Resources

Scholarship in three dimensions can transcend the limitations of traditional two-dimensional representations of objects that exist in the physical world in three dimensions. This presentation showcases the scholarly potential of 3D digital scholarly editions, advocating for their adoption as a new tool in the DH toolkit for new formats for the dissemination and interrogation of knowledge.

This three-day training school organised by the CLS INFRA project focused on dynamic collections of literary texts manipulated programmatically. Learners will learn to find, evaluate, and select corpora using tools like CLSCor and DraCor, and gain skills in Python, Jupyter Notebooks, API querying, Linked Open Data, and Digital Literary Network Analysis. The training addresses reproducibility using Docker, promoting transparent, replicable research in Computational Literary Studies.

This tutorial examines the evolution of Open Access by tracing its historical developments and unpacking the terminology and concepts that continue to shape the movement.

This lesson covers tokenization, part-of-speech tagging, and lemmatization, as well as automatic language detection, for non-English and multilingual text. You'll learn how to use the Python packages NLTK, spaCy, and Stanza to analyze a multilingual Russian and French text.

In this lesson, you'll learn computer vision and machine learning principles for object recognition, and how to apply these principles using Python to recognize and classify smiling faces in historical photographs.

In this lesson, you will learn how to download YouTube video comments and use the R programming language to analyze the dataset with Wordfish, an algorithm designed to identify opposing ideological perspectives within a corpus.

This lesson demonstrates how to use nanDECK to design and publish your own deck of printed or digital playing cards, and use them to test a group's knowledge of historical events through a Timeline-like game mechanic. This lesson will also highlight best practices for handling digitized historical objects.

A digital gazetteer records information associated with specific places. This lesson teaches you how to create a gazetteer from a historical text, using the Linked Places Delimited (LP-TSV) format.

Increase the visibility of your ATR output while fostering Open Science.

Discover the subtleties of region and line segmentation and learn about the purpose of layout analysis for Automatic Text Recognition!

Dive into the fine-tuning of Automatic Text Recognition outputs!

This tutorial explores where and how to find, create, and collect images of textual material, a crucial initial step in any process using Automatic Text Recognition (ATR).

Humanities and social scientific data is fundamentally different in type to a great deal of data available in the sciences. This resource will help you to understand your data, and therefore how to handle it. This resource looks at humanities data and its reliability, as well as different types of data you may encounter.

Get ready to improve the quality of your scanned images before moving to the processing phase of your ATR project.

This presentation demonstrates how specific XR technologies have been developed and used at different outdoor cultural heritage sites in Iceland and reflects on how technologies can be adapted to specific circumstances.

Word embeddings allow you to analyze the usage of different terms in a corpus of texts by capturing information about their contextual usage. Through a primarily theoretical lens, this lesson will teach you how to prepare a corpus and train a word embedding model. You will explore how word vectors work, how to interpret them, and how to answer humanities research questions using them.

In this presentation we learn about how a computer game company collaborated with a national museum to produce a computer game about the Icelandic Viking past with a focus on women. The game, and collaboration, centers around a single key object in the museum holding. The presentation also discusses plans to develop a virtual museum within the game, to display other objects from the museum for gamers to engage with.

\"What gets into your dataset and what doesn't?\" For database projects in the humanities and social sciences, having a concrete idea of your project scope can be very important. This resource covers scoping methods for Database projects to help narrow down and accurately size the database you are working with in your research.

In this presentation we learn about how 3D scanning of a sculpture museum dedicated to a single Icelandic artist has been used to engage schoolchildren under the umbrella "art for everyone". It also explores other projects with making digital twins for cultural heritage purposes and the role of the private sector in this endeavor.

In this podcast, produced by virturalculture.ch, Jane Haller, a sociologist, digital project manager, and president of the Digitales Schaudepot, is in conversation with Esaù Dozio, a curator at the Antikenmuseum Basel. Within their chat, they discuss the process of selecting items for special exhibitions, and the mistakes and challenges that can arise.

What does "curating data stories" mean from a technical and academic perspective? This podcast from the curiositas5.0 project features a discussion between Jane Haller and Joana Meier about experimenting with digital exhibitions.

In this podcast, produced by virtualculture.ch, sociologist Jane Haller, Digitales Schaudepot president, is conversing with Sorin Marti, a data steward in the Research Infrastructure Support Entity (RISE) at the University of Basel to discuss aspects of data management for public consumption.

This Friday Frontiers presentation provides a rich insight to the design and development of the University College London's Sloane Lab knowledge base, the modelling choices, and priorities in relation to semantics and vocabularies and the range of challenges addressed in the process of aggregation in terms of data disparity, integration facility, conflicting information and inconsistency, uncertainty and data absence.

The data you generate in humanities and social science projects may well need longer term storage beyond the scope of your own research project. Medium to long term data storage is vital for allowing other scholars to examine and test your data and models, and ensuring open access to your data is an increasingly prominent issue. This resource will guide you through a thoughtful discussion of Data Management and Storage.

In the following talks, selected from the 6th Digital History in Sweden Conference, the learner will gain new perspectives on the use of AI and citizen science in digitization and digital history projects. In addition, the learner will gain insight into the creation and care of digital archives applying postcolonial perspectives.

This lesson demonstrates how to create interactive data visualizations in Python with Plotly's open-source graphing libraries using materials from the Historical Violence Database.

This resource discusses various approaches and methods to evaluate digital or hybrid interactive experiences, which support the interpretation of heritage assets. The resource also aims to support researchers' and practitioners' practical understanding of evaluation methods and tools to capture audiences' engagement with media and explore technology impact.

This short course will help learners understand how to work with Git in a collaborative setting such as teamwork or group projects, and how to make use of platforms like GitHub or GitLab to complete that work.

This article introduces the main concepts in Git and basic Git commands that can be used from the command line. Understanding these commands will help you with using Git in a code editor, the Git desktop and other options, like GitHub online.

Getting access to the data on GitLab is different on all three operating systems. This post shows how to use the code editor VS Code with its graphical user interface for working collaboratively in Git with Windows, Mac and Linux.

This resource offers an introduction to copyright laws within the UK context when dealing with multidimensional media from repositories, archives and collections from that country.

Tools for machine transcription of handwriting are practical and labour-saving if you need to analyse or present text in digital form. This lesson will explain how to write a Python program to transcribe handwritten documents using Microsoft's Azure Cognitive Services, a commercially available service that has a cost-free option for low volumes of use.

A lesson on Wikipedia as a born-digital source of history and how to apply digital source criticism to it. The lesson invites historians to adapt their critical approach to Wikipedia as a born-digital source for historical research. More specifically, it suggests ways to apply digital source criticism to Wikipedia's infrastructure and content and to explore potential uses of Wikipedia for historians. The lesson proposes a short introductory video and a set of five assignments. No specific technical skills are required to complete the assignments.

Kick off your journey into Automatic Text Recognition (ATR) with our introductory tutorial video. This is the first video of a tutorial series dedicated to extracting full text from scanned images.

In this resource students will learn what a database is and how it is used in humanities research, go through examples of Humanities Databases in use by researchers today, learn when a researcher would need to use a database and how to distinguish between different database technologies.

This lesson uses word embeddings and clustering algorithms in Python to identify groups of similar documents in a corpus of approximately 9,000 academic abstracts. It will teach you the basics of dimensionality reduction for extracting structure from a large corpus and how to evaluate your results.

Dieser Kurs gibt einen Einblick in die langfristige Bewahrung digitaler Daten, d.h. die Archivierung digitaler Daten. Es werden praktische Tipps aus der Perspektive der Datenersteller gegeben.

This lesson demonstrates how to use the Python library spaCy for analysis of large collections of texts. This lesson details the process of using spaCy to enrich a corpus via lemmatization, part-of-speech tagging, dependency parsing, and named entity recognition. Readers will learn how the linguistic annotations produced by spaCy can be analyzed to help researchers explore meaningful trends in language patterns across a set of texts.

This resource is an introduction to the photogrammetry technique to capture visual data about cultural heritage assets and produce associated 3D models.

This lesson teaches you how to obtain and analyse narrative texts for patterns of sentiment and emotion. The 'syuzhet' sentiment analysis algorithm, along with the programming language R, will be used, demonstrating the techniques to allow learners to follow along.

The ENCODE open online course 'Digital tools for the research and study of ancient writing cultures' is designed to introduce teaching staff, GLAM professionals, and graduates to ancient writing cultures and digital studies, exploring the digital transformations in the fields of Greek and Latin epigraphy, papyrology, and other aspects of ancient writing cultures.

This resource offers a starting point to learn more about the different types of multidimensional media, as well as managing media in a way which promotes the FAIR principles. The resource also introduces the concept of a Virtual Research Environment to support retrieval and curation of multidimensional data for storytelling via interoperable frameworks.

Google Vision and Tesseract are both popular and powerful OCR tools, but they each have their weaknesses. In this lesson, you will learn how to combine the two to make the most of their individual strengths and achieve even more accurate OCR results.

Anschließend an die "Grundlagen des Datenmanagements" und der praktischen Übung zu Datenmanagement bietet dieser Kurs eine Einführung in das Thema Metadaten. Was sind Metadaten? Aus welchen Komponenten bestehen sie? Und welche Typen von Metadaten können wir unterscheiden?

This resource helps students tackle key prosopography challenges, such as disambiguating individuals with the same name, handling anonymous entries, and recognizing fictional people, known as the Rusudan Problem. Additionally, this resource focuses on the theory of identity, where roles, titles, and historical presence may be disputed but still carry an assumed "correct" interpretation. Fluid identities—such as ethnicity, gender, and religion—are more complex and require careful modeling in databases. The course also covers how to scope projects effectively by defining clear research questions and boundaries.

Dieses Kapitel erläutert einige grundlegende Regeln für ein aktives und gutes Datenmanagement und beschreibt, wie Dateien und Ordner sinnvoll und eindeutig benannt und strukturiert werden können, wie man mit Versionierung arbeitet und welche Dateiformate für die Nachnutzbarkeit und Langzeitarchivierung geeignet sind.

This post is a quick reference guide to the DYLEN tool, an interactive visualisation tool that the Diachronic Dynamics of Lexical Networks project team created to provide insights into the dynamic lexical changes of Austrian German during the 21st century. It helps lexicographers and linguists to analyse the development of Austrian German lexemes over the course of time. It is an open source tool that can be used free of charge.

This lesson provides a beginner-friendly introduction to convolutional neural networks (CNNs) for image classification. The tutorial provides a conceptual understanding of how neural networks work by using Google's Teachable Machine to train a model on paintings from the ArtUK database. This lesson also demonstrates how to use Javascript to embed the model in a live website.

In this lesson, you will use Qt Designer and Python to design and implement a simple graphical user interface and application to merge PDF files. This lesson also demonstrates how to package the application for distribution to other personal computers.

This resource is an introduction to 360 degrees panorama photography. It explores different types of panoramic representations and examples of 360 degree panoramas in the cultural heritage domain. Practical advice and step by step guidance on how to capture data and process them is also included in order to produce and publish 360 degrees panorama images.

Diese Ressource stellt den Austria Media Corpus (amc) und seine Nutzungsmöglichkeiten vor. Sie erklärt die Durchführung von Abfragen in der corpus query engine namens Sketch Engine. Im Besonderen geht es um die Einführung in Sketch Engine's "Corpus Query Language" (CQL). Das Ziel des Tutorials ist es, den Benutzern des Austrian Media Corpus (amc) einen einfachen Einstieg in die Abfrage des amc mit der Sketch Engine und CQL zu ermöglichen. Daher ist das Tutorial bewusst in deutscher Sprache gehalten. Alle Beispiele im Tutorial sind direkt dem amc entnommen.

In this resource, learners will receive an introduction to artificial intelligence through the exploration of prompt engineering across text to text and text to image interfaces. Learners will also explore the positive varied applications of AI as well as the drawbacks.

An entity is an object with its own characteristics, defined according to the specificities of a given field. This resource covers associations between entities, attributes of entities, identifiers of entities and cardinalities of entities.

This pathfinder provides an introduction to Geographic Information Systems (GIS), covering analysis and visualization. It explains various spatial methods and each method is explained with a definition, practical examples and links to free resources online for further reading and exploration.

This resource aims to introduce the main aspects of data ethics in the cultural heritage domain. It also examines how data management can be supported to become more ethical, while also addressing topical discourse about data ethics in the sector. The resource also aims to support in critically reflecting on some case studies with evident digital data ethics considerations.

This resource provides guidance on digital practices to curate interactive experiences through a set of practical exercises. The resource aims to support GLAM's researchers and practitioners to engage with their audiences through the design of multimedia applications, while making use of appropriate frameworks and tools.

This course provides the essential knowledge and skills to understand and efficiently use Cultural Heritage data. Guided by Prof. Lorena, a persona created for the course, participants explore the significance of CH data, its types, and formats. They learn to identify sources for data acquisition and apply techniques to enhance data quality. The course also covers methods for organizing CH data, introduces key metadata standards, and examines current trends and technologies in the field.

This course provides a comprehensive overview of cultural heritage data modelling, focusing on structuring and documenting information within the context of cultural heritage institutions. Participants will learn to represent information using entities and relationships, applying relevant metadata standards. The course emphasises the importance of understanding data models for reusing both data and metadata, with a specific focus on the Europeana Data Model (EDM) and its application in academic and research settings.

This course provides a comprehensive understanding of Europeana as a digital platform through a walkthrough of the Application Programming Interfaces (APIs) it offers. It provides the knowledge and skills to understand the purpose they serve and the functionality they have, to exploit them by formulating efficient queries for cultural heritage information retrieval. Building on use cases, it delves into the APIs required to achieve research goals, exploring their features and providing familiarisation with supported data formats.

The goal of this course is to introduce the Collections as Data principles in the cultural heritage sector to make available a digital collection suitable for computational use. Students will have a fundamental understanding of the complexities of Collections as Data as well as an appreciation of the diversity of the content provided by cultural heritage institutions. This course will be useful for small and medium-sized institutions willing to make available their digital collections suitable for computational use.

This resource provides guidance on how to use digital storytelling, deploying 3D data, annotations and combining media to enable users to access and explore information about digital heritage assets over the web.

This resource is an introduction to Digitisation Methods for Material Culture. The resource explores basic topics with regards to the study of material culture, while also looking at types of media as means to communicate and share information about it, as well as digitisation methods to capture material culture data.

This talk gives an overview over developments in digital cultural heritage in recent decades and explores challenges, and opportunities, in the field. It addresses the importance of open, fair and democratic sharing of cultural data, challenges with sustainability of digital projects and how gaming can be a tool for public engagement.

This presentation outlines the aim and scope of the Historical Farm and People Registry project, explains the development process and problems encountered on the way, and demonstrates a use case for the 'final' product.

This lesson demonstrates how to build a basic interactive web application using Shiny, a library (a set of additional functions) for the programming language R. In the lesson, you will design and implement a simple application, consisting of a slider which allows a user to select a date range, which will then trigger some code in R, and display a set of corresponding points on an interactive map.

This tutorial provides a comprehensive guide on using chroma keying, or green screen effects, with the PowerDirector video editing app, showing users how to set up the app, import footage, apply the chroma key effect, and export the final video.

This lesson from Programming Historian introduces basic use of Map Warper for historical maps. It guides you from upload to export, demonstrating methods for georeferencing and producing visualizations.

In this lesson, you will be introduced to 'scalable reading' and how to apply this workflow to your analysis of structured data.

In this video, presented as part of the Friday Frontiers series, Bernard Pochet traces the evolution of Open Science at the University of Liège in the early 2000s, focusing on Open Access and the implementation of a Diamond Open Access journal publishing platform (PoPuPS) and an institutional repository (ORBi).

In this lesson, you will learn how to apply a Generative Pre-trained Transformer language model to a large-scale corpus so that you can locate broad themes and trends within written text.

This resource from the CLS INFRA project offers an introduction to several research areas and issues that are prominent withinComputational Literary Studies (CLS), including authorship attribution, literary history, literary genre, gender in literature, and canonicity/prestige, as well as to several key methodological concerns that are of importance when performing research in CLS.

This tutorial introduces the concept of photogrammetry and its application using the Kiri Engine, a 3D scanner app, guiding users through the process of preparing an object for scanning, capturing photos, and using Kiri Engine to create a 3D model.

This three-day international training school in Knowledge Extraction from Text from the CLS Infra project offered a crash course in how to “Dig for Gold” in a corpus of texts. From Stylometry to Natural Language Processing, learners will be able to follow along using 'plug and play' tools, while also getting a brief introduction to Python and R.

This is the first of a two-part lesson introducing deep learning based computer vision methods for humanities research. Using a dataset of historical newspaper advertisements and the fastai Python library, the lesson walks through the pipeline of training a computer vision model to perform image classification.

This is the second of a two-part lesson introducing deep learning based computer vision methods for humanities research. This lesson digs deeper into the details of training a deep learning based computer vision model. It covers some challenges one may face due to the training data used and the importance of choosing an appropriate metric for your model. It presents some methods for evaluating the performance of a model.

This lesson is the second in a two-part lesson focusing on regression analysis. It provides an overview of logistic regression, how to use Python (Scikit-learn) to make a logistic regression model, and a discussion of interpreting the results of such analysis.

How would you as a person with deafblindness navigate the world – a world filled with navigation and mobility challenges, inaccessible information, and technologies that rely on the senses of sight and hearing? In this talk, Nasrine Olson (PhD, Associate Professor) introduces the idea behind the formation of the Centre for Inclusive Studies at University of Borås and presents a few projects that have explored ways in which technology can be leveraged to level the playing field.

This lesson is the first of a two-part lesson focusing on an indispensable set of data analysis methods, logistic and linear regression. It provides an overview of linear regression and walks through running both algorithms in Python (using Scikit-learn). The lesson also discusses interpreting the results of a regression model and some common pitfalls to avoid.

In this lesson from Programming Historian, you will learn how to display a georeferenced map from Map Warper in KnightLab's StoryMap JS, an interactive web-based map and storytelling platform.

Researchers often need to be able to search a corpus of texts for a defined list of terms and historians are often interested in certain places named in a text or texts. This lesson details how to programmatically search documents for a list of terms, including place names and then how to obtain coordinates and map historical place names with the World Historical Gazetteer.

Digitised formats are immensely valuable for researchers but may seem dry and unappealing to broader audiences, particularly when the original content was intended for children. This talk presents the preliminary research conducted on digitised formats of popular children's literature found in specialised libraries.

Newspapers are imperfect recorders of history, yet they are a key asset for historical research. This lesson deals with how digitised newspapers that are available online change the way historians use newspapers as historical sources, and ask new skills for applying source criticism.

The conference aimed to examine the possibilities of connecting information sciences and computer science with performing arts, focusing on three thematic blocks: archiving, artistic practices and scholarly research. The international scientific and professional conference is part of the project of the same name by the DARIAH-EU Working Group Theatralia, which is dedicated to the research of digital technology in the performing arts and the digitization of theatralia, financed from DARIAH-EU funds.

This course introduces learners to the concept of Cultural Heritage, Storytelling, and explores how Augmented Reality (AR) can be used to create interactive learning experiences based on digitised cultural heritage assets.

Knowledge Organization Systems provide the foundation for searching and retrieving information objects across digital collections and cultural heritage information systems. Starting from case studies this course provides an introduction to knowledge organization systems and their practical application in research contexts.

In this presentation as part of Friday Frontiers, British Library Digital Curator Stella Wisdom discusses the challenges and surprises encountered in the process of curating the 'Digital Storytelling' exhibition: a physical exhibition using entirely digital resources.

Netnography is an adaptation of ethnography to the study of digital interactions. In this course, the ethnographic perspective underpinning Netnography is introduced together with the netnographic approach and different types of netnographic material.

The Performing Arts' aesthetic and poetry can be sometimes destabilising at first glance and difficult to analyse because it is ephemeral by nature. The E-Spectator tool enables annotation of videos to better analyse and understand the performing arts. This course from dariahTeach introduces learners to the E-Spectator tool, with practical examples and quizzes to guide you along.

Digitalisation has been one of the most talked about and evolving concepts of the 21st century, with promises of bringing great new solutions to the world. However, the process of digitalisation is quickly becoming one of the biggest offenders against the goal of sustainability. As this material introduces, we can look into how digitalisation affects the natural environment and our resources, proving that it is not all about the pros.

What are the differences between a data scientist and a corpus linguist? This course provides an overview of the different perspectives on language and different types of tools that can be used for text analytics. It also introduces topic modelling and sentiment analysis as approaches to textual data.

Since their beginnings in the 17th century, newspapers have recorded billions of events, stories and personal names in almost every language and every country daily. This course from DariahTeach provides an introduction to digitised historical newspaper analysis, incorporating methods of Natural Language Processing for discovering, exploiting and visualising newspapers.

This tutorial provides interdisciplinary insight into the challenges stemming from the rapid development in and implementation of Artificial Intelligence. Learners will be equipped with a broader understanding of the philosophical issues surrounding AI as well as current real-world examples which are developing our relationship to AI and its growth.

This course from dariahTeach introduces learners to the theoretical and practical foundations of an analysis of socio-cultural objects using Python through theoretical grounding and hands-on case studies. Students will work through several research use cases using basic machine learning, and employ network analysis to split a small community network into groups and clusters before finally learning more about visualisation and image analysis.

The aim of this virtual course is to offer basic knowledge and skills in programming in Python. Target audiences are undergraduate and graduate students in the Humanities and Social Sciences who want to acquire hands-on knowledge and skills in working with textual data or quantitative data in language and humanities research.

Natural language processing is one of the most powerful concepts in modern linguistics and computer science, bridging the understanding of language from human to machine, and in turn programming machines so they can perform complex linguistic tasks on their own. This short video introduces learners to the key concepts of word embeddings and how they can be used in digital humanities projects.

A partnership between Kazerne Dossin and EHRI was established to enable sharing of metadata with a broader audience. This partnership resulted in changes to the practices of cataloguing archival materials within Kazerne Dossin. Using the example of the Lewkowicz family collection, this article focuses on the revolution Kazerne Dossin went through while standardising descriptions, and on the tools EHRI provided to optimise the workflow for collection holding institutes.

With the evolution of the digital world, the term 'digital culture' has emerged. How does digital culture tie into the idea of heritage, and how does digital heritage emerge? This video lecture discusses the meaning of 'culture' in a historical and digital context, offering an introduction to 'digital culture' and how this is intertwined with digital heritage.

Tableau is a powerful digital tool for analysing data that can help with mapping and interrogating data. In this short guide we will focus on an aspect of data analysis using mapping that has particular application for Holocaust and refugee studies.

This event, organised in the framework of the TRIPLE project, provided insights into the use of "topical vocabularies" and their use in metadata curation and quality assessment in the Social Sciences and Humanities (in the EOSC context). The sessions introduces learners to have a better understanding of the interoperability challenges faced within/by the SSH branch of the EOSC, and be familiar with some initiatives related to metadata curation and enrichment in the SSH.

EHRI (European Holocaust Research Infrastructure) supports the use of digital tools that can assist in the research of Holocaust and refugee related topics. In a continued effort to make these tools as accessible as possible so that researchers who have no experience with digital tools will consider trying new ways of using their data, this GitHub-based lesson showcases the use of entity match tools when dealing with geographic data.

Data is now an indispensable part of investigative work and storytelling for journalists and newsrooms. Computational methods and artificial intelligence are making their way to newsrooms more than ever before, and promise to open up new opportunities for journalists, as well as new challenges. This talk provides an overview of how data and Artificial Intelligence can be used in the journalism workflow, investigative reporting and storytelling.

Many Galleries, Libraries, Archives, and Museums (GLAMs) face difficulties sharing their collections metadata in standardised and sustainable ways, meaning that staff rely on more familiar general purpose office programs such as spreadsheets. However, while these tools offer a simple approach to data registration and digitisation they don't allow for more advanced uses. This blogpost from EHRI explains a procedure for producing EAD (Encoded Archival Description) files from an Excel spreadsheet using OpenRefine.

The Fortunoff Visual Search is a tool for both data visualisation and collection discovery from the Fortunoff Video Archive for Holocaust Tesimonies. This blogpost demonstrates the Visual Search tool in the Fortunoff Video Archive, including the search and filtering interface, as well as interpreting the resulting visualisations

Is ChatGPT unsettling you? Are you annoyed to always land on the same webportal when googling for a specific book? Do you hate it when just the one page you need to consult is nowhere to be found on the internet? This presentation by Anne Baillot is for you!

In the late 1930s, just before war broke in Europe, a series of chaotic deporations took place expelling thousands of Jews from what is now Slovakia. As part of his research, Michel Frankl investigates the backgrounds of the deported people, and the trajectory of the journey they were taken on. This practical blog describes the tools and processes of analysis, and shows how a spatially enabled database can be made useful for answering similar questions in the humanities, and Holocaust Studies in particular.

This blog discusses the applicability of services such as automatic metadata generation and semantic annotation for automatic extraction of person names and locations from large datasets. This is demonstrated using Oral History Transcripts provided by the United States Holocaust Memorial Museum (USHMM).

Geographical Text Analysis (GTA) is a relatively recent development in the approach to studying, analysing, and extracting the content of textual sources that offers a new method for combining techniques from Natural Language Processing (NLP), Corpus Linguistics, and Geographic Information Systems (GIS) in Humanities research. This module offers a step-by-step guide with real data, with a focused interest in querying the geographic nature of textual sources, and analysis of spatial information on a large scale.

The EHRI (European Holocaust Research Infrastructure) Search API provides a way to retrieve information about items in the EHRI portal in JSON (JavaScript Object Notation) format by making HTTP requests to particular URLs. This short tutorial shows learners how use a command line tool (CuRL) to fetch structured data and transform it into CSV (comma separated values) format for import into a spreadsheet like Excel or Google Docs.

Many tools and examples that are of interest to those wishing to explore, experiment, and develop projects for digital humanities or data analysis and other tasks are based on a Linux operating system. Mac iOS laptops support Linux fairly easily. However, until recently, Windows OS users have had difficulty in accessing programs and techniques that require a Linux operating system. This short tutorial will demonstrate a simple way for most Windows 10 users to run Linux programs and systems through Windows Subsystem for Linux (WSL).

How do we tell the story of humanities as the essence of understanding humankind in all its aspects and bring it back to the table as an equal partner of science? Seeking an answer to this question, this webinar (delivered as part of the DARIAH Friday Frontiers series) presents the scope and dissemination of the Queens of Humanities campaign that ran in 2022, led by OPERAS-PL. Its purpose was to promote innovative humanistic approaches and show their relevance in today's world.

Sometimes it can be useful to take information from a website, such as document lists from archives, for future reference. This short resource will show the user how to download an extension to copy tables from websites and then import the table into a spreadsheet program.

OpenCV is a very popular, free and open source software system used for a large variety of computer vision applications. This article is intended to help you get started in experimenting with OpenCV using an example of face detection in images as a case study.

This workshop, focussing on "Spatial data medieval to modern", is the first of a series of workshops from the NOS-HS project "Linking, Building, and Sustaining Humanities Digital Spatial Infrastructures for Research in the Nordic Countries". The main aims of this workshop were to define key concepts (spatial infrastructures, Linked Open Data, metadata, ontology), outline major challenges in the field, and to provide an opportunity to share experiences of addressing the issues in individual and national projects across the Nordic countries.

This blog post from EHRI introduces 'quod' (querying OCRed documents), a prototype Python-based command line tool for OCRing and querying digitised historical documents, which can be used to organise large collections and improve information about provenance. To demonstrate its use in context, this blog takes the reader through a case study of the International Tracing Service, showing workflows and the steps taken from start to finish.

Topic modelling is a technique by which documents within a corpus are clustered based on how certain groups of terms are used together within the text. The commonalities between such term groupings tend to form what we would normally call "topics", providing a way to automatically categorise documents by their structural content, rather than a more metadata-based knowledge system. Using resources held with EHRI's collections, this notebook offers learners an introduction to 'LDA' topic modelling using Python in a step-by-step guide.

In this webinar from Friday Frontiers, Dario Rodighiero (University of Groningen) discusses visualisation and representation of scholarly knowledge. This presentation brings science mapping back to its original meaning by widening its context to arts and humanities with the help of design.

The need to reference webpages in academic work is growing all the time, particularly in the digital humanities. There are many different reference management systems that exist to help researchers sort and find their sources and the most accessible of these is Zotero.

This tutorial explains how to navigate in and use the new VOICE 3.0 Online interface for the Vienna-Oxford International Corpus of English, developed by the VOICE CLARIAH project team and released in September 2021. The tutorial introduces the web interface, explains how to run search queries, apply filters for the creation of sub-corpora and set bookmarks. In addition, it provides short quizzes and links to short videos explaining the design and functions of the VOICE 3.0 interface.

This blog examines TEITOK, which is a corpus framework used as an alternative to Omeka. TEITOK is centered around texts and is similar to the Omeka interface – both allow you to search through the documents, and display the transcription. The main difference is that Omeka treats the transcription as an object description, whereas TEITOK not only shows that a word appears in a document, but also where it appears and how it is used.

Women have long been under-represented in science, but their output appears to be often under-represented in citations. In this talk, presented as part of the DAIRAH Friday Frontiers webinar series, Sally Wyatt (Maastricht University) addresses how to achieve citational justice.

This event, organised and provided by the CLS INFRA project, offers an introductory course to textual data annotation. The workshop introduces learners to how to edit, annotate, and query a text corpus without a single line of code, how to structure texts with the XML-TEI, and how to run an NLP tool to add linguistic information.

This webinar introduces the foundations of copyright and offers snapshots on the most relevant topics for academic authors, intermediaries and users, such as copyright flexibilities, exceptions and limitations in the field of cultural heritage access and preservation (digitization, e-lending, orphan and out-of-commerce works), copyright authorship and ownership, law and praxis of academic publishing, commercial and non-commercial licensing, collective management of authors' rights, with brief references to open access.

This video tutorial provides a step-by-step guide through the DARIAH-DE Publikator, a tool that enables its users to upload data(-sets) into the DARIAH-DE Repository and index them with metadata. The tool is part of the larger DARIAH-DE Data Federation Architecture, aiming to support the FAIRification of research data with regards to the research data life cycle.

Building upon the material covered in LEX2: Mastering ELEXIS Corpus Tools for Lexicographic Purposes and Lexonomy: Mastering the ELEXIS Dictionary Writing System, this course will focus specifically on the changes in dictionary production after 2000 and the increasing importance of automation and post-editing in lexicography.

As part of the DARIAH Friday Frontiers in-house webinar series, Erzsébet Tóth-Czifra and Laure Barbot provide an introduction to EOSC and open science projects for researchers and practitioners working in the Arts and Humanities. They include a brief walk through the EOSC landscape, and how different EOSC projects are working towards ensuring open science for all.

In this lecture from the Austrian Centre for Digital Humanities and Cultural Heritage (ACDH-CH), Jeffrey Schnapp outlines the main questions which Knowledge Design is concerned with. Schnapp provides an overview of the current situation of boundaries between libraries, museums, archives, and the classroom becoming growing porous. Additionally, he explores the role of knowledge in Digital Humanities, and which methods and tools are ideal for efficient knowledge extraction.

Polifonia is a H2020 project that aims at harmonising diverse information sources in the landscape of musical heritage and scholarship. The challenges are many, from data management, to knowledge organisation and dissemination barriers. In this talk, an ontology driven strategy to organise, share, and interact with the wealth of music data on the web, is presented. This include solutions to engage with scholars and lay persons, with an emphasis on data visualisation and storytelling.

In this lecture from the Austrian Centre for Digital Humanities and Cultural Heritage (ACDH-CH), Dirk Hovy gives an introduction to the method called embeddings, and showcases several applications of it. Hovy shows how they capture regional variation at an intra- and interlingual level, how they distinguish varieties and linguistic resources, and how they allow for the assessment of changing societal norms and associations.

This video presentation from Clare Lanigan at the Digital Repository of Ireland (DRI) on the 'Archiving Reproductive Health' project, and discusses archival activism more broadly. In particular she gives a demonstration of the current collections available through the archive, provides details of how items were compiled, and also discusses the more pastoral and welfare issues for archival staff when dealing with items relating to political or social activism.

This training webinar is dedicated to the GoTriple Pundit Annotation Tool and presents the purpose, functionalities, perspectives and a roadmap of Pundit, including the plan to enlist it as a EOSC service. A researcher demonstrates how Pundit can be used in the SSH research context and a step-by-step guide showcases how to use Pundit from GoTriple and elsewhere, from registering to annotating web documents.

This training event from the TRIPLE Project is jointly organised with the SSHOC Project and is dedicated to the creation, use and management of controlled vocabularies in the SSH. In this training session, the presenters highlight the need for multilingual SSH vocabularies and provide answers to the following questions: What are SSH Vocabularies and why are they so important; How to create a multilingual SSH Vocabulary (The TRIPLE case); How to build an interoperable infrastructure for vocabularies (The SSHOC case).

This webinar is a lively discussion of archival collections containing rich material relating to Dublin, ranging from 'ghost signs' that illustrate the hidden history of Dublin's commercial past, historical collections on key events in our shared history like the 1916 Rising, community-based films that showcase the contemporary social history of the city, photographs that provide insight into the fascinating heritage of communities like the Dublin Port docklands, and much more.

In this lecture from the Austrian Centre for Digital Humanities and Cultural Heritage (ACDH-CH), Miriah Meyer reflects on the question "why work with humanists as a computer scientist". She expands on how interdisciplinary collaborations with poetry scholars have shaped her own research thinking.

This course introduces Publex, a modern, generic, modular dictionary publication tool for retrodigitized / legacy dictionaries.

Learn how community-building projects can engage local stakeholders, pull insights from diverse perspectives, and influence urban redevelopment authorities. Hear state-of-the-art theories and approaches to sustainable heritage, with reflections from experienced architects, academics, and urban thinkers. Identify critical issues of urban gentrification, place-making, and the pressures faced by historic urban neighbourhoods in Southern Europe. See state-of-the-art technologies deployed for rapid 3D reconstruction, documentation, and urban co-design with non-experts. We specifically explore augmented reality as a possible solution to scalable public outreach.

This webinar from the Digital Repository of Ireland focuses on what intangible cultural heritage is, why it's important, how it can be protected, and how digital records can help to pass them down to future generations

This training webinar is devoted specifically to getting acquainted with the GoTriple Trust Building System (TBS), a tool that enables SSH researchers to find reliable partners and connect with them through their network.

In this lecture from the Austrian Centre for Digital Humanities and Cultural Heritage (ACDH-CH), Björn Ommer discusses Visual Analytics's concern of how to teach machines to enable visuals to speak for themselves. Pointing out the current inadequacy of research tools in the humanities, Ommer discusses questions such as "How would research in the humanities benefit if computers could handle images just as competently as they presently process text?"

In this lecture from the Austrian Centre for Digital Humanities and Cultural Heritage (ACDH-CH), Jan Willem Tulp gives an overview of data visualisation as a type of data representation. Additionally, he discusses types of visualisation such as impression or experience as well as case studies, such as the European Space Agency or Tulp's project on 2012 national elections in the Netherlands.

Social media platforms such as Twitter, Instagram, Reddit, and Facebook can be great places for academics to share their research and reach new audiences. In this video, Dr Bob Nicholson (Edge Hill University, UK) will demonstrate the techniques he uses to share his research on Twitter.

This training event is devoted specifically to giving an understanding of the importance of the co-design process and the impact it has on the development of digital tools such as the GoTriple Discovery platform. It provides insight on the importance of end-user needs in the design of a discovery platform, the methods used in the TRIPLE Project to consider user needs and showcases the next steps for the GoTriple platform now that the Beta version is released.

In this lecture from the Austrian Centre for Digital Humanities and Cultural Heritage (ACDH-CH), Keith Baker addresses the Digital Humanities dimensions of two projects ('Writing Rights' and 'Revolutionizing Revolution') against the academic background at Stanford. This lecture gives special attention to exploring the possibilities of digital archives as well as visualisation in the field of history.

This webinar focuses on 'Persistent Identifiers' (PIDs) and basic concepts of referencing objects. It discusses why so many PID platforms exist, presents aspects of sustainability, demonstrates some added-value services, and talks about practical experiences and open issues.

This keynote lecture delivered at the DARIAH Annual Event 2021 by Sarah Kenderdine explores how computation has become 'experiential, spatial and materialized; embedded and embodied'.

In this closing keynote at the DARIAH Virtual Annual Event 2021, Chris Heilmann, Principal PM for developer tools at Microsoft, covers a range of user-scenarios that he had to cover in the 25 years of building products for people on the web and what benefits it had to let go.

In this lecture from the Austrian Centre for Digital Humanities and Cultural Heritage (ACDH-CH), Professor Crane discusses the need for a global philology. Combining classical philology and computer science, Crane aims to apply computer-based methods to the study of human cultural development. He discusses the necessity for project oriented, research, reusable code and infrastructures which support it.

This training event from the TRIPLE Project is devoted specifically to the EOSC Architecture, and provides information on the following topics, among others: Overview of the EOSC Architecture principles; Main components of the EOSC Architecture; Interoperability in the EOSC Architecture; Main documents, projects and further development.

In this lecture from the Austrian Centre for Digital Humanities and Cultural Heritage (ACDH-CH) entitled "Digitality and Music Editions". Thinking about the Roles of Editors, Stefanie Acquavella-Rauch discusses digitality as a method as well as a phenomenon and its role in music editions. In this talk, digitality is discussed as inhibiting a significant role in how researchers' roles change according to their personal engagement with the digital.

The training session is dedicated to Visual Data Discovery in the Social Sciences and Humanities and shows how the GoTriple platform will support exploring research topics with visual search. The added value of knowledge maps and streamgraphs for research discovery are also examined.

This training event from the TRIPLE Project was devoted specifically to the European Open Science Cloud (EOSC) and provided answers to the following questions, among others: What is the state of the art of the EOSC development? How is the EOSC governance changing ? What are the next steps for the EOSC implementation?

This training event from the TRIPLE Project was devoted specifically to FAIR Data in SSH and provided answers to the following questions, among others: How is research data defined in SSH; Why are FAIR principles important for the management of research data in SSH; How can FAIR principles be implemented in SSH.

The SSHOC-DARIAH Train-the-Trainer Research Data Management Bootcamp ('Research Data Management Bootcamp' for short) took place over two half-day workshops that gave access to experts in the field and allowed for real-time activities between the sessions. It was co-organised by the SSHOC project and the DARIAH 'Research Data Management' Working Group.

In this lecture from the Austrian Centre for Digital Humanities and Cultural Heritage (ACDH-CH), Alexandra Angeletaki asks whether the introduction of VR tools in dissemination practices has led to a change in the experience of the contemporary museum perception. By using the case of the Archaeological Museum and the library in Trondheim, Norway, she explores the changes that have taken place in adapting VR technologies for creating outreach activities.

Since May 2018, the GDPR (General Data Protection Regulation) has been in force in all European member states. This affects not only the private sector, but also the academic one. With this tutorial, we would like to introduce you to the most important terms and concepts of the GDPR and also to the ELDAH Consent Form Wizard, a tool that allows you to easily create GDPR-compliant consent forms for personal data collection in a research context.

This course will introduce the theories, practices, and methods of digitizing legacy dictionaries for research, preservation and online distribution by focusing on the process of converting paper-based dictionaries to electronic format through image capture, text capture, data modeling and data enrichment.

This course will present an overview of resources available from CLARIN that may be useful for the lexicographer; we refer to lexical datasets but also to textual resources such as corpora, as well as tools.

This course will explore the notion of lexicographic evidence and the limitation of subjective views on language by tracing the changes in lexicographic practice from the extensive use of manually selected citations to the employment of large language corpora.

The goal of this course is to introduce students to the important role played by dictionary usage research when developing and implementing new dictionaries.

The course will introduce corpus tools available in ELEXIS and describe various ways in which they can be exploited in lexicographic research and for compiling dictionaries.

This course explores the principles of open access, open data, FAIR principles and open science as they apply to lexicography including the specific challenges posed by intellectual property rights and copyright issues in the context of lexicographic work.

The course will explore how software tools for dictionary production (so-called dictionary writing systems, or DWS) can be used to streamline and facilitate the structural coherence and quality assurance in a dictionary project by focusing on Lexonomy, a dictionary-writing system developed as part of ELEXIS.

This course will help users learn how to use oXygen XML, a versatile, professional-grade XML editor to edit, validate, query and transform lexicographic data.

This course describes the OntoLex-Lemon model, a recent standard for the representation of lexical information on the Web as linked data.

This course focuses on the importance of standards to facilitate the cooperation among lexicographers in a multilingual and multicultural context.

This learning resource provides software developers and computational linguists with an overview of the typical computational processing tasks and software tools in the lexicographic workflow. The resource introduces the most widely used custom developed tools for corpus-based lexicography as well as their functionality.

This course introduces Elexifier, a cloud-based dictionary service for the conversion of legacy XML and PDF dictionaries into a shared data format based on the ELEXIS Data Model.

The goal of this course is to introduce a brief history of dictionaries as tools for the organization of knowledge about words and their meanings, and to analyze different ways of understanding and classifying the dictionary genre.

Prof. Dan O'Donnell (University of Lethbridge) discusses the CARE principles, how they sit alongside the FAIR Principles, and how (digital) humanists can apply them in their research. He presents examples from his own research, particularly around studies of historical artefacts in small rural communities in Scotland.

This training event from the TRIPLE Project was designed specifically to provide assistance to service providers to share services via EOSC with the EOSC Portal as well as to introduce some of the benefits of the EOSC Portal.

In this lecture from the Austrian Centre for Digital Humanities and Cultural Heritage (ACDH-CH), Victoria Van Hyning explores the possibilities of crowdsourcing as "cultural heritage co-creation" or "commons-based peer production", expanding on the need for further comparative analysis of design and engagement strategies for crowdsourcing projects, their resulting data and possible applications for these data in Machine Learning training sets.

In this webinar recording, Natalie Harrower shares her insights on difficulties, complexities and the need to get started on digital preservation in the cultural heritage domain. This talk explores why we should care, as a society, about digital preservation, and what opportunities the digital offers for the humanities and social sciences. Part of the Digital Humanities webinar series from the Austrian Centre for Digital Humanities and Cultural Heritage (ACDH-CH).

This training event from the TRIPLE Project was devoted specifically to the Open Access publishing platform Open Research Europe (ORE) and provided technical details on how ORE works and what benefits it has for researchers.

Dr. Mark Hall from Open University UK gives an introduction to Application Programme Interfaces (APIs) and how they can be used in (digital) Humanities projects. This webinar was recorded as part of the DARIAH Friday Frontiers webinar series.

This webinar focuses on participatory projects that aim to train or support community groups in using video to tell personal stories, bring about social change, or archive and preserve activism and advocacy work.

Dr. Kristen Schuster presents her ongoing work around unwaged labour and gender biases in the Information Management sector during the Covid-19 Pandemic. In this, she discusses Critical Feminist Theory, Personal Information Spaces (PSIs) and mixed method approaches to research.

This tutorial explains the fundamentals and usage of the DARIAH-DE Collection Registry, a tool that allows you to describe and index data collections. The manual gives an overview of the usability and functionalities of the Collection Registry and introduces best practice recommendations.

This lesson from Ranke.2 looks at how digital technology has stirred our imagination and enabled us to create new (and sometimes virtual) realities; and covers topics ranging from ancient Greek myths to snapchat filters. However, the availability of this technology to transform both us and the world around us should be treated with skepticism, as the merits of an all-encompassing digital lifestyle do not completely outweigh its disadvantages and pitfalls.

This video recording is of 'Using Digital Archives for Geographical and Archaeological Research', the second webinar in a three-part public lecture series hosted by the Digital Repository of Ireland (DRI), aimed at early career researchers. The webinar showcases the rich research resources contained in digital archival collections that can be used to advance geographical and archaeological research.

This video recording is of 'Using Digital Archives for Historical Research', the first webinar in a three-part public lecture series hosted by the Digital Repository of Ireland (DRI) aimed at early career researchers. The webinar showcases the rich research resources contained in digital archival collections that can be used to advance historical research.

This video recording is of 'Using Digital Archives for Social Sciences Research', the third and final webinar in a three-part public lecture series hosted by the Digital Repository of Ireland (DRI), aimed at early career researchers. The webinar showcases the rich research resources contained in digital archival collections that can be used to advance social sciences research.

In a keynote lecture at the DARIAH Annual Event 2020, John Unsworth revisited his seminal concept of scholarly primitives as the foundation of research activities across disciplines, theoretical frameworks or eras.

Understanding how digitisation of legacy data and digital technologies involved in those processes is key for a critical appraisal of digital history. This lesson examines the transformation of information from analogue to digital, using a collection of wire-recorded interviews conducted by psychologist David Boder in 1946 as a basis.

In this screencast, Dr. Jonny Johnston and Kevin O'Connor from Trinity College Dublin (TCD) discuss and demonstrate the 'Flipped Classroom' approach to teaching and training, exploring how the use of asynchronous methods can open up more in-classroom discussion, and what technologies can best support this.

Have you ever reflected on the origin and authenticity of a historical source that you retrieved from the web? This lesson offers insights into how the practice of applying source criticism has been affected by the digital turn. What are the new questions that historians should ask of digitised and digital-born historical sources, and what new skills should they master to be able to answer these questions?

Iason Jongepier from the University of Antwerp and Melvin Wevers from the University of Amsterdam explore the Time Machine Project and how local Time Machine instances can help us expand our understanding of the social, environmental and economic history of the city.

In this lecture from the Austrian Centre for Digital Humanities and Cultural Heritage (ACDH-CH), Laurent Romary outlines the main issues related to open science in the current scholarly landscape while showing how the Text Encoding Initative (TEI) has been seminal in setting up an open agenda for managing, documenting or disseminating scholarly sources and methods.

In this screencast, Laurent Romary discusses the concept of post-publication peer review (PPPR) as well as the risks, challenges and potential benefits of changing traditional approaches to research publication workflows.

This course introduces you to core concepts and theories within the field of game studies, game jams and game design.

Design thinking is much less about knowing and much more about doing: it is learning what is needed by creating it. This course is designed to help students and professionals to apply the principles of design thinking in developing their own projects.

This interdisciplinary course addresses how principles of textual, visual, oral, and place-based storytelling challenge and enhance the conceptualisation, construction and experience of digitally-created worlds connecting to real-world places, locations, and landscapes.

This course is designed to develop your knowledge of the theory and practice of digitising material culture by producing computer generated and printed 3D models.

This course introduces the theories, tools, and methods behind Design Thinking and Maker Culture. It provides an overview of the history of Design Thinking, exploring its various schools of thought and practice, as well as providing an introduction to the more recently theorised space of Maker Culture. This course also explores how those in the arts, humanities, and creative and cultural industries can use the twin pillars of Design Thinking and Maker Culture in their everyday practice.

This video features a keynote speech given by Riccardo Pozzo, in his capacity as Chair of the DARIAH Scientific Board, during the final event for the DESIR project, held in Zagreb in November 2019. In it, he discusses co-creation and cultural innovation, and how research infrastructures play a key role in this.

In December 2019, the University of Neuchâtel hosted a second Swiss DARIAH workshop. For this event, young scholars were invited to present their research in depth and to discuss together methodological, data management and research workflow issues.

This tutorial explains the fundamentals of the DARIAH-DE Publikator, a tool which allows you to prepare, manage, and finally import your collections into the DARIAH-DE Repository using your favourite internet browser. The Repository provides the ability to store research data and enrich them with metadata. Through the use of persistent identifiers, a permanent machine-readable reference is ensured and findable via a generic search. The tutorial contains guides for users as well as technical documentation.

Hosted by King's Digital Lab (KDL) at King's College London, the workshop introduced participants to best practices in project management, the Agile Dynamic System Development Methods (DSDM) as well as various theoretical and practical approaches to digital cultural heritage.

Thesauri, taxonomies and other forms of controlled vocabularies represent a conceptual backbone of the research, playing an ever-increasing role in various aspects of the data management process. These resources are indispensable to determine common understanding allowing to systematically categorize and enrich research data in a consistent manner, as well as foster the data interoperability and integration among projects and web applications.

The DESIR Winter School provided a unique opportunity to learn about how to maximize the potential of scholarly resources and to take practical steps in opening up research in ethically and legally responsible ways.

XPath (XML Path Language) is a standard query language for selecting nodes from XML documents. In this step-by-step tutorial, you will learn how to write XPath expressions in order to navigate around our XML-encoded dictionaries and select only those bits of data that you are interested in.

In this lecture, Sally Chambers, Digital Humanities Research Coordinator at the Ghent Centre for Digital Humanities outlines how DARIAH as a Research Infrastructure works within Europe to connect with arts and humanities researchers. She elaborates on how such a European Research Infrastructure could start to work more widely internationally.

In this lecture, Tony Hall examines design-based research (DBR) in educational contexts and settings. Drawing on key contemporary concepts and literature in educational design research, he focuses on how design-based research can be adapted and adopted, both to develop and deploy bespoke educational innovations and technologies.

What skills, knowledge and workforces are needed into the future? This panel discusses interdisciplines and methods, emerging data practices and 'Humanities 4.0'. It features presentations by Professor Jean Burgess (Director, Digital Media Research Centre, Queensland University of Technology) on Digital methods and the future of communication and media research and Professor Joy Damousi FASSA FAHA (Lead Chief Investigator) on Future Humanities Workforce project and by Associate Professor Mitchell Whitelaw (Australian National University).

How do we design infrastructure that connects? This panel discusses collaborative platforms, partnerships between research and cultural sectors, and libraries as labs. It features presentations by Seb Chan — Chief Experience Officer, Australian Centre for the Moving Image and Dr Marie-Louise Ayres — Director General, National Library of Australia.

What are the big challenges and opportunities for data-intensive research over the next ten years? This panel discusses digital transformations in the humanities and arts, data ethics and sovereignty, and infrastructure with impact. It features presentations by Dr James Rose (Indigenous Studies Unit, Melbourne School of Population and Global Health) on Data Sovereignty in a Colonial Context: Towards an Integrated National Governance Framework for Australia, Dr James Smithies (Director, King's Digital Lab) on Integrating DH into the longue durée: Research Laboratories, History, Methods.

In this lecture, Quinn Dombrowski shares her thoughts on Digital Humanities Infrastructure, with a special focus on sustainability. She argues that solidarity (i.e. recognition of the interests of the larger group) is a prerequisite for the sustainability of DH infrastructures.

This lecture by Mark Algee-Hewitt reflects on practices of doing research in the digital humanities and how the way in which we talk about research impacts upon the kind of things that we can do.

Professor Jennifer Edmond, President of the Board of Directors of DARIAH-EU, presents pathways to building sustainable infrastructure over time, future directions for DARIAH, the humanities and arts in Europe and beyond. She asks the audience to help DARIAH to think about what it means to be a European reseach infrastructure.

Data as a term is too flat an ontology for the kinds of things that we are all dealing with, argues Sally Wyatt in this keynote lecture. It reduces people, events, objects to things, bits, to be imagined as impersonal, scientific and neutral. Also, she contends, the use of the word 'data' tends to assume that everything is digital. In this keynote, she explains her argument that this is wrong and asks: 'what are we talking about when we talk about data in the humanities?'

Many academic disciplines use data science to analyze contemporary culture. The question posed by Lev Manovich in this lecture is: shall we continue to aggregate big cultural data and reduce it to a small set of patterns? Or shall we refuse this dominant paradigm instead and focus on diversity, variability and differences (including tiny ones), i.e., work on big cultural data without aggregation and with attention to what is infrequent and outliers?

In this lecture, Roxanne Wyns discusses her experiences with research infrastructures and, specifically, the challenges we face concerning sustainability.

In this lecture, Teresa Scassa examines the complex role of intellectual property(IP) rights in the creation and advancement of academic knowledge. While IP rights can create barriers to access, reuse and transparency, she argues, they can also further creativity and innovation by providing revenue, and by protecting other values such as privacy/confidentiality, and integrity/authenticity. IP rights can also, in some circumstances, protect against the exploitation of individuals and communities. Framing IP rights in terms of a sometimes complex web of relationships, this presentation asks what role IP rights should play in ethically open science.

In this lecture, Jon Tennant argues that 'Open Science' is 'good science', because it promotes transparency, reproducibility, and public good. However, he argues, researchers are not rewarded for doing good science. Tennant asks: 'how can we all work together to kick-start a new culture of open scientific practices, without putting our best and brightest at risk? How do we want people in the future to see this pivotal time in the history of science?' He challenges the audience to answer the question: 'which side do you want to be on?'

Mikko Tolonen was the first keynote speaker at the DARIAH Annual Event 2016. His talk was entitled 'Applying modern data analytics to classical questions in the humanities: a perspective from Finland'. It drew attention to the benefits of interdisciplinarity and effective communication between 'centred' disciplines for research in the digital humanities

In this lecture, Mark Cote takes us on a journey through a host of research projects that contextualise the way that he and other researchers try to address cultural data.

The DARIAH Winter School 'Open Data Citation for Social Sciences and Humanities' brought together researchers, professionals with various backgrounds, and students from 15 countries. In total 38 people met in Prague, Czech Republic, to learn about various aspects of open access and open data, as well as many other subjects on digital research.

This module looks at the variety of practices within 'citizen science', how you as a humanist might get started working with them, what issues you should be wary of along the way and how Research Infrastructures can potentially help you.

This is a record of a webinar dedicated to the phase of the Research Lifecycle "Publish Results". It covers several aspects related to successfully drafting and implementing a publication and dissemination strategy taking into account specific Research Infrastructural aspects.

This is a record of a webinar dedicated to the phase of the research life cycle "Plan Research Project". It first introduces the participants to an understanding of the advantages and practicalities of research collaboration in and with Research infrastructures. It then dives into details of project planning, touches upon the basics of the FAIR principles, and focuses especially on the importance of using standards in Digital Humanities and Cultural Heritage research and how to identify relevant standards for the participants' own research. This webinar gives an introduction to the Standards Survival Kit that is developed within PARTHENOS. It also cross-links to other materials developed within PARTHENOS and by the PARTHENOS Cluster Partners.

This DARIAH Guide brings together tools, videos, short articles and other training materials that might be relevant when reflecting on your data management processes both in the immediate context of your research and in their broader disciplinary context. Its aim is to equip you with tools and practical advice, but more importantly, with conceptual twists that will help you to establish ethically committed, optimal and as open as possible research and data management workflows.

This is a record of a webinar dedicated to the phase of the research life cycle "Develop Research Questions". It dives into details of the topic of developing research questions with RIs, especially on finding, working with and contributing data to RI collections, using Virtual Research Environments, and tools.

This is a record of a webinar providing a theoretical basis for a general understanding of the digital and infrastructural turn in the (Digital) Humanities and Cultural Heritage along with theoretical and critical reflections around the topic: Which opportunities and challenges do Cultural Heritage and Digital Humanities Research Infrastructures offer for research(ers)?

This is a record of a webinar dedicated to the phases of the research lifecycle "Carry out Research" & "Analyse Data" in the context of a research infrastructure. Carrying out research and analysis in the context of a research infrastructure requires a change in approach to research, where the harmonization of data and the ability to access and deploy interoperable services is crucial. This webinar gives an overview of the necessary elements required to set up a sustainable research infrastructure with regards to the management of data and services.

This video features Kathryn Sutherland, Professor of Bibliography and Textual Criticism at the University of Oxford, talking about the Jane Austen Fiction Manuscripts Project.

This course introduces the theory and practice of text encoding using the Guidelines of the Text Encoding Initiative.

This video features Anne Baillot, Centre Marc Bloch, Berlin, talking about the Digital Edition "Letters and Texts: Intellectual Berlin around 1800".

This video features speech technologist Henk van den Heuvel, linguist Silvia Calamai and data curator Louise Corti explaining how speech technology has reached the stage of being able to automatically recognise and retrieve speech in huge amounts of audio visual data.

This video features Paul Eggert, Loyola University Chicago, Kenneth M. Price, University of Nebraska, and Anne Baillot, Centre Marc Bloch, Berlin, talking about textual scholarship from analogue to digital.

This course will introduce you to the creation of digital scholarly editions, for manuscripts or printed texts, with the help of the TEI and other related technologies.

Do you work with digital images in a humanities discipline? Are you interested in exploring the spatial properties of your dataset but don't know how? Or maybe you are just curious on the topic. This workshop aims to introduce participants to the technologies and technical abilities required for the spatial exploration of image datasets and is of interest to a variety of digital humanities students, scholars and professionals.

This video features Paul Eggert, Martin J. Svaglic Endowed Chair in Textual Studies, Department of English, Loyola University Chicago, talking about textual studies and the study of versions as a methodology to ask questions revealing the lifespan of a text.

This video features Dr. James Cummings, University of Oxford, Dr. Anne Baillot, Centre Marc Bloch, Dr. Marjorie Burghart, Centre National de la Recherche Scientifique CNRS, Prof Kenneth M. Price, University of Nebraska, and Prof Elena Pierazzo, Université Grenoble Alpes, interpreting what is textual scholarship and textual criticism.

Maija Paavolainen explains the challenges of finding a 'common language' in the digital humanities. She finds that simply talking about this issue helps. Thus, experience in communicating across disciplines is a positive outcome of training initiatives in itself. The role of research infrastructures, she argues, is certainly in sharing tools and best practices. However, most importantly, it is also to create opportunities for people to meet and learn face-to-face. She explains that humanities scholars are more accustomed to using digital methods and tools in the initial (information gathering) and final (publication) stages of research. However, DARIAH, specifically, can help them to also use them in the core part of the research process - i.e. in organising, annotating, and enriching data.

In this video, Jennifer Edmond gives us insights into her background in critical theory approaches and German literary history, through a spell in technical support and research strategy in the humanities, and how this has impacted her work in DARIAH. She talks about the importance of pushing beyond the foundations of your academic training to do new things in the humanities. How can the system vaildate this kind of groundbreaking research, and make it possible for early career researchers to make the leap? She explains the unique role of DARIAH in this process.

This video features Laura Mandell, Professor of English and Director of the Initiative for Digital Humanities, Media, and Culture at Texas A&M University, discussing the flawed binary nature of stylometric algorithms used to detect gender and illustrates these flaws by discussing the work of Mary Wollstonecraft.

Claire Clivaz explains how she has found that the tensions between disciplines in interdisciplinary work can be similar no matter what disciplines are being combined. Encounters between biology and computing, for example, can be as challenging as between humanities disciplines and computing. Dr Clivaz, herself, began her academic career in biblical manuscript studies but developed an interest in the digital humanities very quickly, at a time when the impact of computing was being felt in the humanities more widely. She explains the usefulness of the DH Course Registry in finding university-based, formal, DH training in Switzerland. However, she argues that informal opportunities to learn are crucial. One phrase that appears again and again in the digital humanities, she states, is: continuous training.

Building on an unusual interdisciplinary background that combined computer science and literature in equal measure, Frank Fischer found his place in the digital humanities. In this video, he explains how his background has enabled him to understand 'both sides' of a digital humanities project - i.e. the humanities and the technical. He discusses the distinction between formal and informal education, arguing that the more 'alternative' teaching methods used in the digital humanities (workshops, summer schools etc) are crucial in developing new skills. Finally, he discusses how research infrastructures are vital in providing this kind of hands-on training, since they synthesise the 'social' and the 'technical'.

Agiatis Benardou began her academic career with degrees in ancient history, and her first employment was in cultural organisations. She met and was hired by a scholar who introduced her to digitisation projects and as a result she was exposed to the 'digital world'. Dr Bernardou became involved in preparing DARIAH as a project, and her experience in digitisation was useful in her professional transition into work in a research infrastructure. She argues that research infrastructures are all about people. They should focus on inspiring researchers theoretically, and also practically by exposing them to the most state-of-the-art tools and techniques.

In this video, Laurent Romary gives his perspective on training and education in research infrastructures. He reveals how his engineering background taught him precision in analysing computer concepts, and how this has impacted on his role in a humanities research infrastructure. He proceeds to focus on DARIAH's role as a 'people infrastructure' and the importance of training in that. He considers the importance of adaptability of training to learners from differents scholarly communities and competence levels.

In this video, Sinai Rusinek explains her background in philosophy, together with her experience of the material text from work in the library. In her postdoctoral career, she began to seek out digital techniques that had not been available to her in her single-disciplinary studies. Dr Rusinek reveals that her own source of learning was at international workshops, including one organised by DARIAH-DE. She found this mode of learning inspiring in organising her own workshops and hackathons in Israel. She recommends that we should all think more about learning environments and how we learn best, collaboratively. Possibly, she recommends, we should organise more 'hackathon-like' events.

Martin Lhoták first began digital research in an IT department, which formed his connection with information systems and databases, as well as the development of software tools and the digital humanities. Unlike many librarians, he does not have a humanist background, but instead a technical education, so finds that he speaks differently from the humanities scholars he works with. However he finds interactions with these scholars interesting and inspiring. Regarding training, he argues that being technically knowledgeable - though not necessarily a programmer themselves - is essential for doing research in the digital humanities.

Salvador Ros has a background in physics and computer science, and is now working in the digital humanities. Humanities scholars and scientists have different ways of thinking, he points out in this video. This can be a problem, he finds. Both sides lack knowledge about each other's disciplines, so researchers have to talk a lot, exchange ideas - to try to understand each other. Humanities scholars who want to conduct digital research need to know at least the basic concepts of the relevant programming languages, he argues. He ends by discussing the definition and roles of a 'research infrastructure' such as DARIAH, especially in facilitating digital tools and how to use them in relation to our research questions.

DARIAH Winter School 2016 explored the evolution of publication issues in social sciences and humanities in a context of Open Access, with the underlying goal of promoting open science through the question of open data citation.

This workshop introduces the basics of conceptual modelling and ontologies.

This module is dedicated to developing research questions in the Digital Humanities (DH), especially on finding, working with, and contributing data to digital collections and using digital Research Infrastructures (RIs).

This course is an introduction to the theories, practices, and methods of digitizing legacy dictionaries for research, preservation and online distribution. It focuses on a particular technique of modeling and describing lexical data using eXtensible Markup Language (XML) in accordance with the Guidelines of the Text Encoding Initiative, a de-facto standard for text encoding among humanities researchers.

This video features Prof. Graeme Earl, Director of Enterprise and Impact (Humanities), University of Southampton, talking about the benefits and challenges of Open Education and Massive Open Online Courses.

The course presents Sound Studies (5 ECTS) in five units involving theoretical, analytical and practical competences.

This video features Angel D. Nieves, Professor of Africana Studies and Digital Humanities at Hamilton College, US, talking about the field of black spatial humanities.

This course brings together established and emerging scholars from different parts of the world, fields and disciplines, theoretical and methodological traditions, who demonstrate the diversity of Digital Humanities by critically approaching schools of thought, methods, tools, standards, projects, and teaching practices in a series of videos.

This module looks at emerging trends and best practice in data management, quality assessment and IPR issues. It looks at policies regarding data management and their implementation, particularly in the framework of a Research Infrastructure.

This module looks at some of the key management issues that arise within research infrastructures.

This video features Tamar Gordon, Professor of Anthropology at Rensselaer Polytechnic Institute, USA. In this video she discusses Mixed Reality and Social Engagement. Tamar talks about Augmented Reality as a tool that can make history come alive, while helping us to interpret cultural-historical environments and reflect upon our own experience and subject position within our own society.

This course invites you to discover the world of digital multimodal literacies through history, examples, experiments and editing tools. In the last unit you will be able to build your own multimodal editing tool, an eTalk.

This video features Laura Mandell, Professor of English and Director of the Initiative for Digital Humanities, Media, and Culture a Texas A&M University. Laura defines feminism from a Digital Humanities perspective arguing for a need to adjust practices so that they are not replicating the sexist infrastructure of the traditional academy and business world.

This video features Geoffrey Rockwell, Professor of Philosophy and Humanities Computing at the University of Alberta, Canada and Stéfan Sinclair, Associate Professor of Digital Humanities at McGill University. Their discussion involves text visualisation within Digital Humanities, thus emphasising, that visualisation is not the end product, but an intellectual process of thinking and interpreting text.

DARIAH Director Toma Tasovac spoke to fellow DARIAHns and colleagues from prospective DARIAH countries about the role of training and education in digital research infrastructures.

By the end of this training module, you will be able to: understand the elements of common definitions of research infrastructures; be able to discuss the importance of issues such as sustainability and interoperability; understand how research infrastructure supports methods and communities; and be aware of some common critiques of digital research infrastructures in the Humanities.

This module examines what is meant by collaboration in humanities research and how this model impacts upon the development of digital humanities, and digital humanities research infrastructures.

This module is specifically aimed at those who are not yet familiar with ontologies as a means of research data management, and will take you through some of the main features of ontologies, and the reasons for using them.