It was great to see that one of this year’s Digital Humanities in Practice projects lead to a conversation between the students in that project Helene Ayar and Edith Brooks, their external supervisors Willemien Sanders (UU) and Mari Wigham (NISV) and an advisor for another project André Krouwel (VU). That conversation resulted in original research and CLARIAH MediaSuite data story “‘Who’s speaking?’- Politicians and parties in the media during the Dutch election campaign 2021” where the content of news programmes was analysed for politicians’ names, their gender and party affiliation.
On Tuesday 13 June 2017, the second CLARIAH Linked Data workshop took place. After the first workshop in September which was very much an introduction to Linked Data to the CLARIAH community, we wanted to organise a more hands-on workshop where researchers, curators and developers could get their hands dirty.
The main goal of the workshop was to introduce relevant tools to novice as well as more advanced users. After a short plenary introduction, we therefore split up the group where for the novice users the focus was on tools that are accompanied by a graphical user interface, like OpenRefine and Gephi; whereas we demonstrated API-based tools to the advanced users, such as the CLARIAH-incubated COW, grlc, Cultuurlink and ANANSI. Our setup, namely to have the participants convert their own dataset to Linked Data and query and visualise, was somewhat ambitious as we had not taken into account all data formats or encodings. Overall, participants were able to get started with some data, and ask questions specific to their use cases.
It is impossible to fully clean and convert and analyse a dataset in a single day, so the CLARIAH team will keep investigating ways to support researchers with their Linked Data needs. For now, you can check out the CultuurLink slidesand tutorial materials from the workshop and keep an eye out on this website for future CLARIAH LOD events.
In today’s network society there is a growing need to share, integrate and search in collections of various libraries, archives and museums. For researchers interpreting these interconnected media collections, tools need to be developed. In the exploratory phaseof research the media researcher has no clear focus and is uncertain what to look for in an integrated collection. Data Visualization technology can be used to support strategies and tactics of interest in doing exploratory research
The DIVE tool is an event-based linked media browser that allows researchers to explore interconnected events, media objects, people, places and concepts (see screenshot). Maartje Kruijt’s research project involved investigating to what extent and in what way the construction of narratives can be made possible in DIVE, in such a way that it contributes to the interpretation process of researchers. Such narratives can be either automatically generated on the basis of existing event-event relationships, or be constructed manually by researchers.
The research proposes an extension of the DIVE tool where selections made during the exploratory phase can be presented in narrative form. This allows researchers to publish the narrative, but also share narratives or reuse other people’s narratives. The interactive presentation of a narrative is complementary to the presentation in a text, but it can serve as a starting point for further exploration of other researchers who make use of the DIVE browser.
Within DIVE and Clariah, we are currently extending the user interface based on the recommendations made in the context of this thesis. You can read more about it in Maartje Kruijt’s thesis (Dutch). The user stories that describe the needs of media researchers are descibed in English and found in Appendix I.
Linked Data, RDF and Semantic Web are popular buzzwords in tech-land and within CLARIAH. But they may not be familiar to everyone within CLARIAH. On 12 september, CLARIAH therefore organized a workshop at the Vrije Universiteit Amsterdam to discuss the use of Linked Data as technology for connecting data across the different CLARIAH work packages (WP3 linguistics, WP4 structured data and WP5 multimedia).
The goal of the workshop was twofold. First of all, to give an overview from the ‘tech’ side of these concepts and show how they are currently employed in the different work packages. At the same time we wanted to hear from Arts and Humanities researchers how these technologies would best suit their research and how CLARIAH can support them in familiarising themselves with Semantic Web tools and data.
Monday afternoon, at 13:00 sharp, around 40 people showed up for the workshop at the Boelelaan in Amsterdam. The workshop included plenary presentations that laid the groundwork for discussions in smaller groups centred around the different types of data from the different WPs (raw collective notes can be found on this piratepad).
Rinke Hoekstra presented an Introduction Linked Data: What is it, how does it compare to other technologies and what is its potential for CLARIAH. [Slides]
In the discussion that followed, some concerns about the potential for Linked Data to deal with data provenance and data quality were discussed.
After this, three humanities researchers from each of the work packages discussed experiences, opportunities, and challenges around Linked Data. Our “Linked Data Champions” of this day were:
WP4: Richard Zijdeman (International Institute of Social History)
WP5: Kaspar Beelen and Liliana Melgar (University of Amsterdam) [Slides]
Marieke van Erp, Rinke Hoekstra and Victor de Boer then discussed how Linked Data is currently being produced in the different work packages and showed an example of how these could be integrated (see image). [Slides]. If you want to try these out yourself, here are some example SPARQL queries to play with.
Break out sessions
Finally, in the break out sessions, the implications and challenges for the individual work packages were further discussed.
For WP3, the discussion focused on formats. There are manynatural language annotation formats used, some with a long history, and these formats are often very closely connected to text analysis software. One of the reasons it may not be useful to WP3 to convert all tools and data to RDF is that performance cannot be guaranteed, and in some cases has already been proven to not be preserved when doing certain text analysis tasks in RDF. However, converting certain annotations, i.e. end results of processing to RDF could be useful here. We further talked about different types of use cases for WP3 that include LOD.
The WP4 break-out session consisted of about a dozen researchers, representing all working packages. The focus of the talk was on the expectations of the tools and data that were demonstrated throughout the day. Various persons were interested to apply QBer, the tool that allows one to turn csv files into Linked Data. The really exciting bit about this, is that the interest was shared by persons outside WP4, thus from persons usually working with text or audio-video sources. This does not just signal the interest in interdisciplinary research, but also the interest for research based on various data types. A second issue discussed was the need for vocabularies ((hierarchical) lists of standard terms). For various research fields such vocabularies do not yet exist. While some vocabularies can be derived relatively easily from existing standards that experts use, it will prove more difficult for a large range of variables. The final issue discussed was the quality of datasets. Should tools be able to handle ‘messy’ data? The audience agreed that data cleaning is the responsibility of the researcher, but that tools should be accompanied by guidelines on the expected format of the datafile.
In the WP5 discussion, issues around data privacy and copyrights were discussed as well as how memory institutions and individual researchers can be persuaded to make their data available as LOD (see image).
The day ended with some final considerations and some well-deserved drinks.