If at all possible, it is expected that the students attending the School will use their own PC for the hands-on laboratories. Under each topic there will be (when available) recommendations and suggestions about software and tools that will be used during the lessons and the laboratories. Please try to install them on your PC before the beginning of the School, so that it will be easier (and quicker) to follow the lessons and the laboratories.
Under each topic there will be also copy of the slides used during the lessons, as they become available, and “suggested readings” about the topics presented during the School.
Refresher on Data Representation and Linked Open Data (V. Casarosa)
Here are the slides of the lessons
– Refresher on computer architecture and data representation
– Refresher on Networking and the Semantic Web
Selected suggested readings
– A brief history of computers
– A brief history of the Internet
– Introduction to Unicode
– Resource Description Framework: a RDF Primer
– Linked Open Data
- A book on Linked Open Data
- Some papers (thanks to Seamus Ross)
- Eero Hyvonen, 2019, “Using the Semantic Web in Digital Humanities: Shift from Data Publishing to Data-analysis and Serendipitous Knowledge Discovery,” Semantic Web Jounral, (Tracking #2310-3523), http://semantic-web-journal.net/content/using-semantic-web-digital-humanities-shift-data-publishing-data-analysis-and-serendipitous#
- Kaylan Dutia and John Stack, 2021, “Heritage Connector: A machine learning framework for building linked open data from museum collections,” Applied AI Letters, 3 May 2021, https://doi.org/10.1002/ail2.23
- Rachele Sprugnoli, Moretti Giovanni,and Tonelli Sara, 2019, LOD Navigator: Tracing Movements of Italian Shoah Victims. Umanistica Digitale, 3(4). https://doi.org/10.6092/issn.2532-8816/9050
- Cogan Shimizu, Pascal Hitzler, Quinn Hirt, Dean Rehberger, Seila Gonzalez Estrecha, Catherine Foley, Alicia M. Sheill, Walter Hawthorne, Jeff Mixter, Ethan Watrall, Ryan Carty, Duncan Tarr, 2020, “The enslaved ontology: Peoples of the historic slave trade,” Journal of Web Semantics, V 63, https://doi.org/10.1016/j.websem.2020.100567
- Lyne Da Sylva, 2018. “Towards linked data: Some consequences for researchers in the social sciences and humanities“. Proceedings of the Association for Information Science and Technology, 55(1), 94–103. https://doi.org/10.1002/pra2.2018.14505501011
Designing a project in Digital Public History (E. Salvatori)
Here are the slides of the lessons
– Designing a project in Digital Humanities
– Digital Public History
Digitization of written sources (F. Boschetti)
Here are the slides of the lesson
Digitization of written sources
Machine Learning for automatic text analysis (F. Sebastiani, A. Moreo)
Here are the slides of the lessons
– Machine Learning for Text Classification
– Text Classification – Hands-on laboratory
Please click on this link to access the material for the hands-on exercises
Natural Language Processing methods (R. Sprugnoli)
Here are the slides of the lesson
Natural Language Processing
Click here to download a simple text file to be used in the exercises.
During the hands-on part of the class we will use some CLARIN-ERIC services. Please, check if you can login to CLARIN services using your institutional account.
To do so, try to login here:
https://weblicht.sfs.uni-tuebingen.de/weblicht/
Here is a tutorial on logging in with institutional credentials:
https://help.clarin.eu/en/articles/2112346-how-can-i-login-with-my-institutional-credentials
If you cannot login with your institutional account, ask for new CLARIN credentials:
https://help.clarin.eu/en/articles/2081419-how-can-i-register-a-clarin-account
For accessing the Geo-Browser, you can use the CLARIN credentials, or your institutional account, or ask DARIAH new credentials here:
https://auth.de.dariah.eu/cgi-bin/selfservice/ldapportal.pl?mode=selfreg
CLARIN ERIC and CLARIN-IT (M. Monachini, F. Frontini)
Here are the slides of the lesson
– CLARIN: Common LAnguage Resources and technology INfrastructure
– Useful links and exercises
Methods and tools for digital philology (R. Rosselli Del Turco)
Please click on this link to get the explanations and the instructions for the lecture on Methods and tools for digital philology.
Please note two things:
You are expected to install the Oxygen XML Editor before the lecture
The material presently contained in the shared folder pointed to in the explanations will be updated before June 13
Deep Learning tools for image classification and retrieval (F. Carrara. N. Messina)
Here are the slides of the lesson
Deep Learning tools for image classification and retrieval
Click here to download a document with links to the exercises.
Meaning-making and storytelling in the age of databases, websites, and social media (S. ROSS)
Here are the slides of the lesson
Meaning-making and storytelling – Part 1
Meaning-making and storytelling – Part 2
Here is the material for the
Morning exercise
And here is the material for the
Afternoon exercise
Here are some suggested readings, possibly before the lecture.
- Michael Buckland, 2018, “Document Theory.” Knowledge Organization, vol. 45, no. 5, Nomos Verlagsgesellschaft mbH & Co. KG, 1026, pp. 425–36, https://doi.org/10.5771/0943-7444-2018-5-425
Click here to see the paper - N. Katherine Hayles, 2007, “Narrative and Database: Natural Symbionts.” PMLA : Publications of the Modern Language Association of America, vol. 122, no. 5, Modern Language Association of America, 2007, pp. 1603–08, https://doi.org/10.1632/S0030812900168580
Click here to see the paper - S. M. Jones, H. Jayanetti, A. Osborne, P. Koerbin, M. Klein, M. C. Weigle, and M. L. Nelson, 2022, “The DSA Toolkit Shines Light Into Dark and Stormy Archives,” Code4Lib Journal, Issue 53, 2022-05-09, 2022. https://journal.code4lib.org/articles/16441
Click here to see the paper - Valérie Schafer and Jane Winters, 2021, “The values of web archives.” International Journal of Digital Humanities 2.1 (2021): 129-144
Click here to see the paper