Sirvi Autor "Sikora, Justyna" järgi

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AI pedagogy and new methods for humanities scholars: A reflective case study
(Tartu University Library, 2025) Haffenden, Chris; Sikora, Justyna; Nermo, Magnus; Papadopoulou Skarp, Frantzeska; Tienken, Susanne; Widholm, Andreas; Blåder, Anna; Verhagen, Harko; Fridlund, Mats
How can we bridge the divide between large-scale computational approaches to GLAM collections and the close-reading perspectives of humanities scholars? And how might we raise awareness of the possibilities and the limits of AI search systems, which are rapidly reshaping the research landscape even as AI literacy remains uneven? These questions also involve pedagogy: how to design effective forms of methodological outreach. This paper draws on our experience in developing a workshop to showcase multi-modal topic modelling for heritage organisations and researchers. Building on earlier work, we reflect on design choices in using Google Colab, especially balancing technical depth with accessibility. Our case study highlights the importance of flexible formats that foster critical engagement with AI methods while recognising the limits of short-term interventions.
Doing digital research at KBLab: A practical introduction to using the National Library of Sweden’s data lab
(University of Tartu Library, 2025-11) Haffenden, Chris; Sikora, Justyna; Bouma, Gerlof; Dannélls, Dana; Kokkinakis, Dimitrios; Volodina, Elena
The emergence of digital heritage data and the rapid development of new AI tools for computational analy sis are transforming GLAM institutions, particularly in the design of digital research infrastructure. Re searchers in the digital humanities and social sciences increasingly expect to access collections at unprece dented scales. This chapter addresses such expecta tions by providing a hands-on guide to KBLab, the data lab at the National Library of Sweden (KB). It outlines the lab’s resources, including access to KB’s digitized collections and AI models like KB-BERT, and showcases innovative development projects like Bild sök, which makes visual archives more accessible. The chapter also details the steps to initiate research col laborations and discusses best practices for utilizing KBLab’s tools effectively. By bridging technical in sights with practical applications, it serves as a com prehensive starting point for conducting large-scale digital research at KB and beyond.