3 papers
cs.IR2026
A Three-stage Neuro-symbolic Recommendation Pipeline for Cultural Heritage Knowledge Graphs
Krzysztof Kutt, Elżbieta Sroka, Oleksandra Ishchuk +1
The growing volume of digital cultural heritage resources highlights the need for advanced recommendation methods capable of interpreting semantic relationships between heterogeneo…
cs.DL2025
Unfolding the Past: A Comprehensive Deep Learning Approach to Analyzing Incunabula Pages
Klaudia Ropel, Krzysztof Kutt, Luiz do Valle Miranda +1
We developed a proof-of-concept method for the automatic analysis of the structure and content of incunabula pages. A custom dataset comprising 500 annotated pages from five differ…
cs.DL2025
Rich Interoperable Metadata for Cultural Heritage Projects at Jagiellonian University
Luiz do Valle Miranda, Krzysztof Kutt, Elżbieta Sroka +1
The rich metadata created nowadays for objects stored in libraries has nowhere to be stored, because core standards, namely MARC 21 and Dublin Core, are not flexible enough. The ai…