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Related papers: Knowledge Graphs for Digitized Manuscripts in Jagi…

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In response to several cultural heritage initiatives at the Jagiellonian University, we developed a new digitization workflow in collaboration with the Jagiellonian Library (JL). The solution is based on easy-to-access technological…

Digital Libraries · Computer Science 2026-01-21 Krzysztof Kutt , Luiz do Valle Miranda , Jakub Gomułka , Grzegorz J. Nalepa

The digitization of cultural heritage collections has opened new directions for research, yet the lack of enriched metadata poses a substantial challenge to accessibility, interoperability, and cross-institutional collaboration. In several…

Computer Vision and Pattern Recognition · Computer Science 2025-05-30 Jan Ignatowicz , Krzysztof Kutt , Grzegorz J. Nalepa

Knowledge graphs represent concepts (e.g., people, places, events) and their semantic relationships. As a data structure, they underpin a digital information system, support users in resource discovery and retrieval, and are useful for…

Digital Libraries · Computer Science 2018-09-13 Bernhard Haslhofer , Antoine Isaac , Rainer Simon

Scientists always look for the most accurate and relevant answers to their queries in the literature. Traditional scholarly digital libraries list documents in search results, and therefore are unable to provide precise answers to search…

Digital Libraries · Computer Science 2021-07-13 Golsa Heidari , Ahmad Ramadan , Markus Stocker , Sören Auer

The recent Artificial Intelligence (AI) revolution has opened transformative possibilities for the humanities, particularly in unlocking the visual-artistic content embedded in historical illuminated manuscripts. While digital archives now…

Information Retrieval · Computer Science 2026-01-13 Yoav Evron , Michal Bar-Asher Siegal , Michael Fire

The Virginia Tech University Libraries (VTUL) Digital Library Platform (DLP) hosts digital collections that offer our users access to a wide variety of documents of historical and cultural importance. These collections are not only of…

Digital Libraries · Computer Science 2025-09-05 Bipasha Banerjee , Jennifer Goyne , William A. Ingram

Iconography and iconology are fundamental domains when it comes to understanding artifacts of cultural heritage. Iconography deals with the study and interpretation of visual elements depicted in artifacts and their symbolism, while…

Artificial Intelligence · Computer Science 2024-02-02 Bruno Sartini

At a time when the quantity of - more or less freely - available data is increasing significantly, thanks to digital corpora, editions or libraries, the development of data mining tools or deep learning methods allows researchers to build a…

Computer Vision and Pattern Recognition · Computer Science 2019-04-29 Jean-Baptiste Camps , Gilles Guilhem Couffignal

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 aim of this paper is to summarize our work-in-progress on…

Digital Libraries · Computer Science 2025-06-25 Luiz do Valle Miranda , Krzysztof Kutt , Elżbieta Sroka , Grzegorz J. Nalepa

Distant viewing approaches have typically used image datasets close to the contemporary image data used to train machine learning models. To work with images from other historical periods requires expert annotated data, and the quality of…

Computer Vision and Pattern Recognition · Computer Science 2024-04-12 Christofer Meinecke , Estelle Guéville , David Joseph Wrisley , Stefan Jänicke

Smart maintenance of historic buildings involves integration of digital technologies and data analysis methods to help maintain functionalities of these buildings and preserve their heritage values. However, the maintenance of historic…

Systems and Control · Electrical Eng. & Systems 2023-10-04 Zhongjun Ni

Large-scale digitization in Galleries, Libraries, Archives and Museums (GLAM) created the conditions for providing access to collections as data. It opened new opportunities to explore, use and reuse digital collections. Strong proponents…

The rise of digitization of cultural documents offers large-scale contents, opening the road for development of AI systems in order to preserve, search, and deliver cultural heritage. To organize such cultural content also means to classify…

Machine Learning · Computer Science 2021-05-26 Cheikh Brahim El Vaigh , Noa Garcia , Benjamin Renoust , Chenhui Chu , Yuta Nakashima , Hajime Nagahara

Enforcing archival standards requires specialized expertise, and manually creating metadata descriptions for archival materials is a tedious and error-prone task. This work aims at exploring the potential of agentic AI and large language…

Artificial Intelligence · Computer Science 2026-02-03 Jinghua Groppe , Andreas Marquet , Annabel Walz , Sven Groppe

Herbarium contains treasures of millions of specimens which have been preserved for several years for scientific studies. To speed up more scientific discoveries, a digitization of these specimens is currently on going to facilitate easy…

Computer Vision and Pattern Recognition · Computer Science 2021-04-20 Burhan Rashid Hussein , Owais Ahmed Malik , Wee-Hong Ong , Johan Willem Frederik Slik

Cultural heritage applications and advanced machine learning models are creating a fruitful synergy to provide effective and accessible ways of interacting with artworks. Smart audio-guides, personalized art-related content and gamification…

Computer Vision and Pattern Recognition · Computer Science 2024-08-20 Dario Cioni , Lorenzo Berlincioni , Federico Becattini , Alberto del Bimbo

Engaging in interdisciplinary projects on the intersection between visualization and humanities research can be a challenging endeavor. Challenges can be finding valuable outcomes for both domains, or how to apply state-of-the-art visual…

Human-Computer Interaction · Computer Science 2024-04-12 Christofer Meinecke

Since decades, the modelling of metadata has been core to the functioning of any academic library. Its importance has only enhanced with the increasing pervasiveness of Generative Artificial Intelligence (AI)-driven information activities…

Digital Libraries · Computer Science 2025-03-18 Mayukh Bagchi

Digitisation in the cultural heritage sector has produced large but fragmented repositories of museum collection data, spanning structured catalogue records, images, and unstructured descriptions. Existing museum information systems often…

Artificial Intelligence · Computer Science 2026-05-25 Jinhao Li , Jianzhong Qi , Soyeon Caren Han , Eun-Jung Holden

The acquisition of physical artifacts not only involves transferring existing information into the digital ecosystem but also generates information as a process itself, underscoring the importance of meticulous management of FAIR data and…

Digital Libraries · Computer Science 2024-05-06 Arianna Moretti , Ivan Heibi , Silvio Peroni
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