Artificial Intelligence and Digital Heritage: Challenges and Opportunities - ARTIDIGH 2020

A special session at the 12th International Conference on Agents and Artificial Intelligence (ICAART) is called on:

Artificial Intelligence and Digital Heritage: Challenges and Opportunities - ARTIDIGH 2020

This special session welcomes papers that reflect upon, discuss and present the technical and societal challenges (e.g. labour to produce labeled datasets, heterogeneity of data, bias in training sets) digital heritage professionals and researchers are facing when trying to capitalise on the transformative power of artificial intelligence in the context of digital archive, image, and audio/visual collections. Next to position papers, we are also looking for papers in which project consortia discuss their approach and present first results.

Chairs: Andreas Weber (Twente University), Marieke van Erp (Digital Humanities Lab KNAW Humanities Cluster), Maarten Heerlien (Rijksmuseum Amsterdam).

• Bias and digital collections


• Dealing with uncertainty, quality issues and collection gaps


• Multimodal collection access


• Geographic/spatial enrichment and access


• New ways of accessing collections such as associative and serendipitous search


• Network Analysis


• Natural Language Processing for the Heritage Domain


• Trend and change analysis


• Automatic collection provenance enrichment


• Reflections on the influence of AI on the heritage domain