Exploitation of Rich Semantic Data
Call for Papers
Chair: Lorenzo CECCON
(Politecnico di Milano, Italy)
Keywords: Cultural Heritage, Artificial Intelligence, Semantic Web, Knowledge Graphs, Ontologies
This is the second of two sessions that explore the impact of twenty years of the Semantic Web on Cultural Heritage documentation. When Tim Berners-Lee laid out the foundations of the Semantic Web in 2001 his vision was of seamless integration of data across organizational, discipline, and even international borders for both humans and machine-based agents. The sessions want to capture the ideals of 2001 and transfer them to 2021, incorporating things like the FAIR-principles and the lessons learnt from visionary initiatives like Time Machine Europe.
We are happy to accept papers that deal with both capture and exploitation, as two linked papers split between the two sessions.
Issues of particular interest include: –
- scaling of data exploitation efforts
- inference making and gap-filling
- pattern and style recognition and characterization
- dissemination and visualization tools and best practice
- Bassier M., Bonduel M., Derdaele J., Vergauwen M. (2019) Towards the Semantic Enrichment of Existing Online 3D Building Geometry to Publish Linked Building Data. In: Villazón-Terrazas B., Hidalgo-Delgado Y. (eds) Knowledge Graphs and Semantic Web. KGSWC 2019. Communications in Computer and Information Science, vol 1029. Springer, Cham. https://doi.org/10.1007/978-3-030-21395-4_10
- Holzinger, A., Malle, B., Saranti, A., Pfeifer, B. (2021) Towards multi-modal causability with Graph Neural Networks enabling information fusion for explainable AI, Information Fusion, Volume 71, 2021, Pages 28-37, ISSN 1566-2535, https://doi.org/10.1016/j.inffus.2021.01.008.
- Norris S. (2018) Where Ontologies End and Knowledge Graphs Begin, ODSC Open Data Science, October 1, 2018, https://opendatascience.com/where-ontologies-end-and-knowledge-graphs-begin/ (accessed: February 26, 2021)
- Chaillou S., Landes, J., Dissen, H., Fure, H. (2020) Architecture as a Graph: A Computational Approach, in Towards Data Science (online magazine), 2020,
Send us your submission until July 30, 2021