Semantic Annotation to Support Description of the Art Market

Dominik Filipiak , Krzysztof Węcel , Agata Filipowska


The estimation of prices on the art market has been investigated as a research topic for many years, but only recently new approaches to this problem have been applied. One of these approaches concerns extending data on a work of art with data from the Internet to improve the quality of assessment. This, however, creates a lot of challenges mostly regarding the information extraction. Semantic annotation and enrichment of the crawled data enable additional reasoning and introduce new features into existing methods, resulting in a better estimation of indices for the art market. The problem tackled by this paper is as follows: what kind of semantic enrichment on documents collected from the Internet can be introduced to extend the data on the artwork and influence the efficiency and quality of indices calculated for artworks.
Author Dominik Filipiak (WIiGE / KIE)
Dominik Filipiak,,
- Department of Information Systems
, Krzysztof Węcel (WIiGE / KIE)
Krzysztof Węcel,,
- Department of Information Systems
, Agata Filipowska (WIiGE / KIE)
Agata Filipowska,,
- Department of Information Systems
Journal seriesCEUR Workshop Proceedings, ISSN 1613-0073, (0 pkt)
Issue year2015
Publication size in sheets0.5
Conference11th International Conference on Semantic Systems (SEMANTiCS 2015), 15-09-2015 - 17-09-2015, Vienna, Austria
Keywords in EnglishArt Market Analysis, Linked Data, Semantic Tagging, Econometrics
Languageen angielski
Score (nominal)5
Score sourcejournalList
ScoreMinisterial score = 0.0, 19-12-2019, ArticleFromJournal
Ministerial score (2013-2016) = 5.0, 19-12-2019, ArticleFromJournal
Citation count*4 (2021-05-09)
Additional fields
Tytuł numeruProceedings of the Posters and Demos Track at the 11th International Conference on Semantic Systems
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* presented citation count is obtained through Internet information analysis and it is close to the number calculated by the Publish or Perish system.
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