Semantic Annotation to Support Description of the Art Market
Dominik Filipiak , Krzysztof Węcel , Agata Filipowska
AbstractThe 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.
|Journal series||CEUR Workshop Proceedings, ISSN 1613-0073, (0 pkt)|
|Publication size in sheets||0.5|
|Conference||11th International Conference on Semantic Systems (SEMANTiCS 2015), 15-09-2015 - 17-09-2015, Vienna, Austria|
|Keywords in English||Art Market Analysis, Linked Data, Semantic Tagging, Econometrics|
|Score|| = 0.0, 19-12-2019, ArticleFromJournal|
= 5.0, 19-12-2019, ArticleFromJournal
|Citation count*||4 (2021-05-09)|
|Tytuł numeru||Proceedings of the Posters and Demos Track at the 11th International Conference on Semantic Systems|
* presented citation count is obtained through Internet information analysis and it is close to the number calculated by the Publish or Perish system.