Crew: Cross-Modal Resource Searching by Exploiting Wikipedia
Authors | Chen Liu Beng Chin Ooi Anthony K.H. Tung Dongxiang Zhang |
|---|---|
Publication date | 2010 |
ISBN | 978-160558933-6 |
DOI | 10.1145/1873951.1874318 |
Links |
Crew: Cross-Modal Resource Searching by Exploiting Wikipedia - scientific work about Wikipedia quality published in 2010, written by Chen Liu, Beng Chin Ooi, Anthony K.H. Tung and Dongxiang Zhang.
Overview
In Web 2.0, users have generated and shared massive amounts of resources in various media formats, such as news, blogs, audios, photos and videos. The abundance and diversity of the resources call for better integration to improve the accessibility. A straightforward approach is to link the resources via tags so that resources from different modals sharing the same tag can be connected as a graph structure. This naturally motivates a new kind of information retrieval system, named cross-modal resource search, in which given a query object from any modal, all the related resources from other modals can be retrieved in a convenient manner. However, due to the tag homonym and synonym, such an approach returns results of low quality because resources with the same tag but not semantically related will be directly connected as well. In this paper, authors propose to build the resource graph and perform query processing by exploiting Wikipedia. Authors construct a concept middle-ware between the layer of tags and resources to fully capture the semantic meaning of the resources. Such a cross-modal search system based on Wikipedia, named Crew, is built and demonstrates promising search results.
Embed
Wikipedia Quality
Liu, Chen; Ooi, Beng Chin; Tung, Anthony K.H.; Zhang, Dongxiang. (2010). "[[Crew: Cross-Modal Resource Searching by Exploiting Wikipedia]]". International Conference on Information and Knowledge Management, Proceedings 2010, pp. 929-938. ISBN: 978-160558933-6. DOI: 10.1145/1873951.1874318.
English Wikipedia
{{cite journal |last1=Liu |first1=Chen |last2=Ooi |first2=Beng Chin |last3=Tung |first3=Anthony K.H. |last4=Zhang |first4=Dongxiang |title=Crew: Cross-Modal Resource Searching by Exploiting Wikipedia |date=2010 |isbn=978-160558933-6 |doi=10.1145/1873951.1874318 |url=https://wikipediaquality.com/wiki/Crew:_Cross-Modal_Resource_Searching_by_Exploiting_Wikipedia |journal=International Conference on Information and Knowledge Management, Proceedings 2010, pp. 929-938}}
HTML
Liu, Chen; Ooi, Beng Chin; Tung, Anthony K.H.; Zhang, Dongxiang. (2010). "<a href="https://wikipediaquality.com/wiki/Crew:_Cross-Modal_Resource_Searching_by_Exploiting_Wikipedia">Crew: Cross-Modal Resource Searching by Exploiting Wikipedia</a>". International Conference on Information and Knowledge Management, Proceedings 2010, pp. 929-938. ISBN: 978-160558933-6. DOI: 10.1145/1873951.1874318.
