Output details
11 - Computer Science and Informatics
University of Glasgow
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Article title
Effects of usage-based feedback on video retrieval: a simulation-based study
Type
D - Journal article
Title of journal
ACM Transactions on Information Systems
Article number
11
Volume number
29
Issue number
2
First page of article
-
ISSN of journal
1046-8188
Year of publication
2011
URL
-
Number of additional authors
3
Additional information
<17> ACM TOIS is the top journal in the field of information retrieval with an acceptance rate around 10%. The performance of video retrieval systems are very low compared to the textual retrieval mainly due to the issue of semantic gap. In this work, we demonstrated that implicit feedback, in the form of usage data, can be used effectively to improve the search quality. This paper is developed further on two earlier papers: Search trails using user feedback to improve video search, which has 22 citations; and the “Use of implicit graph for recommending relevant videos: a simulated evaluation”, which has 11 citations.
Interdisciplinary
-
Cross-referral requested
-
Research group
None
Citation count
4
Proposed double-weighted
No
Double-weighted statement
-
Reserve for a double-weighted output
No
Non-English
No
English abstract
-
