Community Adaptive Search Engines. (26th June 2009)
- Record Type:
- Journal Article
- Title:
- Community Adaptive Search Engines. (26th June 2009)
- Main Title:
- Community Adaptive Search Engines
- Authors:
- Milani, Alfredo
Leung, Clement
Chan, Alice - Abstract:
- This paper introduces Community Adaptive Search Engines (CASE) for multimedia object retrieval. CASE systems adapt their behaviour depending on the collective feedback of the users in order to eventually converge to the optimal answer. The community adaptive approach uses continuous user feedbacks on the lists of returned objects in order to filter out irrelevant objects and promote the relevant ones. An original dealer/opponent game model for CASE is proposed and an evolutionary approach to solve the CASE game is also presented. Experimental results shows convergence to the optimal solution with acceptable performance for real domain sizes.
- Is Part Of:
- International journal of advanced intelligence paradigms. Volume 1:Number 4(2009)
- Journal:
- International journal of advanced intelligence paradigms
- Issue:
- Volume 1:Number 4(2009)
- Issue Display:
- Volume 1, Issue 4 (2009)
- Year:
- 2009
- Volume:
- 1
- Issue:
- 4
- Issue Sort Value:
- 2009-0001-0004-0000
- Page Start:
- 432
- Page End:
- 443
- Publication Date:
- 2009-06-26
- Subjects:
- adaptive information retrieval -- collective knowledge -- evolutionary computation -- game theory -- adaptive search engines -- multimedia object retrieval -- multimedia objects -- user feedback -- continuous feedback
Artificial intelligence -- Periodicals
Machine theory -- Periodicals
Fuzzy logic -- Periodicals
006.305 - Journal URLs:
- http://www.inderscience.com/browse/index.php?journalID=272 ↗
http://www.inderscience.com/ ↗ - Languages:
- English
- ISSNs:
- 1755-0386
- Deposit Type:
- Legaldeposit
- View Content:
- Available online (eLD content is only available in our Reading Rooms) ↗
- Physical Locations:
- British Library DSC - BLDSS-3PM
British Library STI - ELD Digital store - Ingest File:
- 8136.xml