Improved Re-ranking Approach for Multimedia Search Engines

dc.contributor.authorAlqaraleh, Saed
dc.contributor.authorRamadan, Omar
dc.date.accessioned2026-02-06T18:28:36Z
dc.date.issued2018
dc.departmentDoğu Akdeniz Üniversitesi
dc.description9th International Conference on Information and Communication Systems (ICICS) -- APR 03-05, 2018 -- Irbid, JORDAN
dc.description.abstractIn this paper, a new re-ranking approach based on the multimedia contents and some user specific actions is presented for improving the performance of multimedia search engines. The proposed approach has the ability of working with all multimedia types: video, image, and audio. In addition, a group of descriptors with weight assigned dynamically have been used to describe the multimedia files accurately. Furthermore, the weight of each descriptor, which affects the file rank, is assigned based on the percentage of differences that found by the descriptor. Several experiments have been conducted and it has been observed that the proposed re-ranking approach shows the most relevant files to the top of the query results, and increases the percentage of the retrieved relevant files.
dc.description.sponsorshipJordan Univ Sci & Technol,Atypon
dc.identifier.endpage116
dc.identifier.isbn978-1-5386-4366-2
dc.identifier.issn2471-125X
dc.identifier.orcid0000-0002-7146-3905
dc.identifier.scopus2-s2.0-85048486559
dc.identifier.scopusqualityN/A
dc.identifier.startpage111
dc.identifier.urihttps://hdl.handle.net/11129/11017
dc.identifier.wosWOS:000434809300020
dc.identifier.wosqualityN/A
dc.indekslendigikaynakWeb of Science
dc.indekslendigikaynakScopus
dc.language.isoen
dc.publisherIEEE
dc.relation.ispartof2018 9Th International Conference on Information and Communication Systems (Icics)
dc.relation.publicationcategoryKonferans Öğesi - Uluslararası - Kurum Öğretim Elemanı
dc.rightsinfo:eu-repo/semantics/openAccess
dc.snmzKA_WoS_20260204
dc.subjectRe-ranking algorithm
dc.subjectimplicit ranking
dc.subjectmultimedia search engines
dc.subjectinformation retrieval
dc.titleImproved Re-ranking Approach for Multimedia Search Engines
dc.typeConference Object

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