{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2022,12,31]],"date-time":"2022-12-31T19:32:38Z","timestamp":1672515158547},"reference-count":8,"publisher":"World Scientific Pub Co Pte Lt","issue":"02","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["Int. J. Semantic Computing"],"published-print":{"date-parts":[[2012,6]]},"abstract":"<jats:p> To be effective multimedia retrieval mechanisms, index methods must provide not only efficient access but also meaningful retrieval by addressing challenges in multimedia retrieval. This article presents the AH<jats:sup>+<\/jats:sup>-tree, a height-balanced, tree-based index structure that efficiently incorporates high-level affinity information to support Content-Based Image Retrieval (CBIR) through similarity queries. The incorporation of affinity information allows the AH<jats:sup>+<\/jats:sup>-tree to address the problems of semantic gap and user perception subjectivity inherent to multimedia retrieval. Based on the Affinity-Hybrid Tree (AH-Tree), the AH<jats:sup>+<\/jats:sup>-tree utilizes affinity information in a novel way to eliminate the I\/O overhead of the AH-Tree while maintaining the same functionality and quality of results. We explain the structure of the AH<jats:sup>+<\/jats:sup>-tree and implement and analyze algorithms for tree construction and similarity queries (range and nearest neighbor). Experimental results demonstrate the superior I\/O efficiency of the AH<jats:sup>+<\/jats:sup>-tree over that of the AH-Tree and the M-tree without a detrimental impact on real-time costs of the retrieval process. <\/jats:p>","DOI":"10.1142\/s1793351x12400065","type":"journal-article","created":{"date-parts":[[2012,10,22]],"date-time":"2012-10-22T05:26:52Z","timestamp":1350883612000},"page":"155-178","source":"Crossref","is-referenced-by-count":4,"title":["A SEMANTIC INDEX STRUCTURE FOR MULTIMEDIA RETRIEVAL"],"prefix":"10.1142","volume":"06","author":[{"given":"FAUSTO C.","family":"FLEITES","sequence":"first","affiliation":[{"name":"School of Computing and Information Sciences, Florida International University, Miami, FL 33199, USA"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"SHU-CHING","family":"CHEN","sequence":"additional","affiliation":[{"name":"School of Computing and Information Sciences, Florida International University, Miami, FL 33199, USA"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"KASTURI","family":"CHATTERJEE","sequence":"additional","affiliation":[{"name":"TechnoratiMedia Inc., San Francisco, CA 94108, USA"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"219","published-online":{"date-parts":[[2012,10,22]]},"reference":[{"key":"rf2","doi-asserted-by":"publisher","DOI":"10.1007\/BF00288683"},{"key":"rf7","doi-asserted-by":"publisher","DOI":"10.1145\/356770.356776"},{"key":"rf8","volume-title":"Fundamentals of Database Systems","author":"Elmasri R.","year":"2006"},{"key":"rf12","first-page":"367","volume":"30","author":"Jagadish H. V.","journal-title":"ACM Trans. on Database Systems"},{"key":"rf14","first-page":"625","volume":"15","author":"Lomet D. B.","journal-title":"IEEE Transactions on Knowledge and Data Engineering"},{"key":"rf15","first-page":"372","volume":"4","author":"Lu G.","journal-title":"IEEE Transactions on Multimedia"},{"key":"rf19","doi-asserted-by":"publisher","DOI":"10.1142\/S1793351X07000044"},{"key":"rf25","volume-title":"Similarity Search: The Metric Space Approach","author":"Zezula P.","year":"2005"}],"container-title":["International Journal of Semantic Computing"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/www.worldscientific.com\/doi\/pdf\/10.1142\/S1793351X12400065","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,8,6]],"date-time":"2019-08-06T14:48:33Z","timestamp":1565102913000},"score":1,"resource":{"primary":{"URL":"https:\/\/www.worldscientific.com\/doi\/abs\/10.1142\/S1793351X12400065"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2012,6]]},"references-count":8,"journal-issue":{"issue":"02","published-online":{"date-parts":[[2012,10,22]]},"published-print":{"date-parts":[[2012,6]]}},"alternative-id":["10.1142\/S1793351X12400065"],"URL":"https:\/\/doi.org\/10.1142\/s1793351x12400065","relation":{},"ISSN":["1793-351X","1793-7108"],"issn-type":[{"value":"1793-351X","type":"print"},{"value":"1793-7108","type":"electronic"}],"subject":[],"published":{"date-parts":[[2012,6]]}}}