Towards efficient horizontal multimedia database fragmentation using semantic-based predicates implication

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dc.contributor.author Tekli, Joe
dc.contributor.author Getahun, Fekade
dc.contributor.author Atnafu, Solomon
dc.contributor.author Chbeiru, Richard
dc.date.accessioned 2017-07-05T08:29:18Z
dc.date.available 2017-07-05T08:29:18Z
dc.date.issued 2017-07-05
dc.identifier.uri http://hdl.handle.net/10725/5874
dc.description.abstract Partitioning techniques are traditionally used in distributed system design to reduce accesses to irrelevant information by grouping data frequently accessed together in specific fragments. Here, we address the primary horizontal fragmentation of textually annotated multimedia data. In this study, we discuss the issue of identifying semantic implications between textual-based multimedia predicates, as a crucial phase in the efficient partitioning of multimedia data. Our proposal integrates knowledge bases as a framework for assessing the semantic relatedness between predicate values and operators. We developed a prototype implementing the various aspects of multimedia semantic predicates implications. Experimental results show that the proposed method is polynomial in the number of user predicates as well as the sizes of the knowledge bases being employed. Realworld multimedia fragmentation tests are ongoing. en_US
dc.language.iso en en_US
dc.title Towards efficient horizontal multimedia database fragmentation using semantic-based predicates implication en_US
dc.type Conference Paper / Proceeding en_US
dc.author.school SOE en_US
dc.author.idnumber 201306321 en_US
dc.author.department Electrical And Computer Engineering en_US
dc.description.embargo N/A en_US
dc.identifier.ctation Getahun, F., Tekli, J., Atnafu, S., & Chbeir, R. (2007). Towards Efficient Horizontal Multimedia Database Fragmentation using Semantic-based Predicates Implication. In SBBD (Vol. 2007, pp. 68-82). en_US
dc.author.email joe.tekli@lau.edu.lb en_US
dc.identifier.tou http://libraries.lau.edu.lb/research/laur/terms-of-use/articles.php en_US
dc.identifier.url http://test2010le2i.u-bourgogne.fr/le2i/IMG/publications/Semantic%20Predicates%20Implication.pdf en_US
dc.author.affiliation Lebanese American University en_US

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