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The automatic organization of a multimedia collection into groups of items, where each group corresponds to a distinct event is described as Social Event Detection (SED). Contextual information, present for each photograph in social media adds semantics to the photographs. For semantic based retrieval, ontology based approaches yield good retrieval results, by reducing the number of false positives. So, the proposed approach moves with domain ontology construction followed by a hybrid clustering approach. Compared to the existing single-pass incremental clustering algorithm, the proposed approach ensures a good f-measure of 0.8608.<\/p>","DOI":"10.4018\/ijswis.2018100102","type":"journal-article","created":{"date-parts":[[2018,8,1]],"date-time":"2018-08-01T10:26:36Z","timestamp":1533119196000},"page":"33-56","source":"Crossref","is-referenced-by-count":5,"title":["Ontology With Hybrid Clustering Approach for Improving the Retrieval Relevancy in Social Event Detection"],"prefix":"10.4018","volume":"14","author":[{"given":"Sheba","family":"Selvam","sequence":"first","affiliation":[{"name":"National Institute of Technology Tiruchirappalli, Tiruchirappalli, India"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Ramadoss","family":"Balakrishnan","sequence":"additional","affiliation":[{"name":"National Institute of Technology Tiruchirappalli, Tiruchirappalli, India"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Balasundaram Sadhu","family":"Ramakrishnan","sequence":"additional","affiliation":[{"name":"National Institute of Technology Tiruchirappalli, Tiruchirappalli, India"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"2432","reference":[{"key":"IJSWIS.2018100102-0","doi-asserted-by":"publisher","DOI":"10.1145\/1255175.1255177"},{"key":"IJSWIS.2018100102-1","first-page":"37","article-title":"On-line new event detection and tracking.","author":"J.Allan","year":"1998","journal-title":"Proceedings of the 21st annual international ACM SIGIR conference on Research and development in information retrieval"},{"key":"IJSWIS.2018100102-2","article-title":"Event Identification in Social Media.","author":"H.Becker","year":"2009"},{"key":"IJSWIS.2018100102-3","doi-asserted-by":"publisher","DOI":"10.1145\/1718487.1718524"},{"key":"IJSWIS.2018100102-4","doi-asserted-by":"publisher","DOI":"10.1007\/3-540-28349-8_2"},{"key":"IJSWIS.2018100102-5","doi-asserted-by":"publisher","DOI":"10.1002\/asna.200811233"},{"key":"IJSWIS.2018100102-6","doi-asserted-by":"crossref","unstructured":"Brenner, M., & Izquierdo, E. 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