{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2022,6,2]],"date-time":"2022-06-02T05:12:00Z","timestamp":1654146720746},"reference-count":19,"publisher":"IGI Global","issue":"4","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2012,10,1]]},"abstract":"<p>Folksonomies like Delicious and LastFm are modeled as multilateral (user-resource-tag) hypergraphs for studying their network properties. Detecting communities of similar nodes from such networks is a challenging problem. Most existing algorithms for community detection in folksonomies assign unique communities to nodes, whereas in reality, users have multiple relevant interests and same resource is often tagged with semantically different tags. Few attempts to perceive overlapping communities work on forecasts of hypergraph, which results in momentous loss of information contained in original tripartite structure. Propose first algorithm to detect overlapping communities in folksonomies using complete hypergraph structure. The authors\u2019 algorithm converts a hypergraph into its parallel line graph, using measures of hyperedge similarity, whereby any community detection algorithm on unipartite graphs can be used to produce intersecting communities in folksonomy. Through extensive experiments on synthetic as well as real folksonomy data, demonstrate that proposed algorithm can detect better community structures as compared to existing state-of-the-art algorithms for folksonomies.<\/p>","DOI":"10.4018\/jitwe.2012100104","type":"journal-article","created":{"date-parts":[[2013,2,15]],"date-time":"2013-02-15T23:14:55Z","timestamp":1360970095000},"page":"50-60","source":"Crossref","is-referenced-by-count":2,"title":["Identifying Overlying Group of People through Clustering"],"prefix":"10.4018","volume":"7","author":[{"given":"P.","family":"Manimaran","sequence":"first","affiliation":[{"name":"Department of Computer Science and Engineering, K.S. Rangasamy College of Technology, Namakkal-Dt., Tamilnadu, India"}]},{"given":"K.","family":"Duraiswamy","sequence":"additional","affiliation":[{"name":"Department of Computer Science and Engineering, K.S. Rangasamy College of Technology, Namakkal-Dt., Tamilnadu, India"}]}],"member":"2432","reference":[{"key":"jitwe.2012100104-0","doi-asserted-by":"publisher","DOI":"10.1038\/nature09182"},{"key":"jitwe.2012100104-1","doi-asserted-by":"crossref","unstructured":"Cantador, I., Brusilovsky, P., & Kuflik, T. (2011, October 23-27). Workshop on information heterogeneity and fusion in recommender systems. In Proceedings of the ACM Conference on Recommender Systems, Chicago, IL.","DOI":"10.1145\/2043932.2044016"},{"key":"jitwe.2012100104-2","doi-asserted-by":"publisher","DOI":"10.1103\/PhysRevE.70.066111"},{"key":"jitwe.2012100104-3","doi-asserted-by":"publisher","DOI":"10.1103\/PhysRevE.80.016105"},{"key":"jitwe.2012100104-4","doi-asserted-by":"publisher","DOI":"10.1016\/j.physrep.2009.11.002"},{"key":"jitwe.2012100104-5","doi-asserted-by":"crossref","unstructured":"Ghosh, S., Kane, P., & Ganguly, N. (2011, March 28-April 1). Identifying overlapping communities in folksonomies or tripartite hypergraphs. In Proceedings of the ACM Conference of the World Wide Web, Hyderabad, India (pp. 39-40).","DOI":"10.1145\/1963192.1963213"},{"key":"jitwe.2012100104-6","doi-asserted-by":"publisher","DOI":"10.1073\/pnas.122653799"},{"key":"jitwe.2012100104-7","first-page":"69","article-title":"Finding and evaluating community structure in networks.","author":"M.Girvan","year":"2004","journal-title":"Physical Review E: Statistical, Nonlinear, and Soft Matter Physics"},{"key":"jitwe.2012100104-8","doi-asserted-by":"publisher","DOI":"10.1103\/PhysRevE.76.036102"},{"key":"jitwe.2012100104-9","doi-asserted-by":"crossref","unstructured":"Konstas, I., Stathopoulos, V., & Jose, J. M. (2009, July 19-23). On social networks and collaborative recommendation. 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