{"created":"2020-09-01T13:57:49.116172+00:00","id":4037,"links":{},"metadata":{"_buckets":{"deposit":"84b0f1ed-9b33-4e8a-896d-6ac71522df82"},"_deposit":{"id":"4037","owners":[],"pid":{"revision_id":0,"type":"recid","value":"4037"},"status":"published"},"_oai":{"id":"oai:meral.edu.mm:recid/4037","sets":["1582963302567:1597824175385"]},"communities":["ucsy"],"item_1583103067471":{"attribute_name":"Title","attribute_value_mlt":[{"subitem_1551255647225":"Community Detection in Social Graph Using Nature-Inspired Based Artificial Bee Colony Algorithm with Crossover and Mutation","subitem_1551255648112":"en"}]},"item_1583103085720":{"attribute_name":"Description","attribute_value_mlt":[{"interim":"Many types of social network are modelled asgraphs. Community detection has been an important researcharea in social graph analysis. Community detection can beviewed as an optimization problem. Nowadays, researchers usenature-inspired algorithms to solve optimization problem.Their goal is to find the optimal solution for a given problem.In this paper, nature-inspired based artificial bee colonyalgorithm with crossover and mutation is used to detectcommunity in social graphs. GraphX is built as a library onthe top of Spark by encoding graph as a collection of verticesand edges. Comparative studies describe that the proposedalgorithm and other nature-inspired algorithms can effectivelydetect the community structure on real world social graphs asother traditional community detection algorithms."}]},"item_1583103108160":{"attribute_name":"Keywords","attribute_value_mlt":[{"interim":"artificial bee colony"},{"interim":"community detection"},{"interim":"graph"},{"interim":"GraphX"},{"interim":"spark"},{"interim":"crossover"},{"interim":"mutation and modularity"}]},"item_1583103120197":{"attribute_name":"Files","attribute_type":"file","attribute_value_mlt":[{"accessrole":"open_access","date":[{"dateType":"Available","dateValue":"2019-08-05"}],"displaytype":"preview","filename":"Community Detection in Social Graph Using Nature-Inspired Based Artificial Bee.pdf","filesize":[{"value":"743 Kb"}],"format":"application/pdf","licensetype":"license_note","mimetype":"application/pdf","url":{"url":"https://meral.edu.mm/record/4037/files/Community Detection in Social Graph Using Nature-Inspired Based Artificial Bee.pdf"},"version_id":"1517ecc2-7251-418e-b8c5-311dc1d8fc86"}]},"item_1583103131163":{"attribute_name":"Journal articles","attribute_value_mlt":[{"subitem_issue":"","subitem_journal_title":"IEEE 4th International Conference on Computer and Communication Systems(2019)","subitem_pages":"","subitem_volume":""}]},"item_1583103147082":{"attribute_name":"Conference papers","attribute_value_mlt":[{"subitem_acronym":"","subitem_c_date":"","subitem_conference_title":"","subitem_part":"","subitem_place":"","subitem_session":"","subitem_website":""}]},"item_1583103211336":{"attribute_name":"Books/reports/chapters","attribute_value_mlt":[{"subitem_book_title":"","subitem_isbn":"","subitem_pages":"","subitem_place":"","subitem_publisher":""}]},"item_1583103233624":{"attribute_name":"Thesis/dissertations","attribute_value_mlt":[{"subitem_awarding_university":"","subitem_supervisor(s)":[{"subitem_supervisor":""}]}]},"item_1583105942107":{"attribute_name":"Authors","attribute_value_mlt":[{"subitem_authors":[{"subitem_authors_fullname":"Aung, Thet Thet"},{"subitem_authors_fullname":"Nyunt, Thi Thi Soe"},{"subitem_authors_fullname":"Cho, Pyae Pyae Win"}]}]},"item_1583108359239":{"attribute_name":"Upload type","attribute_value_mlt":[{"interim":"Publication"}]},"item_1583108428133":{"attribute_name":"Publication type","attribute_value_mlt":[{"interim":"Article"}]},"item_1583159729339":{"attribute_name":"Publication date","attribute_value":"2019"},"item_1583159847033":{"attribute_name":"Identifier","attribute_value":"http://onlineresource.ucsy.edu.mm/handle/123456789/1746"},"item_title":"Community Detection in Social Graph Using Nature-Inspired Based Artificial Bee Colony Algorithm with Crossover and Mutation","item_type_id":"21","owner":"1","path":["1597824175385"],"publish_date":"2019-08-05","publish_status":"0","recid":"4037","relation_version_is_last":true,"title":["Community Detection in Social Graph Using Nature-Inspired Based Artificial Bee Colony Algorithm with Crossover and Mutation"],"weko_creator_id":"1","weko_shared_id":-1},"updated":"2021-12-13T01:22:38.108396+00:00"}