{"created":"2020-11-19T16:59:59.773463+00:00","id":6295,"links":{},"metadata":{"_buckets":{"deposit":"0097e471-9c9e-410e-bd9a-1187976b5ee1"},"_deposit":{"created_by":45,"id":"6295","owner":"45","owners":[45],"owners_ext":{"displayname":"","email":"dimennyaung@uit.edu.mm","username":""},"pid":{"revision_id":0,"type":"recid","value":"6295"},"status":"published"},"_oai":{"id":"oai:meral.edu.mm:recid/6295","sets":["1582963342780:1605779935331"]},"communities":["uit"],"item_1583103067471":{"attribute_name":"Title","attribute_value_mlt":[{"subitem_1551255647225":"Towards the Discovery of Genuine Social Groups from Mobility Data","subitem_1551255648112":"en"}]},"item_1583103085720":{"attribute_name":"Description","attribute_value_mlt":[{"interim":"Extraction of social groups from human mobility datasets\nhas been regarded as convoy mining problem since a\nconvoy (defined as a group of people which are spatially\nclose to each other across time) is customarily assumed to\nrepresent a social group. However, social groups cannot\nbe modelled trivially as a convoy as empirical evidence\nsuggests convoy mining will report many ‘false positives’\nand miss some ‘false negatives’. We propose a two-step\nmethod to discover social groups from human mobility\ndata in real-time. To the best of our knowledge, this paper\nis the first attempt to discover genuine social groups from\nmobility data. Experiments on the real-life dataset\nindicate that our two-step approach can accurately and\nefficiently discover genuine social groups."}]},"item_1583103108160":{"attribute_name":"Keywords","attribute_value_mlt":[{"interim":"Real-time Data Mining"},{"interim":"Mobility Data"}]},"item_1583103120197":{"attribute_name":"Files","attribute_type":"file","attribute_value_mlt":[{"accessrole":"open_access","date":[{"dateType":"Available","dateValue":"2020-11-19"}],"displaytype":"preview","filename":"Towards the Discovery of Genuine Social Groups from Mobility Data.pdf","filesize":[{"value":"1.7 Mb"}],"format":"application/pdf","license_note":"© 2018 ICAIT","licensetype":"license_note","url":{"url":"https://meral.edu.mm/record/6295/files/Towards the Discovery of Genuine Social Groups from Mobility Data.pdf"},"version_id":"0024b477-4c0e-4105-a420-31c7f5ff857e"}]},"item_1583103147082":{"attribute_name":"Conference papers","attribute_value_mlt":[{"subitem_acronym":"ICAIT-2018","subitem_c_date":"1-2 November, 2018","subitem_conference_title":"2nd International Conference on Advanced Information Technologies","subitem_place":"Yangon, Myanmar","subitem_session":"Data Mining","subitem_website":"https://www.uit.edu.mm/icait-2018/"}]},"item_1583105942107":{"attribute_name":"Authors","attribute_value_mlt":[{"subitem_authors":[{"subitem_authors_fullname":"Htoo Htet Aung"},{"subitem_authors_fullname":"Nay Aung Lwin"},{"subitem_authors_fullname":"Phyo Phyo San"}]}]},"item_1583108359239":{"attribute_name":"Upload type","attribute_value_mlt":[{"interim":"Publication"}]},"item_1583108428133":{"attribute_name":"Publication type","attribute_value_mlt":[{"interim":"Conference paper"}]},"item_1583159729339":{"attribute_name":"Publication date","attribute_value":"2018-11-02"},"item_title":"Towards the Discovery of Genuine Social Groups from Mobility Data","item_type_id":"21","owner":"45","path":["1605779935331"],"publish_date":"2020-11-19","publish_status":"0","recid":"6295","relation_version_is_last":true,"title":["Towards the Discovery of Genuine Social Groups from Mobility Data"],"weko_creator_id":"45","weko_shared_id":-1},"updated":"2021-12-13T04:48:41.535555+00:00"}