{"_buckets": {"deposit": "0097e471-9c9e-410e-bd9a-1187976b5ee1"}, "_deposit": {"created_by": 45, "id": "6295", "owner": "45", "owners": [45], "owners_ext": {"displayname": "", "username": ""}, "pid": {"revision_id": 0, "type": "recid", "value": "6295"}, "status": "published"}, "_oai": {"id": "oai:meral.edu.mm:recid/6295", "sets": ["user-uit"]}, "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", "download_preview_message": "", "file_order": 0, "filename": "Towards the Discovery of Genuine Social Groups from Mobility Data.pdf", "filesize": [{"value": "1.7 Mb"}], "format": "application/pdf", "future_date_message": "", "is_thumbnail": false, "licensefree": "© 2018 ICAIT", "licensetype": "license_free", "mimetype": "application/pdf", "size": 1700000.0, "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"], "permalink_uri": "http://hdl.handle.net/20.500.12678/0000006295", "pubdate": {"attribute_name": "Deposited date", "attribute_value": "2020-11-19"}, "publish_date": "2020-11-19", "publish_status": "0", "recid": "6295", "relation": {}, "relation_version_is_last": true, "title": ["Towards the Discovery of Genuine Social Groups from Mobility Data"], "weko_shared_id": -1}