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It preserves precious memories, allows us to form our own identities and encourages us to accept the past. Our work takes the advantage of modern sensor technologies to support reminiscence, enabling self\u2010monitoring of personal activities and individual movement in space and time on a daily basis. This paper presents MyEvents, a web\u2010based personal visual analytics platform designed for non\u2010computing experts, that allows for the collection of long\u2010term location and movement data and the generation of event mementos. Our research is focused on two prominent goals in event reminiscence: (1) selection subjectivity and human involvement in the process of self\u2010knowledge discovery and memento creation; and (2) the enhancement of event familiarity by presenting target events and their related information for optimal memory recall and reminiscence. A novel multi\u2010significance event ranking model is proposed to determine significant events in the personal history according to user preferences for event category, frequency and regularity. The evaluation results show that MyEvents effectively fulfils the reminiscence goals and tasks.<\/jats:p>","DOI":"10.1111\/cgf.13596","type":"journal-article","created":{"date-parts":[[2019,1,7]],"date-time":"2019-01-07T02:47:39Z","timestamp":1546829259000},"page":"647-662","update-policy":"https:\/\/doi.org\/10.1002\/crossmark_policy","source":"Crossref","is-referenced-by-count":3,"title":["MyEvents: A Personal Visual Analytics Approach for Mining Key Events and Knowledge Discovery in Support of Personal Reminiscence"],"prefix":"10.1111","volume":"38","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-9269-4964","authenticated-orcid":false,"given":"F.","family":"Parvinzamir","sequence":"first","affiliation":[{"name":"University of Bedfordshire Centre for Visualisation and Data Analytics Luton UK"},{"name":"Queen's University Belfast, School of Electronics Electrical Engineering and Computer Science Belfast UK"},{"name":"InsightZen Group Hangzhou China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Y.","family":"Zhao","sequence":"additional","affiliation":[{"name":"University of Bedfordshire Centre for Visualisation and Data Analytics Luton UK"},{"name":"Communication University of Zhejiang Hangzhou China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Z.","family":"Deng","sequence":"additional","affiliation":[{"name":"University of Bedfordshire Centre for Visualisation and Data Analytics Luton UK"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"F.","family":"Dong","sequence":"additional","affiliation":[{"name":"University of Bedfordshire Centre for Visualisation and Data Analytics Luton UK"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"311","published-online":{"date-parts":[[2019,1,5]]},"reference":[{"key":"e_1_2_9_2_1","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-37583-5"},{"key":"e_1_2_9_3_1","doi-asserted-by":"publisher","DOI":"10.1177\/1473871615581216"},{"key":"e_1_2_9_4_1","doi-asserted-by":"publisher","DOI":"10.1109\/TVCG.2012.311"},{"key":"e_1_2_9_5_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.cag.2007.01.030"},{"key":"e_1_2_9_6_1","doi-asserted-by":"publisher","DOI":"10.1145\/2254556.2254645"},{"key":"e_1_2_9_7_1","doi-asserted-by":"publisher","DOI":"10.1007\/s10902-005-3889-4"},{"key":"e_1_2_9_8_1","doi-asserted-by":"publisher","DOI":"10.1109\/TVCG.2010.206"},{"key":"e_1_2_9_9_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.compenvurbsys.2013.10.007"},{"key":"e_1_2_9_10_1","doi-asserted-by":"publisher","DOI":"10.1109\/TVCG.2015.2467619"},{"key":"e_1_2_9_11_1","doi-asserted-by":"publisher","DOI":"10.1145\/2254556.2254637"},{"key":"e_1_2_9_12_1","unstructured":"[Few17]\u00a0FewS.:Data visualization effectiveness profile.Perceptual Edge(2017).https:\/\/www.perceptualedge.com\/articles\/visual_business_intelligence\/data_visualization_effectiveness_profile.pdf."},{"key":"e_1_2_9_13_1","doi-asserted-by":"publisher","DOI":"10.1145\/587078.587102"},{"key":"e_1_2_9_14_1","doi-asserted-by":"publisher","DOI":"10.1109\/VAST.2006.261421"},{"key":"e_1_2_9_15_1","doi-asserted-by":"publisher","DOI":"10.1109\/TVCG.2014.2346682"},{"key":"e_1_2_9_16_1","doi-asserted-by":"publisher","DOI":"10.1179\/000870403235002042"},{"key":"e_1_2_9_17_1","doi-asserted-by":"crossref","first-page":"1733","DOI":"10.1145\/1518701.1518967","volume-title":"Proceedings of the SIGCHI Conference on Human Factors in Computing Systems","author":"Hilliges O.","year":"2009"},{"key":"e_1_2_9_18_1","first-page":"1","article-title":"Questionnaire administration via the WWW : A validation & reliability study for a user satisfaction questionnaire","volume":"97","author":"Harper B.","year":"1998","journal-title":"WebNet"},{"key":"e_1_2_9_19_1","doi-asserted-by":"publisher","DOI":"10.1109\/TVCG.2014.2359887"},{"key":"e_1_2_9_20_1","doi-asserted-by":"publisher","DOI":"10.1016\/S0020-7489(02)00101-3"},{"key":"e_1_2_9_21_1","doi-asserted-by":"publisher","DOI":"10.1109\/IV.2011.32"},{"key":"e_1_2_9_22_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.artmed.2010.02.001"},{"key":"e_1_2_9_23_1","doi-asserted-by":"publisher","DOI":"10.1109\/PacificVis.2014.57"},{"key":"e_1_2_9_24_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.ijhcs.2010.12.004"},{"key":"e_1_2_9_25_1","doi-asserted-by":"publisher","DOI":"10.1093\/geronj\/26.2.240"},{"key":"e_1_2_9_26_1","doi-asserted-by":"publisher","DOI":"10.1109\/TVCG.2013.200"},{"key":"e_1_2_9_27_1","doi-asserted-by":"publisher","DOI":"10.1145\/1394445.1394472"},{"key":"e_1_2_9_28_1","unstructured":"[Oy12]\u00a0OyP.:Moves 2012.https:\/\/www.moves\u2010app.com\/. 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