{"id":"https://openalex.org/W2347176874","doi":"https://doi.org/10.1109/pacificvis.2016.7465275","title":"A visual analytics approach for exploring individual behaviors in smartphone usage data","display_name":"A visual analytics approach for exploring individual behaviors in smartphone usage data","publication_year":2016,"publication_date":"2016-04-01","ids":{"openalex":"https://openalex.org/W2347176874","doi":"https://doi.org/10.1109/pacificvis.2016.7465275","mag":"2347176874"},"language":"en","primary_location":{"id":"doi:10.1109/pacificvis.2016.7465275","is_oa":false,"landing_page_url":"https://doi.org/10.1109/pacificvis.2016.7465275","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 IEEE Pacific Visualization Symposium (PacificVis)","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5064014860","display_name":"Mingming Lu","orcid":"https://orcid.org/0000-0002-3932-7890"},"institutions":[{"id":"https://openalex.org/I139660479","display_name":"Central South University","ror":"https://ror.org/00f1zfq44","country_code":"CN","type":"education","lineage":["https://openalex.org/I139660479"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Mingming Lu","raw_affiliation_strings":["Central South University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Central South University","institution_ids":["https://openalex.org/I139660479"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101525317","display_name":"Dan Meng","orcid":"https://orcid.org/0000-0002-0872-3540"},"institutions":[{"id":"https://openalex.org/I139660479","display_name":"Central South University","ror":"https://ror.org/00f1zfq44","country_code":"CN","type":"education","lineage":["https://openalex.org/I139660479"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Dan Meng","raw_affiliation_strings":["Central South University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Central South University","institution_ids":["https://openalex.org/I139660479"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074501894","display_name":"Yanni Peng","orcid":null},"institutions":[{"id":"https://openalex.org/I139660479","display_name":"Central South University","ror":"https://ror.org/00f1zfq44","country_code":"CN","type":"education","lineage":["https://openalex.org/I139660479"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yanni Peng","raw_affiliation_strings":["Central South University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Central South University","institution_ids":["https://openalex.org/I139660479"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100355277","display_name":"Yong Li","orcid":"https://orcid.org/0000-0001-5617-1659"},"institutions":[{"id":"https://openalex.org/I98301712","display_name":"Baidu (China)","ror":"https://ror.org/03vs3wt56","country_code":"CN","type":"company","lineage":["https://openalex.org/I98301712"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yong Li","raw_affiliation_strings":["Baidu, Inc"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Baidu, Inc","institution_ids":["https://openalex.org/I98301712"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071560359","display_name":"Ying Zhao","orcid":"https://orcid.org/0000-0002-4200-5200"},"institutions":[{"id":"https://openalex.org/I139660479","display_name":"Central South University","ror":"https://ror.org/00f1zfq44","country_code":"CN","type":"education","lineage":["https://openalex.org/I139660479"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ying Zhao","raw_affiliation_strings":["Central South University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Central South University","institution_ids":["https://openalex.org/I139660479"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024785057","display_name":"Xiaoping Fan","orcid":"https://orcid.org/0000-0003-0172-4070"},"institutions":[{"id":"https://openalex.org/I139660479","display_name":"Central South University","ror":"https://ror.org/00f1zfq44","country_code":"CN","type":"education","lineage":["https://openalex.org/I139660479"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaoping Fan","raw_affiliation_strings":["Central South University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Central South University","institution_ids":["https://openalex.org/I139660479"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100736734","display_name":"Fangfang Zhou","orcid":"https://orcid.org/0000-0003-1870-7584"},"institutions":[{"id":"https://openalex.org/I139660479","display_name":"Central South University","ror":"https://ror.org/00f1zfq44","country_code":"CN","type":"education","lineage":["https://openalex.org/I139660479"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Fangfang Zhou","raw_affiliation_strings":["Central South University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Central South University","institution_ids":["https://openalex.org/I139660479"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":"56","issue":null,"first_page":"224","last_page":"228"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11980","display_name":"Human Mobility and Location-Based Analysis","score":0.9994000196456909,"subfield":{"id":"https://openalex.org/subfields/3313","display_name":"Transportation"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T11980","display_name":"Human Mobility and Location-Based Analysis","score":0.9994000196456909,"subfield":{"id":"https://openalex.org/subfields/3313","display_name":"Transportation"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10799","display_name":"Data Visualization and Analytics","score":0.9959999918937683,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10064","display_name":"Complex Network Analysis Techniques","score":0.9932000041007996,"subfield":{"id":"https://openalex.org/subfields/3109","display_name":"Statistical and Nonlinear Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.756159245967865},{"id":"https://openalex.org/keywords/visual-analytics","display_name":"Visual analytics","score":0.7072525024414062},{"id":"https://openalex.org/keywords/visualization","display_name":"Visualization","score":0.650188148021698},{"id":"https://openalex.org/keywords/event","display_name":"Event (particle physics)","score":0.6456828117370605},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.5878077149391174},{"id":"https://openalex.org/keywords/data-visualization","display_name":"Data visualization","score":0.547379732131958},{"id":"https://openalex.org/keywords/usage-data","display_name":"Usage data","score":0.49705770611763},{"id":"https://openalex.org/keywords/analytics","display_name":"Analytics","score":0.46303805708885193},{"id":"https://openalex.org/keywords/behavioral-pattern","display_name":"Behavioral pattern","score":0.4611629843711853},{"id":"https://openalex.org/keywords/smartphone-application","display_name":"Smartphone application","score":0.4497423768043518},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.4374409317970276},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.34478896856307983},{"id":"https://openalex.org/keywords/multimedia","display_name":"Multimedia","score":0.2676961421966553},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.19223368167877197}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.756159245967865},{"id":"https://openalex.org/C59732488","wikidata":"https://www.wikidata.org/wiki/Q2528440","display_name":"Visual analytics","level":3,"score":0.7072525024414062},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.650188148021698},{"id":"https://openalex.org/C2779662365","wikidata":"https://www.wikidata.org/wiki/Q5416694","display_name":"Event (particle physics)","level":2,"score":0.6456828117370605},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.5878077149391174},{"id":"https://openalex.org/C172367668","wikidata":"https://www.wikidata.org/wiki/Q6504956","display_name":"Data visualization","level":3,"score":0.547379732131958},{"id":"https://openalex.org/C2781353284","wikidata":"https://www.wikidata.org/wiki/Q7901676","display_name":"Usage data","level":2,"score":0.49705770611763},{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.46303805708885193},{"id":"https://openalex.org/C83804111","wikidata":"https://www.wikidata.org/wiki/Q1063558","display_name":"Behavioral pattern","level":2,"score":0.4611629843711853},{"id":"https://openalex.org/C3020250448","wikidata":"https://www.wikidata.org/wiki/Q620615","display_name":"Smartphone application","level":2,"score":0.4497423768043518},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.4374409317970276},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.34478896856307983},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.2676961421966553},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.19223368167877197},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/pacificvis.2016.7465275","is_oa":false,"landing_page_url":"https://doi.org/10.1109/pacificvis.2016.7465275","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 IEEE Pacific Visualization Symposium (PacificVis)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":17,"referenced_works":["https://openalex.org/W1208857234","https://openalex.org/W1484413656","https://openalex.org/W1565240247","https://openalex.org/W1718674445","https://openalex.org/W1967032235","https://openalex.org/W1986906037","https://openalex.org/W2016738483","https://openalex.org/W2032624390","https://openalex.org/W2039557327","https://openalex.org/W2073909744","https://openalex.org/W2085009188","https://openalex.org/W2094065396","https://openalex.org/W2106687164","https://openalex.org/W2157416927","https://openalex.org/W3098098882","https://openalex.org/W6628750762","https://openalex.org/W6785688021"],"related_works":["https://openalex.org/W2158984754","https://openalex.org/W3149127250","https://openalex.org/W2564956852","https://openalex.org/W4246764483","https://openalex.org/W2126824079","https://openalex.org/W2143428259","https://openalex.org/W4378086562","https://openalex.org/W2112083262","https://openalex.org/W4389880955","https://openalex.org/W2056189874"],"abstract_inverted_index":{"The":[0,15],"percentage":[1],"of":[2,26,80,99,108,117],"individuals":[3,18],"frequently":[4],"using":[5],"their":[6,20,39,87],"smartphones":[7,21,85],"in":[8,58,71],"work":[9],"and":[10,19,38,53,66,86,95],"life":[11],"is":[12,49],"increasing":[13],"steadily.":[14],"interactions":[16,68],"between":[17,84],"can":[22],"produce":[23],"large":[24],"amounts":[25],"usage":[27,36,60,123],"data,":[28],"which":[29],"contain":[30],"rich":[31],"information":[32],"about":[33],"smartphone":[34,59,119],"owners":[35],"habits":[37],"daily":[40],"life.":[41],"In":[42,103],"this":[43,72],"paper,":[44],"a":[45],"visual":[46],"analytic":[47],"tool":[48,73],"proposed":[50],"to":[51,74],"discover":[52],"understand":[54],"individual":[55],"behavior":[56],"patterns":[57,110],"data.":[61],"Four":[62],"cooperated":[63],"visualization":[64],"views":[65],"many":[67],"are":[69,111],"provided":[70],"visually":[75],"explore":[76],"the":[77,89,96,104,115],"temporal":[78],"features":[79],"various":[81],"interactive":[82],"events":[83],"users,":[88],"hierarchical":[90],"associations":[91],"among":[92],"event":[93,101],"types,":[94],"detailed":[97],"distributions":[98],"massive":[100],"sequences.":[102],"case":[105],"studies,":[106],"plenty":[107],"interesting":[109],"discovered":[112],"by":[113],"analyzing":[114],"data":[116],"two":[118],"users":[120],"with":[121],"different":[122],"styles.":[124]},"counts_by_year":[{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}