{"id":"https://openalex.org/W1982487742","doi":"https://doi.org/10.1145/2556288.2557147","title":"Predictors of life satisfaction based on daily activities from mobile sensor data","display_name":"Predictors of life satisfaction based on daily activities from mobile sensor data","publication_year":2014,"publication_date":"2014-04-26","ids":{"openalex":"https://openalex.org/W1982487742","doi":"https://doi.org/10.1145/2556288.2557147","mag":"1982487742"},"language":"en","primary_location":{"id":"doi:10.1145/2556288.2557147","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2556288.2557147","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the SIGCHI Conference on Human Factors in Computing Systems","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"http://infoscience.epfl.ch/record/210747","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5022667332","display_name":"Onur Y\u00fcr\u00fcten","orcid":null},"institutions":[{"id":"https://openalex.org/I5124864","display_name":"\u00c9cole Polytechnique F\u00e9d\u00e9rale de Lausanne","ror":"https://ror.org/02s376052","country_code":"CH","type":"education","lineage":["https://openalex.org/I2799323385","https://openalex.org/I5124864"]}],"countries":["CH"],"is_corresponding":true,"raw_author_name":"Onur Y\u00fcr\u00fcten","raw_affiliation_strings":["Swiss Federal Institue of Technology, Lausanne, Switzerland"],"affiliations":[{"raw_affiliation_string":"Swiss Federal Institue of Technology, Lausanne, Switzerland","institution_ids":["https://openalex.org/I5124864"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064810678","display_name":"Jiyong Zhang","orcid":"https://orcid.org/0000-0001-9600-8477"},"institutions":[{"id":"https://openalex.org/I5124864","display_name":"\u00c9cole Polytechnique F\u00e9d\u00e9rale de Lausanne","ror":"https://ror.org/02s376052","country_code":"CH","type":"education","lineage":["https://openalex.org/I2799323385","https://openalex.org/I5124864"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Jiyong Zhang","raw_affiliation_strings":["EPFL, Lausanne, Switzerland"],"affiliations":[{"raw_affiliation_string":"EPFL, Lausanne, Switzerland","institution_ids":["https://openalex.org/I5124864"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5048864545","display_name":"Pearl Pu","orcid":"https://orcid.org/0000-0001-8841-4416"},"institutions":[{"id":"https://openalex.org/I5124864","display_name":"\u00c9cole Polytechnique F\u00e9d\u00e9rale de Lausanne","ror":"https://ror.org/02s376052","country_code":"CH","type":"education","lineage":["https://openalex.org/I2799323385","https://openalex.org/I5124864"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Pearl H.Z. Pu","raw_affiliation_strings":["EPFL, Lausanne, Vaud, Switzerland"],"affiliations":[{"raw_affiliation_string":"EPFL, Lausanne, Vaud, Switzerland","institution_ids":["https://openalex.org/I5124864"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5022667332"],"corresponding_institution_ids":["https://openalex.org/I5124864"],"apc_list":null,"apc_paid":null,"fwci":2.4692,"has_fulltext":false,"cited_by_count":10,"citation_normalized_percentile":{"value":0.9043698,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"497","last_page":"500"},"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":0.9990000128746033,"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":0.9990000128746033,"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/T10298","display_name":"Urban Transport and Accessibility","score":0.9879000186920166,"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/T10444","display_name":"Context-Aware Activity Recognition Systems","score":0.9764999747276306,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/happiness","display_name":"Happiness","score":0.8930006623268127},{"id":"https://openalex.org/keywords/life-satisfaction","display_name":"Life satisfaction","score":0.7056935429573059},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6001533269882202},{"id":"https://openalex.org/keywords/activities-of-daily-living","display_name":"Activities of daily living","score":0.5550857186317444},{"id":"https://openalex.org/keywords/causality","display_name":"Causality (physics)","score":0.5204280018806458},{"id":"https://openalex.org/keywords/work","display_name":"Work (physics)","score":0.49182772636413574},{"id":"https://openalex.org/keywords/social-activity","display_name":"Social activity","score":0.4881654381752014},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.4800170958042145},{"id":"https://openalex.org/keywords/component","display_name":"Component (thermodynamics)","score":0.4414178729057312},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.34251612424850464},{"id":"https://openalex.org/keywords/applied-psychology","display_name":"Applied psychology","score":0.33999496698379517},{"id":"https://openalex.org/keywords/social-psychology","display_name":"Social psychology","score":0.1421794295310974},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.10982972383499146},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.09058013558387756}],"concepts":[{"id":"https://openalex.org/C2778999518","wikidata":"https://www.wikidata.org/wiki/Q8","display_name":"Happiness","level":2,"score":0.8930006623268127},{"id":"https://openalex.org/C2780945536","wikidata":"https://www.wikidata.org/wiki/Q1117179","display_name":"Life satisfaction","level":2,"score":0.7056935429573059},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6001533269882202},{"id":"https://openalex.org/C79544238","wikidata":"https://www.wikidata.org/wiki/Q423243","display_name":"Activities of daily living","level":2,"score":0.5550857186317444},{"id":"https://openalex.org/C64357122","wikidata":"https://www.wikidata.org/wiki/Q1149766","display_name":"Causality (physics)","level":2,"score":0.5204280018806458},{"id":"https://openalex.org/C18762648","wikidata":"https://www.wikidata.org/wiki/Q42213","display_name":"Work (physics)","level":2,"score":0.49182772636413574},{"id":"https://openalex.org/C2989245161","wikidata":"https://www.wikidata.org/wiki/Q7550911","display_name":"Social activity","level":2,"score":0.4881654381752014},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.4800170958042145},{"id":"https://openalex.org/C168167062","wikidata":"https://www.wikidata.org/wiki/Q1117970","display_name":"Component (thermodynamics)","level":2,"score":0.4414178729057312},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.34251612424850464},{"id":"https://openalex.org/C75630572","wikidata":"https://www.wikidata.org/wiki/Q538904","display_name":"Applied psychology","level":1,"score":0.33999496698379517},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.1421794295310974},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.10982972383499146},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.09058013558387756},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","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/C118552586","wikidata":"https://www.wikidata.org/wiki/Q7867","display_name":"Psychiatry","level":1,"score":0.0},{"id":"https://openalex.org/C97355855","wikidata":"https://www.wikidata.org/wiki/Q11473","display_name":"Thermodynamics","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1145/2556288.2557147","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2556288.2557147","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the SIGCHI Conference on Human Factors in Computing Systems","raw_type":"proceedings-article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.858.6764","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.858.6764","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://hci.epfl.ch/wp-content/uploads/chi2014_with_author_info.pdf","raw_type":"text"},{"id":"pmh:oai:infoscience.epfl.ch:210747","is_oa":true,"landing_page_url":"http://infoscience.epfl.ch/record/210747","pdf_url":null,"source":{"id":"https://openalex.org/S4306400487","display_name":"Infoscience (Ecole Polytechnique F\u00e9d\u00e9rale de Lausanne)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Text"}],"best_oa_location":{"id":"pmh:oai:infoscience.epfl.ch:210747","is_oa":true,"landing_page_url":"http://infoscience.epfl.ch/record/210747","pdf_url":null,"source":{"id":"https://openalex.org/S4306400487","display_name":"Infoscience (Ecole Polytechnique F\u00e9d\u00e9rale de Lausanne)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Text"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":17,"referenced_works":["https://openalex.org/W1565773660","https://openalex.org/W1582072006","https://openalex.org/W1990843018","https://openalex.org/W1997162809","https://openalex.org/W2018541879","https://openalex.org/W2023390438","https://openalex.org/W2035112165","https://openalex.org/W2047311453","https://openalex.org/W2058709726","https://openalex.org/W2108955267","https://openalex.org/W2121557515","https://openalex.org/W2143891888","https://openalex.org/W2166692930","https://openalex.org/W2294798173","https://openalex.org/W3133236490","https://openalex.org/W4299515571","https://openalex.org/W6633162894"],"related_works":["https://openalex.org/W2032086542","https://openalex.org/W2347830809","https://openalex.org/W2377373329","https://openalex.org/W4386390828","https://openalex.org/W162406202","https://openalex.org/W2349081792","https://openalex.org/W2072500363","https://openalex.org/W2290101107","https://openalex.org/W2362696684","https://openalex.org/W3027313080"],"abstract_inverted_index":{"In":[0,45],"recent":[1],"years":[2],"much":[3],"research":[4],"work":[5,37],"has":[6],"been":[7],"dedicated":[8],"to":[9,29,52,92,112,117],"detecting":[10],"user":[11],"activity":[12,59,78],"patterns":[13,60,99],"from":[14,36],"sensor":[15],"data":[16,91],"such":[17],"as":[18,33],"location,":[19],"movement":[20],"and":[21,38,61,82,85,108,136],"proximity.":[22],"However,":[23],"how":[24],"daily":[25,58,142],"activities":[26,135,143],"are":[27],"correlated":[28],"people's":[30],"happiness":[31],"(such":[32],"their":[34,62],"satisfaction":[35,64,119],"social":[39],"lives)":[40],"is":[41],"not":[42],"well":[43],"explored.":[44],"this":[46],"work,":[47],"we":[48,75],"propose":[49],"an":[50],"approach":[51],"investigate":[53],"the":[54,87,94,97,101,147],"relationship":[55],"between":[56,134],"users'":[57],"life":[63,148],"level.":[65],"From":[66],"a":[67],"well-known":[68],"longitudinal":[69],"dataset":[70],"collected":[71],"by":[72],"mobile":[73],"devices,":[74],"extract":[76],"various":[77],"features":[79],"through":[80],"location":[81],"proximity":[83],"information,":[84],"compute":[86],"entropies":[88],"of":[89,96,100,132],"these":[90],"capture":[93],"regularities":[95],"behavioral":[98],"participants.":[102],"We":[103],"then":[104],"perform":[105],"component":[106],"analysis":[107],"structural":[109],"equation":[110],"modeling":[111],"identify":[113,129],"key":[114],"behavior":[115],"contributors":[116],"self-reported":[118],"scores.":[120],"Our":[121],"results":[122],"show":[123],"that":[124],"our":[125],"analytical":[126],"procedure":[127],"can":[128,144],"meaningful":[130],"assumptions":[131],"causality":[133],"satisfaction.":[137,149],"Particularly,":[138],"keeping":[139],"regularity":[140],"in":[141],"significantly":[145],"improve":[146]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":1},{"year":2015,"cited_by_count":3}],"updated_date":"2026-04-14T08:04:32.555800","created_date":"2025-10-10T00:00:00"}