{"id":"https://openalex.org/W2799800926","doi":"https://doi.org/10.3233/ida-173708","title":"Understanding time use via data mining: A clustering-based framework","display_name":"Understanding time use via data mining: A clustering-based framework","publication_year":2018,"publication_date":"2018-05-01","ids":{"openalex":"https://openalex.org/W2799800926","doi":"https://doi.org/10.3233/ida-173708","mag":"2799800926"},"language":"en","primary_location":{"id":"doi:10.3233/ida-173708","is_oa":false,"landing_page_url":"https://doi.org/10.3233/ida-173708","pdf_url":null,"source":{"id":"https://openalex.org/S2498839158","display_name":"Intelligent Data Analysis","issn_l":"1088-467X","issn":["1088-467X","1571-4128"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Intelligent Data Analysis: An International Journal","raw_type":"journal-article"},"type":"article","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/A5059268284","display_name":"Jorge Rosales-Salas","orcid":"https://orcid.org/0000-0002-4725-1830"},"institutions":[{"id":"https://openalex.org/I116419501","display_name":"Universidad Mayor","ror":"https://ror.org/00pn44t17","country_code":"CL","type":"education","lineage":["https://openalex.org/I116419501"]}],"countries":["CL"],"is_corresponding":false,"raw_author_name":"Jorge Rosales-Salas","raw_affiliation_strings":["Universidad Mayor","Centro de Investigaci\u00f3n en Sociedad Tecnol\u00f3gica y Futuro Humano, Facultad de Humanidades, Universidad Mayor, Av. Portugal N\u2218351, Santiago, Chile"],"affiliations":[{"raw_affiliation_string":"Universidad Mayor","institution_ids":["https://openalex.org/I116419501"]},{"raw_affiliation_string":"Centro de Investigaci\u00f3n en Sociedad Tecnol\u00f3gica y Futuro Humano, Facultad de Humanidades, Universidad Mayor, Av. Portugal N\u2218351, Santiago, Chile","institution_ids":["https://openalex.org/I116419501"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007513550","display_name":"Sebasti\u00e1n Maldonado","orcid":"https://orcid.org/0000-0002-7124-0437"},"institutions":[{"id":"https://openalex.org/I189977406","display_name":"Universidad de Los Andes, Chile","ror":"https://ror.org/03v0qd864","country_code":"CL","type":"education","lineage":["https://openalex.org/I189977406"]}],"countries":["CL"],"is_corresponding":true,"raw_author_name":"Sebasti\u00e1n Maldonado","raw_affiliation_strings":["Universidad de los Andes. Monse\u00f1or \u00c1lvaro del Portillo 12455","Facultad de Ingenier\u00eda y Ciencias Aplicadas, Universidad de los Andes. Monse\u00f1or \u00c1lvaro del Portillo 12455, Las Condes, Santiago, Chile"],"affiliations":[{"raw_affiliation_string":"Universidad de los Andes. Monse\u00f1or \u00c1lvaro del Portillo 12455","institution_ids":["https://openalex.org/I189977406"]},{"raw_affiliation_string":"Facultad de Ingenier\u00eda y Ciencias Aplicadas, Universidad de los Andes. Monse\u00f1or \u00c1lvaro del Portillo 12455, Las Condes, Santiago, Chile","institution_ids":["https://openalex.org/I189977406"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5026758061","display_name":"Alex Seret","orcid":null},"institutions":[{"id":"https://openalex.org/I4210102679","display_name":"Ornsk\u00f6ldsvik Hospital","ror":"https://ror.org/01820qp25","country_code":"SE","type":"healthcare","lineage":["https://openalex.org/I4210102679"]}],"countries":["SE"],"is_corresponding":false,"raw_author_name":"Alex Seret","raw_affiliation_strings":["Generation Research. Lasarettsgatan 13, 89133 \u00d6rnsk\u00f6ldsvik, Sweden","Email:"],"affiliations":[{"raw_affiliation_string":"Generation Research. Lasarettsgatan 13, 89133 \u00d6rnsk\u00f6ldsvik, Sweden","institution_ids":["https://openalex.org/I4210102679"]},{"raw_affiliation_string":"Email:","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5007513550"],"corresponding_institution_ids":["https://openalex.org/I189977406"],"apc_list":null,"apc_paid":null,"fwci":0.8541,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.82044936,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":"22","issue":"3","first_page":"597","last_page":"616"},"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":0.9900000095367432,"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":0.9900000095367432,"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/T10316","display_name":"Sleep and related disorders","score":0.9894999861717224,"subfield":{"id":"https://openalex.org/subfields/3205","display_name":"Experimental and Cognitive Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10298","display_name":"Urban Transport and Accessibility","score":0.9577999711036682,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.6943461894989014},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6925250291824341},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.5475805401802063},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.24760842323303223}],"concepts":[{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.6943461894989014},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6925250291824341},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5475805401802063},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.24760842323303223}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.3233/ida-173708","is_oa":false,"landing_page_url":"https://doi.org/10.3233/ida-173708","pdf_url":null,"source":{"id":"https://openalex.org/S2498839158","display_name":"Intelligent Data Analysis","issn_l":"1088-467X","issn":["1088-467X","1571-4128"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Intelligent Data Analysis: An International Journal","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":63,"referenced_works":["https://openalex.org/W43402108","https://openalex.org/W172952606","https://openalex.org/W1508843891","https://openalex.org/W1590346268","https://openalex.org/W1593824811","https://openalex.org/W1595315260","https://openalex.org/W1639848444","https://openalex.org/W1965825239","https://openalex.org/W1969109018","https://openalex.org/W1975852870","https://openalex.org/W1977128927","https://openalex.org/W1980849679","https://openalex.org/W1982711330","https://openalex.org/W1988586904","https://openalex.org/W1995721641","https://openalex.org/W1999001879","https://openalex.org/W2007380343","https://openalex.org/W2015970163","https://openalex.org/W2016481775","https://openalex.org/W2021181443","https://openalex.org/W2032878650","https://openalex.org/W2035314717","https://openalex.org/W2046501536","https://openalex.org/W2049065343","https://openalex.org/W2052864490","https://openalex.org/W2056884786","https://openalex.org/W2057660724","https://openalex.org/W2063533053","https://openalex.org/W2068937451","https://openalex.org/W2070046784","https://openalex.org/W2070415764","https://openalex.org/W2078799251","https://openalex.org/W2085856469","https://openalex.org/W2086479357","https://openalex.org/W2087637750","https://openalex.org/W2088948024","https://openalex.org/W2092933759","https://openalex.org/W2100174847","https://openalex.org/W2103065060","https://openalex.org/W2106907852","https://openalex.org/W2111241081","https://openalex.org/W2118268220","https://openalex.org/W2128756228","https://openalex.org/W2130357926","https://openalex.org/W2142778128","https://openalex.org/W2142936302","https://openalex.org/W2144500813","https://openalex.org/W2155254732","https://openalex.org/W2162496435","https://openalex.org/W2316852009","https://openalex.org/W2339370369","https://openalex.org/W2488174017","https://openalex.org/W2519731033","https://openalex.org/W2749989220","https://openalex.org/W2787894218","https://openalex.org/W2804375280","https://openalex.org/W3124807935","https://openalex.org/W3151671774","https://openalex.org/W4236041810","https://openalex.org/W4238832053","https://openalex.org/W4250062166","https://openalex.org/W4388113596","https://openalex.org/W6601768493"],"related_works":["https://openalex.org/W2611918220","https://openalex.org/W2476909913","https://openalex.org/W2992536509","https://openalex.org/W3109108420","https://openalex.org/W3147530759","https://openalex.org/W2131911617","https://openalex.org/W1531910981","https://openalex.org/W2386844640","https://openalex.org/W2626264717","https://openalex.org/W2525029050","https://openalex.org/W2184357778","https://openalex.org/W3168918549","https://openalex.org/W2141429283","https://openalex.org/W1501500081","https://openalex.org/W2169187188","https://openalex.org/W2594464426","https://openalex.org/W2007549118","https://openalex.org/W2742365793","https://openalex.org/W2389288792","https://openalex.org/W3042958706"],"abstract_inverted_index":{"In":[0],"this":[1],"work,":[2],"a":[3,20,25,30,102,109],"data":[4,133],"mining":[5],"framework":[6],"is":[7],"proposed":[8],"to":[9,33,82,127],"improve":[10],"the":[11,48,61,64,115],"understanding":[12],"of":[13,50,63,114],"how":[14],"people":[15],"allocate":[16],"their":[17,98,132],"time.":[18],"Using":[19],"multivariate":[21],"approach,":[22],"we":[23,93],"performed":[24],"clustering":[26,107],"procedure,":[27],"and":[28,56,74,105,130,134],"subsequently":[29],"regression":[31],"analysis":[32,100],"detect":[34],"which":[35],"variables":[36,53,118],"influence":[37],"individual":[38,75],"time":[39,72,121],"use":[40],"for":[41],"each":[42],"cluster":[43],"found.":[44],"Results":[45],"suggest":[46],"that":[47,69,95],"impact":[49],"various":[51],"sociodemographic":[52],"on":[54,60,86,90],"sleep":[55],"work":[57],"depends":[58],"significantly":[59],"characteristics":[62],"individuals":[65],"analyzed.":[66],"This":[67],"suggests":[68],"inquiries":[70],"into":[71],"allocation":[73,122],"behavior":[76],"should":[77],"no":[78],"longer":[79],"be":[80],"limited":[81],"discussions":[83],"focused":[84],"only":[85],"single":[87],"variables.":[88],"Based":[89],"our":[91],"results,":[92],"recommend":[94],"researchers":[96,126],"advance":[97],"methodological":[99],"towards":[101],"multifactorial":[103],"approach":[104],"include":[106],"as":[108],"fundamental":[110],"step.":[111],"Proper":[112],"identification":[113],"most":[116],"significant":[117],"involved":[119],"in":[120],"decisions":[123],"would":[124],"allow":[125],"better":[128],"analyze":[129],"interpret":[131],"results.":[135]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2020,"cited_by_count":2}],"updated_date":"2026-04-02T15:55:50.835912","created_date":"2025-10-10T00:00:00"}
