{"id":"https://openalex.org/W3174357676","doi":"https://doi.org/10.1109/access.2021.3090582","title":"Human Mobility Prediction With Region-Based Flows and Water Consumption","display_name":"Human Mobility Prediction With Region-Based Flows and Water Consumption","publication_year":2021,"publication_date":"2021-01-01","ids":{"openalex":"https://openalex.org/W3174357676","doi":"https://doi.org/10.1109/access.2021.3090582","mag":"3174357676"},"language":"en","primary_location":{"id":"doi:10.1109/access.2021.3090582","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2021.3090582","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/9312710/09459698.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://ieeexplore.ieee.org/ielx7/6287639/9312710/09459698.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5024335659","display_name":"Fernando Terroso-S\u00e1enz","orcid":"https://orcid.org/0000-0002-1921-1137"},"institutions":[{"id":"https://openalex.org/I68763199","display_name":"Universidad Cat\u00f3lica de Murcia","ror":"https://ror.org/05b1rsv17","country_code":"ES","type":"education","lineage":["https://openalex.org/I68763199"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Fernando Terroso-Saenz","raw_affiliation_strings":["Polytechnical School, Universidad Cat\u00f3lica de Murcia, Murcia, Spain"],"raw_orcid":"https://orcid.org/0000-0002-1921-1137","affiliations":[{"raw_affiliation_string":"Polytechnical School, Universidad Cat\u00f3lica de Murcia, Murcia, Spain","institution_ids":["https://openalex.org/I68763199"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5079562454","display_name":"Andr\u00e9s Mu\u00f1oz","orcid":"https://orcid.org/0000-0002-8491-4592"},"institutions":[{"id":"https://openalex.org/I68763199","display_name":"Universidad Cat\u00f3lica de Murcia","ror":"https://ror.org/05b1rsv17","country_code":"ES","type":"education","lineage":["https://openalex.org/I68763199"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Andres Munoz","raw_affiliation_strings":["Polytechnical School, Universidad Cat\u00f3lica de Murcia, Murcia, Spain"],"raw_orcid":"https://orcid.org/0000-0002-8491-4592","affiliations":[{"raw_affiliation_string":"Polytechnical School, Universidad Cat\u00f3lica de Murcia, Murcia, Spain","institution_ids":["https://openalex.org/I68763199"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077280626","display_name":"Julio Fern\u00e1ndez-Pedauy\u00e9","orcid":"https://orcid.org/0000-0001-7655-4438"},"institutions":[{"id":"https://openalex.org/I60053951","display_name":"Universitat Polit\u00e8cnica de Val\u00e8ncia","ror":"https://ror.org/01460j859","country_code":"ES","type":"education","lineage":["https://openalex.org/I60053951"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Julio Fernandez-Pedauye","raw_affiliation_strings":["Universitat Polit\u00e8cnica de Val\u00e8ncia, Valencia, Spain"],"raw_orcid":"https://orcid.org/0000-0001-7655-4438","affiliations":[{"raw_affiliation_string":"Universitat Polit\u00e8cnica de Val\u00e8ncia, Valencia, Spain","institution_ids":["https://openalex.org/I60053951"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5088468258","display_name":"Jos\u00e9 M. Cecilia","orcid":"https://orcid.org/0000-0001-5648-214X"},"institutions":[{"id":"https://openalex.org/I60053951","display_name":"Universitat Polit\u00e8cnica de Val\u00e8ncia","ror":"https://ror.org/01460j859","country_code":"ES","type":"education","lineage":["https://openalex.org/I60053951"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Jose M. Cecilia","raw_affiliation_strings":["Universitat Polit\u00e8cnica de Val\u00e8ncia, Valencia, Spain"],"raw_orcid":"https://orcid.org/0000-0001-5648-214X","affiliations":[{"raw_affiliation_string":"Universitat Polit\u00e8cnica de Val\u00e8ncia, Valencia, Spain","institution_ids":["https://openalex.org/I60053951"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":1.7663,"has_fulltext":true,"cited_by_count":9,"citation_normalized_percentile":{"value":0.85604308,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":"9","issue":null,"first_page":"88651","last_page":"88663"},"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":0.9998999834060669,"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":0.9998999834060669,"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/T11344","display_name":"Traffic Prediction and Management Techniques","score":0.9980999827384949,"subfield":{"id":"https://openalex.org/subfields/2215","display_name":"Building and Construction"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10698","display_name":"Transportation Planning and Optimization","score":0.9948999881744385,"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/computer-science","display_name":"Computer science","score":0.7842540740966797},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.6363085508346558},{"id":"https://openalex.org/keywords/global-positioning-system","display_name":"Global Positioning System","score":0.6356704235076904},{"id":"https://openalex.org/keywords/bluetooth","display_name":"Bluetooth","score":0.5999402403831482},{"id":"https://openalex.org/keywords/facilitator","display_name":"Facilitator","score":0.572268545627594},{"id":"https://openalex.org/keywords/consumption","display_name":"Consumption (sociology)","score":0.5717334151268005},{"id":"https://openalex.org/keywords/mobility-model","display_name":"Mobility model","score":0.5527606010437012},{"id":"https://openalex.org/keywords/information-and-communications-technology","display_name":"Information and Communications Technology","score":0.4553338885307312},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.43122440576553345},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.41147366166114807},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.299582839012146},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.23539748787879944},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.18827864527702332},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.1603316068649292}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7842540740966797},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.6363085508346558},{"id":"https://openalex.org/C60229501","wikidata":"https://www.wikidata.org/wiki/Q18822","display_name":"Global Positioning System","level":2,"score":0.6356704235076904},{"id":"https://openalex.org/C546215728","wikidata":"https://www.wikidata.org/wiki/Q39531","display_name":"Bluetooth","level":3,"score":0.5999402403831482},{"id":"https://openalex.org/C2776831358","wikidata":"https://www.wikidata.org/wiki/Q1150166","display_name":"Facilitator","level":2,"score":0.572268545627594},{"id":"https://openalex.org/C30772137","wikidata":"https://www.wikidata.org/wiki/Q5164762","display_name":"Consumption (sociology)","level":2,"score":0.5717334151268005},{"id":"https://openalex.org/C191485582","wikidata":"https://www.wikidata.org/wiki/Q6887309","display_name":"Mobility model","level":2,"score":0.5527606010437012},{"id":"https://openalex.org/C67363961","wikidata":"https://www.wikidata.org/wiki/Q5268834","display_name":"Information and Communications Technology","level":2,"score":0.4553338885307312},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.43122440576553345},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.41147366166114807},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.299582839012146},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.23539748787879944},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.18827864527702332},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.1603316068649292},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C36289849","wikidata":"https://www.wikidata.org/wiki/Q34749","display_name":"Social science","level":1,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/access.2021.3090582","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2021.3090582","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/9312710/09459698.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:cb6a29aa44ae41b99b2415bf71d7c8e7","is_oa":true,"landing_page_url":"https://doaj.org/article/cb6a29aa44ae41b99b2415bf71d7c8e7","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 9, Pp 88651-88663 (2021)","raw_type":"article"},{"id":"pmh:oai:riunet.upv.es:10251/183700","is_oa":true,"landing_page_url":"http://hdl.handle.net/10251/183700","pdf_url":null,"source":{"id":"https://openalex.org/S4306400639","display_name":"RiuNet (Universitat Polit\u00e8cnica de Val\u00e8ncia)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I60053951","host_organization_name":"Universitat Polit\u00e8cnica de Val\u00e8ncia","host_organization_lineage":["https://openalex.org/I60053951"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"doi:10.1109/access.2021.3090582","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2021.3090582","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/9312710/09459698.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.7200000286102295,"id":"https://metadata.un.org/sdg/6","display_name":"Clean water and sanitation"}],"awards":[{"id":"https://openalex.org/G1057894761","display_name":null,"funder_award_id":"RTI2018-096384-B-I00","funder_id":"https://openalex.org/F4320322930","funder_display_name":"Ministerio de Ciencia e Innovaci\u00f3n"},{"id":"https://openalex.org/G1650125035","display_name":null,"funder_award_id":"B-I00","funder_id":"https://openalex.org/F4320322930","funder_display_name":"Ministerio de Ciencia e Innovaci\u00f3n"},{"id":"https://openalex.org/G2700024193","display_name":null,"funder_award_id":"RYC2018-025580-I","funder_id":"https://openalex.org/F4320322930","funder_display_name":"Ministerio de Ciencia e Innovaci\u00f3n"},{"id":"https://openalex.org/G5521030064","display_name":null,"funder_award_id":"AICO/2020/302","funder_id":"https://openalex.org/F4320335711","funder_display_name":"Conselleria d'Educaci\u00f3, Investigaci\u00f3, Cultura i Esport"},{"id":"https://openalex.org/G5611960285","display_name":null,"funder_award_id":"RTC-2017-6389-5","funder_id":"https://openalex.org/F4320322930","funder_display_name":"Ministerio de Ciencia e Innovaci\u00f3n"}],"funders":[{"id":"https://openalex.org/F4320310087","display_name":"Fundaci\u00f3n S\u00e9neca","ror":"https://ror.org/03q68pf65"},{"id":"https://openalex.org/F4320322930","display_name":"Ministerio de Ciencia e Innovaci\u00f3n","ror":"https://ror.org/034900433"},{"id":"https://openalex.org/F4320335711","display_name":"Conselleria d'Educaci\u00f3, Investigaci\u00f3, Cultura i Esport","ror":"https://ror.org/01w104f98"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3174357676.pdf","grobid_xml":"https://content.openalex.org/works/W3174357676.grobid-xml"},"referenced_works_count":49,"referenced_works":["https://openalex.org/W1506263486","https://openalex.org/W1924770834","https://openalex.org/W2039240409","https://openalex.org/W2082290707","https://openalex.org/W2149669704","https://openalex.org/W2157331557","https://openalex.org/W2190432600","https://openalex.org/W2623395191","https://openalex.org/W2760942449","https://openalex.org/W2765995987","https://openalex.org/W2808425487","https://openalex.org/W2810616821","https://openalex.org/W2891418168","https://openalex.org/W2897079037","https://openalex.org/W2901504064","https://openalex.org/W2903483030","https://openalex.org/W2906201458","https://openalex.org/W2907675966","https://openalex.org/W2911767333","https://openalex.org/W2950305229","https://openalex.org/W2953640184","https://openalex.org/W2955551573","https://openalex.org/W2971981784","https://openalex.org/W2972706049","https://openalex.org/W2996451395","https://openalex.org/W3005880261","https://openalex.org/W3007656098","https://openalex.org/W3010757501","https://openalex.org/W3013294044","https://openalex.org/W3015876381","https://openalex.org/W3016078557","https://openalex.org/W3023340129","https://openalex.org/W3023853351","https://openalex.org/W3042755188","https://openalex.org/W3044154912","https://openalex.org/W3047410330","https://openalex.org/W3080922210","https://openalex.org/W3093754632","https://openalex.org/W3099011804","https://openalex.org/W3108058577","https://openalex.org/W3117678572","https://openalex.org/W3134644157","https://openalex.org/W4255855846","https://openalex.org/W6640212811","https://openalex.org/W6682269261","https://openalex.org/W6687472758","https://openalex.org/W6757475180","https://openalex.org/W6758793350","https://openalex.org/W6785859875"],"related_works":["https://openalex.org/W2036724481","https://openalex.org/W2982596590","https://openalex.org/W2251957170","https://openalex.org/W4244650090","https://openalex.org/W2243039620","https://openalex.org/W784119765","https://openalex.org/W2767348847","https://openalex.org/W2064403905","https://openalex.org/W36996740","https://openalex.org/W4390476373"],"abstract_inverted_index":{"We":[0],"are":[1,51],"witnessing":[2],"an":[3,15],"increasing":[4],"need":[5],"to":[6,44,67],"accurately":[7],"measure":[8],"people's":[9],"mobility":[10,71,87,93,136],"as":[11,39,102],"it":[12],"has":[13,141],"become":[14],"instrumental":[16],"factor":[17],"for":[18],"the":[19,54,96,116,130,135],"development":[20],"of":[21,57,98,105,132,134],"innovative":[22],"services":[23],"in":[24,144],"multiple":[25],"domains.":[26],"In":[27,60],"this":[28,61,106,112],"context,":[29],"several":[30],"ICT":[31],"solutions":[32],"have":[33],"relied":[34],"on":[35,74,84,90],"location-based":[36],"technologies":[37,50],"such":[38],"GPS,":[40],"WiFi":[41],"or":[42],"Bluetooth":[43],"track":[45],"individual's":[46],"movements.":[47],"However,":[48],"these":[49],"limited":[52],"by":[53],"privacy":[55],"restrictions":[56],"data":[58,76,101],"providers.":[59],"paper":[62],"we":[63],"propose":[64],"a":[65,85,91,103,110,120,145],"methodology":[66,82],"robustly":[68],"predict":[69],"citizens'":[70],"patterns":[72,127],"based":[73,89],"heterogeneous":[75],"from":[77,129],"different":[78],"sources.":[79],"Particularly,":[80],"our":[81],"focuses":[83],"human":[86,125],"predictor":[88],"low-resolution":[92],"dataset":[94],"and":[95],"use":[97],"water":[99,117],"consumption":[100,118],"facilitator":[104],"prediction":[107],"task.":[108],"As":[109],"result,":[111],"work":[113],"explores":[114],"whether":[115],"within":[119],"geographical":[121],"region":[122],"can":[123],"reveal":[124],"activity":[126],"relevant":[128],"point":[131],"view":[133],"mining":[137],"discipline.":[138],"This":[139],"approach":[140],"been":[142],"tested":[143],"residential":[146],"area":[147],"near":[148],"Madrid":[149],"(Spain)":[150],"obtaining":[151],"quite":[152],"promising":[153],"results.":[154]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":1}],"updated_date":"2026-07-02T09:51:11.867554","created_date":"2025-10-10T00:00:00"}
