{"id":"https://openalex.org/W3184840954","doi":"https://doi.org/10.1007/s10489-021-02645-3","title":"Nation-wide human mobility prediction based on graph neural networks","display_name":"Nation-wide human mobility prediction based on graph neural networks","publication_year":2021,"publication_date":"2021-07-19","ids":{"openalex":"https://openalex.org/W3184840954","doi":"https://doi.org/10.1007/s10489-021-02645-3","mag":"3184840954","pmid":"https://pubmed.ncbi.nlm.nih.gov/34764610"},"language":"en","primary_location":{"id":"doi:10.1007/s10489-021-02645-3","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10489-021-02645-3","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10489-021-02645-3.pdf","source":{"id":"https://openalex.org/S74726891","display_name":"Applied Intelligence","issn_l":"0924-669X","issn":["0924-669X","1573-7497"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Applied Intelligence","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://link.springer.com/content/pdf/10.1007/s10489-021-02645-3.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":true,"raw_author_name":"Fernando Terroso-S\u00e1enz","raw_affiliation_strings":["UCAM, Campus de los Jer\u00f3nimos, Guadalupe, 30107 Murcia Espa\u00f1a","UCAM, Campus de los Jer\u00f3nimos, Guadalupe, 30107, Murcia, Espa\u00f1a"],"raw_orcid":"https://orcid.org/0000-0002-1921-1137","affiliations":[{"raw_affiliation_string":"UCAM, Campus de los Jer\u00f3nimos, Guadalupe, 30107 Murcia Espa\u00f1a","institution_ids":["https://openalex.org/I68763199"]},{"raw_affiliation_string":"UCAM, Campus de los Jer\u00f3nimos, Guadalupe, 30107, Murcia, Espa\u00f1a","institution_ids":["https://openalex.org/I68763199"]}]},{"author_position":"last","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":"Andr\u00e9s Mu\u00f1oz","raw_affiliation_strings":["UCAM, Campus de los Jer\u00f3nimos, Guadalupe, 30107 Murcia Espa\u00f1a","UCAM, Campus de los Jer\u00f3nimos, Guadalupe, 30107, Murcia, Espa\u00f1a"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"UCAM, Campus de los Jer\u00f3nimos, Guadalupe, 30107 Murcia Espa\u00f1a","institution_ids":["https://openalex.org/I68763199"]},{"raw_affiliation_string":"UCAM, Campus de los Jer\u00f3nimos, Guadalupe, 30107, Murcia, Espa\u00f1a","institution_ids":["https://openalex.org/I68763199"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5024335659"],"corresponding_institution_ids":["https://openalex.org/I68763199"],"apc_list":{"value":2390,"currency":"EUR","value_usd":2990},"apc_paid":null,"fwci":4.4104,"has_fulltext":true,"cited_by_count":24,"citation_normalized_percentile":{"value":0.93744596,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":99},"biblio":{"volume":"52","issue":"4","first_page":"4144","last_page":"4160"},"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":0.9995999932289124,"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/T10298","display_name":"Urban Transport and Accessibility","score":0.996399998664856,"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/predictability","display_name":"Predictability","score":0.8619505763053894},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8337258100509644},{"id":"https://openalex.org/keywords/trips-architecture","display_name":"TRIPS architecture","score":0.7371014356613159},{"id":"https://openalex.org/keywords/anticipation","display_name":"Anticipation (artificial intelligence)","score":0.656376302242279},{"id":"https://openalex.org/keywords/granularity","display_name":"Granularity","score":0.6231399178504944},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5247611999511719},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.5078108906745911},{"id":"https://openalex.org/keywords/focus","display_name":"Focus (optics)","score":0.4895878732204437},{"id":"https://openalex.org/keywords/ranging","display_name":"Ranging","score":0.4599648118019104},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4176372289657593},{"id":"https://openalex.org/keywords/individual-mobility","display_name":"Individual mobility","score":0.41085970401763916},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.382999062538147},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3637256920337677},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.1293802559375763},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.08703729510307312},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.08237883448600769}],"concepts":[{"id":"https://openalex.org/C197640229","wikidata":"https://www.wikidata.org/wiki/Q2534066","display_name":"Predictability","level":2,"score":0.8619505763053894},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8337258100509644},{"id":"https://openalex.org/C157085824","wikidata":"https://www.wikidata.org/wiki/Q2384809","display_name":"TRIPS architecture","level":2,"score":0.7371014356613159},{"id":"https://openalex.org/C176777502","wikidata":"https://www.wikidata.org/wiki/Q4774623","display_name":"Anticipation (artificial intelligence)","level":2,"score":0.656376302242279},{"id":"https://openalex.org/C177774035","wikidata":"https://www.wikidata.org/wiki/Q1246948","display_name":"Granularity","level":2,"score":0.6231399178504944},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5247611999511719},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.5078108906745911},{"id":"https://openalex.org/C192209626","wikidata":"https://www.wikidata.org/wiki/Q190909","display_name":"Focus (optics)","level":2,"score":0.4895878732204437},{"id":"https://openalex.org/C115051666","wikidata":"https://www.wikidata.org/wiki/Q6522493","display_name":"Ranging","level":2,"score":0.4599648118019104},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4176372289657593},{"id":"https://openalex.org/C2778068325","wikidata":"https://www.wikidata.org/wiki/Q19892785","display_name":"Individual mobility","level":2,"score":0.41085970401763916},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.382999062538147},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3637256920337677},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.1293802559375763},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.08703729510307312},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.08237883448600769},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","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}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1007/s10489-021-02645-3","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10489-021-02645-3","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10489-021-02645-3.pdf","source":{"id":"https://openalex.org/S74726891","display_name":"Applied Intelligence","issn_l":"0924-669X","issn":["0924-669X","1573-7497"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Applied Intelligence","raw_type":"journal-article"},{"id":"pmid:34764610","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/34764610","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Applied intelligence (Dordrecht, Netherlands)","raw_type":null},{"id":"pmh:oai:pubmedcentral.nih.gov:8288072","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/8288072","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Appl Intell (Dordr)","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.1007/s10489-021-02645-3","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10489-021-02645-3","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10489-021-02645-3.pdf","source":{"id":"https://openalex.org/S74726891","display_name":"Applied Intelligence","issn_l":"0924-669X","issn":["0924-669X","1573-7497"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Applied Intelligence","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Sustainable cities and communities","id":"https://metadata.un.org/sdg/11","score":0.8299999833106995}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3184840954.pdf","grobid_xml":"https://content.openalex.org/works/W3184840954.grobid-xml"},"referenced_works_count":41,"referenced_works":["https://openalex.org/W43001522","https://openalex.org/W2190432600","https://openalex.org/W2347703347","https://openalex.org/W2623395191","https://openalex.org/W2735765439","https://openalex.org/W2736087047","https://openalex.org/W2751261182","https://openalex.org/W2798797478","https://openalex.org/W2801323363","https://openalex.org/W2803614648","https://openalex.org/W2808425487","https://openalex.org/W2884184002","https://openalex.org/W2884566142","https://openalex.org/W2887590982","https://openalex.org/W2891418168","https://openalex.org/W2895054342","https://openalex.org/W2897079037","https://openalex.org/W2901504064","https://openalex.org/W2903924498","https://openalex.org/W2907492528","https://openalex.org/W2982993163","https://openalex.org/W2985217703","https://openalex.org/W2996451395","https://openalex.org/W3000301417","https://openalex.org/W3016078557","https://openalex.org/W3023163816","https://openalex.org/W3023853351","https://openalex.org/W3038256886","https://openalex.org/W3042755188","https://openalex.org/W3043674345","https://openalex.org/W3044154912","https://openalex.org/W3047410330","https://openalex.org/W3083228182","https://openalex.org/W3087059428","https://openalex.org/W3096622037","https://openalex.org/W3098208509","https://openalex.org/W3099011804","https://openalex.org/W3100997528","https://openalex.org/W3123980186","https://openalex.org/W3152530051","https://openalex.org/W4210257598"],"related_works":["https://openalex.org/W2726467123","https://openalex.org/W2064726690","https://openalex.org/W4252678288","https://openalex.org/W4254065731","https://openalex.org/W1607297154","https://openalex.org/W4210820789","https://openalex.org/W4237782192","https://openalex.org/W2913177154","https://openalex.org/W4235131201","https://openalex.org/W2894297086"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":4},{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":6},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":7}],"updated_date":"2026-06-15T08:34:33.830935","created_date":"2025-10-10T00:00:00"}