{"id":"https://openalex.org/W2899026499","doi":"https://doi.org/10.3390/proceedings2191222","title":"Discovering User\u2019s Trends and Routines from Location Based Social Networks","display_name":"Discovering User\u2019s Trends and Routines from Location Based Social Networks","publication_year":2018,"publication_date":"2018-10-30","ids":{"openalex":"https://openalex.org/W2899026499","doi":"https://doi.org/10.3390/proceedings2191222","mag":"2899026499"},"language":"en","primary_location":{"id":"doi:10.3390/proceedings2191222","is_oa":true,"landing_page_url":"https://doi.org/10.3390/proceedings2191222","pdf_url":"https://www.mdpi.com/2504-3900/2/19/1222/pdf?version=1540888338","source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"UCAmI 2018","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/2504-3900/2/19/1222/pdf?version=1540888338","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5047470179","display_name":"Sergio Salom\u00f3n","orcid":"https://orcid.org/0000-0003-4052-0556"},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Sergio Salom\u00f3n","raw_affiliation_strings":["Axpe Consulting Cantabria S.L., 39600 Camargo, Spain"],"affiliations":[{"raw_affiliation_string":"Axpe Consulting Cantabria S.L., 39600 Camargo, Spain","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5061509063","display_name":"Rafael Duque","orcid":"https://orcid.org/0000-0001-8636-3213"},"institutions":[{"id":"https://openalex.org/I13134134","display_name":"Universidad de Cantabria","ror":"https://ror.org/046ffzj20","country_code":"ES","type":"education","lineage":["https://openalex.org/I13134134"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Rafael Duque","raw_affiliation_strings":["Departamento de Matem\u00e1ticas, Estad\u00edstica y Computaci\u00f3n, Universidad de Cantabria, 39005 Santander, Spain"],"affiliations":[{"raw_affiliation_string":"Departamento de Matem\u00e1ticas, Estad\u00edstica y Computaci\u00f3n, Universidad de Cantabria, 39005 Santander, Spain","institution_ids":["https://openalex.org/I13134134"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5025023315","display_name":"Jos\u00e9 Luis Monta\u00f1a","orcid":"https://orcid.org/0000-0001-9338-6085"},"institutions":[{"id":"https://openalex.org/I13134134","display_name":"Universidad de Cantabria","ror":"https://ror.org/046ffzj20","country_code":"ES","type":"education","lineage":["https://openalex.org/I13134134"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Jos\u00e9 Monta\u00f1a","raw_affiliation_strings":["Departamento de Matem\u00e1ticas, Estad\u00edstica y Computaci\u00f3n, Universidad de Cantabria, 39005 Santander, Spain"],"affiliations":[{"raw_affiliation_string":"Departamento de Matem\u00e1ticas, Estad\u00edstica y Computaci\u00f3n, Universidad de Cantabria, 39005 Santander, Spain","institution_ids":["https://openalex.org/I13134134"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5047470179"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.10214576,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1222","last_page":"1222"},"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":0.9962000250816345,"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":0.9962000250816345,"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/T11106","display_name":"Data Management and Algorithms","score":0.9940999746322632,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/T10757","display_name":"Geographic Information Systems Studies","score":0.9851999878883362,"subfield":{"id":"https://openalex.org/subfields/3305","display_name":"Geography, Planning and Development"},"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":0.8529711961746216},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.5881281495094299},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.5809715986251831},{"id":"https://openalex.org/keywords/bayesian-network","display_name":"Bayesian network","score":0.5525708198547363},{"id":"https://openalex.org/keywords/social-network","display_name":"Social network (sociolinguistics)","score":0.5060545802116394},{"id":"https://openalex.org/keywords/location-based-service","display_name":"Location-based service","score":0.497052937746048},{"id":"https://openalex.org/keywords/user-modeling","display_name":"User modeling","score":0.4605175256729126},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4288908541202545},{"id":"https://openalex.org/keywords/order","display_name":"Order (exchange)","score":0.41068679094314575},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.38205453753471375},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.32231971621513367},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.32091546058654785},{"id":"https://openalex.org/keywords/user-interface","display_name":"User interface","score":0.24577432870864868},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.2418161928653717},{"id":"https://openalex.org/keywords/social-media","display_name":"Social media","score":0.16714298725128174},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.07472449541091919}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8529711961746216},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.5881281495094299},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.5809715986251831},{"id":"https://openalex.org/C33724603","wikidata":"https://www.wikidata.org/wiki/Q812540","display_name":"Bayesian network","level":2,"score":0.5525708198547363},{"id":"https://openalex.org/C4727928","wikidata":"https://www.wikidata.org/wiki/Q17164759","display_name":"Social network (sociolinguistics)","level":3,"score":0.5060545802116394},{"id":"https://openalex.org/C155292070","wikidata":"https://www.wikidata.org/wiki/Q1198122","display_name":"Location-based service","level":2,"score":0.497052937746048},{"id":"https://openalex.org/C67712803","wikidata":"https://www.wikidata.org/wiki/Q7901853","display_name":"User modeling","level":3,"score":0.4605175256729126},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4288908541202545},{"id":"https://openalex.org/C182306322","wikidata":"https://www.wikidata.org/wiki/Q1779371","display_name":"Order (exchange)","level":2,"score":0.41068679094314575},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.38205453753471375},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.32231971621513367},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.32091546058654785},{"id":"https://openalex.org/C89505385","wikidata":"https://www.wikidata.org/wiki/Q47146","display_name":"User interface","level":2,"score":0.24577432870864868},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.2418161928653717},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.16714298725128174},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.07472449541091919},{"id":"https://openalex.org/C10138342","wikidata":"https://www.wikidata.org/wiki/Q43015","display_name":"Finance","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","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/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.3390/proceedings2191222","is_oa":true,"landing_page_url":"https://doi.org/10.3390/proceedings2191222","pdf_url":"https://www.mdpi.com/2504-3900/2/19/1222/pdf?version=1540888338","source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"UCAmI 2018","raw_type":"proceedings-article"},{"id":"pmh:oai:doaj.org/article:056d84c35dd44085aa6e96b4018c8fe4","is_oa":true,"landing_page_url":"https://doaj.org/article/056d84c35dd44085aa6e96b4018c8fe4","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Proceedings, Vol 2, Iss 19, p 1222 (2018)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/2504-3900/2/19/1222/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/proceedings2191222","pdf_url":null,"source":{"id":"https://openalex.org/S4306400947","display_name":"MDPI (MDPI AG)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210097602","host_organization_name":"Multidisciplinary Digital Publishing Institute (Switzerland)","host_organization_lineage":["https://openalex.org/I4210097602"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Proceedings; Volume 2; Issue 19; Pages: 1222","raw_type":"Text"},{"id":"pmh:oai:repositorio.unican.es:10902/15991","is_oa":true,"landing_page_url":"http://hdl.handle.net/10902/15991","pdf_url":null,"source":{"id":"https://openalex.org/S4306400398","display_name":"UCrea (University of Cantabria)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I13134134","host_organization_name":"Universidad de Cantabria","host_organization_lineage":["https://openalex.org/I13134134"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Proceedings 2018, 2(19), 1222","raw_type":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":{"id":"doi:10.3390/proceedings2191222","is_oa":true,"landing_page_url":"https://doi.org/10.3390/proceedings2191222","pdf_url":"https://www.mdpi.com/2504-3900/2/19/1222/pdf?version=1540888338","source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"UCAmI 2018","raw_type":"proceedings-article"},"sustainable_development_goals":[{"score":0.4300000071525574,"display_name":"Reduced inequalities","id":"https://metadata.un.org/sdg/10"}],"awards":[{"id":"https://openalex.org/G5253894848","display_name":null,"funder_award_id":"MTM2014-55262-P","funder_id":"https://openalex.org/F4320322930","funder_display_name":"Ministerio de Ciencia e Innovaci\u00f3n"},{"id":"https://openalex.org/G5350617355","display_name":null,"funder_award_id":"SMART","funder_id":"https://openalex.org/F4320335322","funder_display_name":"European Regional Development Fund"},{"id":"https://openalex.org/G8922915789","display_name":null,"funder_award_id":"(FEDER)","funder_id":"https://openalex.org/F4320335322","funder_display_name":"European Regional Development Fund"}],"funders":[{"id":"https://openalex.org/F4320322930","display_name":"Ministerio de Ciencia e Innovaci\u00f3n","ror":"https://ror.org/034900433"},{"id":"https://openalex.org/F4320329261","display_name":"Sociedad para el Desarrollo de Cantabria","ror":null},{"id":"https://openalex.org/F4320335322","display_name":"European Regional Development Fund","ror":"https://ror.org/00k4n6c32"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2899026499.pdf","grobid_xml":"https://content.openalex.org/works/W2899026499.grobid-xml"},"referenced_works_count":16,"referenced_works":["https://openalex.org/W153250912","https://openalex.org/W162901001","https://openalex.org/W256129182","https://openalex.org/W401548239","https://openalex.org/W1593196131","https://openalex.org/W1967840600","https://openalex.org/W1999289652","https://openalex.org/W2041835607","https://openalex.org/W2066917577","https://openalex.org/W2071702404","https://openalex.org/W2084069552","https://openalex.org/W2158432188","https://openalex.org/W2397260276","https://openalex.org/W2761992094","https://openalex.org/W4206625585","https://openalex.org/W4254325659"],"related_works":["https://openalex.org/W2898732673","https://openalex.org/W2410053581","https://openalex.org/W2383658677","https://openalex.org/W3123203398","https://openalex.org/W2972991241","https://openalex.org/W3107784576","https://openalex.org/W623104033","https://openalex.org/W1972473893","https://openalex.org/W2466435674","https://openalex.org/W2765200542"],"abstract_inverted_index":{"Location":[0],"data":[1,51,80],"is":[2],"a":[3,38,45,82],"powerful":[4],"source":[5],"of":[6,17,81],"information":[7],"to":[8,24,29,54,63],"discover":[9],"user\u2019s":[10],"trends":[11],"and":[12,43],"routines.":[13],"A":[14,72],"suitable":[15],"identification":[16],"the":[18,30,56,69,76],"user":[19,31,70],"context":[20],"can":[21],"be":[22],"exploited":[23],"provide":[25],"automatically":[26],"services":[27],"adapted":[28],"preferences.":[32],"In":[33],"this":[34],"paper,":[35],"we":[36],"define":[37],"Dynamic":[39],"Bayesian":[40],"Network":[41],"model":[42,60],"propose":[44],"method":[46],"that":[47],"processes":[48],"location":[49,66],"annotated":[50],"in":[52],"order":[53],"train":[55],"model.":[57],"Finally,":[58],"our":[59],"enables":[61],"us":[62],"predict":[64],"future":[65],"contexts":[67],"from":[68],"patterns.":[71],"case":[73],"study":[74],"evaluates":[75],"proposal":[77],"using":[78],"real-world":[79],"location-based":[83],"social":[84],"network.":[85]},"counts_by_year":[],"updated_date":"2026-04-18T07:56:08.524223","created_date":"2025-10-10T00:00:00"}