{"id":"https://openalex.org/W2538931668","doi":"https://doi.org/10.1109/cist.2014.7016621","title":"Mining user patterns for location prediction in mobile social networks","display_name":"Mining user patterns for location prediction in mobile social networks","publication_year":2014,"publication_date":"2014-10-01","ids":{"openalex":"https://openalex.org/W2538931668","doi":"https://doi.org/10.1109/cist.2014.7016621","mag":"2538931668"},"language":"en","primary_location":{"id":"doi:10.1109/cist.2014.7016621","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cist.2014.7016621","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2014 Third IEEE International Colloquium in Information Science and Technology (CIST)","raw_type":"proceedings-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/A5014028731","display_name":"Fatima Mourchid","orcid":null},"institutions":[{"id":"https://openalex.org/I126477371","display_name":"Mohammed V University","ror":"https://ror.org/00r8w8f84","country_code":"MA","type":"education","lineage":["https://openalex.org/I126477371"]}],"countries":["MA"],"is_corresponding":false,"raw_author_name":"Fatima Mourchid","raw_affiliation_strings":["SIME Lab, MIS Team, ENSIAS, University of Mohammed V SOUISSI, Rabat, Morocco","SIME Lab, University of Mohammed V SOUISSI, Rabat, Morocco"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"SIME Lab, MIS Team, ENSIAS, University of Mohammed V SOUISSI, Rabat, Morocco","institution_ids":["https://openalex.org/I126477371"]},{"raw_affiliation_string":"SIME Lab, University of Mohammed V SOUISSI, Rabat, Morocco","institution_ids":["https://openalex.org/I126477371"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082784524","display_name":"Ahmed Habbani","orcid":"https://orcid.org/0000-0001-9156-049X"},"institutions":[{"id":"https://openalex.org/I126477371","display_name":"Mohammed V University","ror":"https://ror.org/00r8w8f84","country_code":"MA","type":"education","lineage":["https://openalex.org/I126477371"]}],"countries":["MA"],"is_corresponding":false,"raw_author_name":"Ahmed Habbani","raw_affiliation_strings":["SIME Lab, MIS Team, ENSIAS, University of Mohammed V SOUISSI, Rabat, Morocco","LEC Lab, University of Mohammed V AGDAL, Rabat, Morocco"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"SIME Lab, MIS Team, ENSIAS, University of Mohammed V SOUISSI, Rabat, Morocco","institution_ids":["https://openalex.org/I126477371"]},{"raw_affiliation_string":"LEC Lab, University of Mohammed V AGDAL, Rabat, Morocco","institution_ids":["https://openalex.org/I126477371"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5029744324","display_name":"Mohamed El Koutbi","orcid":null},"institutions":[{"id":"https://openalex.org/I126477371","display_name":"Mohammed V University","ror":"https://ror.org/00r8w8f84","country_code":"MA","type":"education","lineage":["https://openalex.org/I126477371"]}],"countries":["MA"],"is_corresponding":false,"raw_author_name":"Mohamed El Koutbi","raw_affiliation_strings":["SIME Lab, MIS Team, ENSIAS, University of Mohammed V SOUISSI, Rabat, Morocco","SIME Lab, University of Mohammed V SOUISSI, Rabat, Morocco"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"SIME Lab, MIS Team, ENSIAS, University of Mohammed V SOUISSI, Rabat, Morocco","institution_ids":["https://openalex.org/I126477371"]},{"raw_affiliation_string":"SIME Lab, University of Mohammed V SOUISSI, Rabat, Morocco","institution_ids":["https://openalex.org/I126477371"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.2567,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.87663356,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"213","last_page":"218"},"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":1.0,"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":1.0,"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/T11819","display_name":"Data-Driven Disease Surveillance","score":0.9839000105857849,"subfield":{"id":"https://openalex.org/subfields/2713","display_name":"Epidemiology"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T11896","display_name":"Opportunistic and Delay-Tolerant Networks","score":0.9703999757766724,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/computer-science","display_name":"Computer science","score":0.8298863172531128},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.557869553565979},{"id":"https://openalex.org/keywords/construct","display_name":"Construct (python library)","score":0.5321604013442993},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4723438024520874},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.4479965269565582},{"id":"https://openalex.org/keywords/location-based-service","display_name":"Location-based service","score":0.4428379237651825},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.436884343624115},{"id":"https://openalex.org/keywords/similarity","display_name":"Similarity (geometry)","score":0.43640434741973877},{"id":"https://openalex.org/keywords/social-network","display_name":"Social network (sociolinguistics)","score":0.4145314693450928},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.404933899641037},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.3837946653366089},{"id":"https://openalex.org/keywords/social-media","display_name":"Social media","score":0.3594019412994385},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.24966463446617126}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8298863172531128},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.557869553565979},{"id":"https://openalex.org/C2780801425","wikidata":"https://www.wikidata.org/wiki/Q5164392","display_name":"Construct (python library)","level":2,"score":0.5321604013442993},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4723438024520874},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.4479965269565582},{"id":"https://openalex.org/C155292070","wikidata":"https://www.wikidata.org/wiki/Q1198122","display_name":"Location-based service","level":2,"score":0.4428379237651825},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.436884343624115},{"id":"https://openalex.org/C103278499","wikidata":"https://www.wikidata.org/wiki/Q254465","display_name":"Similarity (geometry)","level":3,"score":0.43640434741973877},{"id":"https://openalex.org/C4727928","wikidata":"https://www.wikidata.org/wiki/Q17164759","display_name":"Social network (sociolinguistics)","level":3,"score":0.4145314693450928},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.404933899641037},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3837946653366089},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.3594019412994385},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.24966463446617126},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/cist.2014.7016621","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cist.2014.7016621","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2014 Third IEEE International Colloquium in Information Science and Technology (CIST)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/11","display_name":"Sustainable cities and communities","score":0.46000000834465027}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":19,"referenced_works":["https://openalex.org/W1570448133","https://openalex.org/W1971760847","https://openalex.org/W2024877464","https://openalex.org/W2054560962","https://openalex.org/W2059512573","https://openalex.org/W2063718055","https://openalex.org/W2069090820","https://openalex.org/W2085594281","https://openalex.org/W2110953678","https://openalex.org/W2125761757","https://openalex.org/W2127474081","https://openalex.org/W2140535046","https://openalex.org/W2141948411","https://openalex.org/W2165536877","https://openalex.org/W2242272818","https://openalex.org/W2964300541","https://openalex.org/W6643267737","https://openalex.org/W6680894370","https://openalex.org/W6684467561"],"related_works":["https://openalex.org/W2366107444","https://openalex.org/W4388145910","https://openalex.org/W1976205134","https://openalex.org/W2381570729","https://openalex.org/W4248336175","https://openalex.org/W3009369890","https://openalex.org/W2031260042","https://openalex.org/W2391445434","https://openalex.org/W2032548952","https://openalex.org/W2294667518"],"abstract_inverted_index":{"Understanding":[0],"human":[1],"mobility":[2],"dynamics":[3],"is":[4],"of":[5,38,59,76,85,117],"an":[6],"essential":[7],"importance":[8],"to":[9,31,44,72,92],"today":[10],"mobile":[11],"applications,":[12],"including":[13],"context-aware":[14],"advertising":[15],"and":[16,35,49,82,96],"city":[17],"wide":[18],"sensing":[19],"applications.":[20],"Recently,":[21],"Location-based":[22],"social":[23,36,68],"networks":[24],"(LBSNs)":[25],"have":[26],"attracted":[27],"important":[28],"researchers'":[29],"efforts,":[30],"investigate":[32],"spatial,":[33,80],"temporal":[34,81],"aspects":[37],"user":[39,86],"patterns.":[40],"LBSNs":[41],"allow":[42],"users":[43],"\"check-in\"":[45],"at":[46],"geographical":[47],"locations":[48],"share":[50],"this":[51,56,90],"information":[52],"with":[53],"friends.":[54],"In":[55],"paper,":[57],"analysis":[58],"check-ins":[60],"data":[61],"provided":[62],"by":[63],"Foursquare,":[64],"the":[65,110,115],"online":[66],"location-based":[67],"network,":[69],"allows":[70],"us":[71],"construct":[73],"a":[74],"set":[75],"features":[77,99,119],"that":[78,109],"capture:":[79],"similarity":[83],"characteristics":[84],"mobility.":[87],"We":[88,107],"apply":[89],"knowledge":[91],"location":[93,105],"prediction":[94],"problem,":[95],"combine":[97],"these":[98],"in":[100],"supervised":[101,111],"learning":[102],"for":[103],"future":[104],"prediction.":[106],"find":[108],"classifier":[112],"based":[113],"on":[114],"combination":[116],"multiple":[118],"offers":[120],"reasonable":[121],"accuracy.":[122]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2022,"cited_by_count":3},{"year":2019,"cited_by_count":1},{"year":2017,"cited_by_count":1},{"year":2015,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}