{"id":"https://openalex.org/W2886338632","doi":"https://doi.org/10.1109/icc.2018.8422183","title":"LocRec: Rule-Based Successive Location Recommendation in LBSN","display_name":"LocRec: Rule-Based Successive Location Recommendation in LBSN","publication_year":2018,"publication_date":"2018-05-01","ids":{"openalex":"https://openalex.org/W2886338632","doi":"https://doi.org/10.1109/icc.2018.8422183","mag":"2886338632"},"language":"en","primary_location":{"id":"doi:10.1109/icc.2018.8422183","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icc.2018.8422183","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 IEEE International Conference on Communications (ICC)","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/A5102743429","display_name":"Hanane Amirat","orcid":"https://orcid.org/0000-0002-8326-8461"},"institutions":[{"id":"https://openalex.org/I114564095","display_name":"University of Ouargla","ror":"https://ror.org/05amrd548","country_code":"DZ","type":"education","lineage":["https://openalex.org/I114564095"]}],"countries":["DZ"],"is_corresponding":true,"raw_author_name":"Hanane Amirat","raw_affiliation_strings":["D\u00e9partement Informatique, University Kasdi Merbah, Ouargla, Algeria"],"affiliations":[{"raw_affiliation_string":"D\u00e9partement Informatique, University Kasdi Merbah, Ouargla, Algeria","institution_ids":["https://openalex.org/I114564095"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5060341203","display_name":"Abderrahim Benslimane","orcid":"https://orcid.org/0000-0001-9307-6132"},"institutions":[{"id":"https://openalex.org/I198415970","display_name":"Universit\u00e9 d'Avignon et des Pays de Vaucluse","ror":"https://ror.org/00mfpxb84","country_code":"FR","type":"education","lineage":["https://openalex.org/I198415970"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Abderrahim Benslimane","raw_affiliation_strings":["Department of Computer Science and Engineering, University of Avignon, Avignon, France"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, University of Avignon, Avignon, France","institution_ids":["https://openalex.org/I198415970"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038682039","display_name":"Philippe Fournier\u2010Viger","orcid":"https://orcid.org/0000-0002-7680-9899"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Philippe Fournier-Viger","raw_affiliation_strings":["Harbin Institute Of technology, Shenzhen Graduate School, Shenzhen, China"],"affiliations":[{"raw_affiliation_string":"Harbin Institute Of technology, Shenzhen Graduate School, Shenzhen, China","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5004343056","display_name":"Nasreddine Lagraa","orcid":"https://orcid.org/0000-0002-1414-3649"},"institutions":[{"id":"https://openalex.org/I50219554","display_name":"University of Laghouat","ror":"https://ror.org/018bbh535","country_code":"DZ","type":"education","lineage":["https://openalex.org/I50219554"]}],"countries":["DZ"],"is_corresponding":false,"raw_author_name":"Nasreddine Lagraa","raw_affiliation_strings":["D\u00e9partement Informatique, University Ammar Tledji, Laghouat, Algeria"],"affiliations":[{"raw_affiliation_string":"D\u00e9partement Informatique, University Ammar Tledji, Laghouat, Algeria","institution_ids":["https://openalex.org/I50219554"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5102743429"],"corresponding_institution_ids":["https://openalex.org/I114564095"],"apc_list":null,"apc_paid":null,"fwci":0.3927,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.70669609,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10203","display_name":"Recommender Systems and Techniques","score":0.9984999895095825,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10203","display_name":"Recommender Systems and Techniques","score":0.9984999895095825,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T11980","display_name":"Human Mobility and Location-Based Analysis","score":0.9976000189781189,"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":0.9926999807357788,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7739982604980469},{"id":"https://openalex.org/keywords/constraint","display_name":"Constraint (computer-aided design)","score":0.6322076320648193},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.5917326807975769},{"id":"https://openalex.org/keywords/recommender-system","display_name":"Recommender system","score":0.581689715385437},{"id":"https://openalex.org/keywords/location-based-service","display_name":"Location-based service","score":0.5392746925354004},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.5361321568489075},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3610824644565582},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3134819567203522},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.14442765712738037}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7739982604980469},{"id":"https://openalex.org/C2776036281","wikidata":"https://www.wikidata.org/wiki/Q48769818","display_name":"Constraint (computer-aided design)","level":2,"score":0.6322076320648193},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5917326807975769},{"id":"https://openalex.org/C557471498","wikidata":"https://www.wikidata.org/wiki/Q554950","display_name":"Recommender system","level":2,"score":0.581689715385437},{"id":"https://openalex.org/C155292070","wikidata":"https://www.wikidata.org/wiki/Q1198122","display_name":"Location-based service","level":2,"score":0.5392746925354004},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.5361321568489075},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3610824644565582},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3134819567203522},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.14442765712738037},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icc.2018.8422183","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icc.2018.8422183","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 IEEE International Conference on Communications (ICC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Reduced inequalities","id":"https://metadata.un.org/sdg/10","score":0.7099999785423279}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":17,"referenced_works":["https://openalex.org/W1546409232","https://openalex.org/W1990142825","https://openalex.org/W2009779426","https://openalex.org/W2009799282","https://openalex.org/W2054560962","https://openalex.org/W2055852858","https://openalex.org/W2060024669","https://openalex.org/W2064118757","https://openalex.org/W2070075246","https://openalex.org/W2074020083","https://openalex.org/W2097268493","https://openalex.org/W2116817084","https://openalex.org/W2122516730","https://openalex.org/W2123488392","https://openalex.org/W2139809240","https://openalex.org/W2405496393","https://openalex.org/W6632885370"],"related_works":["https://openalex.org/W4390273403","https://openalex.org/W4386781444","https://openalex.org/W2150182025","https://openalex.org/W3092950680","https://openalex.org/W3197542405","https://openalex.org/W2056712470","https://openalex.org/W3125580266","https://openalex.org/W4317039510","https://openalex.org/W4238861846","https://openalex.org/W790944756"],"abstract_inverted_index":{"Successive":[0],"location":[1,79,101,181],"recommendation":[2,80,109,118],"has":[3],"recently":[4],"emerged":[5],"as":[6],"an":[7],"important":[8],"service":[9],"in":[10,49,55],"Location-Based":[11],"Social":[12],"Networks":[13],"(LBSNs).":[14],"It":[15],"aims":[16],"at":[17],"recommending":[18],"the":[19,44,98,115,144,147,154,159,166],"next":[20],"location(s)":[21],"to":[22,24,51,76,142,156],"visit":[23],"a":[25,60,137,162],"user":[26],"given":[27],"its":[28],"current":[29],"and":[30,89,106,128,158],"previous":[31],"locations.":[32],"Although":[33],"several":[34],"recommenders":[35,123],"have":[36,42],"been":[37],"proposed,":[38],"only":[39],"few":[40],"works":[41],"considered":[43],"sequential":[45,62],"correlations":[46],"among":[47],"locations":[48],"addition":[50],"other":[52],"influential":[53],"factors":[54],"recommendation.":[56,182],"In":[57],"this":[58],"paper,":[59],"novel":[61],"rule":[63],"mining-based":[64],"approach":[65,95],"called":[66],"Location":[67],"Recommender":[68],"(LocRec)":[69],"is":[70,74],"proposed.":[71],"Our":[72],"proposal":[73],"designed":[75],"perform":[77],"successive":[78,180],"for":[81,179],"users":[82],"of":[83,100,117,146,161,168],"LBSN":[84,140],"by":[85],"considering":[86],"sequential,":[87],"social":[88],"temporal":[90],"influence":[91,119],"factors.":[92],"The":[93],"proposed":[94,148],"first":[96],"extracts":[97],"set":[99],"sequences":[102],"from":[103,111],"mobility":[104],"data":[105],"then":[107],"generates":[108],"rules":[110],"it.":[112],"Based":[113],"on":[114,136],"concept":[116],"factor,":[120],"two":[121],"rule-based":[122],"are":[124],"designed,":[125],"namely":[126],"temporal-based":[127],"social-based":[129],"recommenders.":[130,149],"An":[131],"experimental":[132],"evaluation":[133],"was":[134],"conducted":[135],"real":[138],"large-scale":[139],"dataset":[141],"compare":[143],"performance":[145,167],"Obtained":[150],"results":[151],"show":[152],"that":[153,173],"tolerance":[155],"order-variations":[157],"use":[160],"window":[163],"constraint":[164],"enhance":[165],"LocRec.":[169],"They":[170],"also":[171],"depict":[172],"LocRec":[174],"outperforms":[175],"classical":[176],"sequential-based":[177],"models":[178]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2018,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
