{"id":"https://openalex.org/W3127359194","doi":"https://doi.org/10.1080/17489725.2021.1880029","title":"A store location-based recommender system using user\u2019s position and web searches","display_name":"A store location-based recommender system using user\u2019s position and web searches","publication_year":2021,"publication_date":"2021-02-04","ids":{"openalex":"https://openalex.org/W3127359194","doi":"https://doi.org/10.1080/17489725.2021.1880029","mag":"3127359194"},"language":"en","primary_location":{"id":"doi:10.1080/17489725.2021.1880029","is_oa":false,"landing_page_url":"https://doi.org/10.1080/17489725.2021.1880029","pdf_url":null,"source":{"id":"https://openalex.org/S96696709","display_name":"Journal of Location Based Services","issn_l":"1748-9725","issn":["1748-9725","1748-9733"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Location Based Services","raw_type":"journal-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/A5084781541","display_name":"Goshtasb Shahriari-Mehr","orcid":"https://orcid.org/0000-0001-5867-9675"},"institutions":[{"id":"https://openalex.org/I23946033","display_name":"University of Tehran","ror":"https://ror.org/05vf56z40","country_code":"IR","type":"education","lineage":["https://openalex.org/I23946033"]}],"countries":["IR"],"is_corresponding":false,"raw_author_name":"Goshtasb Shahriari-Mehr","raw_affiliation_strings":["School of Surveying and Geospatial Engineering, College of Engineering, University of Tehran, Tehran, Iran"],"raw_orcid":"https://orcid.org/0000-0001-5867-9675","affiliations":[{"raw_affiliation_string":"School of Surveying and Geospatial Engineering, College of Engineering, University of Tehran, Tehran, Iran","institution_ids":["https://openalex.org/I23946033"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086822364","display_name":"M. R. Delavar","orcid":"https://orcid.org/0000-0002-9654-6491"},"institutions":[{"id":"https://openalex.org/I23946033","display_name":"University of Tehran","ror":"https://ror.org/05vf56z40","country_code":"IR","type":"education","lineage":["https://openalex.org/I23946033"]}],"countries":["IR"],"is_corresponding":true,"raw_author_name":"Mahmoud Reza Delavar","raw_affiliation_strings":["Center of Excellence in Geomatics Engineering in Disaster Managemegnt, School of Surveying and Geospatial Engineering, College of Engineering, University of Tehran, Tehran, Iran"],"raw_orcid":"https://orcid.org/0000-0002-9654-6491","affiliations":[{"raw_affiliation_string":"Center of Excellence in Geomatics Engineering in Disaster Managemegnt, School of Surveying and Geospatial Engineering, College of Engineering, University of Tehran, Tehran, Iran","institution_ids":["https://openalex.org/I23946033"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027849780","display_name":"Christophe Claramunt","orcid":"https://orcid.org/0000-0002-5586-1997"},"institutions":[{"id":"https://openalex.org/I2801296886","display_name":"Institut de Recherche de l\u2019\u00c9cole Navale","ror":"https://ror.org/01v6shv96","country_code":"FR","type":"facility","lineage":["https://openalex.org/I183158303","https://openalex.org/I190752583","https://openalex.org/I190861549","https://openalex.org/I2801296886","https://openalex.org/I4210134562"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Christophe Claramunt","raw_affiliation_strings":["Naval Academy Research Institute Lanveoc-Poulmic, Brest Naval, France"],"raw_orcid":"https://orcid.org/0000-0002-5586-1997","affiliations":[{"raw_affiliation_string":"Naval Academy Research Institute Lanveoc-Poulmic, Brest Naval, France","institution_ids":["https://openalex.org/I2801296886"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083876282","display_name":"Babak Nadjar Araabi","orcid":"https://orcid.org/0000-0002-5283-263X"},"institutions":[{"id":"https://openalex.org/I23946033","display_name":"University of Tehran","ror":"https://ror.org/05vf56z40","country_code":"IR","type":"education","lineage":["https://openalex.org/I23946033"]}],"countries":["IR"],"is_corresponding":false,"raw_author_name":"Babak Nadjar Araabi","raw_affiliation_strings":["Cognitive Systems Laboratory, Control and Intelligent Processing Center of Excellence (CIPCE), School of Electrical and Computer Engineering, College of Engineering, University of Tehran, Tehran, Iran"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Cognitive Systems Laboratory, Control and Intelligent Processing Center of Excellence (CIPCE), School of Electrical and Computer Engineering, College of Engineering, University of Tehran, Tehran, Iran","institution_ids":["https://openalex.org/I23946033"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5076796124","display_name":"Mohammad\u2010Reza A. Dehaqani","orcid":"https://orcid.org/0000-0003-4365-4365"},"institutions":[{"id":"https://openalex.org/I23946033","display_name":"University of Tehran","ror":"https://ror.org/05vf56z40","country_code":"IR","type":"education","lineage":["https://openalex.org/I23946033"]}],"countries":["IR"],"is_corresponding":false,"raw_author_name":"Mohammad-Reza A. Dehaqani","raw_affiliation_strings":["Cognitive Systems Laboratory, Control and Intelligent Processing Center of Excellence (CIPCE), School of Electrical and Computer Engineering, College of Engineering, University of Tehran, Tehran, Iran"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Cognitive Systems Laboratory, Control and Intelligent Processing Center of Excellence (CIPCE), School of Electrical and Computer Engineering, College of Engineering, University of Tehran, Tehran, Iran","institution_ids":["https://openalex.org/I23946033"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5086822364"],"corresponding_institution_ids":["https://openalex.org/I23946033"],"apc_list":null,"apc_paid":null,"fwci":1.139,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.81899125,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":96},"biblio":{"volume":"15","issue":"2","first_page":"118","last_page":"141"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10203","display_name":"Recommender Systems and Techniques","score":0.9991000294685364,"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":0.9991000294685364,"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/T11106","display_name":"Data Management and Algorithms","score":0.9882000088691711,"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/T11439","display_name":"Video Analysis and Summarization","score":0.9793000221252441,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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":0.789651095867157},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.6348593235015869},{"id":"https://openalex.org/keywords/product","display_name":"Product (mathematics)","score":0.63238525390625},{"id":"https://openalex.org/keywords/recommender-system","display_name":"Recommender system","score":0.6132360696792603},{"id":"https://openalex.org/keywords/the-internet","display_name":"The Internet","score":0.5551509857177734},{"id":"https://openalex.org/keywords/position","display_name":"Position (finance)","score":0.4269787669181824},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.3692173659801483},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.09232228994369507}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.789651095867157},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.6348593235015869},{"id":"https://openalex.org/C90673727","wikidata":"https://www.wikidata.org/wiki/Q901718","display_name":"Product (mathematics)","level":2,"score":0.63238525390625},{"id":"https://openalex.org/C557471498","wikidata":"https://www.wikidata.org/wiki/Q554950","display_name":"Recommender system","level":2,"score":0.6132360696792603},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.5551509857177734},{"id":"https://openalex.org/C198082294","wikidata":"https://www.wikidata.org/wiki/Q3399648","display_name":"Position (finance)","level":2,"score":0.4269787669181824},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.3692173659801483},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.09232228994369507},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C10138342","wikidata":"https://www.wikidata.org/wiki/Q43015","display_name":"Finance","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1080/17489725.2021.1880029","is_oa":false,"landing_page_url":"https://doi.org/10.1080/17489725.2021.1880029","pdf_url":null,"source":{"id":"https://openalex.org/S96696709","display_name":"Journal of Location Based Services","issn_l":"1748-9725","issn":["1748-9725","1748-9733"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Location Based Services","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":35,"referenced_works":["https://openalex.org/W85772197","https://openalex.org/W1040111410","https://openalex.org/W2039826273","https://openalex.org/W2046787905","https://openalex.org/W2069642437","https://openalex.org/W2073021764","https://openalex.org/W2074423387","https://openalex.org/W2107783885","https://openalex.org/W2140251882","https://openalex.org/W2145161265","https://openalex.org/W2155106456","https://openalex.org/W2171960770","https://openalex.org/W2268344079","https://openalex.org/W2407385737","https://openalex.org/W2461816915","https://openalex.org/W2497834473","https://openalex.org/W2509964634","https://openalex.org/W2530334853","https://openalex.org/W2537392815","https://openalex.org/W2618591219","https://openalex.org/W2738750610","https://openalex.org/W2751087670","https://openalex.org/W2756393429","https://openalex.org/W2912745464","https://openalex.org/W2980397328","https://openalex.org/W3014068830","https://openalex.org/W3015126766","https://openalex.org/W3101635875","https://openalex.org/W3122137447","https://openalex.org/W3123725440","https://openalex.org/W3124922652","https://openalex.org/W4246244091","https://openalex.org/W4252035752","https://openalex.org/W4253830839","https://openalex.org/W4300527817"],"related_works":["https://openalex.org/W4390273403","https://openalex.org/W4386781444","https://openalex.org/W4246980185","https://openalex.org/W2150182025","https://openalex.org/W3197542405","https://openalex.org/W2418190244","https://openalex.org/W4238861846","https://openalex.org/W3125580266","https://openalex.org/W3092950680","https://openalex.org/W2387188077"],"abstract_inverted_index":{"Nowadays,":[0],"gathering":[1],"information":[2],"about":[3],"commercial":[4],"products":[5],"can":[6,16,41,69],"be":[7,17,27,70],"performed":[8],"either":[9],"online":[10,14,21,46,72,105,126],"or":[11],"offline.":[12],"While":[13],"searches":[15,25],"virtually":[18],"undertaken":[19],"through":[20],"shopping":[22,106,127],"websites,":[23],"offline":[24],"should":[26],"done":[28],"physically":[29],"at":[30,84],"stores.":[31,86,143],"However,":[32],"there":[33],"is":[34,96,155,166],"a":[35,78,130,145,158,187],"specific":[36],"emerging":[37],"trend":[38],"where":[39],"users":[40,141,170],"check":[42],"some":[43,56],"product":[44,174],"opportunities":[45],"before":[47],"getting":[48],"to":[49,97,168],"the":[50,65,85,90,111,135,140,149,152,162,169,193,197],"stores":[51,112,154,165],"and":[52,103,108,142,151,176],"then":[53,109],"possibly":[54],"buying":[55],"items":[57],"whose":[58],"properties":[59,68],"have":[60],"already":[61],"been":[62,183],"evaluated":[63],"over":[64],"Web.":[66],"Product":[67],"studied":[71],"while":[73],"on":[74,172],"site":[75],"evaluation":[76],"provides":[77],"direct":[79],"contact":[80],"with":[81],"these":[82],"goods":[83],"The":[87,179],"objective":[88],"of":[89,137,161,189,196,199],"approach":[91,181],"developed":[92],"in":[93,192],"this":[94],"paper":[95],"discover":[98],"user":[99,150],"preferences":[100],"when":[101],"searching":[102],"exploring":[104],"websites":[107],"recommend":[110],"that":[113],"better":[114],"match":[115],"their":[116,173,177],"interests.":[117],"First,":[118],"users\u2019":[119],"internet":[120],"behaviours":[121],"are":[122],"extracted":[123],"from":[124],"an":[125],"website.":[128],"Secondly,":[129],"Voronoi":[131],"high-dimensional":[132],"structure":[133],"supports":[134],"derivation":[136],"similarities":[138],"between":[139,148],"Third,":[144],"distance":[146],"matrix":[147],"selected":[153],"generated.":[156],"Finally,":[157],"ranked":[159],"list":[160],"most":[163],"appropriate":[164],"provided":[167],"based":[171],"interest":[175],"locations.":[178],"whole":[180],"has":[182],"successfully":[184],"tested":[185],"by":[186],"panel":[188],"30":[190],"volunteers":[191],"6th":[194],"District":[195],"city":[198],"Tehran.":[200]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}