{"id":"https://openalex.org/W2913465454","doi":"https://doi.org/10.1177/0165551518824577","title":"Hotel recommendation system by bipartite networks and link prediction","display_name":"Hotel recommendation system by bipartite networks and link prediction","publication_year":2019,"publication_date":"2019-01-21","ids":{"openalex":"https://openalex.org/W2913465454","doi":"https://doi.org/10.1177/0165551518824577","mag":"2913465454"},"language":"en","primary_location":{"id":"doi:10.1177/0165551518824577","is_oa":false,"landing_page_url":"https://doi.org/10.1177/0165551518824577","pdf_url":null,"source":{"id":"https://openalex.org/S68913162","display_name":"Journal of Information Science","issn_l":"0165-5515","issn":["0165-5515","1741-6485"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320017","host_organization_name":"SAGE Publishing","host_organization_lineage":["https://openalex.org/P4310320017"],"host_organization_lineage_names":["SAGE Publishing"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Information Science","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/A5028134655","display_name":"Buket Kaya","orcid":"https://orcid.org/0000-0001-9505-181X"},"institutions":[{"id":"https://openalex.org/I143396566","display_name":"F\u0131rat University","ror":"https://ror.org/05teb7b63","country_code":"TR","type":"education","lineage":["https://openalex.org/I143396566"]}],"countries":["TR"],"is_corresponding":true,"raw_author_name":"Buket Kaya","raw_affiliation_strings":["Department of Electronics and Automation, F\u0131rat University, Turkey"],"raw_orcid":"https://orcid.org/0000-0001-9505-181X","affiliations":[{"raw_affiliation_string":"Department of Electronics and Automation, F\u0131rat University, Turkey","institution_ids":["https://openalex.org/I143396566"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5028134655"],"corresponding_institution_ids":["https://openalex.org/I143396566"],"apc_list":{"value":3650,"currency":"USD","value_usd":3650},"apc_paid":null,"fwci":4.8534,"has_fulltext":false,"cited_by_count":22,"citation_normalized_percentile":{"value":0.94798126,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":"46","issue":"1","first_page":"53","last_page":"63"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10609","display_name":"Digital Marketing and Social Media","score":0.9991000294685364,"subfield":{"id":"https://openalex.org/subfields/3312","display_name":"Sociology and Political Science"},"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/T10609","display_name":"Digital Marketing and Social Media","score":0.9991000294685364,"subfield":{"id":"https://openalex.org/subfields/3312","display_name":"Sociology and Political Science"},"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/T10203","display_name":"Recommender Systems and Techniques","score":0.9922000169754028,"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/T10064","display_name":"Complex Network Analysis Techniques","score":0.9523000121116638,"subfield":{"id":"https://openalex.org/subfields/3109","display_name":"Statistical and Nonlinear Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/tourism","display_name":"Tourism","score":0.7233815789222717},{"id":"https://openalex.org/keywords/social-media","display_name":"Social media","score":0.6044532060623169},{"id":"https://openalex.org/keywords/the-internet","display_name":"The Internet","score":0.6040257811546326},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5737239122390747},{"id":"https://openalex.org/keywords/bipartite-graph","display_name":"Bipartite graph","score":0.5599716305732727},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.5395886301994324},{"id":"https://openalex.org/keywords/construct","display_name":"Construct (python library)","score":0.5387865304946899},{"id":"https://openalex.org/keywords/reading","display_name":"Reading (process)","score":0.5355966091156006},{"id":"https://openalex.org/keywords/accommodation","display_name":"Accommodation","score":0.5230104327201843},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.4948663115501404},{"id":"https://openalex.org/keywords/social-network","display_name":"Social network (sociolinguistics)","score":0.47685015201568604},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.46949082612991333},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.45856180787086487},{"id":"https://openalex.org/keywords/recommender-system","display_name":"Recommender system","score":0.45720890164375305},{"id":"https://openalex.org/keywords/microblogging","display_name":"Microblogging","score":0.4471132457256317},{"id":"https://openalex.org/keywords/marketing","display_name":"Marketing","score":0.4034295976161957},{"id":"https://openalex.org/keywords/advertising","display_name":"Advertising","score":0.34987369179725647},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.1560015082359314},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.15153434872627258},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.13900408148765564},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.12934914231300354},{"id":"https://openalex.org/keywords/political-science","display_name":"Political science","score":0.10897716879844666}],"concepts":[{"id":"https://openalex.org/C18918823","wikidata":"https://www.wikidata.org/wiki/Q49389","display_name":"Tourism","level":2,"score":0.7233815789222717},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.6044532060623169},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.6040257811546326},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5737239122390747},{"id":"https://openalex.org/C197657726","wikidata":"https://www.wikidata.org/wiki/Q174733","display_name":"Bipartite graph","level":3,"score":0.5599716305732727},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.5395886301994324},{"id":"https://openalex.org/C2780801425","wikidata":"https://www.wikidata.org/wiki/Q5164392","display_name":"Construct (python library)","level":2,"score":0.5387865304946899},{"id":"https://openalex.org/C554936623","wikidata":"https://www.wikidata.org/wiki/Q199657","display_name":"Reading (process)","level":2,"score":0.5355966091156006},{"id":"https://openalex.org/C157660682","wikidata":"https://www.wikidata.org/wiki/Q419793","display_name":"Accommodation","level":2,"score":0.5230104327201843},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.4948663115501404},{"id":"https://openalex.org/C4727928","wikidata":"https://www.wikidata.org/wiki/Q17164759","display_name":"Social network (sociolinguistics)","level":3,"score":0.47685015201568604},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.46949082612991333},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.45856180787086487},{"id":"https://openalex.org/C557471498","wikidata":"https://www.wikidata.org/wiki/Q554950","display_name":"Recommender system","level":2,"score":0.45720890164375305},{"id":"https://openalex.org/C143275388","wikidata":"https://www.wikidata.org/wiki/Q92438","display_name":"Microblogging","level":3,"score":0.4471132457256317},{"id":"https://openalex.org/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","level":1,"score":0.4034295976161957},{"id":"https://openalex.org/C112698675","wikidata":"https://www.wikidata.org/wiki/Q37038","display_name":"Advertising","level":1,"score":0.34987369179725647},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.1560015082359314},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.15153434872627258},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.13900408148765564},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.12934914231300354},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.10897716879844666},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"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/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","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},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1177/0165551518824577","is_oa":false,"landing_page_url":"https://doi.org/10.1177/0165551518824577","pdf_url":null,"source":{"id":"https://openalex.org/S68913162","display_name":"Journal of Information Science","issn_l":"0165-5515","issn":["0165-5515","1741-6485"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320017","host_organization_name":"SAGE Publishing","host_organization_lineage":["https://openalex.org/P4310320017"],"host_organization_lineage_names":["SAGE Publishing"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Information Science","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/8","score":0.5799999833106995,"display_name":"Decent work and economic growth"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":38,"referenced_works":["https://openalex.org/W188608978","https://openalex.org/W950821216","https://openalex.org/W1556758605","https://openalex.org/W1979104937","https://openalex.org/W1984808815","https://openalex.org/W2007444087","https://openalex.org/W2012327977","https://openalex.org/W2045277357","https://openalex.org/W2079223345","https://openalex.org/W2100329159","https://openalex.org/W2111527574","https://openalex.org/W2145845082","https://openalex.org/W2154454189","https://openalex.org/W2170033768","https://openalex.org/W2293447313","https://openalex.org/W2341336811","https://openalex.org/W2413581701","https://openalex.org/W2465701822","https://openalex.org/W2482589566","https://openalex.org/W2529121416","https://openalex.org/W2531147518","https://openalex.org/W2560654344","https://openalex.org/W2564084673","https://openalex.org/W2626293262","https://openalex.org/W2753460943","https://openalex.org/W2782536238","https://openalex.org/W2784431496","https://openalex.org/W2790923627","https://openalex.org/W2884026908","https://openalex.org/W3100447784","https://openalex.org/W4232932184","https://openalex.org/W4235670450","https://openalex.org/W4235750485","https://openalex.org/W4238096204","https://openalex.org/W4241431631","https://openalex.org/W4241636570","https://openalex.org/W4249785897","https://openalex.org/W4298029162"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W2288500610","https://openalex.org/W2381342124","https://openalex.org/W2120116197","https://openalex.org/W1796781239","https://openalex.org/W1975047776","https://openalex.org/W2367713697","https://openalex.org/W120485128","https://openalex.org/W2065099951","https://openalex.org/W2993423439"],"abstract_inverted_index":{"With":[0,212],"the":[1,5,40,43,56,74,84,149,190,194,200,209,220,224,229,233,240],"rapid":[2],"growth":[3],"of":[4,34,39,45,55,73,104,140,144,158,235],"Internet":[6],"in":[7,99,172,199,208],"recent":[8],"years,":[9],"online":[10,119,225,248],"social":[11,22],"media":[12,23],"has":[13],"become":[14],"very":[15],"important":[16],"for":[17,64,181],"people.":[18],"People":[19,79],"often":[20],"use":[21,44],"tools":[24,47],"to":[25,59,108,130,179,197,218],"communicate":[26],"and":[27,36,134,142,160,168,227],"share":[28,80],"their":[29,81,131,145,182],"ideas":[30],"or":[31,92],"experiences":[32,82],"regardless":[33],"time":[35,221],"place.":[37],"One":[38],"areas":[41],"where":[42,70,193],"these":[46,89,173],"is":[48,50,53,107,239],"widespread":[49],"tourism.":[51],"It":[52],"one":[54],"hardest":[57],"tasks":[58],"find":[60],"a":[61,110,135,245],"suitable":[62,230],"hotel":[63,100,111,120,246],"travellers.":[65],"There":[66],"are":[67,77,95],"many":[68],"websites":[69],"accommodation":[71],"services":[72],"tourism":[75],"enterprises":[76],"evaluated.":[78],"about":[83],"hotels":[85,161,178,192],"they":[86],"stayed":[87],"through":[88],"websites.":[90],"Positive":[91],"negative":[93],"comments":[94],"an":[96],"effective":[97],"factor":[98],"selection.":[101],"The":[102,122,202],"purpose":[103],"this":[105,213,238],"study":[106,242],"construct":[109],"recommendation":[112,150],"system":[113],"based":[114],"on":[115,243],"user\u2019s":[116],"location":[117],"using":[118,189,247],"reviews.":[121],"reviews":[123,143,226,249],"crawled":[124],"from":[125],"TripAdvisor.com":[126],"were":[127,162,165,206],"filtered":[128],"according":[129],"total":[132],"scores,":[133],"dataset":[136],"was":[137,176,216],"obtained":[138,207],"consisting":[139,157],"users":[141,159,180,195],"liked":[146],"hotels.":[147],"For":[148],"task,":[151],"first,":[152],"three":[153],"different":[154],"bipartite":[155,251],"networks":[156],"modelled,":[163],"which":[164],"global,":[166],"country":[167],"city":[169],"based.":[170],"Then,":[171],"networks,":[174],"it":[175,215],"recommended":[177],"next":[183],"choice":[184],"with":[185],"link":[186],"prediction":[187],"methods,":[188],"common":[191],"prefer":[196],"stay":[198],"past.":[201],"most":[203],"successful":[204],"results":[205],"city-based":[210],"network.":[211],"study,":[214],"tried":[217],"reduce":[219],"spent":[222],"reading":[223],"finding":[228],"hotel.":[231],"To":[232],"best":[234],"our":[236],"knowledge,":[237],"first":[241],"recommending":[244],"by":[250],"networks.":[252]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":6},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":5},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":1}],"updated_date":"2026-08-21T09:56:20.448147","created_date":"2025-10-10T00:00:00"}
