{"id":"https://openalex.org/W1965280260","doi":"https://doi.org/10.1109/cict.2015.20","title":"User-Based Collaborative Filtering for Tourist Attraction Recommendations","display_name":"User-Based Collaborative Filtering for Tourist Attraction Recommendations","publication_year":2015,"publication_date":"2015-02-01","ids":{"openalex":"https://openalex.org/W1965280260","doi":"https://doi.org/10.1109/cict.2015.20","mag":"1965280260"},"language":"en","primary_location":{"id":"doi:10.1109/cict.2015.20","doi":"https://doi.org/10.1109/cict.2015.20","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cict.2015.20","pdf_url":null,"source":{"id":"https://openalex.org/S7407088377","display_name":"International Conference on Computational Intelligence & Communication Technology (CICT)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 IEEE International Conference on Computational Intelligence &amp; Communication Technology","raw_type":"proceedings-article"},"volume":null,"type":"conference-paper","is_traditional":true,"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/A5049185684","display_name":"Zhiyang Jia","orcid":"https://orcid.org/0000-0002-2709-5498","observed_orcids":["https://orcid.org/0000-0002-2709-5498","https://orcid.org/0009-0002-0216-1599"]},"institutions":[{"id":"https://openalex.org/I189210763","display_name":"Yunnan University","ror":"https://ror.org/0040axw97","country_code":"CN","type":"education","lineage":["https://openalex.org/I189210763"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhiyang Jia","raw_affiliation_strings":["Department of Information Science and Technology, Tourism and Culture College of Yunnan University, Lijiang, China","Dept. of Inf. Sci. & Technol., Tourism & Culture Coll. of Yunnan Univ., Lijiang, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Information Science and Technology, Tourism and Culture College of Yunnan University, Lijiang, China","institution_ids":["https://openalex.org/I189210763"]},{"raw_affiliation_string":"Dept. of Inf. Sci. & Technol., Tourism & Culture Coll. of Yunnan Univ., Lijiang, China","institution_ids":["https://openalex.org/I189210763"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5109523543","display_name":"Yuting Yang","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I189210763","display_name":"Yunnan University","ror":"https://ror.org/0040axw97","country_code":"CN","type":"education","lineage":["https://openalex.org/I189210763"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuting Yang","raw_affiliation_strings":["Department of Information Science and Technology, Tourism and Culture College of Yunnan University, Lijiang, China","Dept. of Inf. Sci. & Technol., Tourism & Culture Coll. of Yunnan Univ., Lijiang, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Information Science and Technology, Tourism and Culture College of Yunnan University, Lijiang, China","institution_ids":["https://openalex.org/I189210763"]},{"raw_affiliation_string":"Dept. of Inf. Sci. & Technol., Tourism & Culture Coll. of Yunnan Univ., Lijiang, China","institution_ids":["https://openalex.org/I189210763"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5017175424","display_name":"Wei Gao","orcid":"https://orcid.org/0000-0001-8084-9386","observed_orcids":["https://orcid.org/0000-0001-8084-9386","https://orcid.org/0009-0005-1756-2135"]},"institutions":[{"id":"https://openalex.org/I120825670","display_name":"Yunnan Normal University","ror":"https://ror.org/00sc9n023","country_code":"CN","type":"education","lineage":["https://openalex.org/I120825670"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wei Gao","raw_affiliation_strings":["School of Information Science, Yunnan Normal University, Kunming, China","School of Information Science, Yunnan Normal University, Kunming, China#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Information Science, Yunnan Normal University, Kunming, China","institution_ids":["https://openalex.org/I120825670"]},{"raw_affiliation_string":"School of Information Science, Yunnan Normal University, Kunming, China#TAB#","institution_ids":["https://openalex.org/I120825670"]}]},{"author_position":"last","author":{"id":null,"display_name":"Xu Chen","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I189210763","display_name":"Yunnan University","ror":"https://ror.org/0040axw97","country_code":"CN","type":"education","lineage":["https://openalex.org/I189210763"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xu Chen","raw_affiliation_strings":["Department of Information Science and Technology, Tourism and Culture College of Yunnan University, Lijiang, China","Dept. of Inf. Sci. & Technol., Tourism & Culture Coll. of Yunnan Univ., Lijiang, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Information Science and Technology, Tourism and Culture College of Yunnan University, Lijiang, China","institution_ids":["https://openalex.org/I189210763"]},{"raw_affiliation_string":"Dept. of Inf. Sci. & Technol., Tourism & Culture Coll. of Yunnan Univ., Lijiang, China","institution_ids":["https://openalex.org/I189210763"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":3.0614,"has_fulltext":false,"cited_by_count":76,"citation_normalized_percentile":{"value":0.9241522,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":88,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"22","last_page":"25"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10203","display_name":"Recommender Systems and Techniques","score":1.0,"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":1.0,"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/T14435","display_name":"Information Retrieval and Data Mining","score":0.0,"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/T10286","display_name":"Information Retrieval and Search Behavior","score":0.0,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/user-based-collaborative-filtering","display_name":"user-based collaborative filtering","score":0.9409999847412109},{"id":"https://openalex.org/keywords/tourist-attraction-recommendation","display_name":"tourist attraction recommendation","score":0.9670000076293945},{"id":"https://openalex.org/keywords/recommender-systems","display_name":"recommender systems","score":0.9710000157356262},{"id":"https://openalex.org/keywords/cosine-similarity","display_name":"cosine similarity","score":0.7699999809265137},{"id":"https://openalex.org/keywords/user-similarity","display_name":"user similarity","score":0.6620000004768372},{"id":"https://openalex.org/keywords/personalized-recommendation","display_name":"personalized recommendation","score":0.5709999799728394}],"concepts":[{"id":"https://openalex.org/C557471498","wikidata":"https://www.wikidata.org/wiki/Q554950","display_name":"Recommender system","level":2,"score":0.8057259321212769},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8028606176376343},{"id":"https://openalex.org/C21569690","wikidata":"https://www.wikidata.org/wiki/Q94702","display_name":"Collaborative filtering","level":3,"score":0.7670624852180481},{"id":"https://openalex.org/C18918823","wikidata":"https://www.wikidata.org/wiki/Q49389","display_name":"Tourism","level":2,"score":0.689189612865448},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.6088311672210693},{"id":"https://openalex.org/C2781249084","wikidata":"https://www.wikidata.org/wiki/Q908656","display_name":"Preference","level":2,"score":0.5978413224220276},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.5878257155418396},{"id":"https://openalex.org/C2778364177","wikidata":"https://www.wikidata.org/wiki/Q2247133","display_name":"Attraction","level":2,"score":0.5799661874771118},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.5696384906768799},{"id":"https://openalex.org/C182306322","wikidata":"https://www.wikidata.org/wiki/Q1779371","display_name":"Order (exchange)","level":2,"score":0.4760063588619232},{"id":"https://openalex.org/C2992680743","wikidata":"https://www.wikidata.org/wiki/Q570116","display_name":"Tourist attraction","level":3,"score":0.4579116702079773},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.43129831552505493},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.4071388840675354},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1006348729133606},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"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/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","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/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/cict.2015.20","doi":"https://doi.org/10.1109/cict.2015.20","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cict.2015.20","pdf_url":null,"source":{"id":"https://openalex.org/S7407088377","display_name":"International Conference on Computational Intelligence & Communication Technology (CICT)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 IEEE International Conference on Computational Intelligence &amp; Communication Technology","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W1880298565","https://openalex.org/W1971711168","https://openalex.org/W1995103535","https://openalex.org/W2003274231","https://openalex.org/W2014959234","https://openalex.org/W2020740057","https://openalex.org/W2033500845","https://openalex.org/W2040559836","https://openalex.org/W2043589699","https://openalex.org/W2079459186","https://openalex.org/W2105953200","https://openalex.org/W2143157063","https://openalex.org/W2163006140","https://openalex.org/W2165046037","https://openalex.org/W2168525982"],"related_works":["https://openalex.org/W6949652602","https://openalex.org/W4288388984","https://openalex.org/W3211440266","https://openalex.org/W3210043986","https://openalex.org/W2797729039","https://openalex.org/W7165157295","https://openalex.org/W4286907983","https://openalex.org/W2973044224","https://openalex.org/W4285502420","https://openalex.org/W4413436444"],"abstract_inverted_index":{"A":[0],"user-based":[1],"tourist":[2,65],"attraction":[3,85],"recommender":[4,12,38],"system":[5,13],"is":[6,14,21,99,138],"developed":[7],"in":[8,50,140],"this":[9],"paper.":[10],"The":[11],"constructed":[15],"as":[16,41],"an":[17],"online":[18],"application":[19],"which":[20],"capable":[22],"of":[23,28,36,57,64,72,77,84,104,107,113,122,133],"generating":[24],"a":[25,136],"personalized":[26],"list":[27],"preference":[29],"attractions":[30,66,114],"for":[31],"the":[32,51,55,61,82,91,96,102,105,111,119,123,130,134],"tourist.":[33],"Modern":[34],"technologies":[35],"classical":[37],"system,":[39,135],"such":[40],"collaborative":[42,58],"filtering":[43,59],"are":[44,115],"considered":[45],"to":[46,89,118,128],"be":[47],"effectively":[48],"adopted":[49,100],"tourism":[52],"domain.":[53],"On":[54],"basis":[56],"principle,":[60],"recommendation":[62],"process":[63,103,132],"divided":[67],"into":[68],"three":[69],"steps,":[70],"representation":[71],"user":[73],"(tourist)":[74],"information,":[75],"generation":[76,83,106],"neighbor":[78],"users":[79],"(tourists)":[80],"and":[81],"recommendations.":[86],"In":[87,126],"order":[88,127],"calculate":[90],"similarities":[92],"between":[93],"each":[94],"user,":[95],"Cosine":[97],"method":[98],"during":[101],"neighbors.":[108,125],"And":[109],"then":[110],"recommendations":[112],"generated":[116],"according":[117],"visiting":[120],"history":[121],"user's":[124],"demonstrate":[129],"calculation":[131],"case":[137],"demonstrated":[139],"detail.":[141]},"counts_by_year":[{"year":2026,"cited_by_count":4},{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":14},{"year":2023,"cited_by_count":8},{"year":2022,"cited_by_count":11},{"year":2021,"cited_by_count":12},{"year":2020,"cited_by_count":6},{"year":2019,"cited_by_count":4},{"year":2018,"cited_by_count":6},{"year":2017,"cited_by_count":4},{"year":2016,"cited_by_count":2},{"year":2015,"cited_by_count":1}],"updated_date":"2026-11-10T11:39:43.021295","created_date":"2016-06-24T00:00:00"}
