{"id":"https://openalex.org/W2793034076","doi":"https://doi.org/10.1007/s10844-018-0496-5","title":"A tourism destination recommender system using users\u2019 sentiment and temporal dynamics","display_name":"A tourism destination recommender system using users\u2019 sentiment and temporal dynamics","publication_year":2018,"publication_date":"2018-02-05","ids":{"openalex":"https://openalex.org/W2793034076","doi":"https://doi.org/10.1007/s10844-018-0496-5","mag":"2793034076"},"language":"en","primary_location":{"id":"doi:10.1007/s10844-018-0496-5","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10844-018-0496-5","pdf_url":null,"source":{"id":"https://openalex.org/S36033921","display_name":"Journal of Intelligent Information Systems","issn_l":"0925-9902","issn":["0925-9902","1573-7675"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Intelligent Information Systems","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/A5070055083","display_name":"Xiaoyao Zheng","orcid":"https://orcid.org/0000-0001-7554-4211"},"institutions":[{"id":"https://openalex.org/I4210145049","display_name":"Anhui Institute of Information Technology","ror":"https://ror.org/04mw2ty13","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210145049"]},{"id":"https://openalex.org/I4472751","display_name":"Anhui Normal University","ror":"https://ror.org/05fsfvw79","country_code":"CN","type":"education","lineage":["https://openalex.org/I4472751"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaoyao Zheng","raw_affiliation_strings":["Anhui Provincial Key Laboratory of Network and Information Security, Wuhu, 241002, China","College of Territorial Resources and Tourism, Anhui Normal University, Wuhu, 241002, China","School of Mathematics and Computer Science, Anhui Normal University, Wuhu, 241002, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Anhui Provincial Key Laboratory of Network and Information Security, Wuhu, 241002, China","institution_ids":["https://openalex.org/I4210145049"]},{"raw_affiliation_string":"College of Territorial Resources and Tourism, Anhui Normal University, Wuhu, 241002, China","institution_ids":["https://openalex.org/I4472751"]},{"raw_affiliation_string":"School of Mathematics and Computer Science, Anhui Normal University, Wuhu, 241002, China","institution_ids":["https://openalex.org/I4472751"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050720898","display_name":"Yonglong Luo","orcid":"https://orcid.org/0000-0003-4987-0376"},"institutions":[{"id":"https://openalex.org/I4210145049","display_name":"Anhui Institute of Information Technology","ror":"https://ror.org/04mw2ty13","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210145049"]},{"id":"https://openalex.org/I4472751","display_name":"Anhui Normal University","ror":"https://ror.org/05fsfvw79","country_code":"CN","type":"education","lineage":["https://openalex.org/I4472751"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Yonglong Luo","raw_affiliation_strings":["Anhui Provincial Key Laboratory of Network and Information Security, Wuhu, 241002, China","School of Mathematics and Computer Science, Anhui Normal University, Wuhu, 241002, China"],"raw_orcid":"https://orcid.org/0000-0003-4987-0376","affiliations":[{"raw_affiliation_string":"Anhui Provincial Key Laboratory of Network and Information Security, Wuhu, 241002, China","institution_ids":["https://openalex.org/I4210145049"]},{"raw_affiliation_string":"School of Mathematics and Computer Science, Anhui Normal University, Wuhu, 241002, China","institution_ids":["https://openalex.org/I4472751"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056056360","display_name":"Liping Sun","orcid":"https://orcid.org/0000-0002-6678-9759"},"institutions":[{"id":"https://openalex.org/I4472751","display_name":"Anhui Normal University","ror":"https://ror.org/05fsfvw79","country_code":"CN","type":"education","lineage":["https://openalex.org/I4472751"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Liping Sun","raw_affiliation_strings":["School of Mathematics and Computer Science, Anhui Normal University, Wuhu, 241002, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Mathematics and Computer Science, Anhui Normal University, Wuhu, 241002, China","institution_ids":["https://openalex.org/I4472751"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100705326","display_name":"Ji Zhang","orcid":"https://orcid.org/0000-0001-7167-6970"},"institutions":[{"id":"https://openalex.org/I185523456","display_name":"University of Southern Queensland","ror":"https://ror.org/04sjbnx57","country_code":"AU","type":"education","lineage":["https://openalex.org/I185523456"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Ji Zhang","raw_affiliation_strings":["Faculty of Health, Engineering and Science, University of Southern Queensland, Toowoomba, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Health, Engineering and Science, University of Southern Queensland, Toowoomba, Australia","institution_ids":["https://openalex.org/I185523456"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101414907","display_name":"Fulong Chen","orcid":"https://orcid.org/0000-0003-0557-5084"},"institutions":[{"id":"https://openalex.org/I4472751","display_name":"Anhui Normal University","ror":"https://ror.org/05fsfvw79","country_code":"CN","type":"education","lineage":["https://openalex.org/I4472751"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Fulong Chen","raw_affiliation_strings":["School of Mathematics and Computer Science, Anhui Normal University, Wuhu, 241002, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Mathematics and Computer Science, Anhui Normal University, Wuhu, 241002, China","institution_ids":["https://openalex.org/I4472751"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5050720898"],"corresponding_institution_ids":["https://openalex.org/I4210145049","https://openalex.org/I4472751"],"apc_list":{"value":3390,"currency":"USD","value_usd":3390},"apc_paid":null,"fwci":18.63,"has_fulltext":false,"cited_by_count":73,"citation_normalized_percentile":{"value":0.99126362,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":91,"max":99},"biblio":{"volume":"51","issue":"3","first_page":"557","last_page":"578"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10203","display_name":"Recommender Systems and Techniques","score":0.9998000264167786,"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":0.9998000264167786,"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/T10609","display_name":"Digital Marketing and Social Media","score":0.9986000061035156,"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/T10664","display_name":"Sentiment Analysis and Opinion Mining","score":0.9929999709129333,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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":0.8943308591842651},{"id":"https://openalex.org/keywords/recommender-system","display_name":"Recommender system","score":0.8819853067398071},{"id":"https://openalex.org/keywords/popularity","display_name":"Popularity","score":0.7922205924987793},{"id":"https://openalex.org/keywords/tourism","display_name":"Tourism","score":0.6328699588775635},{"id":"https://openalex.org/keywords/dispose-pattern","display_name":"Dispose pattern","score":0.5436240434646606},{"id":"https://openalex.org/keywords/information-overload","display_name":"Information overload","score":0.4961646497249603},{"id":"https://openalex.org/keywords/destinations","display_name":"Destinations","score":0.4518279433250427},{"id":"https://openalex.org/keywords/preference","display_name":"Preference","score":0.4394574463367462},{"id":"https://openalex.org/keywords/order","display_name":"Order (exchange)","score":0.43200206756591797},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.42911583185195923},{"id":"https://openalex.org/keywords/sentiment-analysis","display_name":"Sentiment analysis","score":0.42581671476364136},{"id":"https://openalex.org/keywords/quality","display_name":"Quality (philosophy)","score":0.4105614721775055},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.36719295382499695},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.24869096279144287}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8943308591842651},{"id":"https://openalex.org/C557471498","wikidata":"https://www.wikidata.org/wiki/Q554950","display_name":"Recommender system","level":2,"score":0.8819853067398071},{"id":"https://openalex.org/C2780586970","wikidata":"https://www.wikidata.org/wiki/Q1357284","display_name":"Popularity","level":2,"score":0.7922205924987793},{"id":"https://openalex.org/C18918823","wikidata":"https://www.wikidata.org/wiki/Q49389","display_name":"Tourism","level":2,"score":0.6328699588775635},{"id":"https://openalex.org/C111424310","wikidata":"https://www.wikidata.org/wiki/Q5282669","display_name":"Dispose pattern","level":2,"score":0.5436240434646606},{"id":"https://openalex.org/C186625053","wikidata":"https://www.wikidata.org/wiki/Q1130191","display_name":"Information overload","level":2,"score":0.4961646497249603},{"id":"https://openalex.org/C2776687071","wikidata":"https://www.wikidata.org/wiki/Q5265193","display_name":"Destinations","level":3,"score":0.4518279433250427},{"id":"https://openalex.org/C2781249084","wikidata":"https://www.wikidata.org/wiki/Q908656","display_name":"Preference","level":2,"score":0.4394574463367462},{"id":"https://openalex.org/C182306322","wikidata":"https://www.wikidata.org/wiki/Q1779371","display_name":"Order (exchange)","level":2,"score":0.43200206756591797},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.42911583185195923},{"id":"https://openalex.org/C66402592","wikidata":"https://www.wikidata.org/wiki/Q2271421","display_name":"Sentiment analysis","level":2,"score":0.42581671476364136},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.4105614721775055},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.36719295382499695},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.24869096279144287},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","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/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","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/C175444787","wikidata":"https://www.wikidata.org/wiki/Q39072","display_name":"Microeconomics","level":1,"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/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"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/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.0},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/s10844-018-0496-5","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10844-018-0496-5","pdf_url":null,"source":{"id":"https://openalex.org/S36033921","display_name":"Journal of Intelligent Information Systems","issn_l":"0925-9902","issn":["0925-9902","1573-7675"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Intelligent Information Systems","raw_type":"journal-article"},{"id":"pmh:oai:eprints.usq.edu.au:36140","is_oa":false,"landing_page_url":"http://eprints.usq.edu.au/36140/","pdf_url":null,"source":{"id":"https://openalex.org/S4306400692","display_name":"University of Southern Queensland ePrints (University of Southern Queensland)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I185523456","host_organization_name":"University of Southern Queensland","host_organization_lineage":["https://openalex.org/I185523456"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Article (Commonwealth Reporting Category C)"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/8","score":0.6399999856948853,"display_name":"Decent work and economic growth"}],"awards":[{"id":"https://openalex.org/G3427668003","display_name":null,"funder_award_id":"61602009","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4704689927","display_name":null,"funder_award_id":"61772034","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4880733987","display_name":null,"funder_award_id":"1608085MF145","funder_id":"https://openalex.org/F4320334897","funder_display_name":"Natural Science Foundation of Anhui Province"},{"id":"https://openalex.org/G7633484374","display_name":"\u57fa\u4e8e\u4f4d\u7f6e\u670d\u52a1\u7684\u5730\u7406\u793e\u4ea4\u7f51\u7edc\u6a21\u578b\u6784\u5efa\u53ca\u9690\u79c1\u4fdd\u62a4\u65b9\u6cd5\u7814\u7a76","funder_award_id":"61672039","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320334897","display_name":"Natural Science Foundation of Anhui Province","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":46,"referenced_works":["https://openalex.org/W39762900","https://openalex.org/W96341436","https://openalex.org/W1070791662","https://openalex.org/W1558994178","https://openalex.org/W1760548574","https://openalex.org/W1963771662","https://openalex.org/W1984901719","https://openalex.org/W1993897382","https://openalex.org/W1994389483","https://openalex.org/W1994470383","https://openalex.org/W2008961301","https://openalex.org/W2054141820","https://openalex.org/W2057763140","https://openalex.org/W2059903060","https://openalex.org/W2061212083","https://openalex.org/W2061873838","https://openalex.org/W2073474519","https://openalex.org/W2086095199","https://openalex.org/W2099970131","https://openalex.org/W2106477703","https://openalex.org/W2109876890","https://openalex.org/W2119825970","https://openalex.org/W2135598826","https://openalex.org/W2137245235","https://openalex.org/W2140942692","https://openalex.org/W2159155347","https://openalex.org/W2171960770","https://openalex.org/W2189574872","https://openalex.org/W2244405900","https://openalex.org/W2295995769","https://openalex.org/W2299130925","https://openalex.org/W2301363727","https://openalex.org/W2314598940","https://openalex.org/W2321971731","https://openalex.org/W2323427203","https://openalex.org/W2325108043","https://openalex.org/W2343271409","https://openalex.org/W2408821365","https://openalex.org/W2508935523","https://openalex.org/W2520828129","https://openalex.org/W2533934648","https://openalex.org/W2534175821","https://openalex.org/W2604966379","https://openalex.org/W4246853483","https://openalex.org/W6884869861","https://openalex.org/W7070499600"],"related_works":["https://openalex.org/W4251329182","https://openalex.org/W1599110641","https://openalex.org/W1549403601","https://openalex.org/W2497510784","https://openalex.org/W4252183363","https://openalex.org/W2787177576","https://openalex.org/W2078352417","https://openalex.org/W2418053903","https://openalex.org/W2098758514","https://openalex.org/W1575740715"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":8},{"year":2023,"cited_by_count":9},{"year":2022,"cited_by_count":14},{"year":2021,"cited_by_count":15},{"year":2020,"cited_by_count":8},{"year":2019,"cited_by_count":13},{"year":2018,"cited_by_count":2}],"updated_date":"2026-08-21T09:56:20.448147","created_date":"2025-10-10T00:00:00"}