{"id":"https://openalex.org/W2005382206","doi":"https://doi.org/10.1016/j.eswa.2007.05.042","title":"Constructing and applying an improved fuzzy time series model: Taking the tourism industry for example","display_name":"Constructing and applying an improved fuzzy time series model: Taking the tourism industry for example","publication_year":2007,"publication_date":"2007-05-19","ids":{"openalex":"https://openalex.org/W2005382206","doi":"https://doi.org/10.1016/j.eswa.2007.05.042","mag":"2005382206"},"language":"en","primary_location":{"id":"doi:10.1016/j.eswa.2007.05.042","doi":"https://doi.org/10.1016/j.eswa.2007.05.042","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.eswa.2007.05.042","pdf_url":null,"source":{"id":"https://openalex.org/S13144211","display_name":"Expert Systems with Applications","issn_l":"0957-4174","issn":["0957-4174","1873-6793"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-class-a","anvur-scientific","ccf-c","cwts-core","dongbi-c","doyens","fnege-3","jufo-2","ki-jl-2","norway-2","poland-200","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Expert Systems with Applications","raw_type":"journal-article"},"volume":null,"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":null,"display_name":"C WANG","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I145935303","display_name":"Ling Tung University","ror":"https://ror.org/03vcw8k58","country_code":"TW","type":"education","lineage":["https://openalex.org/I145935303"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"C WANG","raw_affiliation_strings":["Department of International Business, Ling Tung University, 1 Ling Tung Road, Nantun, Taichung 40852, Taiwan, ROC","Department of International Business, Ling Tung University, 1 Ling Tung Road, Nantun, Taichung 40852, Taiwan, ROC#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of International Business, Ling Tung University, 1 Ling Tung Road, Nantun, Taichung 40852, Taiwan, ROC","institution_ids":["https://openalex.org/I145935303"]},{"raw_affiliation_string":"Department of International Business, Ling Tung University, 1 Ling Tung Road, Nantun, Taichung 40852, Taiwan, ROC#TAB#","institution_ids":["https://openalex.org/I145935303"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5110214800","display_name":"Li\u2010Chang Hsu","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I145935303","display_name":"Ling Tung University","ror":"https://ror.org/03vcw8k58","country_code":"TW","type":"education","lineage":["https://openalex.org/I145935303"]}],"countries":["TW"],"is_corresponding":true,"raw_author_name":"L HSU","raw_affiliation_strings":["Department of Finance, Ling Tung University, 1 Ling Tung Road, Nantun, Taichung 40852, Taiwan, ROC","Department of Finance, Ling Tung University, 1 Ling Tung Road, Nantun, Taichung 40852, Taiwan, ROC#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Finance, Ling Tung University, 1 Ling Tung Road, Nantun, Taichung 40852, Taiwan, ROC","institution_ids":["https://openalex.org/I145935303"]},{"raw_affiliation_string":"Department of Finance, Ling Tung University, 1 Ling Tung Road, Nantun, Taichung 40852, Taiwan, ROC#TAB#","institution_ids":["https://openalex.org/I145935303"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5110214800"],"corresponding_institution_ids":["https://openalex.org/I145935303"],"apc_list":{"value":3500,"currency":"USD","value_usd":3500},"apc_paid":null,"fwci":3.8275,"has_fulltext":false,"cited_by_count":69,"citation_normalized_percentile":{"value":0.92223213,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":93,"max":98},"biblio":{"volume":"34","issue":"4","first_page":"2732","last_page":"2738"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11918","display_name":"Forecasting Techniques and Applications","score":0.9883000254631042,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T11918","display_name":"Forecasting Techniques and Applications","score":0.9883000254631042,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T12368","display_name":"Grey System Theory Applications","score":0.004800000227987766,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T12135","display_name":"Fuzzy Systems and Optimization","score":0.003100000089034438,"subfield":{"id":"https://openalex.org/subfields/2613","display_name":"Statistics and Probability"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/fuzzy-time-series","display_name":"fuzzy time series","score":0.9039999842643738},{"id":"https://openalex.org/keywords/short-term-forecasting","display_name":"short-term forecasting","score":0.8050000071525574},{"id":"https://openalex.org/keywords/tourism-forecasting","display_name":"tourism forecasting","score":0.8700000047683716},{"id":"https://openalex.org/keywords/forecasting-performance-comparison","display_name":"forecast performance comparison","score":0.5640000104904175}],"concepts":[{"id":"https://openalex.org/C143724316","wikidata":"https://www.wikidata.org/wiki/Q312468","display_name":"Series (stratigraphy)","level":2,"score":0.7137212753295898},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.6954507827758789},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6291291117668152},{"id":"https://openalex.org/C151406439","wikidata":"https://www.wikidata.org/wiki/Q186588","display_name":"Time series","level":2,"score":0.6041115522384644},{"id":"https://openalex.org/C61797465","wikidata":"https://www.wikidata.org/wiki/Q1188986","display_name":"Term (time)","level":2,"score":0.4861685633659363},{"id":"https://openalex.org/C173801870","wikidata":"https://www.wikidata.org/wiki/Q201413","display_name":"Heuristic","level":2,"score":0.478153795003891},{"id":"https://openalex.org/C139945424","wikidata":"https://www.wikidata.org/wiki/Q1940696","display_name":"Mean squared error","level":2,"score":0.4779106080532074},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4481399357318878},{"id":"https://openalex.org/C198531522","wikidata":"https://www.wikidata.org/wiki/Q485146","display_name":"Sample (material)","level":2,"score":0.4152982831001282},{"id":"https://openalex.org/C149782125","wikidata":"https://www.wikidata.org/wiki/Q160039","display_name":"Econometrics","level":1,"score":0.40904006361961365},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.3939240574836731},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.29572564363479614},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.24413380026817322},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2440023422241211},{"id":"https://openalex.org/C43617362","wikidata":"https://www.wikidata.org/wiki/Q170050","display_name":"Chromatography","level":1,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1016/j.eswa.2007.05.042","doi":"https://doi.org/10.1016/j.eswa.2007.05.042","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.eswa.2007.05.042","pdf_url":null,"source":{"id":"https://openalex.org/S13144211","display_name":"Expert Systems with Applications","issn_l":"0957-4174","issn":["0957-4174","1873-6793"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-class-a","anvur-scientific","ccf-c","cwts-core","dongbi-c","doyens","fnege-3","jufo-2","ki-jl-2","norway-2","poland-200","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Expert Systems with Applications","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"sustainable_development_goals_aurora":[{"display_name":"Decent work and economic growth","id":"https://metadata.un.org/sdg/8","score":0.6600000262260437}],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":17,"referenced_works":["https://openalex.org/W1967495926","https://openalex.org/W1971869067","https://openalex.org/W1991317100","https://openalex.org/W1992096620","https://openalex.org/W2000507891","https://openalex.org/W2010134746","https://openalex.org/W2017954768","https://openalex.org/W2041723679","https://openalex.org/W2067836327","https://openalex.org/W2074153186","https://openalex.org/W2130519559","https://openalex.org/W2131453387","https://openalex.org/W2137525015","https://openalex.org/W2149320615","https://openalex.org/W2168577773","https://openalex.org/W2764769393","https://openalex.org/W2912565176"],"related_works":["https://openalex.org/W2001196400","https://openalex.org/W2054326578","https://openalex.org/W7137541668","https://openalex.org/W2153291261","https://openalex.org/W2067043306","https://openalex.org/W2799705564","https://openalex.org/W2046691352","https://openalex.org/W2036352467","https://openalex.org/W2795295923","https://openalex.org/W6960277655"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":5},{"year":2021,"cited_by_count":5},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":5},{"year":2018,"cited_by_count":3},{"year":2017,"cited_by_count":3},{"year":2016,"cited_by_count":2},{"year":2015,"cited_by_count":5},{"year":2014,"cited_by_count":6},{"year":2013,"cited_by_count":4},{"year":2012,"cited_by_count":5}],"updated_date":"2026-09-27T08:07:27.782135","created_date":"2016-06-24T00:00:00"}