{"id":"https://openalex.org/W2128764405","doi":"https://doi.org/10.1109/tits.2013.2291241","title":"Web-Based Traffic Sentiment Analysis: Methods and Applications","display_name":"Web-Based Traffic Sentiment Analysis: Methods and Applications","publication_year":2014,"publication_date":"2014-01-31","ids":{"openalex":"https://openalex.org/W2128764405","doi":"https://doi.org/10.1109/tits.2013.2291241","mag":"2128764405"},"language":"en","primary_location":{"id":"doi:10.1109/tits.2013.2291241","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tits.2013.2291241","pdf_url":null,"source":{"id":"https://openalex.org/S144771191","display_name":"IEEE Transactions on Intelligent Transportation Systems","issn_l":"1524-9050","issn":["1524-9050","1558-0016"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Intelligent Transportation 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/A5101473586","display_name":"Cao Jianping","orcid":"https://orcid.org/0000-0002-4940-1660"},"institutions":[{"id":"https://openalex.org/I170215575","display_name":"National University of Defense Technology","ror":"https://ror.org/05d2yfz11","country_code":"CN","type":"education","lineage":["https://openalex.org/I170215575"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Jianping Cao","raw_affiliation_strings":["National University of Defense Technology, Changsha, China","National University of Defense, Technology, ChangSha, China#TAB#"],"affiliations":[{"raw_affiliation_string":"National University of Defense Technology, Changsha, China","institution_ids":["https://openalex.org/I170215575"]},{"raw_affiliation_string":"National University of Defense, Technology, ChangSha, China#TAB#","institution_ids":["https://openalex.org/I170215575"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064162953","display_name":"Ke Zeng","orcid":"https://orcid.org/0000-0002-3212-8311"},"institutions":[{"id":"https://openalex.org/I87445476","display_name":"Xi'an Jiaotong University","ror":"https://ror.org/017zhmm22","country_code":"CN","type":"education","lineage":["https://openalex.org/I87445476"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ke Zeng","raw_affiliation_strings":["School of Electronic and Information Engineering, Xi'an Jiaotong University, Xi'an, China","Sch. of Electron. & Inf. Eng., Xi'an JiaoTong Univ., Xi'an, China"],"affiliations":[{"raw_affiliation_string":"School of Electronic and Information Engineering, Xi'an Jiaotong University, Xi'an, China","institution_ids":["https://openalex.org/I87445476"]},{"raw_affiliation_string":"Sch. of Electron. & Inf. Eng., Xi'an JiaoTong Univ., Xi'an, China","institution_ids":["https://openalex.org/I87445476"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100460917","display_name":"Hui Wang","orcid":"https://orcid.org/0000-0003-2633-6015"},"institutions":[{"id":"https://openalex.org/I170215575","display_name":"National University of Defense Technology","ror":"https://ror.org/05d2yfz11","country_code":"CN","type":"education","lineage":["https://openalex.org/I170215575"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hui Wang","raw_affiliation_strings":["National University of Defense Technology, Changsha, China","National University of Defense, Technology, ChangSha, China#TAB#"],"affiliations":[{"raw_affiliation_string":"National University of Defense Technology, Changsha, China","institution_ids":["https://openalex.org/I170215575"]},{"raw_affiliation_string":"National University of Defense, Technology, ChangSha, China#TAB#","institution_ids":["https://openalex.org/I170215575"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014576239","display_name":"Jiajun Cheng","orcid":"https://orcid.org/0000-0002-6995-430X"},"institutions":[{"id":"https://openalex.org/I170215575","display_name":"National University of Defense Technology","ror":"https://ror.org/05d2yfz11","country_code":"CN","type":"education","lineage":["https://openalex.org/I170215575"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiajun Cheng","raw_affiliation_strings":["National University of Defense Technology, Changsha, China","National University of Defense, Technology, ChangSha, China#TAB#"],"affiliations":[{"raw_affiliation_string":"National University of Defense Technology, Changsha, China","institution_ids":["https://openalex.org/I170215575"]},{"raw_affiliation_string":"National University of Defense, Technology, ChangSha, China#TAB#","institution_ids":["https://openalex.org/I170215575"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5079637874","display_name":"Fengcai Qiao","orcid":"https://orcid.org/0000-0003-2947-3074"},"institutions":[{"id":"https://openalex.org/I170215575","display_name":"National University of Defense Technology","ror":"https://ror.org/05d2yfz11","country_code":"CN","type":"education","lineage":["https://openalex.org/I170215575"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Fengcai Qiao","raw_affiliation_strings":["National University of Defense Technology, Changsha, China","National University of Defense, Technology, ChangSha, China#TAB#"],"affiliations":[{"raw_affiliation_string":"National University of Defense Technology, Changsha, China","institution_ids":["https://openalex.org/I170215575"]},{"raw_affiliation_string":"National University of Defense, Technology, ChangSha, China#TAB#","institution_ids":["https://openalex.org/I170215575"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075695110","display_name":"Wen Ding","orcid":"https://orcid.org/0000-0001-5476-5218"},"institutions":[{"id":"https://openalex.org/I170215575","display_name":"National University of Defense Technology","ror":"https://ror.org/05d2yfz11","country_code":"CN","type":"education","lineage":["https://openalex.org/I170215575"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ding Wen","raw_affiliation_strings":["National University of Defense Technology, Changsha, China","National University of Defense, Technology, ChangSha, China#TAB#"],"affiliations":[{"raw_affiliation_string":"National University of Defense Technology, Changsha, China","institution_ids":["https://openalex.org/I170215575"]},{"raw_affiliation_string":"National University of Defense, Technology, ChangSha, China#TAB#","institution_ids":["https://openalex.org/I170215575"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5086276614","display_name":"Yanqing Gao","orcid":"https://orcid.org/0000-0002-0989-0631"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"funder","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210094879","display_name":"Shandong Institute of Automation","ror":"https://ror.org/00qdtba35","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210094879","https://openalex.org/I4210142748"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yanqing Gao","raw_affiliation_strings":["State Key Laboratory of Intelligent Control and Management for Complex Systems, Institute of Automation, Chinese Academy of Sciences, Beijing, China","State Key Lab. of Intell. Control & Manage. for Complex Syst., Inst. of Autom., Beijing, China"],"affiliations":[{"raw_affiliation_string":"State Key Laboratory of Intelligent Control and Management for Complex Systems, Institute of Automation, Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I4210094879","https://openalex.org/I19820366"]},{"raw_affiliation_string":"State Key Lab. of Intell. Control & Manage. for Complex Syst., Inst. of Autom., Beijing, China","institution_ids":["https://openalex.org/I4210094879"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5101473586"],"corresponding_institution_ids":["https://openalex.org/I170215575"],"apc_list":null,"apc_paid":null,"fwci":10.2252,"has_fulltext":false,"cited_by_count":88,"citation_normalized_percentile":{"value":0.9827386,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":100},"biblio":{"volume":"15","issue":"2","first_page":"844","last_page":"853"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10664","display_name":"Sentiment Analysis and Opinion Mining","score":0.9987999796867371,"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"}},"topics":[{"id":"https://openalex.org/T10664","display_name":"Sentiment Analysis and Opinion Mining","score":0.9987999796867371,"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"}},{"id":"https://openalex.org/T13083","display_name":"Advanced Text Analysis Techniques","score":0.9933000206947327,"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"}},{"id":"https://openalex.org/T11550","display_name":"Text and Document Classification Technologies","score":0.9886999726295471,"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":0.7215316891670227},{"id":"https://openalex.org/keywords/sentiment-analysis","display_name":"Sentiment analysis","score":0.6829657554626465},{"id":"https://openalex.org/keywords/intelligent-transportation-system","display_name":"Intelligent transportation system","score":0.6170275211334229},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5901404023170471},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.5863787531852722},{"id":"https://openalex.org/keywords/web-application","display_name":"Web application","score":0.5156963467597961},{"id":"https://openalex.org/keywords/social-media","display_name":"Social media","score":0.45964622497558594},{"id":"https://openalex.org/keywords/web-traffic","display_name":"Web traffic","score":0.4368402361869812},{"id":"https://openalex.org/keywords/the-internet","display_name":"The Internet","score":0.383058100938797},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.3499847650527954},{"id":"https://openalex.org/keywords/transport-engineering","display_name":"Transport engineering","score":0.30859053134918213},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.26068031787872314},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.2581626772880554},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.21096676588058472}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7215316891670227},{"id":"https://openalex.org/C66402592","wikidata":"https://www.wikidata.org/wiki/Q2271421","display_name":"Sentiment analysis","level":2,"score":0.6829657554626465},{"id":"https://openalex.org/C47796450","wikidata":"https://www.wikidata.org/wiki/Q508378","display_name":"Intelligent transportation system","level":2,"score":0.6170275211334229},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5901404023170471},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.5863787531852722},{"id":"https://openalex.org/C118643609","wikidata":"https://www.wikidata.org/wiki/Q189210","display_name":"Web application","level":2,"score":0.5156963467597961},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.45964622497558594},{"id":"https://openalex.org/C2777672014","wikidata":"https://www.wikidata.org/wiki/Q1172573","display_name":"Web traffic","level":3,"score":0.4368402361869812},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.383058100938797},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3499847650527954},{"id":"https://openalex.org/C22212356","wikidata":"https://www.wikidata.org/wiki/Q775325","display_name":"Transport engineering","level":1,"score":0.30859053134918213},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.26068031787872314},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.2581626772880554},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.21096676588058472},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","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},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tits.2013.2291241","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tits.2013.2291241","pdf_url":null,"source":{"id":"https://openalex.org/S144771191","display_name":"IEEE Transactions on Intelligent Transportation Systems","issn_l":"1524-9050","issn":["1524-9050","1558-0016"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Intelligent Transportation Systems","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/11","score":0.41999998688697815,"display_name":"Sustainable cities and communities"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":48,"referenced_works":["https://openalex.org/W159417085","https://openalex.org/W1517358775","https://openalex.org/W1932345741","https://openalex.org/W1951269370","https://openalex.org/W2011450768","https://openalex.org/W2031582789","https://openalex.org/W2063101309","https://openalex.org/W2085582472","https://openalex.org/W2088622183","https://openalex.org/W2089173648","https://openalex.org/W2097726431","https://openalex.org/W2098136027","https://openalex.org/W2112422413","https://openalex.org/W2115023510","https://openalex.org/W2115553938","https://openalex.org/W2116343275","https://openalex.org/W2117261786","https://openalex.org/W2126053020","https://openalex.org/W2133341045","https://openalex.org/W2136140395","https://openalex.org/W2140256872","https://openalex.org/W2141631351","https://openalex.org/W2148506018","https://openalex.org/W2150956310","https://openalex.org/W2158003279","https://openalex.org/W2160685804","https://openalex.org/W2163459014","https://openalex.org/W2166706824","https://openalex.org/W2199803028","https://openalex.org/W2399056987","https://openalex.org/W2399573548","https://openalex.org/W2472761872","https://openalex.org/W2949998441","https://openalex.org/W3146306708","https://openalex.org/W4205184193","https://openalex.org/W4231467394","https://openalex.org/W4248506559","https://openalex.org/W4250860020","https://openalex.org/W6606498108","https://openalex.org/W6640624132","https://openalex.org/W6677439797","https://openalex.org/W6677674009","https://openalex.org/W6680877188","https://openalex.org/W6682217729","https://openalex.org/W6712517320","https://openalex.org/W6712656586","https://openalex.org/W6720562981","https://openalex.org/W6764146914"],"related_works":["https://openalex.org/W2252197266","https://openalex.org/W4205350312","https://openalex.org/W4285325796","https://openalex.org/W2393484506","https://openalex.org/W3148756070","https://openalex.org/W2184300592","https://openalex.org/W3049681097","https://openalex.org/W4213213868","https://openalex.org/W2785614396","https://openalex.org/W4281698752"],"abstract_inverted_index":{"With":[0],"the":[1,21,29,45,77,95,111,115,125,130,143],"booming":[2],"of":[3,23,32,38,81,127,145],"social":[4],"media,":[5],"sentiment":[6,47],"analysis":[7,48],"has":[8],"developed":[9],"rapidly":[10],"in":[11,69,73,137],"recent":[12],"years.":[13],"However,":[14],"only":[15],"a":[16,51,60],"few":[17],"studies":[18],"focused":[19],"on":[20,89],"field":[22],"transportation,":[24],"which":[25,58],"failed":[26],"to":[27,54,98,123],"meet":[28],"stringent":[30],"requirements":[31],"safety,":[33],"efficiency,":[34],"and":[35,67,76,79,83,113,134,147],"information":[36],"exchange":[37],"intelligent":[39],"transportation":[40],"systems":[41],"(ITSs).":[42],"We":[43],"propose":[44],"traffic":[46],"(TSA)":[49],"as":[50],"new":[52,61],"tool":[53],"tackle":[55],"this":[56,74],"problem,":[57],"provides":[59],"prospective":[62],"for":[63],"modern":[64],"ITSs.":[65],"Methods":[66],"models":[68],"TSA":[70,146],"are":[71,86],"proposed":[72],"paper,":[75],"advantages":[78],"disadvantages":[80],"rule-":[82],"learning-based":[84],"approaches":[85],"analyzed":[87],"based":[88],"web":[90],"data.":[91],"Practically,":[92],"we":[93],"applied":[94],"rule-based":[96],"approach":[97],"deal":[99],"with":[100],"real":[101],"problems,":[102],"presented":[103],"an":[104],"architectural":[105],"design,":[106],"constructed":[107],"related":[108],"bases,":[109],"demonstrated":[110],"process,":[112],"discussed":[114],"online":[116],"data":[117],"collection.":[118],"Two":[119],"cases":[120],"were":[121],"studied":[122],"demonstrate":[124],"efficiency":[126],"our":[128],"method:":[129],"\u201cyellow":[131],"light":[132],"rule\u201d":[133],"\u201cfuel":[135],"price\u201d":[136],"China.":[138],"Our":[139],"work":[140],"will":[141],"help":[142],"development":[144],"its":[148],"applications.":[149]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":6},{"year":2023,"cited_by_count":5},{"year":2022,"cited_by_count":9},{"year":2021,"cited_by_count":7},{"year":2020,"cited_by_count":11},{"year":2019,"cited_by_count":7},{"year":2018,"cited_by_count":15},{"year":2017,"cited_by_count":9},{"year":2016,"cited_by_count":10},{"year":2015,"cited_by_count":4},{"year":2014,"cited_by_count":2},{"year":2013,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}