{"id":"https://openalex.org/W2796708390","doi":"https://doi.org/10.1109/access.2018.2820025","title":"Multi-Strategy Sentiment Analysis of Consumer Reviews Based on Semantic Fuzziness","display_name":"Multi-Strategy Sentiment Analysis of Consumer Reviews Based on Semantic Fuzziness","publication_year":2018,"publication_date":"2018-01-01","ids":{"openalex":"https://openalex.org/W2796708390","doi":"https://doi.org/10.1109/access.2018.2820025","mag":"2796708390"},"language":"en","primary_location":{"id":"doi:10.1109/access.2018.2820025","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2018.2820025","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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 Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1109/access.2018.2820025","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5084950559","display_name":"Ying Fang","orcid":"https://orcid.org/0000-0002-2490-8502"},"institutions":[{"id":"https://openalex.org/I89381930","display_name":"Shangqiu Normal University","ror":"https://ror.org/008m8sh03","country_code":"CN","type":"education","lineage":["https://openalex.org/I89381930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ying Fang","raw_affiliation_strings":["Shangqiu Normal University, Shangqiu, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Shangqiu Normal University, Shangqiu, China","institution_ids":["https://openalex.org/I89381930"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102797519","display_name":"Hai Tan","orcid":"https://orcid.org/0000-0001-9557-1559"},"institutions":[{"id":"https://openalex.org/I4210119674","display_name":"East China University of Technology","ror":"https://ror.org/027385r44","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210119674"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hai Tan","raw_affiliation_strings":["East China University of Technology, NanChang, China"],"raw_orcid":"https://orcid.org/0000-0001-9557-1559","affiliations":[{"raw_affiliation_string":"East China University of Technology, NanChang, China","institution_ids":["https://openalex.org/I4210119674"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100400217","display_name":"Jun Zhang","orcid":"https://orcid.org/0000-0001-7835-9871"},"institutions":[{"id":"https://openalex.org/I4210119674","display_name":"East China University of Technology","ror":"https://ror.org/027385r44","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210119674"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jun Zhang","raw_affiliation_strings":["East China University of Technology, NanChang, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"East China University of Technology, NanChang, China","institution_ids":["https://openalex.org/I4210119674"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":8.3536,"has_fulltext":false,"cited_by_count":90,"citation_normalized_percentile":{"value":0.98027409,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":100},"biblio":{"volume":"6","issue":null,"first_page":"20625","last_page":"20631"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10664","display_name":"Sentiment Analysis and Opinion Mining","score":0.9998999834060669,"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":0.9998999834060669,"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":0.9969000220298767,"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/T10028","display_name":"Topic Modeling","score":0.9907000064849854,"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/sentiment-analysis","display_name":"Sentiment analysis","score":0.9496034383773804},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.827364444732666},{"id":"https://openalex.org/keywords/sentence","display_name":"Sentence","score":0.5892000794410706},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5255184173583984},{"id":"https://openalex.org/keywords/word","display_name":"Word (group theory)","score":0.49958205223083496},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.49084359407424927},{"id":"https://openalex.org/keywords/semantics","display_name":"Semantics (computer science)","score":0.45745575428009033},{"id":"https://openalex.org/keywords/the-internet","display_name":"The Internet","score":0.41737422347068787},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.3977597653865814},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.1500491201877594},{"id":"https://openalex.org/keywords/linguistics","display_name":"Linguistics","score":0.11208102107048035}],"concepts":[{"id":"https://openalex.org/C66402592","wikidata":"https://www.wikidata.org/wiki/Q2271421","display_name":"Sentiment analysis","level":2,"score":0.9496034383773804},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.827364444732666},{"id":"https://openalex.org/C2777530160","wikidata":"https://www.wikidata.org/wiki/Q41796","display_name":"Sentence","level":2,"score":0.5892000794410706},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5255184173583984},{"id":"https://openalex.org/C90805587","wikidata":"https://www.wikidata.org/wiki/Q10944557","display_name":"Word (group theory)","level":2,"score":0.49958205223083496},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.49084359407424927},{"id":"https://openalex.org/C184337299","wikidata":"https://www.wikidata.org/wiki/Q1437428","display_name":"Semantics (computer science)","level":2,"score":0.45745575428009033},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.41737422347068787},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.3977597653865814},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.1500491201877594},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.11208102107048035},{"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/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2018.2820025","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2018.2820025","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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 Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:724449759eee4ca0a2a970522260613d","is_oa":true,"landing_page_url":"https://doaj.org/article/724449759eee4ca0a2a970522260613d","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 6, Pp 20625-20631 (2018)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2018.2820025","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2018.2820025","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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 Access","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4","score":0.49000000953674316}],"awards":[{"id":"https://openalex.org/G3590033454","display_name":"\u57fa\u4e8e\u7ebf\u7a0b\u8c03\u5ea6\u7684\u901a\u7528\u56fe\u5f62\u5904\u7406\u5668\u6027\u80fd\u4f18\u5316\u65b9\u6cd5\u7814\u7a76","funder_award_id":"61662002","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3800510640","display_name":"\u9762\u5411\u5927\u6570\u636e\u8ba1\u7b97\u7684\u9ad8\u541e\u5410\u91cf\u4f17\u6838\u5904\u7406\u5668\u5173\u952e\u6280\u672f\u7814\u7a76","funder_award_id":"61462004","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/F4320337351","display_name":"National Cancer Institute","ror":"https://ror.org/040gcmg81"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":34,"referenced_works":["https://openalex.org/W1576520375","https://openalex.org/W1951269370","https://openalex.org/W2015525779","https://openalex.org/W2020854665","https://openalex.org/W2038721957","https://openalex.org/W2066590388","https://openalex.org/W2086042358","https://openalex.org/W2107474859","https://openalex.org/W2112422413","https://openalex.org/W2119281377","https://openalex.org/W2126854223","https://openalex.org/W2139465040","https://openalex.org/W2148506018","https://openalex.org/W2162095731","https://openalex.org/W2187642254","https://openalex.org/W2199803028","https://openalex.org/W2205871224","https://openalex.org/W2306941105","https://openalex.org/W2399573548","https://openalex.org/W2539747467","https://openalex.org/W2787893582","https://openalex.org/W2912565176","https://openalex.org/W2949998441","https://openalex.org/W3146306708","https://openalex.org/W4211007335","https://openalex.org/W4285719527","https://openalex.org/W6630521465","https://openalex.org/W6634442568","https://openalex.org/W6683765499","https://openalex.org/W6686794074","https://openalex.org/W6687724439","https://openalex.org/W6712656586","https://openalex.org/W6728700571","https://openalex.org/W6764146914"],"related_works":["https://openalex.org/W2548633793","https://openalex.org/W3013279174","https://openalex.org/W2941935829","https://openalex.org/W2596247554","https://openalex.org/W3132372214","https://openalex.org/W4224284088","https://openalex.org/W4286571989","https://openalex.org/W2765903680","https://openalex.org/W4317653575","https://openalex.org/W2754876402"],"abstract_inverted_index":{"Since":[0],"Internet":[1],"has":[2,26],"become":[3],"an":[4],"excellent":[5],"source":[6],"of":[7,12,55,61,74,86,121],"consumer":[8],"reviews,":[9],"the":[10,35,59,72,84,105],"area":[11],"sentiment":[13,17,24,51,66,97,113],"analysis":[14,40,98,114],"(also":[15],"called":[16],"extraction,":[18,22],"opinion":[19,21,85],"mining,":[20],"and":[23,46,49,53],"mining)":[25],"seen":[27],"a":[28,95,118],"large":[29],"increase":[30],"in":[31,65],"academic":[32],"interest":[33],"over":[34],"last":[36],"few":[37],"years.":[38],"Sentiment":[39],"mines":[41],"opinions":[42,60],"at":[43],"word,":[44],"sentence,":[45],"document":[47],"levels,":[48],"gives":[50],"polarities":[52],"strengths":[54],"articles.":[56],"As":[57],"known,":[58],"consumers":[62],"are":[63],"expressed":[64],"Chinese":[67,75],"phrases.":[68],"But":[69],"due":[70],"to":[71,103],"fuzziness":[73,102],"characters,":[76],"traditional":[77],"machine":[78],"learning":[79],"techniques":[80],"can":[81,116],"not":[82],"represent":[83],"articles":[87],"very":[88],"well.":[89],"In":[90],"this":[91,111],"paper,":[92],"we":[93],"propose":[94],"multi-strategy":[96],"method":[99,115],"with":[100],"semantic":[101],"solve":[104],"problem.":[106],"The":[107],"results":[108],"show":[109],"that":[110],"hybrid":[112],"achieve":[117],"good":[119],"level":[120],"effectiveness.":[122]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":8},{"year":2024,"cited_by_count":7},{"year":2023,"cited_by_count":8},{"year":2022,"cited_by_count":15},{"year":2021,"cited_by_count":24},{"year":2020,"cited_by_count":13},{"year":2019,"cited_by_count":11},{"year":2018,"cited_by_count":3}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}