{"id":"https://openalex.org/W3208108183","doi":"https://doi.org/10.1155/2021/6252425","title":"Evolution and Quality Analysis Algorithm of Consumer Online Reviews Based on Data Fusion and Multiobjective Optimization","display_name":"Evolution and Quality Analysis Algorithm of Consumer Online Reviews Based on Data Fusion and Multiobjective Optimization","publication_year":2021,"publication_date":"2021-01-01","ids":{"openalex":"https://openalex.org/W3208108183","doi":"https://doi.org/10.1155/2021/6252425","mag":"3208108183"},"language":"en","primary_location":{"id":"doi:10.1155/2021/6252425","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2021/6252425","pdf_url":"https://downloads.hindawi.com/journals/js/2021/6252425.pdf","source":{"id":"https://openalex.org/S96783963","display_name":"Journal of Sensors","issn_l":"1687-725X","issn":["1687-725X","1687-7268"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869"],"host_organization_lineage_names":["Hindawi Publishing Corporation"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Sensors","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://downloads.hindawi.com/journals/js/2021/6252425.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5101812926","display_name":"Wang Hu","orcid":"https://orcid.org/0000-0003-3785-5689"},"institutions":[{"id":"https://openalex.org/I196699116","display_name":"Wuhan University of Technology","ror":"https://ror.org/03fe7t173","country_code":"CN","type":"education","lineage":["https://openalex.org/I196699116"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hu Wang","raw_affiliation_strings":["School of Management, Wuhan University of Technology, Wuhan, 430070 Hubei, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Management, Wuhan University of Technology, Wuhan, 430070 Hubei, China","institution_ids":["https://openalex.org/I196699116"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5063572771","display_name":"Tianbao Liang","orcid":"https://orcid.org/0000-0002-6958-2796"},"institutions":[{"id":"https://openalex.org/I196699116","display_name":"Wuhan University of Technology","ror":"https://ror.org/03fe7t173","country_code":"CN","type":"education","lineage":["https://openalex.org/I196699116"]},{"id":"https://openalex.org/I94357780","display_name":"Zhongkai University of Agriculture and Engineering","ror":"https://ror.org/000b7ms85","country_code":"CN","type":"education","lineage":["https://openalex.org/I94357780"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Tianbao Liang","raw_affiliation_strings":["School of Management, Wuhan University of Technology, Wuhan, 430070 Hubei, China","School of Management, Zhongkai University of Agriculture and Engineering, Guangzhou, 510225 Guangdong, China"],"raw_orcid":"https://orcid.org/0000-0002-6958-2796","affiliations":[{"raw_affiliation_string":"School of Management, Wuhan University of Technology, Wuhan, 430070 Hubei, China","institution_ids":["https://openalex.org/I196699116"]},{"raw_affiliation_string":"School of Management, Zhongkai University of Agriculture and Engineering, Guangzhou, 510225 Guangdong, China","institution_ids":["https://openalex.org/I94357780"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5103006870","display_name":"Yanxia Cheng","orcid":"https://orcid.org/0000-0002-7226-3921"},"institutions":[{"id":"https://openalex.org/I196699116","display_name":"Wuhan University of Technology","ror":"https://ror.org/03fe7t173","country_code":"CN","type":"education","lineage":["https://openalex.org/I196699116"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yanxia Cheng","raw_affiliation_strings":["School of Management, Wuhan University of Technology, Wuhan, 430070 Hubei, China"],"raw_orcid":"https://orcid.org/0000-0002-7226-3921","affiliations":[{"raw_affiliation_string":"School of Management, Wuhan University of Technology, Wuhan, 430070 Hubei, China","institution_ids":["https://openalex.org/I196699116"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5063572771"],"corresponding_institution_ids":["https://openalex.org/I196699116","https://openalex.org/I94357780"],"apc_list":{"value":2100,"currency":"USD","value_usd":2100},"apc_paid":{"value":2100,"currency":"USD","value_usd":2100},"fwci":0.2402,"has_fulltext":true,"cited_by_count":2,"citation_normalized_percentile":{"value":0.57730134,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":95},"biblio":{"volume":"2021","issue":"1","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T14139","display_name":"E-commerce and Technology Innovations","score":0.9900000095367432,"subfield":{"id":"https://openalex.org/subfields/1403","display_name":"Business and International Management"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T14139","display_name":"E-commerce and Technology Innovations","score":0.9900000095367432,"subfield":{"id":"https://openalex.org/subfields/1403","display_name":"Business and International Management"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6465144753456116},{"id":"https://openalex.org/keywords/quality","display_name":"Quality (philosophy)","score":0.5916552543640137},{"id":"https://openalex.org/keywords/function","display_name":"Function (biology)","score":0.5206212997436523},{"id":"https://openalex.org/keywords/scale","display_name":"Scale (ratio)","score":0.5116022229194641},{"id":"https://openalex.org/keywords/the-internet","display_name":"The Internet","score":0.45009878277778625},{"id":"https://openalex.org/keywords/basis","display_name":"Basis (linear algebra)","score":0.4463822841644287},{"id":"https://openalex.org/keywords/online-algorithm","display_name":"Online algorithm","score":0.44333139061927795},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.4418167173862457},{"id":"https://openalex.org/keywords/e-commerce","display_name":"E-commerce","score":0.4234650135040283},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.36885806918144226},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1300307810306549},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.10711643099784851}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6465144753456116},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.5916552543640137},{"id":"https://openalex.org/C14036430","wikidata":"https://www.wikidata.org/wiki/Q3736076","display_name":"Function (biology)","level":2,"score":0.5206212997436523},{"id":"https://openalex.org/C2778755073","wikidata":"https://www.wikidata.org/wiki/Q10858537","display_name":"Scale (ratio)","level":2,"score":0.5116022229194641},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.45009878277778625},{"id":"https://openalex.org/C12426560","wikidata":"https://www.wikidata.org/wiki/Q189569","display_name":"Basis (linear algebra)","level":2,"score":0.4463822841644287},{"id":"https://openalex.org/C196921405","wikidata":"https://www.wikidata.org/wiki/Q786431","display_name":"Online algorithm","level":2,"score":0.44333139061927795},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.4418167173862457},{"id":"https://openalex.org/C78597825","wikidata":"https://www.wikidata.org/wiki/Q484847","display_name":"E-commerce","level":2,"score":0.4234650135040283},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.36885806918144226},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1300307810306549},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.10711643099784851},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","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/C78458016","wikidata":"https://www.wikidata.org/wiki/Q840400","display_name":"Evolutionary biology","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","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}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1155/2021/6252425","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2021/6252425","pdf_url":"https://downloads.hindawi.com/journals/js/2021/6252425.pdf","source":{"id":"https://openalex.org/S96783963","display_name":"Journal of Sensors","issn_l":"1687-725X","issn":["1687-725X","1687-7268"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869"],"host_organization_lineage_names":["Hindawi Publishing Corporation"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Sensors","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:49edd65b54f74ba093d2e32d02b30903","is_oa":true,"landing_page_url":"https://doaj.org/article/49edd65b54f74ba093d2e32d02b30903","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":"Journal of Sensors, Vol 2021 (2021)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1155/2021/6252425","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2021/6252425","pdf_url":"https://downloads.hindawi.com/journals/js/2021/6252425.pdf","source":{"id":"https://openalex.org/S96783963","display_name":"Journal of Sensors","issn_l":"1687-725X","issn":["1687-725X","1687-7268"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869"],"host_organization_lineage_names":["Hindawi Publishing Corporation"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Sensors","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1828760513","display_name":null,"funder_award_id":"16BGL089","funder_id":"https://openalex.org/F4320335869","funder_display_name":"National Social Science Fund of China"}],"funders":[{"id":"https://openalex.org/F4320335869","display_name":"National Social Science Fund of China","ror":null}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3208108183.pdf","grobid_xml":"https://content.openalex.org/works/W3208108183.grobid-xml"},"referenced_works_count":26,"referenced_works":["https://openalex.org/W957366348","https://openalex.org/W1603079999","https://openalex.org/W2192922646","https://openalex.org/W2306023980","https://openalex.org/W2439538439","https://openalex.org/W2511484009","https://openalex.org/W2522660018","https://openalex.org/W2608649814","https://openalex.org/W2890355388","https://openalex.org/W2952843727","https://openalex.org/W2969664020","https://openalex.org/W2971295177","https://openalex.org/W2979116496","https://openalex.org/W3001038584","https://openalex.org/W3024367745","https://openalex.org/W3027737244","https://openalex.org/W3098678458","https://openalex.org/W3127906832","https://openalex.org/W3132876194","https://openalex.org/W3140007548","https://openalex.org/W3159134553","https://openalex.org/W3160659651","https://openalex.org/W3163878583","https://openalex.org/W3166866321","https://openalex.org/W3184002493","https://openalex.org/W4210390507"],"related_works":["https://openalex.org/W2065457896","https://openalex.org/W3173234801","https://openalex.org/W2167984027","https://openalex.org/W3021302227","https://openalex.org/W10630519","https://openalex.org/W1919377569","https://openalex.org/W3144288563","https://openalex.org/W3123907821","https://openalex.org/W2392320810","https://openalex.org/W2382319620"],"abstract_inverted_index":{"With":[0],"the":[1,9,20,36,54,73,78,93,101,105,122,130,136,147,157,170,182,188,215,222,242,249,257,274],"rise":[2],"of":[3,22,40,107,110,124,128,135,146,163,172,187,276],"network":[4],"strategies,":[5],"various":[6],"businesses":[7],"using":[8],"Internet":[10],"as":[11,208],"a":[12,28,108,160,265],"platform":[13,106],"have":[14,165],"been":[15],"vigorously":[16],"developed,":[17],"among":[18],"which":[19,213,229],"scale":[21],"e\u2010commerce":[23],"transactions":[24],"has":[25,262],"increased":[26],"on":[27,104,118,121],"large":[29],"scale.":[30],"In":[31],"order":[32],"to":[33,69,232],"deeply":[34],"explore":[35],"role":[37,255],"and":[38,43,56,65,76,91,184,194,204,210,217,220,227,280],"advantages":[39],"data":[41,278],"fusion":[42,279],"multiobjective":[44,281],"optimization":[45,282],"technology":[46],"in":[47,191,202,256],"consumer":[48,270],"online":[49,96,125,148,271],"reviews,":[50],"this":[51,119,178,192],"paper":[52],"uses":[53],"new":[55],"old":[57],"evaluation":[58],"model":[59,87],"comparison":[60],"method,":[61,64],"algorithm":[62,86,189,250,268],"design":[63],"multiobject":[66],"research":[67,120],"method":[68],"collect":[70],"samples,":[71],"analyze":[72],"technical":[74],"model,":[75],"streamline":[77],"algorithm.":[79,244],"And":[80],"it":[81,235],"will":[82],"create":[83],"an":[84,253],"analysis":[85,186],"that":[88,133,144,198,248],"can":[89,196],"improve":[90],"optimize":[92],"consumer\u2019s":[94],"current":[95],"reviews.":[97],"First,":[98],"we":[99,195],"choose":[100],"electricity":[102],"supplier":[103],"total":[109],"four":[111],"mobile":[112],"phones":[113],"grabbed":[114],"32,145":[115],"comments.":[116,168],"Based":[117],"number":[123,162],"comment":[126],"fields":[127],"consumers,":[129],"results":[131],"show":[132],"78%":[134],"comments":[137,149],"are":[138,153],"less":[139,239],"than":[140,241],"55":[141],"words,":[142],"indicating":[143],"most":[145],"left":[150,166],"by":[151],"consumers":[152,164],"short":[154],"comments;":[155],"at":[156,218],"same":[158],"time,":[159],"small":[161],"detailed":[167],"Description,":[169],"longest":[171],"is":[173,200,214,225,230,236],"reached":[174],"612":[175],"words.":[176],"On":[177],"basis,":[179],"further":[180,246],"study":[181],"efficiency":[183],"function":[185],"proposed":[190],"paper,":[193],"see":[197],"DCDG\u2010MOMA":[199],"used":[201,224],"14\u20107":[203],"28\u20107":[205],"use":[206],"cases":[207],"1":[209],"2,":[211],"respectively,":[212],"least,":[216],"40\u20107":[219],"50\u20107,":[221],"time":[223,240],"15":[226],"20":[228],"close":[231],"PBI,":[233],"but":[234],"also":[237],"much":[238],"MOMAD":[243],"This":[245],"shows":[247],"really":[251],"plays":[252],"effective":[254],"actual":[258],"decision\u2010making":[259],"process.":[260],"It":[261],"basically":[263],"realized":[264],"more":[266],"efficient":[267],"for":[269],"reviews":[272],"under":[273],"background":[275],"applying":[277],"technology.":[283]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2023,"cited_by_count":1}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}