{"id":"https://openalex.org/W4384071138","doi":"https://doi.org/10.1108/k-12-2022-1721","title":"Seize market opportunities: market segmentation, profile and\u00a0monitoring through user-generated content","display_name":"Seize market opportunities: market segmentation, profile and\u00a0monitoring through user-generated content","publication_year":2023,"publication_date":"2023-07-12","ids":{"openalex":"https://openalex.org/W4384071138","doi":"https://doi.org/10.1108/k-12-2022-1721"},"language":"en","primary_location":{"id":"doi:10.1108/k-12-2022-1721","is_oa":false,"landing_page_url":"https://doi.org/10.1108/k-12-2022-1721","pdf_url":null,"source":{"id":"https://openalex.org/S168682784","display_name":"Kybernetes","issn_l":"0368-492X","issn":["0368-492X","1758-7883"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319811","host_organization_name":"Emerald Publishing Limited","host_organization_lineage":["https://openalex.org/P4310319811"],"host_organization_lineage_names":["Emerald Publishing Limited"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Kybernetes","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/A5038604729","display_name":"Jiang Xiao-yan","orcid":"https://orcid.org/0000-0002-5877-7256"},"institutions":[{"id":"https://openalex.org/I116953780","display_name":"Tongji University","ror":"https://ror.org/03rc6as71","country_code":"CN","type":"education","lineage":["https://openalex.org/I116953780"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Xiaoyan Jiang","raw_affiliation_strings":["School of Economics and Management, Tongji University, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"School of Economics and Management, Tongji University, Shanghai, China","institution_ids":["https://openalex.org/I116953780"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027932266","display_name":"Jie Lin","orcid":"https://orcid.org/0000-0002-4943-9976"},"institutions":[{"id":"https://openalex.org/I116953780","display_name":"Tongji University","ror":"https://ror.org/03rc6as71","country_code":"CN","type":"education","lineage":["https://openalex.org/I116953780"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jie Lin","raw_affiliation_strings":["School of Economics and Management, Tongji University, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"School of Economics and Management, Tongji University, Shanghai, China","institution_ids":["https://openalex.org/I116953780"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5047570601","display_name":"Chao Wang","orcid":"https://orcid.org/0000-0001-5282-2397"},"institutions":[{"id":"https://openalex.org/I116953780","display_name":"Tongji University","ror":"https://ror.org/03rc6as71","country_code":"CN","type":"education","lineage":["https://openalex.org/I116953780"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chao Wang","raw_affiliation_strings":["School of Economics and Management, Tongji University, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"School of Economics and Management, Tongji University, Shanghai, China","institution_ids":["https://openalex.org/I116953780"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5050615437","display_name":"Lixin Zhou","orcid":"https://orcid.org/0000-0002-9362-8117"},"institutions":[{"id":"https://openalex.org/I148128674","display_name":"University of Shanghai for Science and Technology","ror":"https://ror.org/00ay9v204","country_code":"CN","type":"education","lineage":["https://openalex.org/I148128674"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lixin Zhou","raw_affiliation_strings":["Business School, University of Shanghai for Science and Technology, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"Business School, University of Shanghai for Science and Technology, Shanghai, China","institution_ids":["https://openalex.org/I148128674"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5038604729"],"corresponding_institution_ids":["https://openalex.org/I116953780"],"apc_list":null,"apc_paid":null,"fwci":2.3143,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.89895577,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"53","issue":"10","first_page":"3061","last_page":"3086"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10609","display_name":"Digital Marketing and Social Media","score":0.9990000128746033,"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"}},"topics":[{"id":"https://openalex.org/T10609","display_name":"Digital Marketing and Social Media","score":0.9990000128746033,"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/T10145","display_name":"Consumer Behavior in Brand Consumption and Identification","score":0.9976000189781189,"subfield":{"id":"https://openalex.org/subfields/1406","display_name":"Marketing"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11161","display_name":"Consumer Market Behavior and Pricing","score":0.996999979019165,"subfield":{"id":"https://openalex.org/subfields/1406","display_name":"Marketing"},"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/market-segmentation","display_name":"Market segmentation","score":0.7849589586257935},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6684092879295349},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.5580852031707764},{"id":"https://openalex.org/keywords/originality","display_name":"Originality","score":0.5170372128486633},{"id":"https://openalex.org/keywords/grasp","display_name":"GRASP","score":0.509399950504303},{"id":"https://openalex.org/keywords/product","display_name":"Product (mathematics)","score":0.4211379289627075},{"id":"https://openalex.org/keywords/marketing","display_name":"Marketing","score":0.3872876763343811},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3645603656768799},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.2522866725921631},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.24992358684539795},{"id":"https://openalex.org/keywords/qualitative-research","display_name":"Qualitative research","score":0.10703501105308533},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1053517758846283}],"concepts":[{"id":"https://openalex.org/C125308379","wikidata":"https://www.wikidata.org/wiki/Q363057","display_name":"Market segmentation","level":2,"score":0.7849589586257935},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6684092879295349},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.5580852031707764},{"id":"https://openalex.org/C2776950860","wikidata":"https://www.wikidata.org/wiki/Q2914681","display_name":"Originality","level":3,"score":0.5170372128486633},{"id":"https://openalex.org/C171268870","wikidata":"https://www.wikidata.org/wiki/Q1486676","display_name":"GRASP","level":2,"score":0.509399950504303},{"id":"https://openalex.org/C90673727","wikidata":"https://www.wikidata.org/wiki/Q901718","display_name":"Product (mathematics)","level":2,"score":0.4211379289627075},{"id":"https://openalex.org/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","level":1,"score":0.3872876763343811},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3645603656768799},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.2522866725921631},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.24992358684539795},{"id":"https://openalex.org/C190248442","wikidata":"https://www.wikidata.org/wiki/Q839486","display_name":"Qualitative research","level":2,"score":0.10703501105308533},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1053517758846283},{"id":"https://openalex.org/C36289849","wikidata":"https://www.wikidata.org/wiki/Q34749","display_name":"Social science","level":1,"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/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1108/k-12-2022-1721","is_oa":false,"landing_page_url":"https://doi.org/10.1108/k-12-2022-1721","pdf_url":null,"source":{"id":"https://openalex.org/S168682784","display_name":"Kybernetes","issn_l":"0368-492X","issn":["0368-492X","1758-7883"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319811","host_organization_name":"Emerald Publishing Limited","host_organization_lineage":["https://openalex.org/P4310319811"],"host_organization_lineage_names":["Emerald Publishing Limited"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Kybernetes","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure","score":0.5}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":61,"referenced_works":["https://openalex.org/W264248106","https://openalex.org/W1609508549","https://openalex.org/W1984404582","https://openalex.org/W2021238712","https://openalex.org/W2038788228","https://openalex.org/W2039422241","https://openalex.org/W2056492794","https://openalex.org/W2092955485","https://openalex.org/W2319647657","https://openalex.org/W2337520390","https://openalex.org/W2400752111","https://openalex.org/W2480244319","https://openalex.org/W2493521008","https://openalex.org/W2521823373","https://openalex.org/W2528271252","https://openalex.org/W2535531394","https://openalex.org/W2566797472","https://openalex.org/W2579302518","https://openalex.org/W2729960909","https://openalex.org/W2787585543","https://openalex.org/W2788467618","https://openalex.org/W2792511689","https://openalex.org/W2795240022","https://openalex.org/W2888267224","https://openalex.org/W2891726134","https://openalex.org/W2894341986","https://openalex.org/W2903283117","https://openalex.org/W2911818127","https://openalex.org/W2915015079","https://openalex.org/W2946974395","https://openalex.org/W2950446185","https://openalex.org/W2954557181","https://openalex.org/W2959857331","https://openalex.org/W2970167095","https://openalex.org/W2983877531","https://openalex.org/W2990301629","https://openalex.org/W3080962696","https://openalex.org/W3089367360","https://openalex.org/W3094478020","https://openalex.org/W3121931703","https://openalex.org/W3122063326","https://openalex.org/W3122210344","https://openalex.org/W3123035962","https://openalex.org/W3123399111","https://openalex.org/W3124804010","https://openalex.org/W3125781831","https://openalex.org/W3126057910","https://openalex.org/W3129501103","https://openalex.org/W3139193338","https://openalex.org/W3156008792","https://openalex.org/W3158163814","https://openalex.org/W3171809136","https://openalex.org/W3174461992","https://openalex.org/W3197943538","https://openalex.org/W3198656709","https://openalex.org/W3200498745","https://openalex.org/W3202510578","https://openalex.org/W4200558497","https://openalex.org/W4206565009","https://openalex.org/W4287958287","https://openalex.org/W4312056085"],"related_works":["https://openalex.org/W2592395359","https://openalex.org/W3180473078","https://openalex.org/W2045342254","https://openalex.org/W2535231171","https://openalex.org/W2058575059","https://openalex.org/W1985144714","https://openalex.org/W4206644346","https://openalex.org/W1253476994","https://openalex.org/W2039956501","https://openalex.org/W1572291968"],"abstract_inverted_index":{"Purpose":[0],"The":[1,29,67,79,96,132,176],"purpose":[2],"of":[3,37,72,82,161,197],"the":[4,38,42,60,70,73,83,99,107,141,155,158,162,189,194,214,224],"study":[5,211],"is":[6,85],"to":[7,23,102,181,187,213],"propose":[8],"a":[9,34,50,165,231],"normative":[10],"approach":[11],"for":[12,54],"market":[13,112,190,198,219],"segmentation,":[14],"profile":[15],"and":[16,20,40,45,57,64,90,113,128,145,168,184,192,206],"monitoring":[17],"using":[18],"computing":[19,183],"information":[21,185],"technology":[22,186],"analyze":[24,103],"User-Generated":[25],"Content":[26],"(UGC).":[27],"Design/methodology/approach":[28],"specific":[30],"steps":[31],"include":[32],"performing":[33],"structural":[35,227],"analysis":[36,228],"UGC":[39,226],"extracting":[41],"base":[43],"variables":[44],"values":[46],"from":[47],"it,":[48],"generating":[49],"consumer":[51],"characteristics":[52,147],"matrix":[53],"segmenting":[55],"process,":[56],"finally":[58],"describing":[59],"segments'":[61,136],"preferences,":[62,137],"regional":[63,92,146],"dynamic":[65,138,195],"characteristics.":[66],"authors":[68,97,133,156],"verify":[69,157],"feasibility":[71],"method":[74,84,178],"with":[75],"publicly":[76],"available":[77],"data.":[78,94],"external":[80,159],"validity":[81,160],"also":[86],"tested":[87],"through":[88,164],"questionnaires":[89],"product":[91],"sales":[93,152,171],"Findings":[95],"apply":[98],"proposed":[100,177,225],"methodology":[101,163],"53,526":[104],"UGCs":[105],"in":[106,172,203],"New":[108],"Energy":[109],"Vehicle":[110],"(NEV)":[111],"classify":[114],"consumers":[115],"into":[116],"four":[117,135],"segments:":[118],"Brand-Value":[119],"Suitors":[120],"(32%),":[121],"Rational":[122],"Consumers":[123,130],"(21%),":[124],"High-Quality":[125],"Fanciers":[126],"(26%)":[127],"Utility-driven":[129],"(21%).":[131],"describe":[134],"changes":[139],"over":[140],"past":[142],"six":[143],"years":[144],"among":[148],"China's":[149],"top":[150],"five":[151],"cities.":[153],"Then,":[154],"questionnaire":[166],"survey":[167],"actual":[169],"NEV":[170],"China.":[173],"Practical":[174],"implications":[175],"enables":[179],"companies":[180],"utilize":[182],"understand":[188],"structure":[191],"grasp":[193],"trends":[196],"segments,":[199],"which":[200],"assists":[201],"them":[202],"developing":[204],"R&amp;D":[205],"marketing":[207],"plans.":[208],"Originality/value":[209],"This":[210],"contributes":[212],"research":[215],"on":[216],"UGC-based":[217],"universal":[218],"segmentation":[220],"methods.":[221],"In":[222],"addition,":[223],"algorithm":[229],"implements":[230],"more":[232],"fine-grained":[233],"data":[234],"analysis.":[235]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}
