{"id":"https://openalex.org/W7137899005","doi":"https://doi.org/10.1155/acis/5551713","title":"Fine\u2010Grained Opinion Mining\u2013Based Conjoint Analysis for Automatically Extracting Consumer Preference Using the Modelled Product Review Dataset","display_name":"Fine\u2010Grained Opinion Mining\u2013Based Conjoint Analysis for Automatically Extracting Consumer Preference Using the Modelled Product Review Dataset","publication_year":2026,"publication_date":"2026-01-01","ids":{"openalex":"https://openalex.org/W7137899005","doi":"https://doi.org/10.1155/acis/5551713"},"language":"en","primary_location":{"id":"doi:10.1155/acis/5551713","is_oa":true,"landing_page_url":"https://doi.org/10.1155/acis/5551713","pdf_url":null,"source":{"id":"https://openalex.org/S30680879","display_name":"Applied Computational Intelligence and Soft Computing","issn_l":"1687-9724","issn":["1687-9724","1687-9732"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869","https://openalex.org/P4310320595"],"host_organization_lineage_names":["Hindawi Publishing Corporation","Wiley"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Applied Computational Intelligence and Soft Computing","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1155/acis/5551713","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5034238074","display_name":"Bagus Setya Rintyarna","orcid":"https://orcid.org/0000-0002-3275-0995"},"institutions":[{"id":"https://openalex.org/I3129486149","display_name":"Universitas Jember","ror":"https://ror.org/049f0ha78","country_code":"ID","type":"education","lineage":["https://openalex.org/I3129486149"]},{"id":"https://openalex.org/I4210108816","display_name":"Universitas Muhammadiyah Jember","ror":"https://ror.org/021p32893","country_code":"ID","type":"education","lineage":["https://openalex.org/I4210108816"]}],"countries":["ID"],"is_corresponding":true,"raw_author_name":"Bagus Setya Rintyarna","raw_affiliation_strings":["Department of Electrical Engineering ,  Universitas Muhammadiyah Jember ,  Jember ,  68121 , East Java,  Indonesia"],"raw_orcid":"https://orcid.org/0000-0002-3275-0995","affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering ,  Universitas Muhammadiyah Jember ,  Jember ,  68121 , East Java,  Indonesia","institution_ids":["https://openalex.org/I3129486149","https://openalex.org/I4210108816"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5129745814","display_name":"Wiwik Suharso","orcid":null},"institutions":[{"id":"https://openalex.org/I3129486149","display_name":"Universitas Jember","ror":"https://ror.org/049f0ha78","country_code":"ID","type":"education","lineage":["https://openalex.org/I3129486149"]},{"id":"https://openalex.org/I4210108816","display_name":"Universitas Muhammadiyah Jember","ror":"https://ror.org/021p32893","country_code":"ID","type":"education","lineage":["https://openalex.org/I4210108816"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"Wiwik Suharso","raw_affiliation_strings":["Department of Informatics ,  Universitas Muhammadiyah Jember ,  Jember ,  68121 , East Java,  Indonesia"],"raw_orcid":"https://orcid.org/0000-0001-5781-2008","affiliations":[{"raw_affiliation_string":"Department of Informatics ,  Universitas Muhammadiyah Jember ,  Jember ,  68121 , East Java,  Indonesia","institution_ids":["https://openalex.org/I3129486149","https://openalex.org/I4210108816"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5057540137","display_name":"Abadi Sanosra","orcid":null},"institutions":[{"id":"https://openalex.org/I3129486149","display_name":"Universitas Jember","ror":"https://ror.org/049f0ha78","country_code":"ID","type":"education","lineage":["https://openalex.org/I3129486149"]},{"id":"https://openalex.org/I4210108816","display_name":"Universitas Muhammadiyah Jember","ror":"https://ror.org/021p32893","country_code":"ID","type":"education","lineage":["https://openalex.org/I4210108816"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"Abadi Sanosra","raw_affiliation_strings":["Universitas Muhammadiyah Jember ,  Jember ,  68121 , East Java,  Indonesia"],"raw_orcid":"https://orcid.org/0009-0009-3343-5872","affiliations":[{"raw_affiliation_string":"Universitas Muhammadiyah Jember ,  Jember ,  68121 , East Java,  Indonesia","institution_ids":["https://openalex.org/I3129486149","https://openalex.org/I4210108816"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000266116","display_name":"Riyanarto Sarno","orcid":"https://orcid.org/0000-0001-5373-660X"},"institutions":[{"id":"https://openalex.org/I166843116","display_name":"Sepuluh Nopember Institute of Technology","ror":"https://ror.org/05kbmmt89","country_code":"ID","type":"education","lineage":["https://openalex.org/I166843116"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"Riyanarto Sarno","raw_affiliation_strings":["Department of Informatics ,  Institut Teknologi Sepuluh Nopember ,  Surabaya ,  60111 , East Java,  Indonesia ,  its.ac.id"],"raw_orcid":"https://orcid.org/0000-0001-5373-660X","affiliations":[{"raw_affiliation_string":"Department of Informatics ,  Institut Teknologi Sepuluh Nopember ,  Surabaya ,  60111 , East Java,  Indonesia ,  its.ac.id","institution_ids":["https://openalex.org/I166843116"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5080009925","display_name":"Ika Safitri Windiarti","orcid":"https://orcid.org/0000-0002-9603-3397"},"institutions":[{"id":"https://openalex.org/I4210088450","display_name":"Universitas Muhammadiyah Palangkaraya","ror":"https://ror.org/007j5qg12","country_code":"ID","type":"education","lineage":["https://openalex.org/I4210088450"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"Ika Safitri Windiarti","raw_affiliation_strings":["Department of Computer Science ,  Universitas Muhammadiyah Palangkaraya ,  Palangka Raya ,  73111 , Central Kalimantan,  Indonesia"],"raw_orcid":"https://orcid.org/0000-0002-9603-3397","affiliations":[{"raw_affiliation_string":"Department of Computer Science ,  Universitas Muhammadiyah Palangkaraya ,  Palangka Raya ,  73111 , Central Kalimantan,  Indonesia","institution_ids":["https://openalex.org/I4210088450"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5034238074"],"corresponding_institution_ids":["https://openalex.org/I3129486149","https://openalex.org/I4210108816"],"apc_list":{"value":925,"currency":"USD","value_usd":925},"apc_paid":{"value":925,"currency":"USD","value_usd":925},"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.2371369,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"2026","issue":"1","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10664","display_name":"Sentiment Analysis and Opinion Mining","score":0.7109000086784363,"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":0.7109000086784363,"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/T12114","display_name":"Sensory Analysis and Statistical Methods","score":0.05389999970793724,"subfield":{"id":"https://openalex.org/subfields/1106","display_name":"Food Science"},"field":{"id":"https://openalex.org/fields/11","display_name":"Agricultural and Biological Sciences"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T10841","display_name":"Economic and Environmental Valuation","score":0.04100000113248825,"subfield":{"id":"https://openalex.org/subfields/2002","display_name":"Economics and Econometrics"},"field":{"id":"https://openalex.org/fields/20","display_name":"Economics, Econometrics and Finance"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/conjoint-analysis","display_name":"Conjoint analysis","score":0.7646999955177307},{"id":"https://openalex.org/keywords/preference","display_name":"Preference","score":0.7174999713897705},{"id":"https://openalex.org/keywords/product","display_name":"Product (mathematics)","score":0.6126999855041504},{"id":"https://openalex.org/keywords/extractor","display_name":"Extractor","score":0.5013999938964844},{"id":"https://openalex.org/keywords/semantics","display_name":"Semantics (computer science)","score":0.4595000147819519},{"id":"https://openalex.org/keywords/simple","display_name":"Simple (philosophy)","score":0.43709999322891235},{"id":"https://openalex.org/keywords/sentiment-analysis","display_name":"Sentiment analysis","score":0.429500013589859},{"id":"https://openalex.org/keywords/consumer-behaviour","display_name":"Consumer behaviour","score":0.4097000062465668}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8116999864578247},{"id":"https://openalex.org/C2778054375","wikidata":"https://www.wikidata.org/wiki/Q203973","display_name":"Conjoint analysis","level":3,"score":0.7646999955177307},{"id":"https://openalex.org/C2781249084","wikidata":"https://www.wikidata.org/wiki/Q908656","display_name":"Preference","level":2,"score":0.7174999713897705},{"id":"https://openalex.org/C90673727","wikidata":"https://www.wikidata.org/wiki/Q901718","display_name":"Product (mathematics)","level":2,"score":0.6126999855041504},{"id":"https://openalex.org/C117978034","wikidata":"https://www.wikidata.org/wiki/Q5422192","display_name":"Extractor","level":2,"score":0.5013999938964844},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4652999937534332},{"id":"https://openalex.org/C184337299","wikidata":"https://www.wikidata.org/wiki/Q1437428","display_name":"Semantics (computer science)","level":2,"score":0.4595000147819519},{"id":"https://openalex.org/C2780586882","wikidata":"https://www.wikidata.org/wiki/Q7520643","display_name":"Simple (philosophy)","level":2,"score":0.43709999322891235},{"id":"https://openalex.org/C66402592","wikidata":"https://www.wikidata.org/wiki/Q2271421","display_name":"Sentiment analysis","level":2,"score":0.429500013589859},{"id":"https://openalex.org/C23213687","wikidata":"https://www.wikidata.org/wiki/Q301468","display_name":"Consumer behaviour","level":2,"score":0.4097000062465668},{"id":"https://openalex.org/C2780876879","wikidata":"https://www.wikidata.org/wiki/Q3054749","display_name":"Meaning (existential)","level":2,"score":0.39660000801086426},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.39320001006126404},{"id":"https://openalex.org/C120823896","wikidata":"https://www.wikidata.org/wiki/Q1043226","display_name":"Product design","level":3,"score":0.3828999996185303},{"id":"https://openalex.org/C181204326","wikidata":"https://www.wikidata.org/wiki/Q7239820","display_name":"Preference learning","level":3,"score":0.37389999628067017},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.33959999680519104},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.31859999895095825},{"id":"https://openalex.org/C78597825","wikidata":"https://www.wikidata.org/wiki/Q484847","display_name":"E-commerce","level":2,"score":0.3052999973297119},{"id":"https://openalex.org/C2777868144","wikidata":"https://www.wikidata.org/wiki/Q7239817","display_name":"Preference elicitation","level":3,"score":0.28290000557899475},{"id":"https://openalex.org/C2776314989","wikidata":"https://www.wikidata.org/wiki/Q833495","display_name":"Consumer choice","level":2,"score":0.2773999869823456},{"id":"https://openalex.org/C18762648","wikidata":"https://www.wikidata.org/wiki/Q42213","display_name":"Work (physics)","level":2,"score":0.2703999876976013},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.2529999911785126},{"id":"https://openalex.org/C2988250419","wikidata":"https://www.wikidata.org/wiki/Q999278","display_name":"Consumer satisfaction","level":2,"score":0.250900000333786}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1155/acis/5551713","is_oa":true,"landing_page_url":"https://doi.org/10.1155/acis/5551713","pdf_url":null,"source":{"id":"https://openalex.org/S30680879","display_name":"Applied Computational Intelligence and Soft Computing","issn_l":"1687-9724","issn":["1687-9724","1687-9732"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869","https://openalex.org/P4310320595"],"host_organization_lineage_names":["Hindawi Publishing Corporation","Wiley"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Applied Computational Intelligence and Soft Computing","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1155/acis/5551713","is_oa":true,"landing_page_url":"https://doi.org/10.1155/acis/5551713","pdf_url":null,"source":{"id":"https://openalex.org/S30680879","display_name":"Applied Computational Intelligence and Soft Computing","issn_l":"1687-9724","issn":["1687-9724","1687-9732"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869","https://openalex.org/P4310320595"],"host_organization_lineage_names":["Hindawi Publishing Corporation","Wiley"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Applied Computational Intelligence and Soft Computing","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":16,"referenced_works":["https://openalex.org/W230224349","https://openalex.org/W2159457224","https://openalex.org/W2181962600","https://openalex.org/W2548762560","https://openalex.org/W2569374201","https://openalex.org/W2616866722","https://openalex.org/W2763179217","https://openalex.org/W2794086389","https://openalex.org/W2972462537","https://openalex.org/W3016259514","https://openalex.org/W3172057317","https://openalex.org/W4307052965","https://openalex.org/W4382933246","https://openalex.org/W4401050247","https://openalex.org/W4408832162","https://openalex.org/W4409194198"],"related_works":[],"abstract_inverted_index":{"Consumer":[0],"preference":[1,140],"describes":[2],"the":[3,17,20,72,89,97,119,125,138,147,159,171,175,180,185],"subjective":[4],"individual":[5],"taste":[6],"of":[7,12,19,48,74,122,127,146],"consumers":[8],"to":[9,36,54,71,83],"various":[10],"kinds":[11],"products":[13],"as":[14],"measured":[15],"by":[16,143],"utility":[18,188],"product.":[21],"Revealing":[22],"consumer":[23,38,85,139,196],"preferences":[24,39,86],"is":[25,52,62,141,161],"crucial":[26],"for":[27,110,118,194],"both":[28],"companies":[29],"and":[30,57,107,156,166,189],"consumers.":[31],"Unfortunately,":[32],"most":[33],"studies":[34,45],"attempting":[35],"extract":[37,84],"are":[40],"based":[41,63,87,132],"on":[42,64,88,133,157],"discrete":[43,90],"choice":[44,91],"involving":[46],"surveys":[47],"several":[49],"respondents,":[50],"which":[51],"considered":[53],"be":[55],"time\u2010consuming":[56],"costly.":[58],"Another":[59],"work":[60],"that":[61,170],"online":[65],"product":[66,98,135],"reviews":[67],"pays":[68],"less":[69],"attention":[70],"semantics":[73],"words.":[75],"Accordingly,":[76],"this":[77],"study":[78,102],"proposes":[79],"a":[80,105,191],"novel":[81],"platform":[82,115,193],"technique":[92],"using":[93,164],"datasets":[94],"obtained":[95],"from":[96],"review":[99,136],"domain.":[100],"This":[101],"introduces":[103],"SimplEx,":[104],"simple":[106],"robust":[108,192],"extractor":[109],"aspect\u2010based":[111],"sentiment":[112,128],"analysis.":[113],"The":[114],"also":[116],"accounts":[117],"contextual":[120],"meaning":[121],"words":[123],"in":[124],"step":[126],"extraction.":[129],"At":[130],"last,":[131],"modelled":[134],"data,":[137],"generated":[142],"making":[144],"use":[145],"conjoint":[148],"analysis":[149],"technique.":[150],"We":[151],"look":[152],"into":[153],"SimplEx\u2019s":[154],"accuracy,":[155],"average,":[158],"performance":[160],"0.92.":[162],"Evaluation":[163],"linear":[165],"moving\u2010average":[167],"trendlines":[168],"indicates":[169],"proposed":[172,181],"method":[173],"outperforms":[174],"other":[176],"two":[177],"baselines.":[178],"Moreover,":[179],"methodology":[182],"effectively":[183],"discloses":[184],"product\u2019s":[186],"partial":[187],"offers":[190],"deriving":[195],"preferences.":[197]},"counts_by_year":[],"updated_date":"2026-08-15T07:11:24.734988","created_date":"2026-03-18T00:00:00"}