{"id":"https://openalex.org/W2898316928","doi":"https://doi.org/10.1080/00207543.2018.1535724","title":"Optimising online review inspired product attribute classification using the self-learning particle swarm-based Bayesian learning approach","display_name":"Optimising online review inspired product attribute classification using the self-learning particle swarm-based Bayesian learning approach","publication_year":2018,"publication_date":"2018-10-24","ids":{"openalex":"https://openalex.org/W2898316928","doi":"https://doi.org/10.1080/00207543.2018.1535724","mag":"2898316928"},"language":"en","primary_location":{"id":"doi:10.1080/00207543.2018.1535724","is_oa":false,"landing_page_url":"https://doi.org/10.1080/00207543.2018.1535724","pdf_url":null,"source":{"id":"https://openalex.org/S65690446","display_name":"International Journal of Production Research","issn_l":"0020-7543","issn":["0020-7543","1366-588X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Production Research","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"http://hdl.handle.net/10547/624246","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5037054506","display_name":"Lohithaksha M. Maiyar","orcid":null},"institutions":[{"id":"https://openalex.org/I145894827","display_name":"Indian Institute of Technology Kharagpur","ror":"https://ror.org/03w5sq511","country_code":"IN","type":"education","lineage":["https://openalex.org/I145894827"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Lohithaksha M. Maiyar","raw_affiliation_strings":["Department of Industrial & Systems Engineering, Indian Institute of Technology Kharagpur, Kharagpur, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Industrial & Systems Engineering, Indian Institute of Technology Kharagpur, Kharagpur, India","institution_ids":["https://openalex.org/I145894827"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003072635","display_name":"Sang\u2010Je Cho","orcid":null},"institutions":[{"id":"https://openalex.org/I5124864","display_name":"\u00c9cole Polytechnique F\u00e9d\u00e9rale de Lausanne","ror":"https://ror.org/02s376052","country_code":"CH","type":"education","lineage":["https://openalex.org/I2799323385","https://openalex.org/I5124864"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"SangJe Cho","raw_affiliation_strings":["SCI-STK-DK, Mechanical Engineering, Ecole Polytechnique Federale De Lausanne, De Lausanne, Switzerland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"SCI-STK-DK, Mechanical Engineering, Ecole Polytechnique Federale De Lausanne, De Lausanne, Switzerland","institution_ids":["https://openalex.org/I5124864"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056526187","display_name":"Manoj Kumar Tiwari","orcid":"https://orcid.org/0000-0001-8564-1402"},"institutions":[{"id":"https://openalex.org/I145894827","display_name":"Indian Institute of Technology Kharagpur","ror":"https://ror.org/03w5sq511","country_code":"IN","type":"education","lineage":["https://openalex.org/I145894827"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Manoj Kumar Tiwari","raw_affiliation_strings":["Department of Industrial & Systems Engineering, Indian Institute of Technology Kharagpur, Kharagpur, India"],"raw_orcid":"https://orcid.org/0000-0001-8564-1402","affiliations":[{"raw_affiliation_string":"Department of Industrial & Systems Engineering, Indian Institute of Technology Kharagpur, Kharagpur, India","institution_ids":["https://openalex.org/I145894827"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081877017","display_name":"Klaus\u2010Dieter Thoben","orcid":"https://orcid.org/0000-0002-5911-805X"},"institutions":[{"id":"https://openalex.org/I180437899","display_name":"University of Bremen","ror":"https://ror.org/04ers2y35","country_code":"DE","type":"education","lineage":["https://openalex.org/I180437899"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Klaus-Dieter Thoben","raw_affiliation_strings":["Faculty of Production Engineering, University of Bremen, Bremen, Germany"],"raw_orcid":"https://orcid.org/0000-0002-5911-805X","affiliations":[{"raw_affiliation_string":"Faculty of Production Engineering, University of Bremen, Bremen, Germany","institution_ids":["https://openalex.org/I180437899"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5082500819","display_name":"Dimitris Kiritsis","orcid":"https://orcid.org/0000-0003-3660-9187"},"institutions":[{"id":"https://openalex.org/I5124864","display_name":"\u00c9cole Polytechnique F\u00e9d\u00e9rale de Lausanne","ror":"https://ror.org/02s376052","country_code":"CH","type":"education","lineage":["https://openalex.org/I2799323385","https://openalex.org/I5124864"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Dimitris Kiritsis","raw_affiliation_strings":["SCI-STK-DK, Mechanical Engineering, Ecole Polytechnique Federale De Lausanne, De Lausanne, Switzerland"],"raw_orcid":"https://orcid.org/0000-0003-3660-9187","affiliations":[{"raw_affiliation_string":"SCI-STK-DK, Mechanical Engineering, Ecole Polytechnique Federale De Lausanne, De Lausanne, Switzerland","institution_ids":["https://openalex.org/I5124864"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5056526187"],"corresponding_institution_ids":["https://openalex.org/I145894827"],"apc_list":null,"apc_paid":null,"fwci":2.0307,"has_fulltext":false,"cited_by_count":27,"citation_normalized_percentile":{"value":0.90080935,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":99},"biblio":{"volume":"57","issue":"10","first_page":"3099","last_page":"3120"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10664","display_name":"Sentiment Analysis and Opinion Mining","score":0.9927999973297119,"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":0.9927999973297119,"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/T10609","display_name":"Digital Marketing and Social Media","score":0.9768999814987183,"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/T11161","display_name":"Consumer Market Behavior and Pricing","score":0.9754999876022339,"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/particle-swarm-optimization","display_name":"Particle swarm optimization","score":0.692977249622345},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5900015234947205},{"id":"https://openalex.org/keywords/metaheuristic","display_name":"Metaheuristic","score":0.5739321708679199},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5472065210342407},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5420741438865662},{"id":"https://openalex.org/keywords/product","display_name":"Product (mathematics)","score":0.5358598828315735},{"id":"https://openalex.org/keywords/social-media","display_name":"Social media","score":0.5335873365402222},{"id":"https://openalex.org/keywords/decipher","display_name":"DECIPHER","score":0.46295222640037537},{"id":"https://openalex.org/keywords/ant-colony-optimization-algorithms","display_name":"Ant colony optimization algorithms","score":0.45598652958869934},{"id":"https://openalex.org/keywords/bayesian-probability","display_name":"Bayesian probability","score":0.4537121057510376},{"id":"https://openalex.org/keywords/analytics","display_name":"Analytics","score":0.4384336769580841},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3753855228424072},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.15149086713790894},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.10131815075874329}],"concepts":[{"id":"https://openalex.org/C85617194","wikidata":"https://www.wikidata.org/wiki/Q2072794","display_name":"Particle swarm optimization","level":2,"score":0.692977249622345},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5900015234947205},{"id":"https://openalex.org/C109718341","wikidata":"https://www.wikidata.org/wiki/Q1385229","display_name":"Metaheuristic","level":2,"score":0.5739321708679199},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5472065210342407},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5420741438865662},{"id":"https://openalex.org/C90673727","wikidata":"https://www.wikidata.org/wiki/Q901718","display_name":"Product (mathematics)","level":2,"score":0.5358598828315735},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.5335873365402222},{"id":"https://openalex.org/C164614171","wikidata":"https://www.wikidata.org/wiki/Q5204775","display_name":"DECIPHER","level":2,"score":0.46295222640037537},{"id":"https://openalex.org/C40128228","wikidata":"https://www.wikidata.org/wiki/Q460851","display_name":"Ant colony optimization algorithms","level":2,"score":0.45598652958869934},{"id":"https://openalex.org/C107673813","wikidata":"https://www.wikidata.org/wiki/Q812534","display_name":"Bayesian probability","level":2,"score":0.4537121057510376},{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.4384336769580841},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3753855228424072},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.15149086713790894},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.10131815075874329},{"id":"https://openalex.org/C54355233","wikidata":"https://www.wikidata.org/wiki/Q7162","display_name":"Genetics","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}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1080/00207543.2018.1535724","is_oa":false,"landing_page_url":"https://doi.org/10.1080/00207543.2018.1535724","pdf_url":null,"source":{"id":"https://openalex.org/S65690446","display_name":"International Journal of Production Research","issn_l":"0020-7543","issn":["0020-7543","1366-588X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Production Research","raw_type":"journal-article"},{"id":"pmh:oai:RePEc:taf:tprsxx:v:57:y:2019:i:10:p:3099-3120","is_oa":false,"landing_page_url":"http://hdl.handle.net/10.1080/00207543.2018.1535724","pdf_url":null,"source":{"id":"https://openalex.org/S4306401271","display_name":"RePEc: Research Papers in Economics","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I77793887","host_organization_name":"Federal Reserve Bank of St. Louis","host_organization_lineage":["https://openalex.org/I77793887"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article"},{"id":"pmh:oai:uobrep.openrepository.com:10547/624246","is_oa":true,"landing_page_url":"http://hdl.handle.net/10547/624246","pdf_url":null,"source":{"id":"https://openalex.org/S4306400178","display_name":"University of Bedfordshire Repository (University of Bedfordshire)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I147554453","host_organization_name":"University of Bedfordshire","host_organization_lineage":["https://openalex.org/I147554453"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Article"}],"best_oa_location":{"id":"pmh:oai:uobrep.openrepository.com:10547/624246","is_oa":true,"landing_page_url":"http://hdl.handle.net/10547/624246","pdf_url":null,"source":{"id":"https://openalex.org/S4306400178","display_name":"University of Bedfordshire Repository (University of Bedfordshire)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I147554453","host_organization_name":"University of Bedfordshire","host_organization_lineage":["https://openalex.org/I147554453"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G7184039379","display_name":null,"funder_award_id":"636868","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"}],"funders":[{"id":"https://openalex.org/F4320320300","display_name":"European Commission","ror":"https://ror.org/00k4n6c32"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":58,"referenced_works":["https://openalex.org/W1497836661","https://openalex.org/W1540716224","https://openalex.org/W1573932815","https://openalex.org/W1585303438","https://openalex.org/W1970311014","https://openalex.org/W1973886509","https://openalex.org/W1974898391","https://openalex.org/W1987877757","https://openalex.org/W1993615085","https://openalex.org/W1996182128","https://openalex.org/W2001900846","https://openalex.org/W2003559041","https://openalex.org/W2008906462","https://openalex.org/W2011369035","https://openalex.org/W2013123193","https://openalex.org/W2016565693","https://openalex.org/W2018797681","https://openalex.org/W2019057855","https://openalex.org/W2020679471","https://openalex.org/W2033788326","https://openalex.org/W2041652356","https://openalex.org/W2044303835","https://openalex.org/W2049113656","https://openalex.org/W2057516773","https://openalex.org/W2057772063","https://openalex.org/W2075515394","https://openalex.org/W2089984394","https://openalex.org/W2099900459","https://openalex.org/W2129999935","https://openalex.org/W2149521244","https://openalex.org/W2161632986","https://openalex.org/W2189047543","https://openalex.org/W2199164494","https://openalex.org/W2269703563","https://openalex.org/W2277112320","https://openalex.org/W2297395784","https://openalex.org/W2299859864","https://openalex.org/W2324780969","https://openalex.org/W2403438230","https://openalex.org/W2465362978","https://openalex.org/W2468706984","https://openalex.org/W2489699021","https://openalex.org/W2516199704","https://openalex.org/W2557406701","https://openalex.org/W2765992545","https://openalex.org/W2766395426","https://openalex.org/W2789363784","https://openalex.org/W2790368141","https://openalex.org/W2796739812","https://openalex.org/W2802200907","https://openalex.org/W2883279980","https://openalex.org/W2904250082","https://openalex.org/W2963194108","https://openalex.org/W3023540311","https://openalex.org/W3124746197","https://openalex.org/W3151157462","https://openalex.org/W4236354166","https://openalex.org/W4247245376"],"related_works":["https://openalex.org/W2115350162","https://openalex.org/W2330145053","https://openalex.org/W4249875204","https://openalex.org/W2416520078","https://openalex.org/W1611875833","https://openalex.org/W1547053391","https://openalex.org/W1521781013","https://openalex.org/W1975009952","https://openalex.org/W1588949866","https://openalex.org/W46882622"],"abstract_inverted_index":{"Bowing":[0],"to":[1,39,54,102],"the":[2,41,76,96,104,137,158,170,195],"burgeoning":[3],"needs":[4],"of":[5,9,21,121,163,188],"online":[6],"consumers,":[7],"exploitation":[8],"social":[10,60],"media":[11,61],"content":[12],"for":[13,157],"extrapolating":[14],"buyer-centric":[15],"information":[16,179,189],"is":[17,80,100,111],"gaining":[18],"increasing":[19],"attention":[20],"researchers":[22],"and":[23,32,47,82,116,125,144,166,180,182],"practitioners":[24],"from":[25,64],"service":[26],"science,":[27],"data":[28,62],"analytics,":[29],"machine":[30],"learning":[31],"associated":[33],"domains.":[34],"The":[35,108,129],"current":[36],"paper":[37],"aims":[38],"identify":[40],"structural":[42],"relationship":[43],"between":[44],"product":[45],"attributes":[46,56,124],"subsequently":[48],"prioritise":[49],"customer":[50],"preferences":[51],"with":[52,75,95,136],"respect":[53],"these":[55],"while":[57],"exploiting":[58],"textual":[59],"derived":[63],"fashion":[65,123,191],"blogs":[66,192],"in":[67,161,190],"Germany.":[68],"A":[69,84],"Bayesian":[70],"Network":[71],"Structure":[72],"Learning":[73],"model":[74],"K2score":[77],"maximisation":[78],"objective":[79],"formulated":[81],"solved.":[83],"self-tailored":[85],"metaheuristic":[86],"approach":[87,110],"that":[88,151,173,193],"combines":[89],"self-learning":[90],"particle":[91,138],"swarm":[92,139],"optimisation":[93],"(SLPSO)":[94],"K2":[97],"algorithm":[98],"(SLPSOK2)":[99],"employed":[101],"decipher":[103],"highest":[105],"scored":[106],"structures.":[107],"proposed":[109],"implemented":[112],"on":[113],"small,":[114],"medium":[115],"large":[117],"size":[118],"instances":[119],"consisting":[120],"9":[122],"18":[126],"problem":[127],"sets.":[128],"results":[130],"obtained":[131],"by":[132],"SLPSOK2":[133,152],"are":[134,185],"compared":[135],"optimisation/K2score,":[140],"Genetic":[141],"Algorithm/K2":[142],"score":[143],"ant":[145],"colony":[146],"optimisation/K2":[147],"score.":[148],"Results":[149],"verify":[150],"outperforms":[153],"its":[154],"hybrid":[155],"counterparts":[156],"tested":[159],"cases":[160],"terms":[162],"computational":[164],"time":[165],"solution":[167],"quality.":[168],"Furthermore,":[169],"study":[171],"reveals":[172],"psychological":[174],"satisfaction,":[175],"historical":[176],"revival,":[177],"seasonal":[178],"facts":[181],"figure-based":[183],"reviews":[184],"major":[186],"components":[187],"influence":[194],"customers.":[196]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":4},{"year":2020,"cited_by_count":4},{"year":2019,"cited_by_count":4}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}