{"id":"https://openalex.org/W2905969632","doi":"https://doi.org/10.4018/ijmdem.2018070103","title":"Credibility Analysis for Online Product Reviews","display_name":"Credibility Analysis for Online Product Reviews","publication_year":2018,"publication_date":"2018-07-01","ids":{"openalex":"https://openalex.org/W2905969632","doi":"https://doi.org/10.4018/ijmdem.2018070103","mag":"2905969632"},"language":"en","primary_location":{"id":"doi:10.4018/ijmdem.2018070103","is_oa":false,"landing_page_url":"https://doi.org/10.4018/ijmdem.2018070103","pdf_url":null,"source":{"id":"https://openalex.org/S87630009","display_name":"International Journal of Multimedia Data Engineering and Management","issn_l":"1947-8534","issn":["1947-8534","1947-8542"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320424","host_organization_name":"IGI Global","host_organization_lineage":["https://openalex.org/P4310320424"],"host_organization_lineage_names":["IGI Global"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Multimedia Data Engineering and Management","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/A5100337209","display_name":"Min Chen","orcid":"https://orcid.org/0000-0002-0960-4447"},"institutions":[{"id":"https://openalex.org/I4210138624","display_name":"University of Washington Bothell","ror":"https://ror.org/02ygzhr13","country_code":"US","type":"education","lineage":["https://openalex.org/I201448701","https://openalex.org/I4210138624"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Min Chen","raw_affiliation_strings":["University of Washington Bothell, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Washington Bothell, USA","institution_ids":["https://openalex.org/I4210138624"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5045863990","display_name":"Anusha Prabakaran","orcid":null},"institutions":[{"id":"https://openalex.org/I4210138624","display_name":"University of Washington Bothell","ror":"https://ror.org/02ygzhr13","country_code":"US","type":"education","lineage":["https://openalex.org/I201448701","https://openalex.org/I4210138624"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Anusha Prabakaran","raw_affiliation_strings":["University of Washington Bothell, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Washington Bothell, USA","institution_ids":["https://openalex.org/I4210138624"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I4210138624"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.1977294,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":95},"biblio":{"volume":"9","issue":"3","first_page":"37","last_page":"54"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11644","display_name":"Spam and Phishing Detection","score":1.0,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T11644","display_name":"Spam and Phishing Detection","score":1.0,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T10664","display_name":"Sentiment Analysis and Opinion Mining","score":0.9994999766349792,"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/T11147","display_name":"Misinformation and Its Impacts","score":0.9980000257492065,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/credibility","display_name":"Credibility","score":0.8767138719558716},{"id":"https://openalex.org/keywords/automatic-summarization","display_name":"Automatic summarization","score":0.8183278441429138},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7524919509887695},{"id":"https://openalex.org/keywords/product","display_name":"Product (mathematics)","score":0.6560064554214478},{"id":"https://openalex.org/keywords/purchasing","display_name":"Purchasing","score":0.6377663016319275},{"id":"https://openalex.org/keywords/spamming","display_name":"Spamming","score":0.6331329345703125},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.5702516436576843},{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.4766284227371216},{"id":"https://openalex.org/keywords/anomaly-detection","display_name":"Anomaly detection","score":0.41015467047691345},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3444223403930664},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.28285154700279236},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.271664559841156},{"id":"https://openalex.org/keywords/the-internet","display_name":"The Internet","score":0.23200348019599915},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.1627388894557953},{"id":"https://openalex.org/keywords/marketing","display_name":"Marketing","score":0.15160951018333435},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.14887884259223938}],"concepts":[{"id":"https://openalex.org/C2780224610","wikidata":"https://www.wikidata.org/wiki/Q1530061","display_name":"Credibility","level":2,"score":0.8767138719558716},{"id":"https://openalex.org/C170858558","wikidata":"https://www.wikidata.org/wiki/Q1394144","display_name":"Automatic summarization","level":2,"score":0.8183278441429138},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7524919509887695},{"id":"https://openalex.org/C90673727","wikidata":"https://www.wikidata.org/wiki/Q901718","display_name":"Product (mathematics)","level":2,"score":0.6560064554214478},{"id":"https://openalex.org/C2778813691","wikidata":"https://www.wikidata.org/wiki/Q1369832","display_name":"Purchasing","level":2,"score":0.6377663016319275},{"id":"https://openalex.org/C158955206","wikidata":"https://www.wikidata.org/wiki/Q83058","display_name":"Spamming","level":3,"score":0.6331329345703125},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.5702516436576843},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.4766284227371216},{"id":"https://openalex.org/C739882","wikidata":"https://www.wikidata.org/wiki/Q3560506","display_name":"Anomaly detection","level":2,"score":0.41015467047691345},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3444223403930664},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.28285154700279236},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.271664559841156},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.23200348019599915},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.1627388894557953},{"id":"https://openalex.org/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","level":1,"score":0.15160951018333435},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.14887884259223938},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","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":2,"locations":[{"id":"doi:10.4018/ijmdem.2018070103","is_oa":false,"landing_page_url":"https://doi.org/10.4018/ijmdem.2018070103","pdf_url":null,"source":{"id":"https://openalex.org/S87630009","display_name":"International Journal of Multimedia Data Engineering and Management","issn_l":"1947-8534","issn":["1947-8534","1947-8542"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320424","host_organization_name":"IGI Global","host_organization_lineage":["https://openalex.org/P4310320424"],"host_organization_lineage_names":["IGI Global"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Multimedia Data Engineering and Management","raw_type":"journal-article"},{"id":"pmh:oai:RePEc:igg:jmdem0:v:9:y:2018:i:3:p:37-54","is_oa":false,"landing_page_url":"http://services.igi-global.com/resolvedoi/resolve.aspx?doi=10.4018/IJMDEM.2018070103","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"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9","score":0.4399999976158142}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":26,"referenced_works":["https://openalex.org/W848902177","https://openalex.org/W965920791","https://openalex.org/W1559139641","https://openalex.org/W1967495422","https://openalex.org/W1976467781","https://openalex.org/W2016266039","https://openalex.org/W2029080598","https://openalex.org/W2040762770","https://openalex.org/W2047756776","https://openalex.org/W2059733647","https://openalex.org/W2103243650","https://openalex.org/W2121290223","https://openalex.org/W2129000925","https://openalex.org/W2132069633","https://openalex.org/W2144415203","https://openalex.org/W2161283199","https://openalex.org/W2168069066","https://openalex.org/W2189187207","https://openalex.org/W2192783609","https://openalex.org/W2202307757","https://openalex.org/W2608459225","https://openalex.org/W2940354193","https://openalex.org/W2949957935","https://openalex.org/W3098649723","https://openalex.org/W4245267204","https://openalex.org/W4297971002"],"related_works":["https://openalex.org/W1987732684","https://openalex.org/W2286465138","https://openalex.org/W637393809","https://openalex.org/W2808742736","https://openalex.org/W3126526144","https://openalex.org/W2366403280","https://openalex.org/W1526983901","https://openalex.org/W3021299372","https://openalex.org/W2184211279","https://openalex.org/W1787341662"],"abstract_inverted_index":{"With":[0],"the":[1,29,103],"prevalence":[2],"of":[3,31,102],"e-commerce,":[4],"online":[5],"product":[6,21,129],"reviews":[7,32],"are":[8],"increasingly":[9],"considered":[10],"crowd-sourced":[11],"consumer":[12],"opinions":[13],"that":[14,69],"significantly":[15],"influence":[16],"customer":[17],"purchasing":[18],"decisions":[19],"and":[20,35,53,65,87,90,100,116,123,131,134],"rankings.":[22],"It":[23,56],"is":[24,85,91],"therefore":[25],"important":[26],"to":[27,46,73],"ensure":[28],"truthfulness":[30],"by":[33],"detecting":[34],"filtering":[36],"out":[37],"fake/spam":[38],"reviews.":[39],"This":[40,118],"article":[41],"presents":[42],"an":[43,108],"effective":[44],"framework":[45],"analyze":[47],"review":[48,61,67,79,110],"credibility":[49,76],"for":[50,97],"spam":[51],"detection":[52],"opinion":[54],"mining.":[55],"incorporates":[57],"three":[58],"methods:":[59],"duplicated":[60],"detection,":[62,64,68],"anomaly":[63],"incentivized":[66],"complement":[70],"each":[71],"other":[72],"produce":[74],"statistical":[75],"scores":[77],"indicating":[78],"credibility.":[80],"A":[81],"practical":[82],"end-to-end":[83],"system":[84,119],"designed":[86],"developed":[88],"accordingly,":[89],"equipped":[92],"with":[93],"high-level":[94],"data":[95],"visualization":[96],"easy":[98],"interpretation":[99],"summarization":[101],"analysis":[104],"results.":[105],"Experiments":[106],"on":[107],"Amazon":[109],"dataset":[111],"demonstrate":[112],"its":[113],"efficiency,":[114],"scalability":[115],"accuracy.":[117],"could":[120],"help":[121],"e-commerce":[122],"consumers":[124],"identify":[125],"fake":[126],"reviews,":[127],"refine":[128],"rankings,":[130],"constrain":[132],"vendors":[133],"spammers":[135],"from":[136],"engaging":[137],"in":[138],"dishonest":[139],"practices.":[140]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2023,"cited_by_count":1}],"updated_date":"2026-06-11T06:19:23.411458","created_date":"2025-10-10T00:00:00"}
