{"id":"https://openalex.org/W4254488942","doi":"https://doi.org/10.1109/asonam.2016.7752290","title":"ClearView: Data cleaning for online review mining","display_name":"ClearView: Data cleaning for online review mining","publication_year":2016,"publication_date":"2016-08-01","ids":{"openalex":"https://openalex.org/W4254488942","doi":"https://doi.org/10.1109/asonam.2016.7752290"},"language":"en","primary_location":{"id":"doi:10.1109/asonam.2016.7752290","is_oa":false,"landing_page_url":"https://doi.org/10.1109/asonam.2016.7752290","pdf_url":null,"source":{"id":"https://openalex.org/S4363608003","display_name":"2016 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM)","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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5003684324","display_name":"Amanda Minnich","orcid":"https://orcid.org/0000-0001-8191-5322"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Amanda Minnich","raw_affiliation_strings":["University of New Mexico"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of New Mexico","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045707636","display_name":"Noor Abu-el-rub","orcid":"https://orcid.org/0000-0001-5260-7734"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Noor Abu-El-Rub","raw_affiliation_strings":["University of New Mexico"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of New Mexico","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043476271","display_name":"Maya Gokhale","orcid":"https://orcid.org/0000-0003-4229-5735"},"institutions":[{"id":"https://openalex.org/I1282311441","display_name":"Lawrence Livermore National Laboratory","ror":"https://ror.org/041nk4h53","country_code":"US","type":"facility","lineage":["https://openalex.org/I1282311441","https://openalex.org/I1330989302","https://openalex.org/I198811213","https://openalex.org/I4210138311"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Maya Gokhale","raw_affiliation_strings":["Lawrence Livermore National Laboratory"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Lawrence Livermore National Laboratory","institution_ids":["https://openalex.org/I1282311441"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074163062","display_name":"Ronald G. Minnich","orcid":"https://orcid.org/0009-0003-1777-562X"},"institutions":[{"id":"https://openalex.org/I1291425158","display_name":"Google (United States)","ror":"https://ror.org/00njsd438","country_code":"US","type":"company","lineage":["https://openalex.org/I1291425158","https://openalex.org/I4210128969"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ronald Minnich","raw_affiliation_strings":["Google Inc"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Google Inc","institution_ids":["https://openalex.org/I1291425158"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5025138797","display_name":"Abdullah Mueen","orcid":"https://orcid.org/0000-0002-4839-1624"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Abdullah Mueen","raw_affiliation_strings":["University of New Mexico"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of New Mexico","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.5241,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.6801189,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"555","last_page":"558"},"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/T12016","display_name":"Web Data Mining and Analysis","score":0.9994999766349792,"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/T10028","display_name":"Topic Modeling","score":0.9979000091552734,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6340810060501099},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.34090036153793335},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.335265189409256},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.3271838128566742},{"id":"https://openalex.org/keywords/internet-privacy","display_name":"Internet privacy","score":0.32704588770866394}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6340810060501099},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.34090036153793335},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.335265189409256},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.3271838128566742},{"id":"https://openalex.org/C108827166","wikidata":"https://www.wikidata.org/wiki/Q175975","display_name":"Internet privacy","level":1,"score":0.32704588770866394}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/asonam.2016.7752290","is_oa":false,"landing_page_url":"https://doi.org/10.1109/asonam.2016.7752290","pdf_url":null,"source":{"id":"https://openalex.org/S4363608003","display_name":"2016 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM)","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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","score":0.5600000023841858,"display_name":"Industry, innovation and infrastructure"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":14,"referenced_works":["https://openalex.org/W2061873838","https://openalex.org/W2097606805","https://openalex.org/W2103063352","https://openalex.org/W2106095291","https://openalex.org/W2123442489","https://openalex.org/W2133280805","https://openalex.org/W2166706824","https://openalex.org/W2212259974","https://openalex.org/W2251939518","https://openalex.org/W2282288858","https://openalex.org/W3099880460","https://openalex.org/W6679915538","https://openalex.org/W6691459498","https://openalex.org/W6695774259"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052","https://openalex.org/W4402327032","https://openalex.org/W2382290278"],"abstract_inverted_index":{"How":[0],"can":[1],"we":[2,64],"automatically":[3],"clean":[4],"and":[5,23,28,43,70,77],"curate":[6],"online":[7,17],"reviews":[8,18],"to":[9,30,75],"better":[10],"mine":[11],"them":[12],"for":[13],"knowledge":[14],"discovery?":[15],"Typical":[16],"are":[19],"full":[20],"of":[21,68,85,95],"noise":[22],"abnormalities,":[24],"hindering":[25],"semantic":[26],"analysis":[27],"leading":[29],"a":[31],"poor":[32],"customer":[33],"experience.":[34],"Abnormalities":[35],"include":[36],"non-standard":[37],"characters,":[38],"unstructured":[39],"punctuation,":[40],"different/multiple":[41],"languages,":[42],"misspelled":[44],"words.":[45],"Worse":[46],"still,":[47],"people":[48],"will":[49],"leave":[50],"\u201cjunk\u201d":[51],"text,":[52],"which":[53],"is":[54],"either":[55],"completely":[56],"nonsensical,":[57],"spam,":[58],"or":[59],"fraudulent.":[60],"In":[61],"this":[62],"paper,":[63],"describe":[65],"three":[66],"types":[67],"noisy":[69],"abnormal":[71],"reviews,":[72],"discuss":[73],"methods":[74],"detect":[76],"filter":[78],"them,":[79],"and,":[80],"finally,":[81],"show":[82],"the":[83,91],"effectiveness":[84],"our":[86],"cleaning":[87],"process":[88],"by":[89],"improving":[90],"overall":[92],"distributional":[93],"characteristics":[94],"review":[96],"datasets.":[97]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2021,"cited_by_count":2},{"year":2019,"cited_by_count":1},{"year":2017,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}
