{"id":"https://openalex.org/W2912484932","doi":"https://doi.org/10.1145/3308558.3313647","title":"Think Outside the Dataset","display_name":"Think Outside the Dataset","publication_year":2019,"publication_date":"2019-05-13","ids":{"openalex":"https://openalex.org/W2912484932","doi":"https://doi.org/10.1145/3308558.3313647","mag":"2912484932"},"language":"en","primary_location":{"id":"doi:10.1145/3308558.3313647","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3308558.3313647","pdf_url":null,"source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The World Wide Web Conference","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1145/3308558.3313647","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5076332929","display_name":"Shirin Nilizadeh","orcid":"https://orcid.org/0000-0002-0539-3742"},"institutions":[{"id":"https://openalex.org/I189196454","display_name":"The University of Texas at Arlington","ror":"https://ror.org/019kgqr73","country_code":"US","type":"education","lineage":["https://openalex.org/I189196454"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Shirin Nilizadeh","raw_affiliation_strings":["University of Texas, at Arlington"],"affiliations":[{"raw_affiliation_string":"University of Texas, at Arlington","institution_ids":["https://openalex.org/I189196454"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072290972","display_name":"Hojjat Aghakhani","orcid":null},"institutions":[{"id":"https://openalex.org/I154570441","display_name":"University of California, Santa Barbara","ror":"https://ror.org/02t274463","country_code":"US","type":"education","lineage":["https://openalex.org/I154570441"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Hojjat Aghakhani","raw_affiliation_strings":["University of California Santa Barbara"],"affiliations":[{"raw_affiliation_string":"University of California Santa Barbara","institution_ids":["https://openalex.org/I154570441"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073278833","display_name":"Eric Gustafson","orcid":"https://orcid.org/0009-0001-2371-9486"},"institutions":[{"id":"https://openalex.org/I154570441","display_name":"University of California, Santa Barbara","ror":"https://ror.org/02t274463","country_code":"US","type":"education","lineage":["https://openalex.org/I154570441"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Eric Gustafson","raw_affiliation_strings":["University of California Santa Barbara"],"affiliations":[{"raw_affiliation_string":"University of California Santa Barbara","institution_ids":["https://openalex.org/I154570441"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5022177364","display_name":"Christopher Kruegel","orcid":"https://orcid.org/0000-0001-5140-3414"},"institutions":[{"id":"https://openalex.org/I154570441","display_name":"University of California, Santa Barbara","ror":"https://ror.org/02t274463","country_code":"US","type":"education","lineage":["https://openalex.org/I154570441"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Christopher Kruegel","raw_affiliation_strings":["University of California Santa Barbara"],"affiliations":[{"raw_affiliation_string":"University of California Santa Barbara","institution_ids":["https://openalex.org/I154570441"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5075685499","display_name":"Giovanni Vigna","orcid":"https://orcid.org/0000-0002-3422-5369"},"institutions":[{"id":"https://openalex.org/I154570441","display_name":"University of California, Santa Barbara","ror":"https://ror.org/02t274463","country_code":"US","type":"education","lineage":["https://openalex.org/I154570441"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Giovanni Vigna","raw_affiliation_strings":["University of California Santa Barbara"],"affiliations":[{"raw_affiliation_string":"University of California Santa Barbara","institution_ids":["https://openalex.org/I154570441"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5076332929"],"corresponding_institution_ids":["https://openalex.org/I189196454"],"apc_list":null,"apc_paid":null,"fwci":3.7306,"has_fulltext":false,"cited_by_count":21,"citation_normalized_percentile":{"value":0.93895506,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"3108","last_page":"3115"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11644","display_name":"Spam and Phishing Detection","score":0.9957000017166138,"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":0.9957000017166138,"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/T12592","display_name":"Opinion Dynamics and Social Influence","score":0.9908999800682068,"subfield":{"id":"https://openalex.org/subfields/3109","display_name":"Statistical and Nonlinear Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10064","display_name":"Complex Network Analysis Techniques","score":0.9900000095367432,"subfield":{"id":"https://openalex.org/subfields/3109","display_name":"Statistical and Nonlinear Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/reputation","display_name":"Reputation","score":0.8202883005142212},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7107579112052917},{"id":"https://openalex.org/keywords/conversation","display_name":"Conversation","score":0.683649480342865},{"id":"https://openalex.org/keywords/point","display_name":"Point (geometry)","score":0.629224956035614},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.5831031799316406},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.5763366222381592},{"id":"https://openalex.org/keywords/reputation-management","display_name":"Reputation management","score":0.470541775226593},{"id":"https://openalex.org/keywords/crowdsourcing","display_name":"Crowdsourcing","score":0.4350090026855469},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.3821401000022888},{"id":"https://openalex.org/keywords/sociology","display_name":"Sociology","score":0.08912140130996704}],"concepts":[{"id":"https://openalex.org/C48798503","wikidata":"https://www.wikidata.org/wiki/Q877546","display_name":"Reputation","level":2,"score":0.8202883005142212},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7107579112052917},{"id":"https://openalex.org/C2777200299","wikidata":"https://www.wikidata.org/wiki/Q52943","display_name":"Conversation","level":2,"score":0.683649480342865},{"id":"https://openalex.org/C28719098","wikidata":"https://www.wikidata.org/wiki/Q44946","display_name":"Point (geometry)","level":2,"score":0.629224956035614},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.5831031799316406},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.5763366222381592},{"id":"https://openalex.org/C2985362895","wikidata":"https://www.wikidata.org/wiki/Q478594","display_name":"Reputation management","level":3,"score":0.470541775226593},{"id":"https://openalex.org/C62230096","wikidata":"https://www.wikidata.org/wiki/Q275969","display_name":"Crowdsourcing","level":2,"score":0.4350090026855469},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.3821401000022888},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.08912140130996704},{"id":"https://openalex.org/C46312422","wikidata":"https://www.wikidata.org/wiki/Q11024","display_name":"Communication","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"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/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":1,"locations":[{"id":"doi:10.1145/3308558.3313647","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3308558.3313647","pdf_url":null,"source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The World Wide Web Conference","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.1145/3308558.3313647","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3308558.3313647","pdf_url":null,"source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The World Wide Web Conference","raw_type":"proceedings-article"},"sustainable_development_goals":[{"display_name":"Peace, Justice and strong institutions","score":0.7799999713897705,"id":"https://metadata.un.org/sdg/16"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":49,"referenced_works":["https://openalex.org/W639907764","https://openalex.org/W893486657","https://openalex.org/W1480376833","https://openalex.org/W1882350379","https://openalex.org/W1930624869","https://openalex.org/W1975684011","https://openalex.org/W1975909792","https://openalex.org/W1976467781","https://openalex.org/W2003539379","https://openalex.org/W2016266039","https://openalex.org/W2042190395","https://openalex.org/W2047756776","https://openalex.org/W2058815839","https://openalex.org/W2103063352","https://openalex.org/W2105689297","https://openalex.org/W2106568252","https://openalex.org/W2113335527","https://openalex.org/W2124637344","https://openalex.org/W2129018774","https://openalex.org/W2131681506","https://openalex.org/W2133728064","https://openalex.org/W2137974413","https://openalex.org/W2142261479","https://openalex.org/W2143017621","https://openalex.org/W2148143831","https://openalex.org/W2150281577","https://openalex.org/W2150874198","https://openalex.org/W2151496550","https://openalex.org/W2159359879","https://openalex.org/W2168069066","https://openalex.org/W2171304305","https://openalex.org/W2189187207","https://openalex.org/W2192783609","https://openalex.org/W2218242280","https://openalex.org/W2251030241","https://openalex.org/W2251645975","https://openalex.org/W2330210193","https://openalex.org/W2350778671","https://openalex.org/W2406149405","https://openalex.org/W2752337926","https://openalex.org/W2911964244","https://openalex.org/W2949957935","https://openalex.org/W2963115556","https://openalex.org/W3099768174","https://openalex.org/W3124804010","https://openalex.org/W4251372957","https://openalex.org/W4298025466","https://openalex.org/W6691103430","https://openalex.org/W6713444266"],"related_works":["https://openalex.org/W2150669607","https://openalex.org/W67683368","https://openalex.org/W2373768903","https://openalex.org/W2005254893","https://openalex.org/W2886854648","https://openalex.org/W2355218793","https://openalex.org/W2122827125","https://openalex.org/W3125171412","https://openalex.org/W4238452215","https://openalex.org/W2348491339"],"abstract_inverted_index":{"While":[0],"online":[1],"review":[2,43],"services":[3],"provide":[4],"a":[5,32,56],"two-way":[6],"conversation":[7],"between":[8],"brands":[9],"and":[10,85,92],"consumers,":[11],"malicious":[12],"actors,":[13],"including":[14],"misbehaving":[15],"businesses,":[16],"have":[17],"an":[18,80],"equal":[19],"opportunity":[20],"to":[21,51,73,97],"distort":[22],"the":[23,65],"reviews":[24,63,91],"for":[25,34],"their":[26],"own":[27],"gains.":[28],"We":[29,77],"propose":[30],"OneReview,":[31],"method":[33],"locating":[35],"fraudulent":[36,99],"reviews,":[37],"correlating":[38],"data":[39],"from":[40,88],"multiple":[41,69],"crowd-sourced":[42],"sites.":[44],"Our":[45],"approach":[46],"utilizes":[47],"Change":[48],"Point":[49],"Analysis":[50],"locate":[52],"points":[53],"at":[54],"which":[55],"business'":[57],"reputation":[58],"shifts.":[59],"Inconsistent":[60],"trends":[61],"in":[62],"of":[64,83],"same":[66],"businesses":[67],"across":[68],"websites":[70],"are":[71],"used":[72],"identify":[74],"suspicious":[75,90],"reviews.":[76,100],"then":[78],"extract":[79],"extensive":[81],"set":[82],"textual":[84],"contextual":[86],"features":[87],"these":[89],"employ":[93],"supervised":[94],"machine":[95],"learning":[96],"detect":[98]},"counts_by_year":[{"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":7},{"year":2020,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}