{"id":"https://openalex.org/W2975170607","doi":"https://doi.org/10.1109/icdim.2018.8846971","title":"Exploiting Function Words Feature in Classifying Deceptive and Truthful Reviews","display_name":"Exploiting Function Words Feature in Classifying Deceptive and Truthful Reviews","publication_year":2018,"publication_date":"2018-09-01","ids":{"openalex":"https://openalex.org/W2975170607","doi":"https://doi.org/10.1109/icdim.2018.8846971","mag":"2975170607"},"language":"en","primary_location":{"id":"doi:10.1109/icdim.2018.8846971","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icdim.2018.8846971","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 Thirteenth International Conference on Digital Information Management (ICDIM)","raw_type":"proceedings-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/A5058707564","display_name":"Al Hafiz Akbar Maulana Siagian","orcid":"https://orcid.org/0000-0003-0311-3134"},"institutions":[{"id":"https://openalex.org/I96036126","display_name":"Kumamoto University","ror":"https://ror.org/02cgss904","country_code":"JP","type":"education","lineage":["https://openalex.org/I96036126"]}],"countries":["JP"],"is_corresponding":true,"raw_author_name":"Al Hafiz Akbar Maulana Siagian","raw_affiliation_strings":["Computer Science and Electrical Engineering, Graduate School of Science and Technology, Kumamoto University, Kumamoto, Japan"],"affiliations":[{"raw_affiliation_string":"Computer Science and Electrical Engineering, Graduate School of Science and Technology, Kumamoto University, Kumamoto, Japan","institution_ids":["https://openalex.org/I96036126"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5010583900","display_name":"Masayoshi Aritsugi","orcid":"https://orcid.org/0000-0003-0861-849X"},"institutions":[{"id":"https://openalex.org/I96036126","display_name":"Kumamoto University","ror":"https://ror.org/02cgss904","country_code":"JP","type":"education","lineage":["https://openalex.org/I96036126"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Masayoshi Aritsugi","raw_affiliation_strings":["Big Data Science and Technology, Faculty of Advanced Science and Technology, Kumamoto University, Kumamoto, Japan"],"affiliations":[{"raw_affiliation_string":"Big Data Science and Technology, Faculty of Advanced Science and Technology, Kumamoto University, Kumamoto, Japan","institution_ids":["https://openalex.org/I96036126"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5058707564"],"corresponding_institution_ids":["https://openalex.org/I96036126"],"apc_list":null,"apc_paid":null,"fwci":0.7854,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.83365514,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":"12","issue":null,"first_page":"51","last_page":"56"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11644","display_name":"Spam and Phishing Detection","score":0.9998000264167786,"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":0.9998000264167786,"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/T12380","display_name":"Authorship Attribution and Profiling","score":0.9998000264167786,"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":0.9977999925613403,"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/feature-selection","display_name":"Feature selection","score":0.7111788392066956},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.6723455786705017},{"id":"https://openalex.org/keywords/robustness","display_name":"Robustness (evolution)","score":0.6649370789527893},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6628844738006592},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6433415412902832},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5214011669158936},{"id":"https://openalex.org/keywords/character","display_name":"Character (mathematics)","score":0.4875313937664032},{"id":"https://openalex.org/keywords/word","display_name":"Word (group theory)","score":0.4753691554069519},{"id":"https://openalex.org/keywords/exploit","display_name":"Exploit","score":0.4544655382633209},{"id":"https://openalex.org/keywords/information-gain","display_name":"Information gain","score":0.453153133392334},{"id":"https://openalex.org/keywords/function","display_name":"Function (biology)","score":0.4483925402164459},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.4337943196296692},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1937359869480133},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.08872166275978088}],"concepts":[{"id":"https://openalex.org/C148483581","wikidata":"https://www.wikidata.org/wiki/Q446488","display_name":"Feature selection","level":2,"score":0.7111788392066956},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.6723455786705017},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.6649370789527893},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6628844738006592},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6433415412902832},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5214011669158936},{"id":"https://openalex.org/C2780861071","wikidata":"https://www.wikidata.org/wiki/Q1062934","display_name":"Character (mathematics)","level":2,"score":0.4875313937664032},{"id":"https://openalex.org/C90805587","wikidata":"https://www.wikidata.org/wiki/Q10944557","display_name":"Word (group theory)","level":2,"score":0.4753691554069519},{"id":"https://openalex.org/C165696696","wikidata":"https://www.wikidata.org/wiki/Q11287","display_name":"Exploit","level":2,"score":0.4544655382633209},{"id":"https://openalex.org/C2983203078","wikidata":"https://www.wikidata.org/wiki/Q255166","display_name":"Information gain","level":2,"score":0.453153133392334},{"id":"https://openalex.org/C14036430","wikidata":"https://www.wikidata.org/wiki/Q3736076","display_name":"Function (biology)","level":2,"score":0.4483925402164459},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.4337943196296692},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1937359869480133},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.08872166275978088},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","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/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C78458016","wikidata":"https://www.wikidata.org/wiki/Q840400","display_name":"Evolutionary biology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icdim.2018.8846971","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icdim.2018.8846971","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 Thirteenth International Conference on Digital Information Management (ICDIM)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":31,"referenced_works":["https://openalex.org/W23149702","https://openalex.org/W790897563","https://openalex.org/W848902177","https://openalex.org/W893486657","https://openalex.org/W1979504415","https://openalex.org/W1981745473","https://openalex.org/W2072828027","https://openalex.org/W2101234009","https://openalex.org/W2133990480","https://openalex.org/W2136903812","https://openalex.org/W2144415203","https://openalex.org/W2161283199","https://openalex.org/W2179021455","https://openalex.org/W2250370120","https://openalex.org/W2251030241","https://openalex.org/W2251049886","https://openalex.org/W2251645975","https://openalex.org/W2338504097","https://openalex.org/W2549624130","https://openalex.org/W2754162875","https://openalex.org/W2760380084","https://openalex.org/W3124804010","https://openalex.org/W4211134195","https://openalex.org/W4250089123","https://openalex.org/W4293355737","https://openalex.org/W6622593596","https://openalex.org/W6675354045","https://openalex.org/W6680202767","https://openalex.org/W6684043126","https://openalex.org/W6685180615","https://openalex.org/W6691103430"],"related_works":["https://openalex.org/W2094189286","https://openalex.org/W4237536247","https://openalex.org/W2328484534","https://openalex.org/W16133775","https://openalex.org/W1975169174","https://openalex.org/W2465988918","https://openalex.org/W2367691850","https://openalex.org/W2360805930","https://openalex.org/W4308273529","https://openalex.org/W4237294917"],"abstract_inverted_index":{"In":[0,77,100],"this":[1,47,71,139],"paper,":[2],"we":[3,21,36,102],"exploit":[4],"function":[5,23,39],"words":[6,24,40],"as":[7,25,54],"a":[8,26],"feature":[9,28,66,86,105,135,149,155],"for":[10],"classifying":[11],"deceptive":[12,31,72],"and":[13,32,51,73,96],"truthful":[14,33,74],"opinions":[15],"in":[16,46,70,112],"the":[17,79,91,104,129,148,160],"online":[18],"reviews.":[19,34],"Initially,":[20],"employ":[22],"single":[27],"to":[29,126,158],"classify":[30],"Then,":[35],"combine":[37],"those":[38,89],"with":[41,114,138],"widely":[42],"used":[43],"text":[44],"features":[45],"task,":[48],"namely,":[49],"word":[50,95],"character":[52,97],"n-grams,":[53],"our":[55,64,83,119,132,152],"proposed":[56,65,84,120,133,153],"combination":[57,85,121,134,154],"feature.":[58,122],"The":[59,141],"experimental":[60],"results":[61,81],"exhibit":[62],"that":[63,108,145],"could":[67,87],"perform":[68],"well":[69],"reviews":[75],"classification.":[76],"particular,":[78],"obtained":[80],"of":[82,116,131],"outperform":[88],"using":[90],"baseline":[92],"feature,":[93],"i.e.,":[94],"n-grams":[98],"combinations.":[99],"addition,":[101],"apply":[103],"attribute":[106,150],"selection,":[107,151],"is,":[109],"Information":[110],"Gain":[111],"conjunction":[113],"Ranker":[115],"WEKA,":[117],"on":[118],"This":[123],"treatment":[124],"is":[125],"examine":[127],"further":[128],"robustness":[130],"when":[136],"dealing":[137],"task.":[140],"latter":[142],"experiment":[143],"shows":[144],"after":[146],"applying":[147],"was":[156],"able":[157],"increase":[159],"classification":[161],"results.":[162]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2019,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
