{"id":"https://openalex.org/W2844810377","doi":"https://doi.org/10.1109/siu.2018.8404365","title":"Deep learning approach for author verification problem on twitter","display_name":"Deep learning approach for author verification problem on twitter","publication_year":2018,"publication_date":"2018-05-01","ids":{"openalex":"https://openalex.org/W2844810377","doi":"https://doi.org/10.1109/siu.2018.8404365","mag":"2844810377"},"language":"en","primary_location":{"id":"doi:10.1109/siu.2018.8404365","is_oa":false,"landing_page_url":"https://doi.org/10.1109/siu.2018.8404365","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 26th Signal Processing and Communications Applications Conference (SIU)","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/A5045672719","display_name":"Murat Y\u0131lmaz","orcid":"https://orcid.org/0000-0002-2446-3224"},"institutions":[{"id":"https://openalex.org/I56303344","display_name":"Aselsan (Turkey)","ror":"https://ror.org/04knh8e66","country_code":"TR","type":"company","lineage":["https://openalex.org/I56303344"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Murat Yilmaz","raw_affiliation_strings":["ASELSAN A.&#x015E;., Ankara, T&#x00FC;rkiye"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"ASELSAN A.&#x015E;., Ankara, T&#x00FC;rkiye","institution_ids":["https://openalex.org/I56303344"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086727894","display_name":"Beg\u00fcm Mutlu","orcid":"https://orcid.org/0000-0003-1960-2143"},"institutions":[{"id":"https://openalex.org/I4210123976","display_name":"Gazi Hastanesi","ror":"https://ror.org/02qhp8q93","country_code":"TR","type":"healthcare","lineage":["https://openalex.org/I4210123976"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Begum Mutlu","raw_affiliation_strings":["Bilgisayar M&#x00FC;hendisli&#x011F;i, Gazi &#x00DC;niversitesi, Ankara, T&#x00FC;rkiye"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Bilgisayar M&#x00FC;hendisli&#x011F;i, Gazi &#x00DC;niversitesi, Ankara, T&#x00FC;rkiye","institution_ids":["https://openalex.org/I4210123976"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032010345","display_name":"An\u0131l Utku","orcid":"https://orcid.org/0000-0002-7240-8713"},"institutions":[{"id":"https://openalex.org/I4210123976","display_name":"Gazi Hastanesi","ror":"https://ror.org/02qhp8q93","country_code":"TR","type":"healthcare","lineage":["https://openalex.org/I4210123976"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Anil Utku","raw_affiliation_strings":["Bilgisayar M&#x00FC;hendisli&#x011F;i, Gazi &#x00DC;niversitesi, Ankara, T&#x00FC;rkiye"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Bilgisayar M&#x00FC;hendisli&#x011F;i, Gazi &#x00DC;niversitesi, Ankara, T&#x00FC;rkiye","institution_ids":["https://openalex.org/I4210123976"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5089059522","display_name":"M. Ali Ak\u00e7ayol","orcid":"https://orcid.org/0000-0002-6615-1237"},"institutions":[{"id":"https://openalex.org/I4210123976","display_name":"Gazi Hastanesi","ror":"https://ror.org/02qhp8q93","country_code":"TR","type":"healthcare","lineage":["https://openalex.org/I4210123976"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"M. Ali Akcayol","raw_affiliation_strings":["Bilgisayar M&#x00FC;hendisli&#x011F;i, Gazi &#x00DC;niversitesi, Ankara, T&#x00FC;rkiye"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Bilgisayar M&#x00FC;hendisli&#x011F;i, Gazi &#x00DC;niversitesi, Ankara, T&#x00FC;rkiye","institution_ids":["https://openalex.org/I4210123976"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.08043137,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"4"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11644","display_name":"Spam and Phishing Detection","score":0.9983999729156494,"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":0.9983999729156494,"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":0.9965000152587891,"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/T10028","display_name":"Topic Modeling","score":0.9926000237464905,"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":0.7680737972259521},{"id":"https://openalex.org/keywords/recall","display_name":"Recall","score":0.663402795791626},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6609984040260315},{"id":"https://openalex.org/keywords/social-media","display_name":"Social media","score":0.629475474357605},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.6093555092811584},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.5971603393554688},{"id":"https://openalex.org/keywords/multilayer-perceptron","display_name":"Multilayer perceptron","score":0.45777270197868347},{"id":"https://openalex.org/keywords/precision-and-recall","display_name":"Precision and recall","score":0.4259771406650543},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.32130175828933716},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.26662740111351013},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.17935588955879211},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.09172713756561279}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7680737972259521},{"id":"https://openalex.org/C100660578","wikidata":"https://www.wikidata.org/wiki/Q18733","display_name":"Recall","level":2,"score":0.663402795791626},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6609984040260315},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.629475474357605},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.6093555092811584},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.5971603393554688},{"id":"https://openalex.org/C179717631","wikidata":"https://www.wikidata.org/wiki/Q2991667","display_name":"Multilayer perceptron","level":3,"score":0.45777270197868347},{"id":"https://openalex.org/C81669768","wikidata":"https://www.wikidata.org/wiki/Q2359161","display_name":"Precision and recall","level":2,"score":0.4259771406650543},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.32130175828933716},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.26662740111351013},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.17935588955879211},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.09172713756561279},{"id":"https://openalex.org/C180747234","wikidata":"https://www.wikidata.org/wiki/Q23373","display_name":"Cognitive psychology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/siu.2018.8404365","is_oa":false,"landing_page_url":"https://doi.org/10.1109/siu.2018.8404365","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 26th Signal Processing and Communications Applications Conference (SIU)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":10,"referenced_works":["https://openalex.org/W1800296434","https://openalex.org/W2053968437","https://openalex.org/W2076434944","https://openalex.org/W2113125055","https://openalex.org/W2159642183","https://openalex.org/W2530979053","https://openalex.org/W2579653291","https://openalex.org/W2604249033","https://openalex.org/W2729909199","https://openalex.org/W3101036898"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W4375867731","https://openalex.org/W2118758177","https://openalex.org/W4330338194","https://openalex.org/W2153520307","https://openalex.org/W2611989081","https://openalex.org/W2151459719","https://openalex.org/W623261610","https://openalex.org/W2358294942","https://openalex.org/W4367460280"],"abstract_inverted_index":{"In":[0,30,74],"social":[1,56],"media,":[2],"there":[3],"are":[4],"a":[5,22,77,96],"large":[6],"number":[7],"of":[8,28,51,62,98],"parody":[9],"accounts":[10],"belong":[11],"to":[12,20,35,70],"well":[13],"known":[14],"people.":[15],"It":[16],"is":[17,60],"highly":[18],"important":[19],"distinguish":[21],"sharing":[23],"posted":[24],"by":[25,42],"these":[26],"kind":[27],"accounts.":[29],"literature,":[31],"this":[32,72,75],"problem,":[33],"referred":[34],"as":[36],"author":[37,89],"verification,":[38],"has":[39,66,85,111],"been":[40,68,86,112],"investigated":[41],"basing":[43],"traditional":[44],"machine":[45],"learning":[46,53,79],"methods.":[47],"However,":[48],"the":[49],"behavior":[50],"deep":[52,78],"methods":[54],"on":[55,82,92],"media":[57],"sharing,":[58],"which":[59],"composed":[61],"limited":[63],"text":[64],"length,":[65],"not":[67],"studied":[69],"solve":[71],"problem.":[73],"study,":[76],"approach":[80],"based":[81],"multilayer":[83],"perceptron":[84],"presented":[87],"for":[88],"verification":[90],"problem":[91],"Twitter":[93],"data.":[94],"As":[95],"result":[97],"experiments,":[99],"high":[100],"classification":[101],"success":[102],"(accuracy:":[103],"92.083%,":[104],"precision:":[105],"77.894%,":[106],"recall:":[107],"88.58%,":[108],"ROC-AUC:":[109],"95.95%)":[110],"obtained.":[113]},"counts_by_year":[{"year":2023,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
