{"id":"https://openalex.org/W2990261785","doi":"https://doi.org/10.1109/smc.2019.8914323","title":"Authorship Analysis of Online Predatory Conversations using Character Level Convolution Neural Networks","display_name":"Authorship Analysis of Online Predatory Conversations using Character Level Convolution Neural Networks","publication_year":2019,"publication_date":"2019-10-01","ids":{"openalex":"https://openalex.org/W2990261785","doi":"https://doi.org/10.1109/smc.2019.8914323","mag":"2990261785"},"language":"en","primary_location":{"id":"doi:10.1109/smc.2019.8914323","is_oa":false,"landing_page_url":"https://doi.org/10.1109/smc.2019.8914323","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 IEEE International Conference on Systems, Man and Cybernetics (SMC)","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/A5064041005","display_name":"Kanishka Misra","orcid":"https://orcid.org/0000-0002-7261-5691"},"institutions":[{"id":"https://openalex.org/I219193219","display_name":"Purdue University West Lafayette","ror":"https://ror.org/02dqehb95","country_code":"US","type":"education","lineage":["https://openalex.org/I219193219"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Kanishka Misra","raw_affiliation_strings":["Department of Computer and Information Technology, Purdue University, USA"],"affiliations":[{"raw_affiliation_string":"Department of Computer and Information Technology, Purdue University, USA","institution_ids":["https://openalex.org/I219193219"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027269790","display_name":"Hemanth Devarapalli","orcid":"https://orcid.org/0009-0002-8945-131X"},"institutions":[{"id":"https://openalex.org/I219193219","display_name":"Purdue University West Lafayette","ror":"https://ror.org/02dqehb95","country_code":"US","type":"education","lineage":["https://openalex.org/I219193219"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Hemanth Devarapalli","raw_affiliation_strings":["Department of Computer and Information Technology, Purdue University, USA"],"affiliations":[{"raw_affiliation_string":"Department of Computer and Information Technology, Purdue University, USA","institution_ids":["https://openalex.org/I219193219"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084678287","display_name":"Tatiana Ringenberg","orcid":"https://orcid.org/0000-0002-9851-6341"},"institutions":[{"id":"https://openalex.org/I219193219","display_name":"Purdue University West Lafayette","ror":"https://ror.org/02dqehb95","country_code":"US","type":"education","lineage":["https://openalex.org/I219193219"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Tatiana R. Ringenberg","raw_affiliation_strings":["Department of Computer and Information Technology, Purdue University, USA"],"affiliations":[{"raw_affiliation_string":"Department of Computer and Information Technology, Purdue University, USA","institution_ids":["https://openalex.org/I219193219"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5055392823","display_name":"Julia Taylor Rayz","orcid":"https://orcid.org/0000-0003-3786-2416"},"institutions":[{"id":"https://openalex.org/I219193219","display_name":"Purdue University West Lafayette","ror":"https://ror.org/02dqehb95","country_code":"US","type":"education","lineage":["https://openalex.org/I219193219"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Julia Taylor Rayz","raw_affiliation_strings":["Department of Computer and Information Technology, Purdue University, USA"],"affiliations":[{"raw_affiliation_string":"Department of Computer and Information Technology, Purdue University, USA","institution_ids":["https://openalex.org/I219193219"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5064041005"],"corresponding_institution_ids":["https://openalex.org/I219193219"],"apc_list":null,"apc_paid":null,"fwci":0.7001,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.78647117,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"623","last_page":"628"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12380","display_name":"Authorship Attribution and Profiling","score":1.0,"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"}},"topics":[{"id":"https://openalex.org/T12380","display_name":"Authorship Attribution and Profiling","score":1.0,"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/T12262","display_name":"Hate Speech and Cyberbullying Detection","score":0.9958000183105469,"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":0.9767000079154968,"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":0.7557128667831421},{"id":"https://openalex.org/keywords/authorship-attribution","display_name":"Authorship attribution","score":0.7309601306915283},{"id":"https://openalex.org/keywords/social-media","display_name":"Social media","score":0.6105056405067444},{"id":"https://openalex.org/keywords/attribution","display_name":"Attribution","score":0.5841657519340515},{"id":"https://openalex.org/keywords/character","display_name":"Character (mathematics)","score":0.5336597561836243},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.500140905380249},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.37982285022735596},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.3699832856655121},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.36544185876846313},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.36293017864227295},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.12049657106399536}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7557128667831421},{"id":"https://openalex.org/C3020202489","wikidata":"https://www.wikidata.org/wiki/Q2032038","display_name":"Authorship attribution","level":2,"score":0.7309601306915283},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.6105056405067444},{"id":"https://openalex.org/C143299363","wikidata":"https://www.wikidata.org/wiki/Q900584","display_name":"Attribution","level":2,"score":0.5841657519340515},{"id":"https://openalex.org/C2780861071","wikidata":"https://www.wikidata.org/wiki/Q1062934","display_name":"Character (mathematics)","level":2,"score":0.5336597561836243},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.500140905380249},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.37982285022735596},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3699832856655121},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.36544185876846313},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.36293017864227295},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.12049657106399536},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","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/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"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:10.1109/smc.2019.8914323","is_oa":false,"landing_page_url":"https://doi.org/10.1109/smc.2019.8914323","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 IEEE International Conference on Systems, Man and Cybernetics (SMC)","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":39,"referenced_works":["https://openalex.org/W31924142","https://openalex.org/W1569596443","https://openalex.org/W1832693441","https://openalex.org/W1964642694","https://openalex.org/W1970948046","https://openalex.org/W2025403586","https://openalex.org/W2066259047","https://openalex.org/W2072828027","https://openalex.org/W2123529824","https://openalex.org/W2136050570","https://openalex.org/W2151927635","https://openalex.org/W2164873076","https://openalex.org/W2171688411","https://openalex.org/W2187089797","https://openalex.org/W2465152470","https://openalex.org/W2523437799","https://openalex.org/W2556451603","https://openalex.org/W2578323649","https://openalex.org/W2605920423","https://openalex.org/W2742157926","https://openalex.org/W2802965656","https://openalex.org/W2889194293","https://openalex.org/W2912780347","https://openalex.org/W2916971918","https://openalex.org/W2927959350","https://openalex.org/W3017984758","https://openalex.org/W4206031910","https://openalex.org/W4244053005","https://openalex.org/W4250089123","https://openalex.org/W4285719527","https://openalex.org/W6600663431","https://openalex.org/W6601259205","https://openalex.org/W6678452663","https://openalex.org/W6680190889","https://openalex.org/W6682813683","https://openalex.org/W6684085756","https://openalex.org/W6685002673","https://openalex.org/W6727380541","https://openalex.org/W6753849986"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W2035546108","https://openalex.org/W2376361520","https://openalex.org/W2133328864","https://openalex.org/W2093949997","https://openalex.org/W2570200690","https://openalex.org/W3213969421","https://openalex.org/W4205570701","https://openalex.org/W2975078241","https://openalex.org/W2623063325"],"abstract_inverted_index":{"Authorship":[0,106],"Attribution":[1,107],"(AA)":[2],"of":[3,29,45,53,83,92],"written":[4],"content":[5],"presents":[6],"several":[7],"advantages":[8],"within":[9],"the":[10,43,93],"digital":[11],"forensics":[12],"domain.":[13],"While":[14],"AA":[15,31],"has":[16],"been":[17],"traditionally":[18],"applied":[19],"to":[20,63,66,102],"long":[21],"documents,":[22],"recent":[23],"works":[24],"have":[25,57],"shown":[26],"improved":[27],"performance":[28,100],"neural":[30],"models":[32],"on":[33,80],"short":[34],"texts":[35],"such":[36],"as":[37,48,50],"tweets":[38],"and":[39,88,108,113],"online":[40,67,84],"conversations":[41,85],"Concurrently,":[42],"rise":[44],"social":[46],"media":[47],"well":[49],"a":[51,81],"plethora":[52],"chat":[54],"messaging":[55],"platforms":[56],"made":[58],"it":[59],"easier":[60],"for":[61,105],"teenagers":[62],"be":[64],"vulnerable":[65],"predators.":[68],"In":[69],"this":[70],"work,":[71],"we":[72],"present":[73],"an":[74],"authorship":[75],"attribution":[76],"model":[77],"that":[78],"trains":[79],"corpus":[82],"involving":[86],"predators,":[87],"perform":[89],"subsequent":[90],"analysis":[91],"message":[94,115],"representations.":[95],"Our":[96],"results":[97],"show":[98],"comparable":[99],"relative":[101],"prior":[103],"work":[104],"highlight":[109],"differences":[110],"between":[111],"predatory":[112],"non-predatory":[114],"styles.":[116]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":3}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
