{"id":"https://openalex.org/W2954524832","doi":"https://doi.org/10.1145/3339252.3340508","title":"Assessing the Applicability of Authorship Verification Methods","display_name":"Assessing the Applicability of Authorship Verification Methods","publication_year":2019,"publication_date":"2019-08-09","ids":{"openalex":"https://openalex.org/W2954524832","doi":"https://doi.org/10.1145/3339252.3340508","mag":"2954524832"},"language":"en","primary_location":{"id":"doi:10.1145/3339252.3340508","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3339252.3340508","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 14th International Conference on Availability, Reliability and Security","raw_type":"proceedings-article"},"type":"article","indexed_in":["arxiv","crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/1906.10551","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":null,"display_name":"Oren Halvani","orcid":null},"institutions":[{"id":"https://openalex.org/I4210133470","display_name":"Fraunhofer Institute for Secure Information Technology","ror":"https://ror.org/03qt2gs44","country_code":"DE","type":"facility","lineage":["https://openalex.org/I4210133470","https://openalex.org/I4923324"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Oren Halvani","raw_affiliation_strings":["Fraunhofer Institute for Secure, Information Technology SIT, Darmstadt, Germany"],"affiliations":[{"raw_affiliation_string":"Fraunhofer Institute for Secure, Information Technology SIT, Darmstadt, Germany","institution_ids":["https://openalex.org/I4210133470"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Christian Winter","orcid":null},"institutions":[{"id":"https://openalex.org/I4210133470","display_name":"Fraunhofer Institute for Secure Information Technology","ror":"https://ror.org/03qt2gs44","country_code":"DE","type":"facility","lineage":["https://openalex.org/I4210133470","https://openalex.org/I4923324"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Christian Winter","raw_affiliation_strings":["Fraunhofer Institute for Secure, Information Technology SIT, Darmstadt, Germany"],"affiliations":[{"raw_affiliation_string":"Fraunhofer Institute for Secure, Information Technology SIT, Darmstadt, Germany","institution_ids":["https://openalex.org/I4210133470"]}]},{"author_position":"last","author":{"id":null,"display_name":"Lukas Graner","orcid":null},"institutions":[{"id":"https://openalex.org/I4210133470","display_name":"Fraunhofer Institute for Secure Information Technology","ror":"https://ror.org/03qt2gs44","country_code":"DE","type":"facility","lineage":["https://openalex.org/I4210133470","https://openalex.org/I4923324"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Lukas Graner","raw_affiliation_strings":["Fraunhofer Institute for Secure, Information Technology SIT, Darmstadt, Germany"],"affiliations":[{"raw_affiliation_string":"Fraunhofer Institute for Secure, Information Technology SIT, Darmstadt, Germany","institution_ids":["https://openalex.org/I4210133470"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I4210133470"],"apc_list":null,"apc_paid":null,"fwci":0.8671,"has_fulltext":false,"cited_by_count":15,"citation_normalized_percentile":{"value":0.80778662,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"10"},"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":0.9883999824523926,"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/T10181","display_name":"Natural Language Processing Techniques","score":0.9776999950408936,"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/field","display_name":"Field (mathematics)","score":0.5688999891281128},{"id":"https://openalex.org/keywords/digital-forensics","display_name":"Digital forensics","score":0.4851999878883362},{"id":"https://openalex.org/keywords/subject","display_name":"Subject (documents)","score":0.451200008392334},{"id":"https://openalex.org/keywords/state","display_name":"State (computer science)","score":0.28439998626708984}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6836000084877014},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.5688999891281128},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.4999000132083893},{"id":"https://openalex.org/C84418412","wikidata":"https://www.wikidata.org/wiki/Q3246940","display_name":"Digital forensics","level":2,"score":0.4851999878883362},{"id":"https://openalex.org/C2777855551","wikidata":"https://www.wikidata.org/wiki/Q12310021","display_name":"Subject (documents)","level":2,"score":0.451200008392334},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.3635999858379364},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.2930000126361847},{"id":"https://openalex.org/C48103436","wikidata":"https://www.wikidata.org/wiki/Q599031","display_name":"State (computer science)","level":2,"score":0.28439998626708984},{"id":"https://openalex.org/C3020202489","wikidata":"https://www.wikidata.org/wiki/Q2032038","display_name":"Authorship attribution","level":2,"score":0.2809000015258789},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.28060001134872437},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2662999927997589}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1145/3339252.3340508","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3339252.3340508","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 14th International Conference on Availability, Reliability and Security","raw_type":"proceedings-article"},{"id":"pmh:oai:arXiv.org:1906.10551","is_oa":true,"landing_page_url":"http://arxiv.org/abs/1906.10551","pdf_url":"https://arxiv.org/pdf/1906.10551","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},{"id":"pmh:oai:fraunhofer.de:N-561959","is_oa":true,"landing_page_url":"http://publica.fraunhofer.de/documents/N-561959.html","pdf_url":null,"source":{"id":"https://openalex.org/S4306400801","display_name":"Publikationsdatenbank der Fraunhofer-Gesellschaft (Fraunhofer-Gesellschaft)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4923324","host_organization_name":"Fraunhofer-Gesellschaft","host_organization_lineage":["https://openalex.org/I4923324"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Fraunhofer SIT","raw_type":"Conference Paper"},{"id":"pmh:oai:publica.fraunhofer.de:publica/405400","is_oa":false,"landing_page_url":"https://publica.fraunhofer.de/handle/publica/405400","pdf_url":null,"source":{"id":"https://openalex.org/S4306400318","display_name":"Fraunhofer-Publica (Fraunhofer-Gesellschaft)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4923324","host_organization_name":"Fraunhofer-Gesellschaft","host_organization_lineage":["https://openalex.org/I4923324"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"conference paper"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:1906.10551","is_oa":true,"landing_page_url":"http://arxiv.org/abs/1906.10551","pdf_url":"https://arxiv.org/pdf/1906.10551","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W97622686","https://openalex.org/W134499443","https://openalex.org/W1975454761","https://openalex.org/W2053878916","https://openalex.org/W2065218635","https://openalex.org/W2118537526","https://openalex.org/W2160890900","https://openalex.org/W2165431734","https://openalex.org/W2324347541","https://openalex.org/W2537787114","https://openalex.org/W2740642134","https://openalex.org/W2745072496","https://openalex.org/W2817093340","https://openalex.org/W2946034758","https://openalex.org/W3004022289"],"related_works":[],"abstract_inverted_index":{"Authorship":[0],"verification":[1,159,205],"(AV)":[2],"is":[3,79],"a":[4,46,139],"research":[5],"subject":[6],"in":[7,70,173],"the":[8,18,27,31,50,55,94,116,120,150],"field":[9],"of":[10,38,58,76,96,119,142,149,187],"digital":[11],"text":[12],"forensics":[13],"that":[14,54,90,147,197],"concerns":[15],"itself":[16],"with":[17,156,183],"question,":[19],"whether":[20],"two":[21,33,175],"documents":[22,177],"have":[23],"been":[24],"written":[25,179],"by":[26,84],"same":[28],"person.":[29],"During":[30],"past":[32],"decades,":[34],"an":[35,184],"increasing":[36],"number":[37],"proposed":[39],"AV":[40,100,113],"approaches":[41],"can":[42],"be":[43],"observed.":[44],"However,":[45,193],"closer":[47],"look":[48],"at":[49,180],"respective":[51],"studies":[52],"reveals":[53],"underlying":[56],"characteristics":[57],"these":[59,104],"methods":[60,124,151,200],"are":[61,152,201],"rarely":[62],"addressed,":[63],"which":[64,174],"raises":[65],"doubts":[66],"regarding":[67],"their":[68],"applicability":[69],"real":[71],"forensic":[72],"settings.":[73],"The":[74,122],"objective":[75],"this":[77,82],"paper":[78],"to":[80,92,154,203],"fill":[81],"gap":[83],"proposing":[85],"clear":[86],"criteria":[87],"and":[88,98,128],"properties":[89],"aim":[91],"improve":[93],"characterization":[95],"existing":[97,112],"future":[99],"approaches.":[101],"Based":[102],"on":[103,130,138],"properties,":[105],"we":[106,194],"conduct":[107],"three":[108,131],"experiments":[109],"using":[110],"12":[111],"approaches,":[114],"including":[115],"current":[117],"state":[118],"art.":[121],"examined":[123],"were":[125,178],"trained,":[126],"optimized":[127],"evaluated":[129],"self-compiled":[132],"corpora,":[133],"where":[134],"each":[135],"corpus":[136],"focuses":[137],"different":[140,181],"aspect":[141],"applicability.":[143],"Our":[144],"results":[145],"indicate":[146],"part":[148],"able":[153],"cope":[155],"very":[157],"challenging":[158],"cases":[160,172,206],"such":[161],"as":[162],"250":[163],"characters":[164],"long":[165],"informal":[166],"chat":[167],"conversations":[168],"(72.7%":[169],"accuracy)":[170],"or":[171],"scientific":[176],"times":[182],"average":[185],"difference":[186],"15.6":[188],"years":[189],"(>":[190],"75%":[191],"accuracy).":[192],"also":[195],"identified":[196],"all":[198],"involved":[199],"prone":[202],"cross-topic":[204]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":6},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":1}],"updated_date":"2026-04-16T08:26:57.006410","created_date":"2019-07-12T00:00:00"}
