{"id":"https://openalex.org/W2913760640","doi":"https://doi.org/10.1109/iisa.2018.8633681","title":"Neural Embeddings for Idiolect Identification","display_name":"Neural Embeddings for Idiolect Identification","publication_year":2018,"publication_date":"2018-07-01","ids":{"openalex":"https://openalex.org/W2913760640","doi":"https://doi.org/10.1109/iisa.2018.8633681","mag":"2913760640"},"language":"en","primary_location":{"id":"doi:10.1109/iisa.2018.8633681","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iisa.2018.8633681","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 9th International Conference on Information, Intelligence, Systems and Applications (IISA)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5044226148","display_name":"Konstantinos Perifanos","orcid":"https://orcid.org/0000-0002-8352-8294"},"institutions":[{"id":"https://openalex.org/I200777214","display_name":"National and Kapodistrian University of Athens","ror":"https://ror.org/04gnjpq42","country_code":"GR","type":"education","lineage":["https://openalex.org/I200777214"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Konstantinos Perifanos","raw_affiliation_strings":["Department of Linguistics, National and Kapodistrian University of Athens"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Linguistics, National and Kapodistrian University of Athens","institution_ids":["https://openalex.org/I200777214"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074277763","display_name":"Eirini Florou","orcid":null},"institutions":[{"id":"https://openalex.org/I200777214","display_name":"National and Kapodistrian University of Athens","ror":"https://ror.org/04gnjpq42","country_code":"GR","type":"education","lineage":["https://openalex.org/I200777214"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Eirini Florou","raw_affiliation_strings":["Department of Linguistics, National and Kapodistrian University of Athens"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Linguistics, National and Kapodistrian University of Athens","institution_ids":["https://openalex.org/I200777214"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5024731370","display_name":"Dionysis Goutsos","orcid":"https://orcid.org/0000-0002-2204-9740"},"institutions":[{"id":"https://openalex.org/I200777214","display_name":"National and Kapodistrian University of Athens","ror":"https://ror.org/04gnjpq42","country_code":"GR","type":"education","lineage":["https://openalex.org/I200777214"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Dionysis Goutsos","raw_affiliation_strings":["Department of Linguistics, National and Kapodistrian University of Athens"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Linguistics, National and Kapodistrian University of Athens","institution_ids":["https://openalex.org/I200777214"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I200777214"],"apc_list":null,"apc_paid":null,"fwci":0.2264,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.5609132,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"3"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12380","display_name":"Authorship Attribution and Profiling","score":0.9998999834060669,"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":0.9998999834060669,"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":0.9980999827384949,"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":0.9968000054359436,"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/word2vec","display_name":"Word2vec","score":0.8370614051818848},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7548648715019226},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.6520062685012817},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.6350217461585999},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6304845213890076},{"id":"https://openalex.org/keywords/writing-style","display_name":"Writing style","score":0.610166072845459},{"id":"https://openalex.org/keywords/style","display_name":"Style (visual arts)","score":0.6079514026641846},{"id":"https://openalex.org/keywords/probabilistic-logic","display_name":"Probabilistic logic","score":0.5841101408004761},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5583018064498901},{"id":"https://openalex.org/keywords/term","display_name":"Term (time)","score":0.533966600894928},{"id":"https://openalex.org/keywords/attribution","display_name":"Attribution","score":0.5266727805137634},{"id":"https://openalex.org/keywords/linguistics","display_name":"Linguistics","score":0.3121199607849121},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.13297170400619507},{"id":"https://openalex.org/keywords/embedding","display_name":"Embedding","score":0.07261496782302856}],"concepts":[{"id":"https://openalex.org/C2776461190","wikidata":"https://www.wikidata.org/wiki/Q22673982","display_name":"Word2vec","level":3,"score":0.8370614051818848},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7548648715019226},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.6520062685012817},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.6350217461585999},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6304845213890076},{"id":"https://openalex.org/C13622073","wikidata":"https://www.wikidata.org/wiki/Q2243831","display_name":"Writing style","level":2,"score":0.610166072845459},{"id":"https://openalex.org/C2776445246","wikidata":"https://www.wikidata.org/wiki/Q1792644","display_name":"Style (visual arts)","level":2,"score":0.6079514026641846},{"id":"https://openalex.org/C49937458","wikidata":"https://www.wikidata.org/wiki/Q2599292","display_name":"Probabilistic logic","level":2,"score":0.5841101408004761},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5583018064498901},{"id":"https://openalex.org/C61797465","wikidata":"https://www.wikidata.org/wiki/Q1188986","display_name":"Term (time)","level":2,"score":0.533966600894928},{"id":"https://openalex.org/C143299363","wikidata":"https://www.wikidata.org/wiki/Q900584","display_name":"Attribution","level":2,"score":0.5266727805137634},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.3121199607849121},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.13297170400619507},{"id":"https://openalex.org/C41608201","wikidata":"https://www.wikidata.org/wiki/Q980509","display_name":"Embedding","level":2,"score":0.07261496782302856},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"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/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","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/C95457728","wikidata":"https://www.wikidata.org/wiki/Q309","display_name":"History","level":0,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/iisa.2018.8633681","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iisa.2018.8633681","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 9th International Conference on Information, Intelligence, Systems and Applications (IISA)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4","score":0.8500000238418579}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":16,"referenced_works":["https://openalex.org/W81926043","https://openalex.org/W1602390003","https://openalex.org/W2017270267","https://openalex.org/W2029103396","https://openalex.org/W2034812584","https://openalex.org/W2038793346","https://openalex.org/W2040684668","https://openalex.org/W2047880469","https://openalex.org/W2119595472","https://openalex.org/W2131744502","https://openalex.org/W2152790380","https://openalex.org/W2153579005","https://openalex.org/W2411895135","https://openalex.org/W2950577311","https://openalex.org/W3098567718","https://openalex.org/W4285719527"],"related_works":["https://openalex.org/W4319265185","https://openalex.org/W2357762156","https://openalex.org/W1990462918","https://openalex.org/W2353426914","https://openalex.org/W2352254211","https://openalex.org/W2910453172","https://openalex.org/W2393938063","https://openalex.org/W2384332983","https://openalex.org/W2374347229","https://openalex.org/W2389992592"],"abstract_inverted_index":{"The":[0],"term":[1],"idiolect":[2],"refers":[3],"to":[4],"the":[5,18,54,59,62],"unique":[6],"and":[7,15,77],"distinctive":[8],"use":[9],"of":[10,12,21,36,53,61,66],"language":[11],"an":[13],"individual":[14],"it":[16],"is":[17],"theoretical":[19],"foundation":[20],"Authorship":[22],"Attribution.":[23],"In":[24],"this":[25],"paper":[26],"we":[27],"are":[28,57],"focusing":[29],"on":[30],"learning":[31],"neural":[32],"distributed":[33,67],"representations":[34,46],"(embeddings)":[35],"social":[37],"media":[38],"users":[39],"that":[40],"reflect":[41],"their":[42],"writing":[43],"style.":[44],"These":[45],"can":[47],"be":[48],"considered":[49],"as":[50],"stylistic":[51],"fingerprints":[52],"authors.":[55],"We":[56],"exploring":[58],"performance":[60],"two":[63],"main":[64],"flavours":[65],"representations,":[68],"namely":[69],"embeddings":[70],"produced":[71],"by":[72],"Neural":[73],"Probabilistic":[74],"Language":[75],"models":[76],"more":[78],"specifically":[79],"word2vec.":[80]},"counts_by_year":[{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":2}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}
