{"id":"https://openalex.org/W2907447547","doi":"https://doi.org/10.1109/pais.2018.8598530","title":"Deep learning for online harassment detection in tweets","display_name":"Deep learning for online harassment detection in tweets","publication_year":2018,"publication_date":"2018-10-01","ids":{"openalex":"https://openalex.org/W2907447547","doi":"https://doi.org/10.1109/pais.2018.8598530","mag":"2907447547"},"language":"en","primary_location":{"id":"doi:10.1109/pais.2018.8598530","is_oa":false,"landing_page_url":"https://doi.org/10.1109/pais.2018.8598530","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 3rd International Conference on Pattern Analysis and Intelligent Systems (PAIS)","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/A5027455070","display_name":"Tolba Marwa","orcid":null},"institutions":[{"id":"https://openalex.org/I4210160465","display_name":"Universit\u00e9 Constantine 2","ror":"https://ror.org/056mctw68","country_code":"DZ","type":"education","lineage":["https://openalex.org/I4210160465"]}],"countries":["DZ"],"is_corresponding":false,"raw_author_name":"Tolba Marwa","raw_affiliation_strings":["Computer Science Department, University Constantine 2 - Abdelhamid Mehri Constantine, Algeria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computer Science Department, University Constantine 2 - Abdelhamid Mehri Constantine, Algeria","institution_ids":["https://openalex.org/I4210160465"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5006349780","display_name":"Salima Ouadfel","orcid":"https://orcid.org/0000-0001-8435-345X"},"institutions":[{"id":"https://openalex.org/I4210160465","display_name":"Universit\u00e9 Constantine 2","ror":"https://ror.org/056mctw68","country_code":"DZ","type":"education","lineage":["https://openalex.org/I4210160465"]}],"countries":["DZ"],"is_corresponding":false,"raw_author_name":"Ouadfel Salima","raw_affiliation_strings":["Computer Science Department, University Constantine 2 - Abdelhamid Mehri Constantine, Algeria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computer Science Department, University Constantine 2 - Abdelhamid Mehri Constantine, Algeria","institution_ids":["https://openalex.org/I4210160465"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5084412445","display_name":"Souham Meshoul","orcid":"https://orcid.org/0000-0002-9072-5878"},"institutions":[{"id":"https://openalex.org/I4210160465","display_name":"Universit\u00e9 Constantine 2","ror":"https://ror.org/056mctw68","country_code":"DZ","type":"education","lineage":["https://openalex.org/I4210160465"]}],"countries":["DZ"],"is_corresponding":false,"raw_author_name":"Meshoul Souham","raw_affiliation_strings":["Computer Science Department, University Constantine 2 - Abdelhamid Mehri Constantine, Algeria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computer Science Department, University Constantine 2 - Abdelhamid Mehri Constantine, Algeria","institution_ids":["https://openalex.org/I4210160465"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I4210160465"],"apc_list":null,"apc_paid":null,"fwci":1.8109,"has_fulltext":false,"cited_by_count":34,"citation_normalized_percentile":{"value":0.89749122,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12262","display_name":"Hate Speech and Cyberbullying Detection","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/T12262","display_name":"Hate Speech and Cyberbullying Detection","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/T10664","display_name":"Sentiment Analysis and Opinion Mining","score":0.9613999724388123,"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/T10994","display_name":"Terrorism, Counterterrorism, and Political Violence","score":0.9391000270843506,"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/harassment","display_name":"Harassment","score":0.8426074981689453},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7613948583602905},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.6604985594749451},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.5927241444587708},{"id":"https://openalex.org/keywords/social-media","display_name":"Social media","score":0.5497154593467712},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.49424389004707336},{"id":"https://openalex.org/keywords/long-short-term-memory","display_name":"Long short term memory","score":0.4840649664402008},{"id":"https://openalex.org/keywords/term","display_name":"Term (time)","score":0.4789291322231293},{"id":"https://openalex.org/keywords/broadcasting","display_name":"Broadcasting (networking)","score":0.4706306457519531},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.45350953936576843},{"id":"https://openalex.org/keywords/recurrent-neural-network","display_name":"Recurrent neural network","score":0.3957723379135132},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.38777002692222595},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.3831946849822998},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.33456993103027344},{"id":"https://openalex.org/keywords/internet-privacy","display_name":"Internet privacy","score":0.3304315507411957},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.29706114530563354},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.1368216574192047},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.0873042643070221}],"concepts":[{"id":"https://openalex.org/C2778976716","wikidata":"https://www.wikidata.org/wiki/Q3240539","display_name":"Harassment","level":2,"score":0.8426074981689453},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7613948583602905},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.6604985594749451},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.5927241444587708},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.5497154593467712},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.49424389004707336},{"id":"https://openalex.org/C133488467","wikidata":"https://www.wikidata.org/wiki/Q6673524","display_name":"Long short term memory","level":4,"score":0.4840649664402008},{"id":"https://openalex.org/C61797465","wikidata":"https://www.wikidata.org/wiki/Q1188986","display_name":"Term (time)","level":2,"score":0.4789291322231293},{"id":"https://openalex.org/C110157686","wikidata":"https://www.wikidata.org/wiki/Q922122","display_name":"Broadcasting (networking)","level":2,"score":0.4706306457519531},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.45350953936576843},{"id":"https://openalex.org/C147168706","wikidata":"https://www.wikidata.org/wiki/Q1457734","display_name":"Recurrent neural network","level":3,"score":0.3957723379135132},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.38777002692222595},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.3831946849822998},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.33456993103027344},{"id":"https://openalex.org/C108827166","wikidata":"https://www.wikidata.org/wiki/Q175975","display_name":"Internet privacy","level":1,"score":0.3304315507411957},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.29706114530563354},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.1368216574192047},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0873042643070221},{"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/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"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/pais.2018.8598530","is_oa":false,"landing_page_url":"https://doi.org/10.1109/pais.2018.8598530","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 3rd International Conference on Pattern Analysis and Intelligent Systems (PAIS)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.699999988079071,"id":"https://metadata.un.org/sdg/16","display_name":"Peace, Justice and strong institutions"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":31,"referenced_works":["https://openalex.org/W48654245","https://openalex.org/W1614298861","https://openalex.org/W1832693441","https://openalex.org/W1967011128","https://openalex.org/W2117130368","https://openalex.org/W2130852983","https://openalex.org/W2146338426","https://openalex.org/W2159742886","https://openalex.org/W2193413348","https://openalex.org/W2250879510","https://openalex.org/W2254361154","https://openalex.org/W2259779547","https://openalex.org/W2556888587","https://openalex.org/W2594902547","https://openalex.org/W2613977835","https://openalex.org/W2734862619","https://openalex.org/W2762029282","https://openalex.org/W2794284562","https://openalex.org/W2950141408","https://openalex.org/W2950577311","https://openalex.org/W2963908579","https://openalex.org/W2998704965","https://openalex.org/W3103061166","https://openalex.org/W4285719527","https://openalex.org/W6636510571","https://openalex.org/W6680532216","https://openalex.org/W6687566353","https://openalex.org/W6691661685","https://openalex.org/W6692255603","https://openalex.org/W6729752019","https://openalex.org/W6744762911"],"related_works":["https://openalex.org/W4385280324","https://openalex.org/W2912153778","https://openalex.org/W4387163678","https://openalex.org/W4288108708","https://openalex.org/W2973430807","https://openalex.org/W2984436043","https://openalex.org/W2912831041","https://openalex.org/W2890685186","https://openalex.org/W2904359912","https://openalex.org/W2796130100"],"abstract_inverted_index":{"In":[0],"recent":[1],"years,":[2],"the":[3,7,33,37,41,44,97,105],"strong":[4],"rise":[5],"in":[6,18,60,114],"use":[8],"of":[9,20,40,47,67,87,107],"social":[10,62],"network":[11],"platforms":[12],"such":[13,77,88],"as":[14,78,99],"Twitter":[15],"has":[16],"resulted":[17],"millions":[19],"users":[21],"sharing":[22],"their":[23],"thoughts":[24],"and":[25,30,43,57,82,103,142],"opinions":[26],"about":[27],"different":[28,61],"aspects":[29],"events":[31],"on":[32,74],"micro-blogging":[34],"platforms.":[35,64],"However,":[36],"unfiltered":[38],"exchange":[39],"content":[42],"missing":[45],"protection":[46],"private":[48],"information":[49],"can":[50],"lead":[51],"to":[52,110],"sending":[53],"or":[54],"broadcasting":[55],"bully":[56],"harassment":[58,113,121],"messages":[59,68,89],"media":[63],"This":[65,94],"kind":[66],"may":[69],"have":[70],"serious":[71],"negative":[72],"impact":[73],"a":[75,100],"person":[76],"causing":[79],"low":[80],"self-esteem":[81],"depression.":[83],"Therefore,":[84],"automatic":[85],"detection":[86],"is":[90],"more":[91],"than":[92],"necessary.":[93],"paper":[95],"casts":[96],"problem":[98],"classification":[101,146],"task":[102],"investigates":[104],"effectiveness":[106],"deep":[108],"learning":[109],"detect":[111],"online":[112],"Large":[115],"Human-Labeled":[116],"corpus":[117],"specially":[118],"designed":[119],"for":[120],"research":[122],"purpose.":[123],"To":[124],"this":[125],"end,":[126],"models":[127],"are":[128,150],"considered":[129],"namely":[130],"Long":[131,135],"short-term":[132],"memory(LSTM)":[133],",Bidirectional":[134],"Short-Term":[136],"Memory":[137],"(BLSTM),Convolutional":[138],"neural":[139],"Network":[140],"(CNN),":[141],"compared":[143],"with":[144],"other":[145],"models.":[147],"Obtained":[148],"results":[149],"very":[151],"encouraging.":[152]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":6},{"year":2022,"cited_by_count":5},{"year":2021,"cited_by_count":9},{"year":2020,"cited_by_count":5},{"year":2019,"cited_by_count":2}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}
