{"id":"https://openalex.org/W2295216512","doi":"https://doi.org/10.5220/0005636704870495","title":"New Classification Models for Detecting Hate and Violence Web Content","display_name":"New Classification Models for Detecting Hate and Violence Web Content","publication_year":2015,"publication_date":"2015-01-01","ids":{"openalex":"https://openalex.org/W2295216512","doi":"https://doi.org/10.5220/0005636704870495","mag":"2295216512"},"language":"en","primary_location":{"id":"doi:10.5220/0005636704870495","is_oa":true,"landing_page_url":"https://doi.org/10.5220/0005636704870495","pdf_url":null,"source":null,"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 7th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.5220/0005636704870495","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5101519201","display_name":"Shuhua Liu","orcid":"https://orcid.org/0000-0002-3373-3070"},"institutions":[{"id":"https://openalex.org/I198445264","display_name":"Arcada University of Applied Sciences","ror":"https://ror.org/02s466x84","country_code":"FI","type":"education","lineage":["https://openalex.org/I198445264"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Shuhua Liu","raw_affiliation_strings":["Arcada University of Applied Sciences, Finland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Arcada University of Applied Sciences, Finland","institution_ids":["https://openalex.org/I198445264"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5029109348","display_name":"Thomas Forss","orcid":null},"institutions":[{"id":"https://openalex.org/I198445264","display_name":"Arcada University of Applied Sciences","ror":"https://ror.org/02s466x84","country_code":"FI","type":"education","lineage":["https://openalex.org/I198445264"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Thomas Forss","raw_affiliation_strings":["Arcada University of Applied Sciences, Finland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Arcada University of Applied Sciences, Finland","institution_ids":["https://openalex.org/I198445264"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":3.2983,"has_fulltext":false,"cited_by_count":46,"citation_normalized_percentile":{"value":0.93501891,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":95,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"487","last_page":"495"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11644","display_name":"Spam and Phishing Detection","score":0.9994999766349792,"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":0.9994999766349792,"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/T10664","display_name":"Sentiment Analysis and Opinion Mining","score":0.9976000189781189,"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":0.9976000189781189,"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":0.7466864585876465},{"id":"https://openalex.org/keywords/web-content","display_name":"Web content","score":0.5612168908119202},{"id":"https://openalex.org/keywords/false-positive-paradox","display_name":"False positive paradox","score":0.5567754507064819},{"id":"https://openalex.org/keywords/web-analytics","display_name":"Web analytics","score":0.43629834055900574},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.4125516414642334},{"id":"https://openalex.org/keywords/web-page","display_name":"Web page","score":0.3524479269981384},{"id":"https://openalex.org/keywords/web-application-security","display_name":"Web application security","score":0.33728307485580444},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.33165180683135986},{"id":"https://openalex.org/keywords/web-development","display_name":"Web development","score":0.24958261847496033},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.22519558668136597}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7466864585876465},{"id":"https://openalex.org/C2776324614","wikidata":"https://www.wikidata.org/wiki/Q3948731","display_name":"Web content","level":3,"score":0.5612168908119202},{"id":"https://openalex.org/C64869954","wikidata":"https://www.wikidata.org/wiki/Q1859747","display_name":"False positive paradox","level":2,"score":0.5567754507064819},{"id":"https://openalex.org/C516187249","wikidata":"https://www.wikidata.org/wiki/Q10719477","display_name":"Web analytics","level":5,"score":0.43629834055900574},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.4125516414642334},{"id":"https://openalex.org/C21959979","wikidata":"https://www.wikidata.org/wiki/Q36774","display_name":"Web page","level":2,"score":0.3524479269981384},{"id":"https://openalex.org/C59241245","wikidata":"https://www.wikidata.org/wiki/Q4781497","display_name":"Web application security","level":4,"score":0.33728307485580444},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.33165180683135986},{"id":"https://openalex.org/C79373723","wikidata":"https://www.wikidata.org/wiki/Q386275","display_name":"Web development","level":3,"score":0.24958261847496033},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.22519558668136597}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.5220/0005636704870495","is_oa":true,"landing_page_url":"https://doi.org/10.5220/0005636704870495","pdf_url":null,"source":null,"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 7th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.5220/0005636704870495","is_oa":true,"landing_page_url":"https://doi.org/10.5220/0005636704870495","pdf_url":null,"source":null,"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 7th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management","raw_type":"proceedings-article"},"sustainable_development_goals":[{"score":0.5400000214576721,"id":"https://metadata.un.org/sdg/16","display_name":"Peace, Justice and strong institutions"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":23,"referenced_works":["https://openalex.org/W80056832","https://openalex.org/W204750116","https://openalex.org/W1602831581","https://openalex.org/W1825827175","https://openalex.org/W1966026565","https://openalex.org/W1987425720","https://openalex.org/W2005311637","https://openalex.org/W2011432097","https://openalex.org/W2059586463","https://openalex.org/W2063862666","https://openalex.org/W2072840758","https://openalex.org/W2076008912","https://openalex.org/W2091190355","https://openalex.org/W2097726431","https://openalex.org/W2108646579","https://openalex.org/W2111689752","https://openalex.org/W2118704364","https://openalex.org/W2118978333","https://openalex.org/W2121290184","https://openalex.org/W2156772624","https://openalex.org/W2158324310","https://openalex.org/W2162723805","https://openalex.org/W2174706414"],"related_works":["https://openalex.org/W2734818785","https://openalex.org/W2794551092","https://openalex.org/W2124796039","https://openalex.org/W2928320532","https://openalex.org/W4385976368","https://openalex.org/W2043570891","https://openalex.org/W1980745463","https://openalex.org/W2376574812","https://openalex.org/W2587151093","https://openalex.org/W2316227316"],"abstract_inverted_index":{"Today,":[0],"the":[1,9,15,26,32,42,47,63,106],"presence":[2],"of":[3,14,49,66,105,114],"harmful":[4],"and":[5,34,52,70,85,89,97,103,111],"inappropriate":[6],"content":[7,56,75],"on":[8],"web":[10,20,43,74],"still":[11],"remains":[12],"one":[13],"most":[16],"primary":[17],"concerns":[18],"for":[19,54],"users.":[21],"Web":[22],"classification":[23,44,91],"models":[24],"in":[25,73],"early":[27],"days":[28],"are":[29],"limited":[30],"by":[31],"methods":[33,51,86],"data":[35],"available.":[36],"In":[37,77],"our":[38],"research":[39],"we":[40,80],"revisit":[41],"problem":[45],"with":[46,108],"application":[48],"new":[50,83],"techniques":[53],"text":[55],"analysis.":[57],"Our":[58],"recent":[59],"studies":[60],"have":[61],"indicated":[62],"promising":[64],"potential":[65],"combing":[67],"topic":[68,116],"analysis":[69,72],"sentiment":[71],"classification.":[76],"this":[78],"paper":[79],"further":[81],"explore":[82],"ways":[84],"to":[87,94],"improve":[88],"maximize":[90],"performance,":[92],"especially":[93],"enhance":[95],"precision":[96],"reduce":[98],"false":[99],"positives,":[100],"thorough":[101],"examination":[102],"handling":[104],"issues":[107],"class":[109],"imbalance,":[110],"through":[112],"incorporation":[113],"LDA":[115],"models.":[117]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":9},{"year":2022,"cited_by_count":7},{"year":2021,"cited_by_count":8},{"year":2020,"cited_by_count":8},{"year":2019,"cited_by_count":5},{"year":2018,"cited_by_count":4}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}