{"id":"https://openalex.org/W4383616907","doi":"https://doi.org/10.1007/978-3-031-35915-6_10","title":"Predicting Twitter Hate User Behavior Using Big Five Personality Traits and Ensemble Machine Learning","display_name":"Predicting Twitter Hate User Behavior Using Big Five Personality Traits and Ensemble Machine Learning","publication_year":2023,"publication_date":"2023-01-01","ids":{"openalex":"https://openalex.org/W4383616907","doi":"https://doi.org/10.1007/978-3-031-35915-6_10"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-35915-6_10","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-35915-6_10","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"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/A5109582173","display_name":"Suresha Perera","orcid":null},"institutions":[{"id":"https://openalex.org/I195740183","display_name":"University of Moratuwa","ror":"https://ror.org/0491f5305","country_code":"LK","type":"education","lineage":["https://openalex.org/I195740183"]}],"countries":["LK"],"is_corresponding":false,"raw_author_name":"Suresha Perera","raw_affiliation_strings":["University of Moratuwa, Katubedda, 10400, Sri Lanka"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Moratuwa, Katubedda, 10400, Sri Lanka","institution_ids":["https://openalex.org/I195740183"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064141023","display_name":"Supunmali Ahangama","orcid":"https://orcid.org/0000-0001-8045-4958"},"institutions":[{"id":"https://openalex.org/I195740183","display_name":"University of Moratuwa","ror":"https://ror.org/0491f5305","country_code":"LK","type":"education","lineage":["https://openalex.org/I195740183"]}],"countries":["LK"],"is_corresponding":true,"raw_author_name":"Supunmali Ahangama","raw_affiliation_strings":["University of Moratuwa, Katubedda, 10400, Sri Lanka"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Moratuwa, Katubedda, 10400, Sri Lanka","institution_ids":["https://openalex.org/I195740183"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5008036750","display_name":"Indika Perera","orcid":"https://orcid.org/0000-0001-5660-248X"},"institutions":[{"id":"https://openalex.org/I195740183","display_name":"University of Moratuwa","ror":"https://ror.org/0491f5305","country_code":"LK","type":"education","lineage":["https://openalex.org/I195740183"]}],"countries":["LK"],"is_corresponding":false,"raw_author_name":"Indika Perera","raw_affiliation_strings":["University of Moratuwa, Katubedda, 10400, Sri Lanka"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Moratuwa, Katubedda, 10400, Sri Lanka","institution_ids":["https://openalex.org/I195740183"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5092142574","display_name":"Sandunika Hathnapitiya","orcid":null},"institutions":[{"id":"https://openalex.org/I195740183","display_name":"University of Moratuwa","ror":"https://ror.org/0491f5305","country_code":"LK","type":"education","lineage":["https://openalex.org/I195740183"]}],"countries":["LK"],"is_corresponding":false,"raw_author_name":"Sandunika Hathnapitiya","raw_affiliation_strings":["University of Moratuwa, Katubedda, 10400, Sri Lanka"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Moratuwa, Katubedda, 10400, Sri Lanka","institution_ids":["https://openalex.org/I195740183"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5064141023"],"corresponding_institution_ids":["https://openalex.org/I195740183"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":0.8665,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.73788525,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"116","last_page":"130"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12262","display_name":"Hate Speech and Cyberbullying Detection","score":0.9970999956130981,"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":0.9970999956130981,"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/T12488","display_name":"Mental Health via Writing","score":0.9969000220298767,"subfield":{"id":"https://openalex.org/subfields/3207","display_name":"Social Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10664","display_name":"Sentiment Analysis and Opinion Mining","score":0.9965999722480774,"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/big-five-personality-traits","display_name":"Big Five personality traits","score":0.7107600569725037},{"id":"https://openalex.org/keywords/social-media","display_name":"Social media","score":0.7019908428192139},{"id":"https://openalex.org/keywords/personality","display_name":"Personality","score":0.6763007640838623},{"id":"https://openalex.org/keywords/extraversion-and-introversion","display_name":"Extraversion and introversion","score":0.6553205251693726},{"id":"https://openalex.org/keywords/personality-psychology","display_name":"Personality psychology","score":0.5952692031860352},{"id":"https://openalex.org/keywords/popularity","display_name":"Popularity","score":0.5810850858688354},{"id":"https://openalex.org/keywords/neuroticism","display_name":"Neuroticism","score":0.5351648330688477},{"id":"https://openalex.org/keywords/microblogging","display_name":"Microblogging","score":0.48077815771102905},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.462527334690094},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.44004952907562256},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.37912267446517944},{"id":"https://openalex.org/keywords/internet-privacy","display_name":"Internet privacy","score":0.34614622592926025},{"id":"https://openalex.org/keywords/social-psychology","display_name":"Social psychology","score":0.30017733573913574},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.2262905240058899}],"concepts":[{"id":"https://openalex.org/C2865642","wikidata":"https://www.wikidata.org/wiki/Q378132","display_name":"Big Five personality traits","level":3,"score":0.7107600569725037},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.7019908428192139},{"id":"https://openalex.org/C187288502","wikidata":"https://www.wikidata.org/wiki/Q641118","display_name":"Personality","level":2,"score":0.6763007640838623},{"id":"https://openalex.org/C127816348","wikidata":"https://www.wikidata.org/wiki/Q127588","display_name":"Extraversion and introversion","level":4,"score":0.6553205251693726},{"id":"https://openalex.org/C25908422","wikidata":"https://www.wikidata.org/wiki/Q271716","display_name":"Personality psychology","level":3,"score":0.5952692031860352},{"id":"https://openalex.org/C2780586970","wikidata":"https://www.wikidata.org/wiki/Q1357284","display_name":"Popularity","level":2,"score":0.5810850858688354},{"id":"https://openalex.org/C94612546","wikidata":"https://www.wikidata.org/wiki/Q1540168","display_name":"Neuroticism","level":3,"score":0.5351648330688477},{"id":"https://openalex.org/C143275388","wikidata":"https://www.wikidata.org/wiki/Q92438","display_name":"Microblogging","level":3,"score":0.48077815771102905},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.462527334690094},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.44004952907562256},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.37912267446517944},{"id":"https://openalex.org/C108827166","wikidata":"https://www.wikidata.org/wiki/Q175975","display_name":"Internet privacy","level":1,"score":0.34614622592926025},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.30017733573913574},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.2262905240058899},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-031-35915-6_10","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-35915-6_10","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.550000011920929,"display_name":"Peace, Justice and strong institutions","id":"https://metadata.un.org/sdg/16"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":24,"referenced_works":["https://openalex.org/W1985449126","https://openalex.org/W2053154970","https://openalex.org/W2077504940","https://openalex.org/W2080431972","https://openalex.org/W2119504936","https://openalex.org/W2119595472","https://openalex.org/W2140910804","https://openalex.org/W2238172349","https://openalex.org/W2532755691","https://openalex.org/W2638539251","https://openalex.org/W2763585929","https://openalex.org/W2796881724","https://openalex.org/W2804453721","https://openalex.org/W2896018557","https://openalex.org/W2910761729","https://openalex.org/W2948445546","https://openalex.org/W2955561636","https://openalex.org/W3106580412","https://openalex.org/W3113769163","https://openalex.org/W4224144736","https://openalex.org/W4280542602","https://openalex.org/W4380302175","https://openalex.org/W4380303355","https://openalex.org/W4380303372"],"related_works":["https://openalex.org/W2082905089","https://openalex.org/W1994315292","https://openalex.org/W2001334765","https://openalex.org/W1976895068","https://openalex.org/W2316562281","https://openalex.org/W2235176939","https://openalex.org/W2332561935","https://openalex.org/W1973969508","https://openalex.org/W2046489066","https://openalex.org/W4319875460"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":1}],"updated_date":"2026-08-04T08:18:43.703281","created_date":"2025-10-10T00:00:00"}
