{"id":"https://openalex.org/W4388820536","doi":"https://doi.org/10.1109/icnsc58704.2023.10319023","title":"Improved Hierarchical Attention Networks for Cyberbullying Detection via Social Media Data","display_name":"Improved Hierarchical Attention Networks for Cyberbullying Detection via Social Media Data","publication_year":2023,"publication_date":"2023-10-25","ids":{"openalex":"https://openalex.org/W4388820536","doi":"https://doi.org/10.1109/icnsc58704.2023.10319023"},"language":"en","primary_location":{"id":"doi:10.1109/icnsc58704.2023.10319023","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/icnsc58704.2023.10319023","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE International Conference on Networking, Sensing and Control (ICNSC)","raw_type":"proceedings-article"},"type":"article","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/A5038593588","display_name":"Wenhao Qian","orcid":"https://orcid.org/0009-0006-2574-4630"},"institutions":[{"id":"https://openalex.org/I36399199","display_name":"Nanjing University of Science and Technology","ror":"https://ror.org/00xp9wg62","country_code":"CN","type":"education","lineage":["https://openalex.org/I36399199"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wenhao Qian","raw_affiliation_strings":["Nanjing University of Science and Technology,School of Cyber Science and Engineering,Nanjing,China,210000"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Nanjing University of Science and Technology,School of Cyber Science and Engineering,Nanjing,China,210000","institution_ids":["https://openalex.org/I36399199"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5113050152","display_name":"Songnan Yu","orcid":null},"institutions":[{"id":"https://openalex.org/I36399199","display_name":"Nanjing University of Science and Technology","ror":"https://ror.org/00xp9wg62","country_code":"CN","type":"education","lineage":["https://openalex.org/I36399199"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Songnan Yu","raw_affiliation_strings":["Nanjing University of Science and Technology,School of Cyber Science and Engineering,Nanjing,China,210000"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Nanjing University of Science and Technology,School of Cyber Science and Engineering,Nanjing,China,210000","institution_ids":["https://openalex.org/I36399199"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5111077030","display_name":"Zheng Nie","orcid":null},"institutions":[{"id":"https://openalex.org/I36399199","display_name":"Nanjing University of Science and Technology","ror":"https://ror.org/00xp9wg62","country_code":"CN","type":"education","lineage":["https://openalex.org/I36399199"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zheng Nie","raw_affiliation_strings":["Nanjing University of Science and Technology,School of Cyber Science and Engineering,Nanjing,China,210000"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Nanjing University of Science and Technology,School of Cyber Science and Engineering,Nanjing,China,210000","institution_ids":["https://openalex.org/I36399199"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056352683","display_name":"Xiaoyu Sean Lu","orcid":"https://orcid.org/0000-0002-0692-2247"},"institutions":[{"id":"https://openalex.org/I36399199","display_name":"Nanjing University of Science and Technology","ror":"https://ror.org/00xp9wg62","country_code":"CN","type":"education","lineage":["https://openalex.org/I36399199"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaoyu Sean Lu","raw_affiliation_strings":["Nanjing University of Science and Technology,School of Cyber Science and Engineering,Nanjing,China,210000"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Nanjing University of Science and Technology,School of Cyber Science and Engineering,Nanjing,China,210000","institution_ids":["https://openalex.org/I36399199"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101731302","display_name":"Haoyue Liu","orcid":"https://orcid.org/0000-0003-1379-7648"},"institutions":[{"id":"https://openalex.org/I75059550","display_name":"Zhejiang Gongshang University","ror":"https://ror.org/0569mkk41","country_code":"CN","type":"education","lineage":["https://openalex.org/I75059550"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Haoyue Liu","raw_affiliation_strings":["Zhejiang Gongshang University,School of Information and Electronic Engineering,Zhejiang,China,310018"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Zhejiang Gongshang University,School of Information and Electronic Engineering,Zhejiang,China,310018","institution_ids":["https://openalex.org/I75059550"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5037242988","display_name":"Bo Huang","orcid":"https://orcid.org/0000-0003-2020-5479"},"institutions":[{"id":"https://openalex.org/I36399199","display_name":"Nanjing University of Science and Technology","ror":"https://ror.org/00xp9wg62","country_code":"CN","type":"education","lineage":["https://openalex.org/I36399199"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Bo Huang","raw_affiliation_strings":["Nanjing University of Science and Technology,School of Computer Science and Engineering,Nanjing,China,210000"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Nanjing University of Science and Technology,School of Computer Science and Engineering,Nanjing,China,210000","institution_ids":["https://openalex.org/I36399199"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.15041599,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"21","issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12262","display_name":"Hate Speech and Cyberbullying Detection","score":0.9991999864578247,"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":0.9991999864578247,"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/T11241","display_name":"Advanced Malware Detection Techniques","score":0.9904000163078308,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/T10485","display_name":"Bullying, Victimization, and Aggression","score":0.9869999885559082,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7647147178649902},{"id":"https://openalex.org/keywords/social-media","display_name":"Social media","score":0.7348597049713135},{"id":"https://openalex.org/keywords/conversation","display_name":"Conversation","score":0.6939154863357544},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5433394312858582},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.5082730650901794},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.5018308162689209},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.5004372596740723},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.45822015404701233},{"id":"https://openalex.org/keywords/social-network","display_name":"Social network (sociolinguistics)","score":0.44163161516189575},{"id":"https://openalex.org/keywords/transformer","display_name":"Transformer","score":0.41296079754829407},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.36748772859573364},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3451805114746094},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.3335144817829132},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.21541407704353333},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.16901186108589172},{"id":"https://openalex.org/keywords/communication","display_name":"Communication","score":0.09380349516868591},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.09164270758628845}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7647147178649902},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.7348597049713135},{"id":"https://openalex.org/C2777200299","wikidata":"https://www.wikidata.org/wiki/Q52943","display_name":"Conversation","level":2,"score":0.6939154863357544},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5433394312858582},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.5082730650901794},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.5018308162689209},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.5004372596740723},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.45822015404701233},{"id":"https://openalex.org/C4727928","wikidata":"https://www.wikidata.org/wiki/Q17164759","display_name":"Social network (sociolinguistics)","level":3,"score":0.44163161516189575},{"id":"https://openalex.org/C66322947","wikidata":"https://www.wikidata.org/wiki/Q11658","display_name":"Transformer","level":3,"score":0.41296079754829407},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.36748772859573364},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3451805114746094},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3335144817829132},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.21541407704353333},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.16901186108589172},{"id":"https://openalex.org/C46312422","wikidata":"https://www.wikidata.org/wiki/Q11024","display_name":"Communication","level":1,"score":0.09380349516868591},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.09164270758628845},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C165801399","wikidata":"https://www.wikidata.org/wiki/Q25428","display_name":"Voltage","level":2,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","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/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icnsc58704.2023.10319023","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/icnsc58704.2023.10319023","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE International Conference on Networking, Sensing and Control (ICNSC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Peace, Justice and strong institutions","id":"https://metadata.un.org/sdg/16","score":0.47999998927116394}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":20,"referenced_works":["https://openalex.org/W2216854803","https://openalex.org/W2811112507","https://openalex.org/W2928048063","https://openalex.org/W2944606605","https://openalex.org/W2960115000","https://openalex.org/W2997975249","https://openalex.org/W3021474526","https://openalex.org/W3033772093","https://openalex.org/W3083334415","https://openalex.org/W3128060799","https://openalex.org/W3139070466","https://openalex.org/W3156978600","https://openalex.org/W3171716568","https://openalex.org/W3174728971","https://openalex.org/W3206182128","https://openalex.org/W4288089799","https://openalex.org/W4321109542","https://openalex.org/W4362706460","https://openalex.org/W4385245566","https://openalex.org/W6769627184"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W1968552888","https://openalex.org/W2374116601","https://openalex.org/W3093134843","https://openalex.org/W2772323916","https://openalex.org/W1511346092","https://openalex.org/W1527532029","https://openalex.org/W2378167147","https://openalex.org/W2120116197","https://openalex.org/W159653547"],"abstract_inverted_index":{"Nowadays,":[0],"online":[1,68],"bullying,":[2],"called":[3],"cyberbullying,":[4],"has":[5,89,117],"become":[6],"one":[7],"of":[8,25,56,111],"the":[9,32,45,54,90,108],"most":[10,46],"common":[11,47],"problems":[12],"faced":[13],"by":[14],"young":[15],"people":[16],"in":[17,31],"society.":[18],"The":[19,38],"text,":[20],"containing":[21],"and":[22,35,106],"spreading":[23],"amounts":[24],"information,":[26],"is":[27,63],"a":[28,64,77],"key":[29],"medium":[30],"social":[33,36],"media":[34,113],"networks.":[37],"natural":[39],"language":[40],"processing":[41],"(NLP)":[42],"method":[43,48],"as":[44],"deals":[49],"with":[50],"textual":[51],"information.":[52],"In":[53,72],"field":[55],"cyberbullying":[57],"detection,":[58],"extracting":[59],"information":[60,98],"from":[61],"texts":[62],"way":[65],"to":[66,85],"predict":[67],"bullying":[69],"phenomenon":[70],"presently.":[71],"this":[73],"work,":[74],"we":[75],"propose":[76],"transformer":[78],"based":[79],"hierarchical":[80,109],"neural":[81],"network":[82],"(THNN).":[83],"Compared":[84],"existing":[86],"methods,":[87],"ours":[88],"following":[91],"advantages:":[92],"(i)":[93],"it":[94,104,116],"captures":[95],"longer":[96,100],"context":[97],"for":[99],"time":[101],"intervals;":[102],"(ii)":[103],"reflects":[105],"mimics":[107],"structure":[110],"conversation":[112],"clearly;":[114],"(iii)":[115],"less":[118],"computational":[119],"time.":[120]},"counts_by_year":[],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}