{"id":"https://openalex.org/W4401724102","doi":"https://doi.org/10.1587/transfun.2024smp0004","title":"Embedding Learning with Relational Heterogeneous Information in Social Network Posts to Detect Malicious Behavior","display_name":"Embedding Learning with Relational Heterogeneous Information in Social Network Posts to Detect Malicious Behavior","publication_year":2024,"publication_date":"2024-08-21","ids":{"openalex":"https://openalex.org/W4401724102","doi":"https://doi.org/10.1587/transfun.2024smp0004"},"language":"en","primary_location":{"id":"doi:10.1587/transfun.2024smp0004","is_oa":true,"landing_page_url":"https://doi.org/10.1587/transfun.2024smp0004","pdf_url":"https://www.jstage.jst.go.jp/article/transfun/E108.A/3/E108.A_2024SMP0004/_pdf","source":{"id":"https://openalex.org/S166990724","display_name":"IEICE Transactions on Fundamentals of Electronics Communications and Computer Sciences","issn_l":"0916-8508","issn":["0916-8508","1745-1337"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4320800604","host_organization_name":"Institute of Electronics, Information and Communication Engineers","host_organization_lineage":["https://openalex.org/P4320800604"],"host_organization_lineage_names":["Institute of Electronics, Information and Communication Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEICE Transactions on Fundamentals of Electronics, Communications and Computer Sciences","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://www.jstage.jst.go.jp/article/transfun/E108.A/3/E108.A_2024SMP0004/_pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5072124735","display_name":"Ryo Yoshida","orcid":"https://orcid.org/0000-0002-0558-2922"},"institutions":[{"id":"https://openalex.org/I56624758","display_name":"Kansai University","ror":"https://ror.org/03xg1f311","country_code":"JP","type":"education","lineage":["https://openalex.org/I56624758"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Ryo YOSHIDA","raw_affiliation_strings":["Graduate School of Science and Engineering, Kansai University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Graduate School of Science and Engineering, Kansai University","institution_ids":["https://openalex.org/I56624758"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5061967814","display_name":"Soh Yoshida","orcid":"https://orcid.org/0000-0003-0237-7461"},"institutions":[{"id":"https://openalex.org/I56624758","display_name":"Kansai University","ror":"https://ror.org/03xg1f311","country_code":"JP","type":"education","lineage":["https://openalex.org/I56624758"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Soh YOSHIDA","raw_affiliation_strings":["Graduate School of Science and Engineering, Kansai University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Graduate School of Science and Engineering, Kansai University","institution_ids":["https://openalex.org/I56624758"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5089184180","display_name":"Mitsuji Muneyasu","orcid":"https://orcid.org/0000-0002-4492-5991"},"institutions":[{"id":"https://openalex.org/I56624758","display_name":"Kansai University","ror":"https://ror.org/03xg1f311","country_code":"JP","type":"education","lineage":["https://openalex.org/I56624758"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Mitsuji MUNEYASU","raw_affiliation_strings":["Graduate School of Science and Engineering, Kansai University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Graduate School of Science and Engineering, Kansai University","institution_ids":["https://openalex.org/I56624758"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.6895,"has_fulltext":true,"cited_by_count":1,"citation_normalized_percentile":{"value":0.7645672,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":"E108.A","issue":"3","first_page":"295","last_page":"303"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11644","display_name":"Spam and Phishing Detection","score":0.9950000047683716,"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":0.9950000047683716,"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/T10400","display_name":"Network Security and Intrusion Detection","score":0.9936000108718872,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/T10064","display_name":"Complex Network Analysis Techniques","score":0.97079998254776,"subfield":{"id":"https://openalex.org/subfields/3109","display_name":"Statistical and Nonlinear Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/embedding","display_name":"Embedding","score":0.7278086543083191},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.681840181350708},{"id":"https://openalex.org/keywords/social-network","display_name":"Social network (sociolinguistics)","score":0.4252341389656067},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.41272708773612976},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.3987114131450653},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.35891419649124146},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3013937771320343},{"id":"https://openalex.org/keywords/social-media","display_name":"Social media","score":0.2306290864944458},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.22497284412384033}],"concepts":[{"id":"https://openalex.org/C41608201","wikidata":"https://www.wikidata.org/wiki/Q980509","display_name":"Embedding","level":2,"score":0.7278086543083191},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.681840181350708},{"id":"https://openalex.org/C4727928","wikidata":"https://www.wikidata.org/wiki/Q17164759","display_name":"Social network (sociolinguistics)","level":3,"score":0.4252341389656067},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.41272708773612976},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.3987114131450653},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.35891419649124146},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3013937771320343},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.2306290864944458},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.22497284412384033}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1587/transfun.2024smp0004","is_oa":true,"landing_page_url":"https://doi.org/10.1587/transfun.2024smp0004","pdf_url":"https://www.jstage.jst.go.jp/article/transfun/E108.A/3/E108.A_2024SMP0004/_pdf","source":{"id":"https://openalex.org/S166990724","display_name":"IEICE Transactions on Fundamentals of Electronics Communications and Computer Sciences","issn_l":"0916-8508","issn":["0916-8508","1745-1337"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4320800604","host_organization_name":"Institute of Electronics, Information and Communication Engineers","host_organization_lineage":["https://openalex.org/P4320800604"],"host_organization_lineage_names":["Institute of Electronics, Information and Communication Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEICE Transactions on Fundamentals of Electronics, Communications and Computer Sciences","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1587/transfun.2024smp0004","is_oa":true,"landing_page_url":"https://doi.org/10.1587/transfun.2024smp0004","pdf_url":"https://www.jstage.jst.go.jp/article/transfun/E108.A/3/E108.A_2024SMP0004/_pdf","source":{"id":"https://openalex.org/S166990724","display_name":"IEICE Transactions on Fundamentals of Electronics Communications and Computer Sciences","issn_l":"0916-8508","issn":["0916-8508","1745-1337"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4320800604","host_organization_name":"Institute of Electronics, Information and Communication Engineers","host_organization_lineage":["https://openalex.org/P4320800604"],"host_organization_lineage_names":["Institute of Electronics, Information and Communication Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEICE Transactions on Fundamentals of Electronics, Communications and Computer Sciences","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.550000011920929,"id":"https://metadata.un.org/sdg/10","display_name":"Reduced inequalities"}],"awards":[{"id":"https://openalex.org/G8237952253","display_name":null,"funder_award_id":"22K18007","funder_id":"https://openalex.org/F4320334764","funder_display_name":"Japan Society for the Promotion of Science"}],"funders":[{"id":"https://openalex.org/F4320322312","display_name":"Kansai University","ror":"https://ror.org/03xg1f311"},{"id":"https://openalex.org/F4320334764","display_name":"Japan Society for the Promotion of Science","ror":"https://ror.org/00hhkn466"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4401724102.pdf","grobid_xml":"https://content.openalex.org/works/W4401724102.grobid-xml"},"referenced_works_count":17,"referenced_works":["https://openalex.org/W2519887557","https://openalex.org/W2624431344","https://openalex.org/W2682189153","https://openalex.org/W2884561390","https://openalex.org/W2887782043","https://openalex.org/W2896457183","https://openalex.org/W2911286998","https://openalex.org/W2956090150","https://openalex.org/W2969662548","https://openalex.org/W2989817717","https://openalex.org/W3009899658","https://openalex.org/W3012871709","https://openalex.org/W3042609801","https://openalex.org/W3049565363","https://openalex.org/W4205232642","https://openalex.org/W4290943938","https://openalex.org/W4320060374"],"related_works":["https://openalex.org/W2081900870","https://openalex.org/W2345479200","https://openalex.org/W2183306018","https://openalex.org/W2849310602","https://openalex.org/W3006008237","https://openalex.org/W2419146053","https://openalex.org/W4388890789","https://openalex.org/W2088247287","https://openalex.org/W2963903416","https://openalex.org/W2932872266"],"abstract_inverted_index":{"Although":[0],"social":[1,138],"networking":[2],"services":[3],"(SNS)":[4],"have":[5],"enabled":[6],"the":[7,14,79,95,134,149,152,156,165],"free":[8],"exchange":[9],"of":[10,16,45,84,97,137,158,164],"opinions":[11],"and":[12,51,70,82,101,119,132,147],"feelings,":[13],"posting":[15,34],"malicious":[17,28,159],"content":[18],"has":[19],"increasingly":[20],"become":[21],"a":[22,112,173],"problem.":[23],"To":[24],"solve":[25],"this":[26,73,108],"problem,":[27],"behavior":[29,35,160],"detection":[30],"methods":[31,40],"based":[32],"on":[33,42,131,172],"are":[36],"being":[37],"developed.":[38],"Existing":[39],"focus":[41],"semantic":[43],"analysis":[44],"posts":[46],"using":[47],"natural":[48],"language":[49],"processing,":[50],"one":[52],"existing":[53],"approach":[54,74],"uses":[55],"graph":[56,117,124],"neural":[57],"networks":[58],"to":[59,92,154],"consider":[60],"context":[61],"from":[62,144],"various":[63],"elements,":[64],"such":[65],"as":[66],"users,":[67],"posts,":[68,146],"hashtags,":[69],"entities.":[71],"However,":[72],"does":[75],"not":[76],"adequately":[77],"capture":[78,94],"complex":[80],"patterns":[81],"interactions":[83],"SNS":[85,105,145],"networks.":[86],"In":[87,107],"particular,":[88],"it":[89],"is":[90,168],"insufficient":[91],"fully":[93],"complexity":[96],"heterogeneity":[98,136],"between":[99],"nodes":[100],"edges":[102],"in":[103,151],"an":[104,120],"network.":[106],"paper,":[109],"we":[110],"propose":[111],"method":[113,129,167],"for":[114,122],"extended":[115],"heterogeneous":[116,123,142],"construction":[118],"architecture":[121],"embedding":[125],"learning.":[126],"The":[127,162],"proposed":[128,166],"focuses":[130],"exploits":[133],"diverse":[135],"networks,":[139],"optimally":[140],"integrates":[141],"information":[143],"analyzes":[148],"relationships":[150],"data":[153],"improve":[155],"performance":[157],"detection.":[161],"effectiveness":[163],"demonstrated":[169],"by":[170],"evaluation":[171],"newly":[174],"collected":[175],"large":[176],"dataset.":[177]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
