{"id":"https://openalex.org/W4317796273","doi":"https://doi.org/10.1109/tnsm.2023.3238858","title":"Extraction and Prediction of User Communication Behaviors From DNS Query Logs Based on Nonnegative Tensor Factorization","display_name":"Extraction and Prediction of User Communication Behaviors From DNS Query Logs Based on Nonnegative Tensor Factorization","publication_year":2023,"publication_date":"2023-01-23","ids":{"openalex":"https://openalex.org/W4317796273","doi":"https://doi.org/10.1109/tnsm.2023.3238858"},"language":"en","primary_location":{"id":"doi:10.1109/tnsm.2023.3238858","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/tnsm.2023.3238858","pdf_url":null,"source":{"id":"https://openalex.org/S173527311","display_name":"IEEE Transactions on Network and Service Management","issn_l":"1932-4537","issn":["1932-4537","2373-7379"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Network and Service Management","raw_type":"journal-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/A5030746405","display_name":"Kotaro Hatanaka","orcid":null},"institutions":[{"id":"https://openalex.org/I2251713219","display_name":"NTT (Japan)","ror":"https://ror.org/00berct97","country_code":"JP","type":"company","lineage":["https://openalex.org/I2251713219"]},{"id":"https://openalex.org/I98285908","display_name":"The University of Osaka","ror":"https://ror.org/035t8zc32","country_code":"JP","type":"education","lineage":["https://openalex.org/I98285908"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Kotaro Hatanaka","raw_affiliation_strings":["Department of Information and Communications Technology, Osaka University, Osaka, Japan","Customer Success Department I, NTT DOCOMO, Tokyo, Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Information and Communications Technology, Osaka University, Osaka, Japan","institution_ids":["https://openalex.org/I98285908"]},{"raw_affiliation_string":"Customer Success Department I, NTT DOCOMO, Tokyo, Japan","institution_ids":["https://openalex.org/I2251713219"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101779087","display_name":"Tatsuaki Kimura","orcid":"https://orcid.org/0000-0002-8481-6482"},"institutions":[{"id":"https://openalex.org/I98285908","display_name":"The University of Osaka","ror":"https://ror.org/035t8zc32","country_code":"JP","type":"education","lineage":["https://openalex.org/I98285908"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Tatsuaki Kimura","raw_affiliation_strings":["Department of Information and Communications Technology, Osaka University, Osaka, Japan"],"raw_orcid":"https://orcid.org/0000-0002-8481-6482","affiliations":[{"raw_affiliation_string":"Department of Information and Communications Technology, Osaka University, Osaka, Japan","institution_ids":["https://openalex.org/I98285908"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007899821","display_name":"Yuka Komai","orcid":null},"institutions":[{"id":"https://openalex.org/I2251713219","display_name":"NTT (Japan)","ror":"https://ror.org/00berct97","country_code":"JP","type":"company","lineage":["https://openalex.org/I2251713219"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Yuka Komai","raw_affiliation_strings":["NTT Network Technology Laboratories, Nippon Telegraph and Telephone Corporation, Tokyo, Japan","Business and Marketing Division, Nippon Telegraph and Telephone West Corporation, Osaka, Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"NTT Network Technology Laboratories, Nippon Telegraph and Telephone Corporation, Tokyo, Japan","institution_ids":["https://openalex.org/I2251713219"]},{"raw_affiliation_string":"Business and Marketing Division, Nippon Telegraph and Telephone West Corporation, Osaka, Japan","institution_ids":["https://openalex.org/I2251713219"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009276295","display_name":"Keisuke Ishibashi","orcid":"https://orcid.org/0000-0003-1987-4456"},"institutions":[{"id":"https://openalex.org/I199080787","display_name":"International Christian University","ror":"https://ror.org/01cg0k189","country_code":"JP","type":"education","lineage":["https://openalex.org/I199080787"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Keisuke Ishibashi","raw_affiliation_strings":["College of Liberal Arts Division of Arts and Sciences, International Christian University, Tokyo, Japan"],"raw_orcid":"https://orcid.org/0000-0003-1987-4456","affiliations":[{"raw_affiliation_string":"College of Liberal Arts Division of Arts and Sciences, International Christian University, Tokyo, Japan","institution_ids":["https://openalex.org/I199080787"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014349993","display_name":"Masahiro Kobayashi","orcid":"https://orcid.org/0000-0002-6501-7095"},"institutions":[{"id":"https://openalex.org/I2251713219","display_name":"NTT (Japan)","ror":"https://ror.org/00berct97","country_code":"JP","type":"company","lineage":["https://openalex.org/I2251713219"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Masahiro Kobayashi","raw_affiliation_strings":["NTT Network Service Systems Laboratories, Nippon Telegraph and Telephone Corporation, Tokyo, Japan"],"raw_orcid":"https://orcid.org/0000-0002-6501-7095","affiliations":[{"raw_affiliation_string":"NTT Network Service Systems Laboratories, Nippon Telegraph and Telephone Corporation, Tokyo, Japan","institution_ids":["https://openalex.org/I2251713219"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5063234683","display_name":"Shigeaki Harada","orcid":null},"institutions":[{"id":"https://openalex.org/I2251713219","display_name":"NTT (Japan)","ror":"https://ror.org/00berct97","country_code":"JP","type":"company","lineage":["https://openalex.org/I2251713219"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Shigeaki Harada","raw_affiliation_strings":["NTT Network Service Systems Laboratories, Nippon Telegraph and Telephone Corporation, Tokyo, Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"NTT Network Service Systems Laboratories, Nippon Telegraph and Telephone Corporation, Tokyo, Japan","institution_ids":["https://openalex.org/I2251713219"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.8773,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.73221121,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":96},"biblio":{"volume":"20","issue":"3","first_page":"2611","last_page":"2624"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11158","display_name":"Wireless Networks and Protocols","score":0.9950000047683716,"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"}},"topics":[{"id":"https://openalex.org/T11158","display_name":"Wireless Networks and Protocols","score":0.9950000047683716,"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/T11598","display_name":"Internet Traffic Analysis and Secure E-voting","score":0.9926999807357788,"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/T10575","display_name":"Wireless Communication Networks Research","score":0.9900000095367432,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8415048122406006},{"id":"https://openalex.org/keywords/server","display_name":"Server","score":0.6761890053749084},{"id":"https://openalex.org/keywords/tensor","display_name":"Tensor (intrinsic definition)","score":0.5111573338508606},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.5035907626152039},{"id":"https://openalex.org/keywords/domain-name-system","display_name":"Domain Name System","score":0.4612724781036377},{"id":"https://openalex.org/keywords/superposition-principle","display_name":"Superposition principle","score":0.425445556640625},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.32712608575820923},{"id":"https://openalex.org/keywords/the-internet","display_name":"The Internet","score":0.12550568580627441}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8415048122406006},{"id":"https://openalex.org/C93996380","wikidata":"https://www.wikidata.org/wiki/Q44127","display_name":"Server","level":2,"score":0.6761890053749084},{"id":"https://openalex.org/C155281189","wikidata":"https://www.wikidata.org/wiki/Q3518150","display_name":"Tensor (intrinsic definition)","level":2,"score":0.5111573338508606},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5035907626152039},{"id":"https://openalex.org/C35026560","wikidata":"https://www.wikidata.org/wiki/Q8767","display_name":"Domain Name System","level":3,"score":0.4612724781036377},{"id":"https://openalex.org/C27753989","wikidata":"https://www.wikidata.org/wiki/Q284885","display_name":"Superposition principle","level":2,"score":0.425445556640625},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.32712608575820923},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.12550568580627441},{"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/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},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tnsm.2023.3238858","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/tnsm.2023.3238858","pdf_url":null,"source":{"id":"https://openalex.org/S173527311","display_name":"IEEE Transactions on Network and Service Management","issn_l":"1932-4537","issn":["1932-4537","2373-7379"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Network and Service Management","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G5415789897","display_name":null,"funder_award_id":"JP19K11946","funder_id":"https://openalex.org/F4320334764","funder_display_name":"Japan Society for the Promotion of Science"},{"id":"https://openalex.org/G6226344508","display_name":"Study on fundamental technologies for distributed control of UAV base station networks","funder_award_id":"23K24840","funder_id":"https://openalex.org/F4320334764","funder_display_name":"Japan Society for the Promotion of Science"},{"id":"https://openalex.org/G7377161317","display_name":null,"funder_award_id":"JP22H03584","funder_id":"https://openalex.org/F4320334764","funder_display_name":"Japan Society for the Promotion of Science"},{"id":"https://openalex.org/G7938316304","display_name":"Estimating Latent Demand for ICT Systems and Its Application to Designing and Controlling ICT Resources","funder_award_id":"19K11946","funder_id":"https://openalex.org/F4320334764","funder_display_name":"Japan Society for the Promotion of Science"}],"funders":[{"id":"https://openalex.org/F4320334764","display_name":"Japan Society for the Promotion of Science","ror":"https://ror.org/00hhkn466"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":40,"referenced_works":["https://openalex.org/W155384935","https://openalex.org/W1246381107","https://openalex.org/W1902027874","https://openalex.org/W2007393169","https://openalex.org/W2013029404","https://openalex.org/W2030382024","https://openalex.org/W2056291033","https://openalex.org/W2059759521","https://openalex.org/W2069181578","https://openalex.org/W2081108821","https://openalex.org/W2082550445","https://openalex.org/W2095309786","https://openalex.org/W2104298926","https://openalex.org/W2108362714","https://openalex.org/W2117852776","https://openalex.org/W2131389289","https://openalex.org/W2135029798","https://openalex.org/W2144312996","https://openalex.org/W2158204917","https://openalex.org/W2288220396","https://openalex.org/W2402531259","https://openalex.org/W2433282552","https://openalex.org/W2552480641","https://openalex.org/W2766702586","https://openalex.org/W2792817739","https://openalex.org/W2804240301","https://openalex.org/W2809104090","https://openalex.org/W2900490252","https://openalex.org/W2903219940","https://openalex.org/W2962883549","https://openalex.org/W2969632483","https://openalex.org/W3038397330","https://openalex.org/W3047152165","https://openalex.org/W3091397442","https://openalex.org/W3124052111","https://openalex.org/W4249702164","https://openalex.org/W6606342502","https://openalex.org/W6652279566","https://openalex.org/W6680012447","https://openalex.org/W6729542563"],"related_works":["https://openalex.org/W2183899684","https://openalex.org/W4308749380","https://openalex.org/W3004039032","https://openalex.org/W2012920909","https://openalex.org/W2054545906","https://openalex.org/W2065991182","https://openalex.org/W2948569047","https://openalex.org/W596534943","https://openalex.org/W2784818382","https://openalex.org/W3214913819"],"abstract_inverted_index":{"Owing":[0],"to":[1],"the":[2,6,23,47,82,97,145,176],"critical":[3],"role":[4],"of":[5,25,49,52,56,108],"domain":[7,140],"name":[8],"system":[9],"(DNS),":[10],"its":[11],"query":[12,40,121,168],"log":[13,41,122,169],"data":[14,29,42,123,170,183],"are":[15],"utilized":[16],"for":[17],"various":[18],"network":[19,26,66],"monitoring":[20],"purposes.":[21],"With":[22],"diversification":[24],"services,":[27],"these":[28,130],"have":[30,87],"become":[31],"increasingly":[32],"complex,":[33],"making":[34],"mining":[35],"useful":[36],"information":[37],"challenging.":[38],"DNS":[39,120,167],"can":[43],"be":[44],"considered":[45],"as":[46,115],"superposition":[48],"two":[50],"types":[51],"communication":[53,117,191],"patterns:":[54],"groups":[55],"domains":[57,110],"accessed":[58,109],"simultaneously":[59],"(e.g.,":[60,78],"ad":[61],"servers":[62],"and":[63,69,111,124,171,181,184,193],"content":[64],"delivery":[65],"(CDN)":[67],"servers)":[68],"time-series":[70],"access":[71,79,93,113,160],"patterns":[72,94,107,114,161,192],"based":[73,128],"on":[74,90,129],"user":[75,116],"behavior":[76],"characteristics":[77],"trends":[80],"during":[81],"night).":[83],"However,":[84],"previous":[85],"studies":[86],"not":[88],"focused":[89],"extracting":[91],"both":[92,106,159],"hidden":[95,190],"in":[96],"data.":[98],"This":[99],"study":[100],"proposes":[101],"a":[102,163],"method":[103,134,178],"that":[104,157,186],"extracts":[105,158,189],"temporal":[112,151],"behaviors":[118],"from":[119,162],"predicts":[125],"future":[126],"accesses":[127],"patterns.":[131],"The":[132],"proposed":[133,177],"first":[135],"aggregates":[136],"similar":[137],"fully":[138],"qualified":[139],"names":[141],"(FQDNs)":[142],"associated":[143],"with":[144],"same":[146],"service.":[147],"We":[148,174],"then":[149],"present":[150],"regularized":[152],"nonnegative":[153],"tensor":[154,165],"factorization":[155],"(TR-NTF)":[156],"third-order":[164],"expressing":[166],"enables":[172],"prediction.":[173],"evaluate":[175],"using":[179],"synthetic":[180],"actual":[182],"demonstrate":[185],"it":[187],"successfully":[188],"achieves":[194],"sufficient":[195],"prediction":[196],"accuracy.":[197]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":2}],"updated_date":"2025-12-24T23:09:58.560324","created_date":"2025-10-10T00:00:00"}