{"id":"https://openalex.org/W4406949697","doi":"https://doi.org/10.1109/icaic63015.2025.10848956","title":"Optimizing Cybersecurity Recruitment with Graph-Based Algorithms","display_name":"Optimizing Cybersecurity Recruitment with Graph-Based Algorithms","publication_year":2025,"publication_date":"2025-01-29","ids":{"openalex":"https://openalex.org/W4406949697","doi":"https://doi.org/10.1109/icaic63015.2025.10848956"},"language":"en","primary_location":{"id":"doi:10.1109/icaic63015.2025.10848956","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icaic63015.2025.10848956","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 IEEE 4th International Conference on AI in Cybersecurity (ICAIC)","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/A5107420119","display_name":"Jesudhas Yogarajah","orcid":null},"institutions":[{"id":"https://openalex.org/I123534392","display_name":"University of North Texas","ror":"https://ror.org/00v97ad02","country_code":"US","type":"education","lineage":["https://openalex.org/I123534392"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Jesudhas Yogarajah","raw_affiliation_strings":["University of North Texas,Information Science,Denton,TX,US"],"affiliations":[{"raw_affiliation_string":"University of North Texas,Information Science,Denton,TX,US","institution_ids":["https://openalex.org/I123534392"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5009360571","display_name":"Gahangir Hossain","orcid":"https://orcid.org/0000-0002-8205-4939"},"institutions":[{"id":"https://openalex.org/I123534392","display_name":"University of North Texas","ror":"https://ror.org/00v97ad02","country_code":"US","type":"education","lineage":["https://openalex.org/I123534392"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Gahangir Hossain","raw_affiliation_strings":["University of North Texas,Information Science,Denton,TX,US"],"affiliations":[{"raw_affiliation_string":"University of North Texas,Information Science,Denton,TX,US","institution_ids":["https://openalex.org/I123534392"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5107420119"],"corresponding_institution_ids":["https://openalex.org/I123534392"],"apc_list":null,"apc_paid":null,"fwci":2.6381,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.87566573,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"7"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12292","display_name":"Graph Theory and Algorithms","score":0.9929999709129333,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T12292","display_name":"Graph Theory and Algorithms","score":0.9929999709129333,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T11273","display_name":"Advanced Graph Neural Networks","score":0.9354000091552734,"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/T10734","display_name":"Information and Cyber Security","score":0.9111999869346619,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7519454956054688},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.44581297039985657},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.40530574321746826},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3813651204109192},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.36568230390548706}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7519454956054688},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.44581297039985657},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.40530574321746826},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3813651204109192},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.36568230390548706}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icaic63015.2025.10848956","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icaic63015.2025.10848956","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 IEEE 4th International Conference on AI in Cybersecurity (ICAIC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320306110","display_name":"U.S. Department of Homeland Security","ror":"https://ror.org/00jyr0d86"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":17,"referenced_works":["https://openalex.org/W2077000877","https://openalex.org/W2088011174","https://openalex.org/W2800771502","https://openalex.org/W2904001516","https://openalex.org/W2927554065","https://openalex.org/W3134754575","https://openalex.org/W3166059025","https://openalex.org/W4205408588","https://openalex.org/W4283171049","https://openalex.org/W4312784883","https://openalex.org/W4321787130","https://openalex.org/W4328094966","https://openalex.org/W4362670482","https://openalex.org/W4386566431","https://openalex.org/W4389032434","https://openalex.org/W4390678155","https://openalex.org/W4391289103"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2051487156","https://openalex.org/W2073681303","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109"],"abstract_inverted_index":{"This":[0,152],"research":[1,65],"explores":[2],"optimizing":[3],"recruitment":[4,70,146],"and":[5,17,29,34,62,87,136,148,168],"shortlisting":[6],"processes":[7],"using":[8],"advanced":[9],"graph":[10,22,77,112],"algorithms.":[11],"The":[12,64,138],"study":[13],"aims":[14,119],"to":[15,98,105,120,158],"construct":[16],"refine":[18,100],"a":[19,155,162],"dynamic":[20],"knowledge":[21],"that":[23,116],"integrates":[24],"cybersecurity":[25],"job-seeking":[26],"candidates,":[27],"skills,":[28],"job":[30,85],"opportunities,":[31],"enabling":[32],"efficient":[33],"equitable":[35],"matching.":[36],"Key":[37],"supports":[38],"include":[39],"the":[40,76,91,96,117,122],"graph-based":[41],"algorithms":[42],"ranking":[43],"inspired":[44],"by":[45,71],"PageRank,":[46],"prioritizing":[47],"candidates":[48],"based":[49],"on":[50,128],"skill":[51,83],"relevance":[52],"while":[53,133],"accounting":[54],"for":[55,171],"objective":[56],"factors":[57],"such":[58],"as":[59],"location,":[60],"experience,":[61],"diversity.":[63],"also":[66],"addresses":[67],"fairness":[68],"in":[69,82,143],"introducing":[72],"bias-detection":[73],"mechanisms":[74],"within":[75],"structure,":[78],"mitigating":[79],"discriminatory":[80],"practices":[81],"identification,":[84],"descriptions,":[86],"candidate":[88],"profiling.":[89],"Additionally,":[90],"framework":[92],"incorporates":[93],"feedback":[94],"from":[95],"recruiter":[97],"continuously":[99],"matching":[101],"algorithms,":[102,113],"ensuring":[103],"adaptability":[104],"evolving":[106],"hiring":[107],"requirements.":[108],"By":[109],"leveraging":[110],"fairness-aware":[111],"we":[114],"proposed":[115],"system":[118],"reduce":[121],"impact":[123],"of":[124],"biased":[125],"training":[126],"data":[127],"Human":[129],"Resource":[130],"(HR)":[131],"decision-making":[132],"enhancing":[134],"transparency":[135],"trust.":[137],"evaluation":[139],"will":[140],"measure":[141],"improvements":[142],"candidate-job":[144],"fit,":[145],"efficiency,":[147],"participants\u2019":[149],"overall":[150],"satisfaction.":[151],"work":[153],"offers":[154],"transformative":[156],"approach":[157],"automated":[159],"recruitment,":[160],"providing":[161],"scalable,":[163],"unbiased,":[164],"or":[165],"less":[166],"biased,":[167],"performance-driven":[169],"solution":[170],"modern":[172],"HR":[173],"challenges.":[174]},"counts_by_year":[{"year":2025,"cited_by_count":2}],"updated_date":"2025-12-21T01:58:51.020947","created_date":"2025-10-10T00:00:00"}