{"id":"https://openalex.org/W4401754342","doi":"https://doi.org/10.1109/iconscept61884.2024.10627825","title":"An ML-based Resume Screening and Ranking System","display_name":"An ML-based Resume Screening and Ranking System","publication_year":2024,"publication_date":"2024-07-04","ids":{"openalex":"https://openalex.org/W4401754342","doi":"https://doi.org/10.1109/iconscept61884.2024.10627825"},"language":"en","primary_location":{"id":"doi:10.1109/iconscept61884.2024.10627825","doi":"https://doi.org/10.1109/iconscept61884.2024.10627825","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iconscept61884.2024.10627825","pdf_url":null,"source":{"id":"https://openalex.org/S7407088569","display_name":"International Conference on Signal Processing, Computation, Electronics, Power and Telecommunication (IConSCEPT)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 International Conference on Signal Processing, Computation, Electronics, Power and Telecommunication (IConSCEPT)","raw_type":"proceedings-article"},"volume":null,"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/A5106662902","display_name":"Vishaline AR","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I81556334","display_name":"Amrita Vishwa Vidyapeetham","ror":"https://ror.org/03am10p12","country_code":"IN","type":"education","lineage":["https://openalex.org/I81556334"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Vishaline AR","raw_affiliation_strings":["Amrita School of Engineering,Department of Electronics and Communication Engineering,Coimbatore,Amrita Vishwa Vidyapeetham,India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Amrita School of Engineering,Department of Electronics and Communication Engineering,Coimbatore,Amrita Vishwa Vidyapeetham,India","institution_ids":["https://openalex.org/I81556334"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5108972446","display_name":"Riya Kallankattil Pramodh Kumar","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I81556334","display_name":"Amrita Vishwa Vidyapeetham","ror":"https://ror.org/03am10p12","country_code":"IN","type":"education","lineage":["https://openalex.org/I81556334"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Riya Kallankattil Pramodh Kumar","raw_affiliation_strings":["Amrita School of Engineering,Department of Electronics and Communication Engineering,Coimbatore,Amrita Vishwa Vidyapeetham,India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Amrita School of Engineering,Department of Electronics and Communication Engineering,Coimbatore,Amrita Vishwa Vidyapeetham,India","institution_ids":["https://openalex.org/I81556334"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5106662903","display_name":"Sai Pramod VVNS","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I81556334","display_name":"Amrita Vishwa Vidyapeetham","ror":"https://ror.org/03am10p12","country_code":"IN","type":"education","lineage":["https://openalex.org/I81556334"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Sai Pramod VVNS","raw_affiliation_strings":["Amrita School of Engineering,Department of Electronics and Communication Engineering,Coimbatore,Amrita Vishwa Vidyapeetham,India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Amrita School of Engineering,Department of Electronics and Communication Engineering,Coimbatore,Amrita Vishwa Vidyapeetham,India","institution_ids":["https://openalex.org/I81556334"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5106662904","display_name":"Vignesh KVK","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I81556334","display_name":"Amrita Vishwa Vidyapeetham","ror":"https://ror.org/03am10p12","country_code":"IN","type":"education","lineage":["https://openalex.org/I81556334"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Vignesh KVK","raw_affiliation_strings":["Amrita School of Engineering,Department of Electronics and Communication Engineering,Coimbatore,Amrita Vishwa Vidyapeetham,India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Amrita School of Engineering,Department of Electronics and Communication Engineering,Coimbatore,Amrita Vishwa Vidyapeetham,India","institution_ids":["https://openalex.org/I81556334"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5030676738","display_name":"Sudheesh P G","orcid":"https://orcid.org/0000-0002-8291-1275","observed_orcids":["https://orcid.org/0000-0002-8291-1275"]},"institutions":[{"id":"https://openalex.org/I81556334","display_name":"Amrita Vishwa Vidyapeetham","ror":"https://ror.org/03am10p12","country_code":"IN","type":"education","lineage":["https://openalex.org/I81556334"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Sudheesh P","raw_affiliation_strings":["Amrita School of Engineering,Department of Electronics and Communication Engineering,Coimbatore,Amrita Vishwa Vidyapeetham,India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Amrita School of Engineering,Department of Electronics and Communication Engineering,Coimbatore,Amrita Vishwa Vidyapeetham,India","institution_ids":["https://openalex.org/I81556334"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I81556334"],"apc_list":null,"apc_paid":null,"fwci":12.6734,"has_fulltext":false,"cited_by_count":17,"citation_normalized_percentile":{"value":0.98754275,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13812","display_name":"AI and HR Technologies","score":0.9994999766349792,"subfield":{"id":"https://openalex.org/subfields/1407","display_name":"Organizational Behavior and Human Resource Management"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T13812","display_name":"AI and HR Technologies","score":0.9994999766349792,"subfield":{"id":"https://openalex.org/subfields/1407","display_name":"Organizational Behavior and Human Resource Management"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T12415","display_name":"Employer Branding and e-HRM","score":9.999999747378752e-05,"subfield":{"id":"https://openalex.org/subfields/1407","display_name":"Organizational Behavior and Human Resource Management"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10203","display_name":"Recommender Systems and Techniques","score":0.0,"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/resume-screening","display_name":"resume screening","score":0.984000027179718},{"id":"https://openalex.org/keywords/recruitment-automation","display_name":"recruitment automation","score":0.7009999752044678},{"id":"https://openalex.org/keywords/candidate-ranking","display_name":"candidate ranking","score":0.8920000195503235},{"id":"https://openalex.org/keywords/xgboost","display_name":"XGBoost","score":0.9380000233650208},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"support vector machine","score":0.6790000200271606},{"id":"https://openalex.org/keywords/naive-bayes","display_name":"naive Bayes","score":0.8930000066757202},{"id":"https://openalex.org/keywords/model-comparison","display_name":"model comparison","score":0.7490000128746033},{"id":"https://openalex.org/keywords/web-application","display_name":"web application","score":0.7599999904632568}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6292548179626465},{"id":"https://openalex.org/C189430467","wikidata":"https://www.wikidata.org/wiki/Q7293293","display_name":"Ranking (information retrieval)","level":2,"score":0.5631285905838013},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2993679940700531}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/iconscept61884.2024.10627825","doi":"https://doi.org/10.1109/iconscept61884.2024.10627825","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iconscept61884.2024.10627825","pdf_url":null,"source":{"id":"https://openalex.org/S7407088569","display_name":"International Conference on Signal Processing, Computation, Electronics, Power and Telecommunication (IConSCEPT)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 International Conference on Signal Processing, Computation, Electronics, Power and Telecommunication (IConSCEPT)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":24,"referenced_works":["https://openalex.org/W1577304934","https://openalex.org/W1967903496","https://openalex.org/W2613345842","https://openalex.org/W2786115019","https://openalex.org/W2974213720","https://openalex.org/W2997994519","https://openalex.org/W3017358845","https://openalex.org/W3034714000","https://openalex.org/W3082673869","https://openalex.org/W3094511238","https://openalex.org/W3132467470","https://openalex.org/W3134815299","https://openalex.org/W3210526388","https://openalex.org/W4206440014","https://openalex.org/W4213280401","https://openalex.org/W4234078210","https://openalex.org/W4251241535","https://openalex.org/W4256456418","https://openalex.org/W4283321056","https://openalex.org/W4292572317","https://openalex.org/W4293811826","https://openalex.org/W4312279219","https://openalex.org/W4362470399","https://openalex.org/W4391924475"],"related_works":["https://openalex.org/W7217804218","https://openalex.org/W4394987396","https://openalex.org/W7155932806","https://openalex.org/W4413461201","https://openalex.org/W7014901725","https://openalex.org/W4406221661","https://openalex.org/W7162767525","https://openalex.org/W4408400830","https://openalex.org/W4417515642","https://openalex.org/W7217415442"],"abstract_inverted_index":{"In":[0],"today's":[1],"job":[2,72],"market,":[3],"resumes":[4,190],"have":[5,117],"flooded":[6],"businesses,":[7],"and":[8,27,61,80,93,106,115,120,127,133,161,177,199,221],"the":[9,54,59,75,88,98,124,148,169,181,188,196,203,210,217,223],"recruitment":[10],"process":[11,42,220],"has":[12,142],"become":[13],"an":[14],"imposing":[15],"task":[16],"for":[17,70,209],"companies.":[18],"The":[19],"traditional":[20],"ways":[21],"of":[22,63,77,90,150],"resume":[23,218],"screening":[24,99,219],"are":[25,67,191],"time-consuming":[26],"biased.":[28],"To":[29,130],"address":[30],"these":[31,151],"challenges,":[32],"this":[33,41,52],"research":[34,50],"paper":[35],"proposes":[36],"a":[37,136,139,185],"solution":[38],"to":[39,57,96,122,134,167,205,215],"automate":[40],"through":[43],"machine":[44],"learning":[45],"techniques.":[46],"Based":[47],"on":[48,195],"existing":[49],"in":[51,180],"field,":[53],"aim":[55],"is":[56,165,178],"improve":[58,131],"efficiency":[60],"accuracy":[62],"selecting":[64],"candidates":[65,208],"that":[66],"best":[68],"suited":[69],"each":[71,101],"role":[73],"without":[74],"use":[76,89],"complex":[78],"techniques":[79,95],"provide":[81],"equally":[82],"good":[83],"results.":[84],"Existing":[85],"methods":[86],"involve":[87],"NLP,":[91],"ML,":[92],"AI":[94],"perform":[97],"process,":[100],"having":[102],"its":[103],"own":[104],"advantages":[105],"disadvantages.":[107],"Different":[108],"ML":[109],"models":[110,152],"like":[111],"SVM,":[112],"Naive":[113],"Bayes,":[114],"XGBoost":[116,164],"been":[118,144],"explored":[119],"compared":[121],"find":[123],"most":[125,170],"suitable":[126,171,207],"accurate":[128],"approach.":[129],"accessibility":[132],"implement":[135],"user-friendly":[137],"system,":[138],"web":[140,182],"application":[141],"also":[143],"created.":[145],"On":[146],"comparing":[147],"performance":[149,155],"using":[153],"various":[154],"metrics":[156],"such":[157],"as":[158],"accuracy,":[159],"precision,":[160],"F1":[162],"score,":[163],"found":[166],"be":[168],"model":[172],"with":[173],"0.89":[174],"AUC-ROC":[175],"value":[176],"used":[179],"application.":[183],"As":[184],"novel":[186],"approach,":[187],"candidates\u2019":[189],"assigned":[192],"scores":[193],"based":[194],"user's":[197],"requirements":[198],"then":[200],"ranked":[201],"enabling":[202],"recruiter":[204],"shortlist":[206],"job.":[211],"This":[212],"approach":[213],"aims":[214],"simplify":[216],"revolutionize":[222],"hiring":[224],"process.":[225]},"counts_by_year":[{"year":2026,"cited_by_count":5},{"year":2025,"cited_by_count":11},{"year":2024,"cited_by_count":1}],"updated_date":"2026-11-04T10:54:05.112534","created_date":"2024-08-23T00:00:00"}