{"id":"https://openalex.org/W4404031448","doi":"https://doi.org/10.1109/icccnt61001.2024.10724870","title":"Innovations In Hr Analytics By Using Swarm Based Ann For Employee Performance Prediction","display_name":"Innovations In Hr Analytics By Using Swarm Based Ann For Employee Performance Prediction","publication_year":2024,"publication_date":"2024-06-24","ids":{"openalex":"https://openalex.org/W4404031448","doi":"https://doi.org/10.1109/icccnt61001.2024.10724870"},"language":"en","primary_location":{"id":"doi:10.1109/icccnt61001.2024.10724870","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/icccnt61001.2024.10724870","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 15th International Conference on Computing Communication and Networking Technologies (ICCCNT)","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/A5114372828","display_name":"Madhu Latha Veerapaneni","orcid":null},"institutions":[{"id":"https://openalex.org/I875944469","display_name":"Koneru Lakshmaiah Education Foundation","ror":"https://ror.org/02k949197","country_code":"IN","type":"education","lineage":["https://openalex.org/I875944469"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Madhu Latha Veerapaneni","raw_affiliation_strings":["Koneru Lakshmaiah Education Foundation,Business School,Vaddeswaram,A.P,India"],"affiliations":[{"raw_affiliation_string":"Koneru Lakshmaiah Education Foundation,Business School,Vaddeswaram,A.P,India","institution_ids":["https://openalex.org/I875944469"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5114516101","display_name":"K. Malarkodi","orcid":null},"institutions":[{"id":"https://openalex.org/I4387154466","display_name":"M. Kumarasamy College of Engineering","ror":"https://ror.org/03z0n5k81","country_code":null,"type":"education","lineage":["https://openalex.org/I4387154466"]}],"countries":[],"is_corresponding":false,"raw_author_name":"K. Malarkodi","raw_affiliation_strings":["M. Kumarasamy college of Engineering,Department of Management Studies,Karur,Tamilnadu"],"affiliations":[{"raw_affiliation_string":"M. Kumarasamy college of Engineering,Department of Management Studies,Karur,Tamilnadu","institution_ids":["https://openalex.org/I4387154466"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5114516102","display_name":"Venkata Dharani Vandanapu","orcid":null},"institutions":[{"id":"https://openalex.org/I875944469","display_name":"Koneru Lakshmaiah Education Foundation","ror":"https://ror.org/02k949197","country_code":"IN","type":"education","lineage":["https://openalex.org/I875944469"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Venkata Dharani Vandanapu","raw_affiliation_strings":["Koneru Lakshmaiah Education Foundation,Business School,Vaddeswaram,A.P,India"],"affiliations":[{"raw_affiliation_string":"Koneru Lakshmaiah Education Foundation,Business School,Vaddeswaram,A.P,India","institution_ids":["https://openalex.org/I875944469"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5114516103","display_name":"Vissamsetti Prasanna Lakshmi Manasa","orcid":null},"institutions":[{"id":"https://openalex.org/I875944469","display_name":"Koneru Lakshmaiah Education Foundation","ror":"https://ror.org/02k949197","country_code":"IN","type":"education","lineage":["https://openalex.org/I875944469"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Vissamsetti Prasanna Lakshmi Manasa","raw_affiliation_strings":["Koneru Lakshmaiah Education Foundation,Business School,Vaddeswaram,A.P,India"],"affiliations":[{"raw_affiliation_string":"Koneru Lakshmaiah Education Foundation,Business School,Vaddeswaram,A.P,India","institution_ids":["https://openalex.org/I875944469"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5114372831","display_name":"Mandala Kusuma Amrutha","orcid":null},"institutions":[{"id":"https://openalex.org/I875944469","display_name":"Koneru Lakshmaiah Education Foundation","ror":"https://ror.org/02k949197","country_code":"IN","type":"education","lineage":["https://openalex.org/I875944469"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Mandala Kusuma Amrutha","raw_affiliation_strings":["Koneru Lakshmaiah Education Foundation,Business School,Vaddeswaram,A.P,India"],"affiliations":[{"raw_affiliation_string":"Koneru Lakshmaiah Education Foundation,Business School,Vaddeswaram,A.P,India","institution_ids":["https://openalex.org/I875944469"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5114372832","display_name":"Rabecca Manda","orcid":null},"institutions":[{"id":"https://openalex.org/I875944469","display_name":"Koneru Lakshmaiah Education Foundation","ror":"https://ror.org/02k949197","country_code":"IN","type":"education","lineage":["https://openalex.org/I875944469"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Rabecca Manda","raw_affiliation_strings":["Koneru Lakshmaiah Education Foundation,Business School,Vaddeswaram,A.P,India"],"affiliations":[{"raw_affiliation_string":"Koneru Lakshmaiah Education Foundation,Business School,Vaddeswaram,A.P,India","institution_ids":["https://openalex.org/I875944469"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5114372828"],"corresponding_institution_ids":["https://openalex.org/I875944469"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.27197213,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13812","display_name":"AI and HR Technologies","score":0.9599000215530396,"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":0.9599000215530396,"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/T11891","display_name":"Big Data and Business Intelligence","score":0.9315000176429749,"subfield":{"id":"https://openalex.org/subfields/1404","display_name":"Management Information Systems"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/analytics","display_name":"Analytics","score":0.669725239276886},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6550880074501038},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.3852393627166748}],"concepts":[{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.669725239276886},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6550880074501038},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3852393627166748}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icccnt61001.2024.10724870","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/icccnt61001.2024.10724870","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 15th International Conference on Computing Communication and Networking Technologies (ICCCNT)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":12,"referenced_works":["https://openalex.org/W3039269141","https://openalex.org/W3043109987","https://openalex.org/W3118651100","https://openalex.org/W3129054381","https://openalex.org/W3154670508","https://openalex.org/W3158390126","https://openalex.org/W3164764677","https://openalex.org/W4292567524","https://openalex.org/W4313839703","https://openalex.org/W4320724473","https://openalex.org/W4361994867","https://openalex.org/W4385876740"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052"],"abstract_inverted_index":{"In":[0],"today":[1],"business":[2],"world,":[3],"improving":[4],"employee":[5,39],"management":[6],"is":[7,127],"important":[8],"for":[9],"organizations,":[10],"and":[11,61,101,105,113],"HR":[12,82],"analytics":[13],"plays":[14],"a":[15,25,75,95],"key":[16],"role":[17],"in":[18,66],"achieving":[19],"this":[20],"goal.":[21],"This":[22],"study":[23],"offers":[24],"new":[26],"perspective":[27],"on":[28],"human":[29,64],"resources":[30],"analysis":[31],"using":[32],"population-based":[33],"neural":[34,96,125],"networks":[35],"(ANN)":[36],"to":[37,49,56],"predict":[38],"performance.":[40],"Performance":[41],"prediction":[42,120],"models":[43,53],"have":[44,71],"always":[45],"been":[46],"controversial":[47],"due":[48],"their":[50],"inaccuracies.":[51],"These":[52],"often":[54],"fail":[55],"accurately":[57],"reflect":[58],"the":[59,86,91,108,119,123,131],"complexity":[60],"dynamics":[62],"of":[63,88,122],"behavior":[65],"professional":[67],"environments.":[68],"Existing":[69],"studies":[70],"not":[72],"yet":[73],"provided":[74],"solution":[76],"that":[77,118],"combines":[78],"crowdsourced":[79],"algorithms":[80],"with":[81],"analytics.":[83],"Inspired":[84],"by":[85],"principles":[87],"crowd":[89],"intelligence,":[90],"proposed":[92],"method":[93],"creates":[94],"network":[97,126],"model.":[98,133],"Employee":[99],"experiences":[100],"insights":[102],"are":[103],"learned":[104],"adapted":[106],"from":[107],"network.":[109],"After":[110],"extensive":[111],"testing":[112],"validation,":[114],"it":[115],"was":[116],"found":[117],"ability":[121],"crowd-based":[124],"much":[128],"better":[129],"than":[130],"original":[132]},"counts_by_year":[],"updated_date":"2025-12-22T23:10:17.713674","created_date":"2025-10-10T00:00:00"}
