{"id":"https://openalex.org/W4385934236","doi":"https://doi.org/10.1109/cscs59211.2023.00074","title":"Candidate Engagement Success Prediction Using Machine Learning and Natural Language Processing Techniques","display_name":"Candidate Engagement Success Prediction Using Machine Learning and Natural Language Processing Techniques","publication_year":2023,"publication_date":"2023-05-01","ids":{"openalex":"https://openalex.org/W4385934236","doi":"https://doi.org/10.1109/cscs59211.2023.00074"},"language":"en","primary_location":{"id":"doi:10.1109/cscs59211.2023.00074","doi":"https://doi.org/10.1109/cscs59211.2023.00074","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/cscs59211.2023.00074","pdf_url":null,"source":{"id":"https://openalex.org/S4306419306","display_name":"International Conference on Control Systems and Computer Science","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":"2023 24th International Conference on Control Systems and Computer Science (CSCS)","raw_type":"proceedings-article"},"volume":null,"type":"conference-paper","is_traditional":true,"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/A5003983312","display_name":"Emiliano Mankolli","orcid":"https://orcid.org/0009-0001-4573-6826","observed_orcids":["https://orcid.org/0009-0001-4573-6826"]},"institutions":[{"id":"https://openalex.org/I273442994","display_name":"Aleksand\u00ebr Moisiu University","ror":"https://ror.org/023p15505","country_code":"AL","type":"education","lineage":["https://openalex.org/I273442994"]}],"countries":["AL"],"is_corresponding":false,"raw_author_name":"Emiliano Mankolli","raw_affiliation_strings":["Aleksand\u00ebr Moisiu University of Durr\u00ebs,Faculty of Information Technology"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Aleksand\u00ebr Moisiu University of Durr\u00ebs,Faculty of Information Technology","institution_ids":["https://openalex.org/I273442994"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5075586961","display_name":"Senada Bushati","orcid":"https://orcid.org/0009-0005-7337-557X","observed_orcids":["https://orcid.org/0009-0005-7337-557X"]},"institutions":[{"id":"https://openalex.org/I273442994","display_name":"Aleksand\u00ebr Moisiu University","ror":"https://ror.org/023p15505","country_code":"AL","type":"education","lineage":["https://openalex.org/I273442994"]}],"countries":["AL"],"is_corresponding":false,"raw_author_name":"Senada Bushati","raw_affiliation_strings":["Aleksand\u00ebr Moisiu University of Durr\u00ebs,Faculty of Information Technology"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Aleksand\u00ebr Moisiu University of Durr\u00ebs,Faculty of Information Technology","institution_ids":["https://openalex.org/I273442994"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I273442994"],"apc_list":null,"apc_paid":null,"fwci":1.1113,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.75719616,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":93,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"431","last_page":"435"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13812","display_name":"AI and HR Technologies","score":0.9990000128746033,"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":0.9990000128746033,"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":0.00039999998989515007,"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/T11122","display_name":"Online Learning and Analytics","score":9.999999747378752e-05,"subfield":{"id":"https://openalex.org/subfields/1706","display_name":"Computer Science Applications"},"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/job-vacancy-matching","display_name":"job vacancy matching","score":0.7490000128746033},{"id":"https://openalex.org/keywords/xgboost","display_name":"XGBoost","score":0.8190000057220459},{"id":"https://openalex.org/keywords/boosted-trees","display_name":"boosted trees","score":0.9020000100135803},{"id":"https://openalex.org/keywords/recruitment-automation","display_name":"recruitment automation","score":0.3070000112056732}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7924817800521851},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4807300567626953},{"id":"https://openalex.org/C2776608160","wikidata":"https://www.wikidata.org/wiki/Q4785462","display_name":"Natural (archaeology)","level":2,"score":0.4164389967918396},{"id":"https://openalex.org/C195324797","wikidata":"https://www.wikidata.org/wiki/Q33742","display_name":"Natural language","level":2,"score":0.41585278511047363},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.39535003900527954},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3267109990119934},{"id":"https://openalex.org/C95457728","wikidata":"https://www.wikidata.org/wiki/Q309","display_name":"History","level":0,"score":0.0},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/cscs59211.2023.00074","doi":"https://doi.org/10.1109/cscs59211.2023.00074","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/cscs59211.2023.00074","pdf_url":null,"source":{"id":"https://openalex.org/S4306419306","display_name":"International Conference on Control Systems and Computer Science","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":"2023 24th International Conference on Control Systems and Computer Science (CSCS)","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":5,"referenced_works":["https://openalex.org/W2295598076","https://openalex.org/W2896457183","https://openalex.org/W2980202986","https://openalex.org/W3217576783","https://openalex.org/W4292230732"],"related_works":["https://openalex.org/W4292230732","https://openalex.org/W3003929739","https://openalex.org/W7216241167","https://openalex.org/W4285243439","https://openalex.org/W7198872244","https://openalex.org/W4291177832","https://openalex.org/W4320736686","https://openalex.org/W4404915448","https://openalex.org/W4409759997","https://openalex.org/W4392945774"],"abstract_inverted_index":{"This":[0,16],"paper":[1],"presents":[2],"machine":[3],"learning":[4],"techniques":[5],"used":[6],"to":[7,43,47],"predict":[8],"a":[9,13],"candidate\u2019s":[10,49],"success":[11],"for":[12,19],"job":[14],"vacancy.":[15],"new":[17],"method":[18],"selecting":[20],"candidates,":[21],"supported":[22],"by":[23],"the":[24,48,52,57,67],"use":[25],"of":[26],"multiple":[27],"parameters,":[28],"guarantees":[29],"high":[30],"efficiency":[31],"and":[32,51],"accuracy.":[33,59,69],"Our":[34],"approach":[35],"shows":[36],"that":[37],"applying":[38],"natural":[39],"language":[40],"processing":[41],"methods":[42],"textual":[44],"data":[45],"related":[46],"profile":[50],"vacancy":[53],"description":[54],"significantly":[55],"increases":[56],"overall":[58],"Boosted":[60],"trees":[61],"as":[62],"implemented":[63],"in":[64],"XGBoost":[65],"achieved":[66],"highest":[68]},"counts_by_year":[{"year":2024,"cited_by_count":2}],"updated_date":"2026-11-10T11:39:43.021295","created_date":"2023-08-18T00:00:00"}
