{"id":"https://openalex.org/W2771771122","doi":"https://doi.org/10.1109/icacci.2017.8126157","title":"Assessing employability of students using data mining techniques","display_name":"Assessing employability of students using data mining techniques","publication_year":2017,"publication_date":"2017-09-01","ids":{"openalex":"https://openalex.org/W2771771122","doi":"https://doi.org/10.1109/icacci.2017.8126157","mag":"2771771122"},"language":"en","primary_location":{"id":"doi:10.1109/icacci.2017.8126157","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icacci.2017.8126157","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 International Conference on Advances in Computing, Communications and Informatics (ICACCI)","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/A5031027968","display_name":"Yogesh Bharambe","orcid":null},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Yogesh Bharambe","raw_affiliation_strings":["Mumbai"],"affiliations":[{"raw_affiliation_string":"Mumbai","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033135632","display_name":"Nikita Mored","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Nikita Mored","raw_affiliation_strings":["Mumbai"],"affiliations":[{"raw_affiliation_string":"Mumbai","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5042389835","display_name":"Manisha Mulchandani","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Manisha Mulchandani","raw_affiliation_strings":["Mumbai"],"affiliations":[{"raw_affiliation_string":"Mumbai","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076337726","display_name":"Radha Shankarmani","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Radha Shankarmani","raw_affiliation_strings":["Mumbai"],"affiliations":[{"raw_affiliation_string":"Mumbai","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5041628362","display_name":"Sameer Ganesh Shinde","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Sameer Ganesh Shinde","raw_affiliation_strings":["Mumbai"],"affiliations":[{"raw_affiliation_string":"Mumbai","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5031027968"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":4.5148,"has_fulltext":false,"cited_by_count":42,"citation_normalized_percentile":{"value":0.94862469,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"2110","last_page":"2114"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11122","display_name":"Online Learning and Analytics","score":0.9898999929428101,"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"}},"topics":[{"id":"https://openalex.org/T11122","display_name":"Online Learning and Analytics","score":0.9898999929428101,"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"}},{"id":"https://openalex.org/T11779","display_name":"Higher Education and Employability","score":0.9726999998092651,"subfield":{"id":"https://openalex.org/subfields/3304","display_name":"Education"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T13844","display_name":"Higher Education Learning Practices","score":0.9442999958992004,"subfield":{"id":"https://openalex.org/subfields/3304","display_name":"Education"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/employability","display_name":"Employability","score":0.9874458312988281},{"id":"https://openalex.org/keywords/order","display_name":"Order (exchange)","score":0.5770231485366821},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5438019633293152},{"id":"https://openalex.org/keywords/soft-skills","display_name":"Soft skills","score":0.5432140231132507},{"id":"https://openalex.org/keywords/matching","display_name":"Matching (statistics)","score":0.53253173828125},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5305260419845581},{"id":"https://openalex.org/keywords/test","display_name":"Test (biology)","score":0.4177696704864502},{"id":"https://openalex.org/keywords/knowledge-management","display_name":"Knowledge management","score":0.40640315413475037},{"id":"https://openalex.org/keywords/medical-education","display_name":"Medical education","score":0.22348430752754211},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.16522303223609924},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.1601683795452118},{"id":"https://openalex.org/keywords/pedagogy","display_name":"Pedagogy","score":0.08881443738937378}],"concepts":[{"id":"https://openalex.org/C15302153","wikidata":"https://www.wikidata.org/wiki/Q470863","display_name":"Employability","level":2,"score":0.9874458312988281},{"id":"https://openalex.org/C182306322","wikidata":"https://www.wikidata.org/wiki/Q1779371","display_name":"Order (exchange)","level":2,"score":0.5770231485366821},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5438019633293152},{"id":"https://openalex.org/C43075056","wikidata":"https://www.wikidata.org/wiki/Q15910354","display_name":"Soft skills","level":2,"score":0.5432140231132507},{"id":"https://openalex.org/C165064840","wikidata":"https://www.wikidata.org/wiki/Q1321061","display_name":"Matching (statistics)","level":2,"score":0.53253173828125},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5305260419845581},{"id":"https://openalex.org/C2777267654","wikidata":"https://www.wikidata.org/wiki/Q3519023","display_name":"Test (biology)","level":2,"score":0.4177696704864502},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.40640315413475037},{"id":"https://openalex.org/C509550671","wikidata":"https://www.wikidata.org/wiki/Q126945","display_name":"Medical education","level":1,"score":0.22348430752754211},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.16522303223609924},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.1601683795452118},{"id":"https://openalex.org/C19417346","wikidata":"https://www.wikidata.org/wiki/Q7922","display_name":"Pedagogy","level":1,"score":0.08881443738937378},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","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},{"id":"https://openalex.org/C10138342","wikidata":"https://www.wikidata.org/wiki/Q43015","display_name":"Finance","level":1,"score":0.0},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icacci.2017.8126157","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icacci.2017.8126157","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 International Conference on Advances in Computing, Communications and Informatics (ICACCI)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Decent work and economic growth","score":0.46000000834465027,"id":"https://metadata.un.org/sdg/8"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":8,"referenced_works":["https://openalex.org/W1816343879","https://openalex.org/W2002004930","https://openalex.org/W2099813784","https://openalex.org/W2161957293","https://openalex.org/W2484030348","https://openalex.org/W2485132956","https://openalex.org/W2608658459","https://openalex.org/W2610084457"],"related_works":["https://openalex.org/W2366940568","https://openalex.org/W2391562674","https://openalex.org/W2999092794","https://openalex.org/W2948786746","https://openalex.org/W2368345821","https://openalex.org/W3176262676","https://openalex.org/W4200085251","https://openalex.org/W2183005707","https://openalex.org/W3108413638","https://openalex.org/W3192233685"],"abstract_inverted_index":{"Graduate":[0],"employability":[1,13,30,47],"is":[2,89,103],"an":[3],"increasingly":[4],"major":[5],"concern":[6],"for":[7,29,43,77,99,111,150],"academic":[8],"institutions":[9],"and":[10,21,61],"assessing":[11],"student":[12,19,26,50,173],"provides":[14],"a":[15],"way":[16],"of":[17,49,75,177],"linking":[18],"skills":[20,138],"employer":[22],"business":[23],"requirements.":[24],"Enhancing":[25],"assessment":[27,95,112],"methods":[28],"can":[31,51,120,159],"improve":[32],"their":[33,56,116,125,143,183],"understanding":[34],"about":[35],"companies":[36,167,178],"in":[37,68,127,153,169],"order":[38,69,170],"to":[39,54,70,91,114,123,148,163,171],"get":[40],"suitable":[41],"company":[42,59,76],"them.":[44],"So,":[45],"enhanced":[46],"prediction":[48],"help":[52],"them":[53],"match":[55],"desirability":[57],"with":[58,85,174,182],"requirements":[60,180],"fill":[62],"the":[63,66,72,93,166,175],"gap":[64],"between":[65],"two":[67],"fit":[71],"job":[73],"profile":[74],"which":[78],"they":[79,146],"are":[80],"looking":[81],"for.":[82],"Data":[83],"mining":[84],"intelligent":[86],"learning":[87],"algorithms":[88],"used":[90],"enrich":[92],"current":[94],"process.":[96],"The":[97],"data":[98,119,158],"training":[100],"classifier":[101],"model":[102],"collected":[104],"from":[105],"survey":[106],"by":[107],"making":[108],"students":[109],"appear":[110],"test":[113],"measure":[115],"skills.":[117,184],"This":[118],"be":[121,161],"valuable":[122],"find":[124],"proficiency":[126],"various":[128,154],"skill":[129],"sets":[130],"such":[131],"as":[132,140,142],"soft":[133],"skills,":[134,136],"problem-solving":[135],"technical":[137],"etc.":[139],"well":[141],"weaknesses":[144],"that":[145],"need":[147],"overcome":[149],"being":[151],"employable":[152],"companies.":[155],"Student":[156],"skillset":[157],"also":[160],"helpful":[162],"map":[164],"against":[165],"criteria":[168],"suggest":[172],"list":[176],"having":[179],"matching":[181]},"counts_by_year":[{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":7},{"year":2022,"cited_by_count":9},{"year":2021,"cited_by_count":7},{"year":2020,"cited_by_count":7},{"year":2019,"cited_by_count":5}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
