{"id":"https://openalex.org/W4205449531","doi":"https://doi.org/10.1109/bigdata52589.2021.9671316","title":"Understanding and Predicting Faculty Success in Winning Grant Awards","display_name":"Understanding and Predicting Faculty Success in Winning Grant Awards","publication_year":2021,"publication_date":"2021-12-15","ids":{"openalex":"https://openalex.org/W4205449531","doi":"https://doi.org/10.1109/bigdata52589.2021.9671316"},"language":"en","primary_location":{"id":"doi:10.1109/bigdata52589.2021.9671316","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bigdata52589.2021.9671316","pdf_url":null,"source":{"id":"https://openalex.org/S4363607718","display_name":"2021 IEEE International Conference on Big Data (Big Data)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"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":"2021 IEEE International Conference on Big Data (Big Data)","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/A5090376277","display_name":"Jos\u00e9 Eduardo D\u00edaz Delgado","orcid":null},"institutions":[{"id":"https://openalex.org/I63772739","display_name":"Florida Atlantic University","ror":"https://ror.org/05p8w6387","country_code":"US","type":"education","lineage":["https://openalex.org/I63772739"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Jose Delgado","raw_affiliation_strings":["Harriet L. Wilkes Honors College, Florida Atlantic University, Boca Raton, FL, USA"],"affiliations":[{"raw_affiliation_string":"Harriet L. Wilkes Honors College, Florida Atlantic University, Boca Raton, FL, USA","institution_ids":["https://openalex.org/I63772739"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084641325","display_name":"Xingquan Zhu","orcid":"https://orcid.org/0000-0003-4129-9611"},"institutions":[{"id":"https://openalex.org/I63772739","display_name":"Florida Atlantic University","ror":"https://ror.org/05p8w6387","country_code":"US","type":"education","lineage":["https://openalex.org/I63772739"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Xingquan Zhu","raw_affiliation_strings":["Dept. of Electrical Engineering & Computer Science, Florida Atlantic University, Boca Raton, FL, USA"],"affiliations":[{"raw_affiliation_string":"Dept. of Electrical Engineering & Computer Science, Florida Atlantic University, Boca Raton, FL, USA","institution_ids":["https://openalex.org/I63772739"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5091533436","display_name":"Karin Scarpinato","orcid":"https://orcid.org/0000-0002-8783-0124"},"institutions":[{"id":"https://openalex.org/I63772739","display_name":"Florida Atlantic University","ror":"https://ror.org/05p8w6387","country_code":"US","type":"education","lineage":["https://openalex.org/I63772739"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Karin Scarpinato","raw_affiliation_strings":["Sponsored Research, Florida Atlantic University, Boca Raton, FL, USA"],"affiliations":[{"raw_affiliation_string":"Sponsored Research, Florida Atlantic University, Boca Raton, FL, USA","institution_ids":["https://openalex.org/I63772739"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5029268835","display_name":"Jason O. Hallstrom","orcid":"https://orcid.org/0000-0002-4728-6099"},"institutions":[{"id":"https://openalex.org/I63772739","display_name":"Florida Atlantic University","ror":"https://ror.org/05p8w6387","country_code":"US","type":"education","lineage":["https://openalex.org/I63772739"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jason O. Hallstrom","raw_affiliation_strings":["Dept. of Electrical Engineering & Computer Science, Florida Atlantic University, Boca Raton, FL, USA"],"affiliations":[{"raw_affiliation_string":"Dept. of Electrical Engineering & Computer Science, Florida Atlantic University, Boca Raton, FL, USA","institution_ids":["https://openalex.org/I63772739"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5029812071","display_name":"Terje Hill","orcid":"https://orcid.org/0009-0001-3153-2857"},"institutions":[{"id":"https://openalex.org/I63772739","display_name":"Florida Atlantic University","ror":"https://ror.org/05p8w6387","country_code":"US","type":"education","lineage":["https://openalex.org/I63772739"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Terje Hill","raw_affiliation_strings":["Harriet L. Wilkes Honors College, Florida Atlantic University, Boca Raton, FL, USA"],"affiliations":[{"raw_affiliation_string":"Harriet L. Wilkes Honors College, Florida Atlantic University, Boca Raton, FL, USA","institution_ids":["https://openalex.org/I63772739"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5090376277"],"corresponding_institution_ids":["https://openalex.org/I63772739"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.41501104,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"5881","last_page":"5881"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12168","display_name":"Health and Medical Research Impacts","score":0.9965999722480774,"subfield":{"id":"https://openalex.org/subfields/2739","display_name":"Public Health, Environmental and Occupational Health"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},"topics":[{"id":"https://openalex.org/T12168","display_name":"Health and Medical Research Impacts","score":0.9965999722480774,"subfield":{"id":"https://openalex.org/subfields/2739","display_name":"Public Health, Environmental and Occupational Health"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T10102","display_name":"scientometrics and bibliometrics research","score":0.974399983882904,"subfield":{"id":"https://openalex.org/subfields/1804","display_name":"Statistics, Probability and Uncertainty"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10843","display_name":"Diversity and Career in Medicine","score":0.9595999717712402,"subfield":{"id":"https://openalex.org/subfields/3318","display_name":"Gender Studies"},"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/predictive-analytics","display_name":"Predictive analytics","score":0.5112266540527344},{"id":"https://openalex.org/keywords/analytics","display_name":"Analytics","score":0.46491342782974243},{"id":"https://openalex.org/keywords/medical-education","display_name":"Medical education","score":0.4259988069534302},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4172283709049225},{"id":"https://openalex.org/keywords/learning-analytics","display_name":"Learning analytics","score":0.4114394783973694},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.4101242125034332},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.4006160795688629},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.17729392647743225}],"concepts":[{"id":"https://openalex.org/C83209312","wikidata":"https://www.wikidata.org/wiki/Q1053367","display_name":"Predictive analytics","level":2,"score":0.5112266540527344},{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.46491342782974243},{"id":"https://openalex.org/C509550671","wikidata":"https://www.wikidata.org/wiki/Q126945","display_name":"Medical education","level":1,"score":0.4259988069534302},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4172283709049225},{"id":"https://openalex.org/C2777648619","wikidata":"https://www.wikidata.org/wiki/Q2845208","display_name":"Learning analytics","level":2,"score":0.4114394783973694},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.4101242125034332},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.4006160795688629},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.17729392647743225}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/bigdata52589.2021.9671316","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bigdata52589.2021.9671316","pdf_url":null,"source":{"id":"https://openalex.org/S4363607718","display_name":"2021 IEEE International Conference on Big Data (Big Data)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"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":"2021 IEEE International Conference on Big Data (Big Data)","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":1,"referenced_works":["https://openalex.org/W1975626251"],"related_works":["https://openalex.org/W1987827786","https://openalex.org/W2799586942","https://openalex.org/W2504091800","https://openalex.org/W2331775400","https://openalex.org/W2816728186","https://openalex.org/W2804624249","https://openalex.org/W2570647323","https://openalex.org/W2560130217","https://openalex.org/W605203981","https://openalex.org/W2911048623"],"abstract_inverted_index":{"This":[0],"research":[1],"involves":[2],"analytics":[3],"to":[4,14,30],"address":[5],"two":[6],"important":[7,27,62],"questions:":[8],"(1)":[9],"Can":[10],"machine":[11],"learning":[12],"help":[13],"predict":[15],"the":[16,26],"success":[17],"of":[18],"faculty":[19,42,57],"seeking":[20],"external":[21,67],"awards?":[22],"(2)":[23],"What":[24],"are":[25],"factors":[28,63],"related":[29],"such":[31],"predictive":[32],"models?":[33],"By":[34],"using":[35],"data":[36],"from":[37],"3,608":[38],"STEM":[39],"and":[40,59],"medical":[41],"across":[43],"nine":[44],"universities/institutions":[45],"in":[46,55],"Florida,":[47],"our":[48],"study":[49],"demonstrates":[50],"over":[51],"0.82":[52],"AUC":[53],"scores":[54],"predicting":[56],"success,":[58],"also":[60],"identifies":[61],"associated":[64],"with":[65],"winning":[66],"awards.":[68]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
