{"id":"https://openalex.org/W4388482296","doi":"https://doi.org/10.48550/arxiv.2311.02476","title":"Forecasting Success of Computer Science Professors and Students Based on Their Academic and Personal Backgrounds","display_name":"Forecasting Success of Computer Science Professors and Students Based on Their Academic and Personal Backgrounds","publication_year":2023,"publication_date":"2023-11-04","ids":{"openalex":"https://openalex.org/W4388482296","doi":"https://doi.org/10.48550/arxiv.2311.02476"},"language":"en","primary_location":{"id":"pmh:oai:arXiv.org:2311.02476","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2311.02476","pdf_url":"https://arxiv.org/pdf/2311.02476","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},"type":"preprint","indexed_in":["arxiv","datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/2311.02476","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5085285061","display_name":"Ghazal Kalhor","orcid":"https://orcid.org/0000-0002-6153-9048"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Kalhor, Ghazal","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5018813049","display_name":"Behnam Bahrak","orcid":"https://orcid.org/0000-0003-4429-2511"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Bahrak, Behnam","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11122","display_name":"Online Learning and Analytics","score":0.9968000054359436,"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":0.9968000054359436,"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/T12401","display_name":"Scheduling and Timetabling Solutions","score":0.9399999976158142,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/ranking","display_name":"Ranking (information retrieval)","score":0.7754626870155334},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.619328498840332},{"id":"https://openalex.org/keywords/higher-education","display_name":"Higher education","score":0.4720395803451538},{"id":"https://openalex.org/keywords/mathematics-education","display_name":"Mathematics education","score":0.44695812463760376},{"id":"https://openalex.org/keywords/graduate-students","display_name":"Graduate students","score":0.42477524280548096},{"id":"https://openalex.org/keywords/medical-education","display_name":"Medical education","score":0.4158828854560852},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.39695292711257935},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.3557373285293579},{"id":"https://openalex.org/keywords/management","display_name":"Management","score":0.2628466486930847},{"id":"https://openalex.org/keywords/political-science","display_name":"Political science","score":0.23807811737060547},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.13326719403266907},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.10927975177764893},{"id":"https://openalex.org/keywords/economics","display_name":"Economics","score":0.08266317844390869}],"concepts":[{"id":"https://openalex.org/C189430467","wikidata":"https://www.wikidata.org/wiki/Q7293293","display_name":"Ranking (information retrieval)","level":2,"score":0.7754626870155334},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.619328498840332},{"id":"https://openalex.org/C120912362","wikidata":"https://www.wikidata.org/wiki/Q136822","display_name":"Higher education","level":2,"score":0.4720395803451538},{"id":"https://openalex.org/C145420912","wikidata":"https://www.wikidata.org/wiki/Q853077","display_name":"Mathematics education","level":1,"score":0.44695812463760376},{"id":"https://openalex.org/C3020528894","wikidata":"https://www.wikidata.org/wiki/Q20820271","display_name":"Graduate students","level":2,"score":0.42477524280548096},{"id":"https://openalex.org/C509550671","wikidata":"https://www.wikidata.org/wiki/Q126945","display_name":"Medical education","level":1,"score":0.4158828854560852},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.39695292711257935},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.3557373285293579},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.2628466486930847},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.23807811737060547},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.13326719403266907},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.10927975177764893},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.08266317844390869},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"pmh:oai:arXiv.org:2311.02476","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2311.02476","pdf_url":"https://arxiv.org/pdf/2311.02476","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},{"id":"doi:10.48550/arxiv.2311.02476","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2311.02476","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"Preprint"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:2311.02476","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2311.02476","pdf_url":"https://arxiv.org/pdf/2311.02476","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4388482296.pdf","grobid_xml":"https://content.openalex.org/works/W4388482296.grobid-xml"},"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W2188500270","https://openalex.org/W2303858293","https://openalex.org/W2798198862","https://openalex.org/W2915512527","https://openalex.org/W51364034","https://openalex.org/W2798997222","https://openalex.org/W2793336762","https://openalex.org/W2091548507","https://openalex.org/W2368816706","https://openalex.org/W3032003616"],"abstract_inverted_index":{"After":[0],"completing":[1],"their":[2,57,71,97,106],"undergraduate":[3,118],"studies,":[4],"many":[5],"computer":[6,127],"science":[7,128],"(CS)":[8],"students":[9,121],"apply":[10],"for":[11,151],"competitive":[12],"graduate":[13],"programs":[14],"in":[15,87,104,116],"North":[16,78],"America.":[17],"Their":[18],"long-term":[19],"goal":[20],"is":[21,100,113],"often":[22],"to":[23,35,76,83,123,136],"be":[24],"hired":[25],"by":[26],"one":[27],"of":[28,43,46,66,73,96,120,140,149],"the":[29,44,53,64,88,94,117,124,138],"big":[30],"five":[31],"tech":[32],"companies":[33],"or":[34],"become":[36],"a":[37,101,114],"faculty":[38],"member.":[39],"Therefore,":[40],"being":[41,74],"aware":[42],"role":[45],"admission":[47],"criteria":[48],"may":[49],"help":[50],"them":[51],"choose":[52],"best":[54],"path":[55],"towards":[56],"goals.":[58,107],"In":[59],"this":[60,152],"paper,":[61],"we":[62,131],"analyze":[63],"influence":[65],"students'":[67],"previous":[68],"universities":[69,80,99],"on":[70],"chances":[72],"accepted":[75],"prestigious":[77],"American":[79],"and":[81],"returning":[82],"academia":[84],"as":[85],"professors":[86,141],"future.":[89],"Our":[90],"findings":[91],"demonstrate":[92],"that":[93,111],"ranking":[95],"prior":[98],"significant":[102],"factor":[103],"achieving":[105],"We":[108,145],"then":[109],"illustrate":[110],"there":[112],"bias":[115],"institutions":[119],"admitted":[122],"top":[125],"25":[126],"programs.":[129],"Finally,":[130],"employ":[132],"machine":[133],"learning":[134],"models":[135],"forecast":[137],"success":[139],"at":[142],"these":[143],"universities.":[144],"achieved":[146],"an":[147],"RMSE":[148],"7.85":[150],"prediction":[153],"task.":[154]},"counts_by_year":[],"updated_date":"2026-08-23T07:36:19.812096","created_date":"2023-11-08T00:00:00"}
