{"id":"https://openalex.org/W4406091073","doi":"https://doi.org/10.1587/transinf.2023edp7250","title":"Sports Performance Prediction for College Students through Ensemble Learning Algorithm","display_name":"Sports Performance Prediction for College Students through Ensemble Learning Algorithm","publication_year":2025,"publication_date":"2025-01-06","ids":{"openalex":"https://openalex.org/W4406091073","doi":"https://doi.org/10.1587/transinf.2023edp7250"},"language":"en","primary_location":{"id":"doi:10.1587/transinf.2023edp7250","is_oa":true,"landing_page_url":"https://doi.org/10.1587/transinf.2023edp7250","pdf_url":"https://www.jstage.jst.go.jp/article/transinf/advpub/0/advpub_2023EDP7250/_pdf","source":{"id":"https://openalex.org/S2486202937","display_name":"IEICE Transactions on Information and Systems","issn_l":"0916-8532","issn":["0916-8532","1745-1361"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4320800604","host_organization_name":"Institute of Electronics, Information and Communication Engineers","host_organization_lineage":["https://openalex.org/P4320800604"],"host_organization_lineage_names":["Institute of Electronics, Information and Communication Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEICE Transactions on Information and Systems","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://www.jstage.jst.go.jp/article/transinf/advpub/0/advpub_2023EDP7250/_pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5101780505","display_name":"Rong Huang","orcid":"https://orcid.org/0000-0002-5851-3533"},"institutions":[{"id":"https://openalex.org/I41198531","display_name":"Nanjing University of Posts and Telecommunications","ror":"https://ror.org/043bpky34","country_code":"CN","type":"education","lineage":["https://openalex.org/I41198531"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Rong HUANG","raw_affiliation_strings":["Information Construction and Management Office, Nanjing University of Posts and Telecommunications","Nanjing University of Posts and Telecommunications, Information construction and Management Office"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Information Construction and Management Office, Nanjing University of Posts and Telecommunications","institution_ids":["https://openalex.org/I41198531"]},{"raw_affiliation_string":"Nanjing University of Posts and Telecommunications, Information construction and Management Office","institution_ids":["https://openalex.org/I41198531"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5069176479","display_name":"Qian Zewen","orcid":null},"institutions":[{"id":"https://openalex.org/I2799736854","display_name":"Nanjing Institute of Technology","ror":"https://ror.org/00n6txq60","country_code":"CN","type":"education","lineage":["https://openalex.org/I2799736854"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zewen QIAN","raw_affiliation_strings":["School of Information and Communication Engineering, Nanjing Institute of Technology"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Information and Communication Engineering, Nanjing Institute of Technology","institution_ids":["https://openalex.org/I2799736854"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010876696","display_name":"Hao Ma","orcid":"https://orcid.org/0000-0001-7608-0455"},"institutions":[{"id":"https://openalex.org/I2799736854","display_name":"Nanjing Institute of Technology","ror":"https://ror.org/00n6txq60","country_code":"CN","type":"education","lineage":["https://openalex.org/I2799736854"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hao MA","raw_affiliation_strings":["School of Information and Communication Engineering, Nanjing Institute of Technology"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Information and Communication Engineering, Nanjing Institute of Technology","institution_ids":["https://openalex.org/I2799736854"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5115780184","display_name":"Han Zhezhe","orcid":null},"institutions":[{"id":"https://openalex.org/I2799736854","display_name":"Nanjing Institute of Technology","ror":"https://ror.org/00n6txq60","country_code":"CN","type":"education","lineage":["https://openalex.org/I2799736854"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhezhe HAN","raw_affiliation_strings":["School of Information and Communication Engineering, Nanjing Institute of Technology"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Information and Communication Engineering, Nanjing Institute of Technology","institution_ids":["https://openalex.org/I2799736854"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5102384649","display_name":"Xie Yue","orcid":null},"institutions":[{"id":"https://openalex.org/I2799736854","display_name":"Nanjing Institute of Technology","ror":"https://ror.org/00n6txq60","country_code":"CN","type":"education","lineage":["https://openalex.org/I2799736854"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yue XIE","raw_affiliation_strings":["School of Information and Communication Engineering, Nanjing Institute of Technology"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Information and Communication Engineering, Nanjing Institute of Technology","institution_ids":["https://openalex.org/I2799736854"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":4.8069,"has_fulltext":true,"cited_by_count":4,"citation_normalized_percentile":{"value":0.93577615,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":91,"max":98},"biblio":{"volume":"E108.D","issue":"7","first_page":"776","last_page":"783"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T14139","display_name":"E-commerce and Technology Innovations","score":0.670799970626831,"subfield":{"id":"https://openalex.org/subfields/1403","display_name":"Business and International 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/T14139","display_name":"E-commerce and Technology Innovations","score":0.670799970626831,"subfield":{"id":"https://openalex.org/subfields/1403","display_name":"Business and International 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/T13647","display_name":"AI and Big Data Applications","score":0.6344000101089478,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T12260","display_name":"Educational Technology and Pedagogy","score":0.6062999963760376,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/computer-science","display_name":"Computer science","score":0.8575689792633057},{"id":"https://openalex.org/keywords/ensemble-learning","display_name":"Ensemble learning","score":0.5333889126777649},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5136207938194275},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4567834138870239},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.37036770582199097}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8575689792633057},{"id":"https://openalex.org/C45942800","wikidata":"https://www.wikidata.org/wiki/Q245652","display_name":"Ensemble learning","level":2,"score":0.5333889126777649},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5136207938194275},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4567834138870239},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.37036770582199097}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1587/transinf.2023edp7250","is_oa":true,"landing_page_url":"https://doi.org/10.1587/transinf.2023edp7250","pdf_url":"https://www.jstage.jst.go.jp/article/transinf/advpub/0/advpub_2023EDP7250/_pdf","source":{"id":"https://openalex.org/S2486202937","display_name":"IEICE Transactions on Information and Systems","issn_l":"0916-8532","issn":["0916-8532","1745-1361"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4320800604","host_organization_name":"Institute of Electronics, Information and Communication Engineers","host_organization_lineage":["https://openalex.org/P4320800604"],"host_organization_lineage_names":["Institute of Electronics, Information and Communication Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEICE Transactions on Information and Systems","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1587/transinf.2023edp7250","is_oa":true,"landing_page_url":"https://doi.org/10.1587/transinf.2023edp7250","pdf_url":"https://www.jstage.jst.go.jp/article/transinf/advpub/0/advpub_2023EDP7250/_pdf","source":{"id":"https://openalex.org/S2486202937","display_name":"IEICE Transactions on Information and Systems","issn_l":"0916-8532","issn":["0916-8532","1745-1361"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4320800604","host_organization_name":"Institute of Electronics, Information and Communication Engineers","host_organization_lineage":["https://openalex.org/P4320800604"],"host_organization_lineage_names":["Institute of Electronics, Information and Communication Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEICE Transactions on Information and Systems","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4","score":0.4000000059604645}],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4406091073.pdf","grobid_xml":"https://content.openalex.org/works/W4406091073.grobid-xml"},"referenced_works_count":13,"referenced_works":["https://openalex.org/W2111072639","https://openalex.org/W2219903032","https://openalex.org/W2883757856","https://openalex.org/W2885732175","https://openalex.org/W2967914531","https://openalex.org/W3092524027","https://openalex.org/W3171491406","https://openalex.org/W3199813666","https://openalex.org/W4211049957","https://openalex.org/W4228999457","https://openalex.org/W4308310429","https://openalex.org/W4385638802","https://openalex.org/W4386197434"],"related_works":["https://openalex.org/W2961085424","https://openalex.org/W4306674287","https://openalex.org/W4387369504","https://openalex.org/W3046775127","https://openalex.org/W4394896187","https://openalex.org/W3170094116","https://openalex.org/W4386462264","https://openalex.org/W3107602296","https://openalex.org/W4364306694","https://openalex.org/W4312192474"],"abstract_inverted_index":{"High-precision":[0],"sports":[1,20,73],"performance":[2,21,74,158],"prediction":[3,22,104,168,190],"of":[4,142,160],"college":[5,57,138],"students":[6,58],"is":[7,47,59,147],"significant":[8],"in":[9,49,122],"formulating":[10],"scientific":[11],"training":[12],"mechanisms":[13],"and":[14,36,69,72,82,97],"reasonable":[15],"physical":[16,62,109],"fitness":[17],"courses.":[18],"Traditional":[19],"primarily":[23],"relies":[24],"on":[25,106],"subjective":[26],"experience,":[27],"which":[28,186],"suffers":[29],"from":[30,137],"limitations":[31],"such":[32],"as":[33,65,76],"individual":[34,162],"variations":[35],"low":[37],"reliability.":[38,191],"To":[39],"overcome":[40],"these":[41],"shortcomings,":[42],"an":[43],"ensemble":[44,145],"learning":[45,95],"algorithm":[46],"proposed":[48,153,173],"this":[50],"study.":[51],"Firstly,":[52],"a":[53,123,128],"historical":[54],"dataset":[55],"for":[56,102],"established,":[60],"including":[61,90],"characteristics":[63],"(such":[64,75],"age,":[66],"height,":[67],"weight,":[68],"lung":[70],"capacity)":[71],"the":[77,107,118,134,140,143,152,157,161,167,172,189],"50-meter":[78],"dash,":[79],"1000-meter":[80],"run,":[81],"standing":[83],"long":[84],"jump).":[85],"Then,":[86],"three":[87,112],"forecasting":[88,163],"engines":[89],"support":[91],"vector":[92],"regression,":[93],"extreme":[94],"machine":[96],"decision":[98],"tree":[99],"are":[100,115],"employed":[101],"preliminary":[103,113],"based":[105],"preprocessed":[108],"characteristics.":[110],"Sequentially,":[111],"predictions":[114,179],"combined":[116],"by":[117],"Gaussian":[119],"process":[120],"regression":[121],"nonlinear":[124],"manner":[125],"to":[126],"achieve":[127],"final":[129],"probabilistic":[130],"prediction.":[131],"By":[132],"using":[133],"data":[135],"collected":[136],"students,":[139],"feasibility":[141],"established":[144],"model":[146,154],"evaluated.":[148],"Practical":[149],"confirms":[150],"that":[151],"can":[155],"fix":[156],"gap":[159],"engine,":[164],"effectively":[165],"improving":[166],"accuracy.":[169],"In":[170],"addition,":[171],"method":[174],"not":[175],"only":[176],"provides":[177],"point":[178],"but":[180],"also":[181],"generates":[182],"confidence":[183],"interval":[184],"information,":[185],"greatly":[187],"enhances":[188]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":1}],"updated_date":"2026-08-26T07:47:46.906454","created_date":"2025-01-06T00:00:00"}