{"id":"https://openalex.org/W2790790764","doi":"https://doi.org/10.1109/spac.2017.8304285","title":"The analysis on college students' physical fitness testing data \u2014 two cases study","display_name":"The analysis on college students' physical fitness testing data \u2014 two cases study","publication_year":2017,"publication_date":"2017-12-01","ids":{"openalex":"https://openalex.org/W2790790764","doi":"https://doi.org/10.1109/spac.2017.8304285","mag":"2790790764"},"language":"en","primary_location":{"id":"doi:10.1109/spac.2017.8304285","is_oa":false,"landing_page_url":"https://doi.org/10.1109/spac.2017.8304285","pdf_url":null,"source":{"id":"https://openalex.org/S4306498208","display_name":"2017 International Conference on Security, Pattern Analysis, and Cybernetics (SPAC)","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":"2017 International Conference on Security, Pattern Analysis, and Cybernetics (SPAC)","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/A5073287545","display_name":"Yi Mou","orcid":"https://orcid.org/0000-0002-6836-5933"},"institutions":[{"id":"https://openalex.org/I14116566","display_name":"Wuhan Polytechnic University","ror":"https://ror.org/05w0e5j23","country_code":"CN","type":"education","lineage":["https://openalex.org/I14116566"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Yi Mou","raw_affiliation_strings":["School of Electrical and Electronic Engineering, Wuhan Polytechnic University, Wuhan, China"],"affiliations":[{"raw_affiliation_string":"School of Electrical and Electronic Engineering, Wuhan Polytechnic University, Wuhan, China","institution_ids":["https://openalex.org/I14116566"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5106557565","display_name":"Long Zhou","orcid":"https://orcid.org/0009-0006-1919-4943"},"institutions":[{"id":"https://openalex.org/I14116566","display_name":"Wuhan Polytechnic University","ror":"https://ror.org/05w0e5j23","country_code":"CN","type":"education","lineage":["https://openalex.org/I14116566"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Long Zhou","raw_affiliation_strings":["School of Electrical and Electronic Engineering, Wuhan Polytechnic University, Wuhan, China"],"affiliations":[{"raw_affiliation_string":"School of Electrical and Electronic Engineering, Wuhan Polytechnic University, Wuhan, China","institution_ids":["https://openalex.org/I14116566"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101915871","display_name":"Weizhen Chen","orcid":"https://orcid.org/0009-0007-2694-2708"},"institutions":[{"id":"https://openalex.org/I14116566","display_name":"Wuhan Polytechnic University","ror":"https://ror.org/05w0e5j23","country_code":"CN","type":"education","lineage":["https://openalex.org/I14116566"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Weizhen Chen","raw_affiliation_strings":["School of Electrical and Electronic Engineering, Wuhan Polytechnic University, Wuhan, China"],"affiliations":[{"raw_affiliation_string":"School of Electrical and Electronic Engineering, Wuhan Polytechnic University, Wuhan, China","institution_ids":["https://openalex.org/I14116566"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5055810299","display_name":"Xu Zhao","orcid":"https://orcid.org/0000-0002-5734-5726"},"institutions":[{"id":"https://openalex.org/I14116566","display_name":"Wuhan Polytechnic University","ror":"https://ror.org/05w0e5j23","country_code":"CN","type":"education","lineage":["https://openalex.org/I14116566"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xu Zhao","raw_affiliation_strings":["School of Electrical and Electronic Engineering, Wuhan Polytechnic University, Wuhan, China"],"affiliations":[{"raw_affiliation_string":"School of Electrical and Electronic Engineering, Wuhan Polytechnic University, Wuhan, China","institution_ids":["https://openalex.org/I14116566"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100664950","display_name":"Yang Liu","orcid":"https://orcid.org/0000-0003-4651-2127"},"institutions":[{"id":"https://openalex.org/I14116566","display_name":"Wuhan Polytechnic University","ror":"https://ror.org/05w0e5j23","country_code":"CN","type":"education","lineage":["https://openalex.org/I14116566"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yang Liu","raw_affiliation_strings":["School of Electrical and Electronic Engineering, Wuhan Polytechnic University, Wuhan, China"],"affiliations":[{"raw_affiliation_string":"School of Electrical and Electronic Engineering, Wuhan Polytechnic University, Wuhan, China","institution_ids":["https://openalex.org/I14116566"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5114321221","display_name":"Chao Yang","orcid":"https://orcid.org/0000-0002-7922-5557"},"institutions":[{"id":"https://openalex.org/I14116566","display_name":"Wuhan Polytechnic University","ror":"https://ror.org/05w0e5j23","country_code":"CN","type":"education","lineage":["https://openalex.org/I14116566"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chao Yang","raw_affiliation_strings":["School of Electrical and Electronic Engineering, Wuhan Polytechnic University, Wuhan, China"],"affiliations":[{"raw_affiliation_string":"School of Electrical and Electronic Engineering, Wuhan Polytechnic University, Wuhan, China","institution_ids":["https://openalex.org/I14116566"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5073287545"],"corresponding_institution_ids":["https://openalex.org/I14116566"],"apc_list":null,"apc_paid":null,"fwci":0.2077,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.57577404,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"252","last_page":"255"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9948999881744385,"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"}},"topics":[{"id":"https://openalex.org/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9948999881744385,"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"}},{"id":"https://openalex.org/T10500","display_name":"Sparse and Compressive Sensing Techniques","score":0.9415000081062317,"subfield":{"id":"https://openalex.org/subfields/2206","display_name":"Computational Mechanics"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/physical-fitness","display_name":"Physical fitness","score":0.7450342178344727},{"id":"https://openalex.org/keywords/test","display_name":"Test (biology)","score":0.6786673069000244},{"id":"https://openalex.org/keywords/fitness-test","display_name":"Fitness test","score":0.6463680267333984},{"id":"https://openalex.org/keywords/dimension","display_name":"Dimension (graph theory)","score":0.5630589127540588},{"id":"https://openalex.org/keywords/test-data","display_name":"Test data","score":0.4855899214744568},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.47479385137557983},{"id":"https://openalex.org/keywords/curse-of-dimensionality","display_name":"Curse of dimensionality","score":0.4639408588409424},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.43452924489974976},{"id":"https://openalex.org/keywords/mathematics-education","display_name":"Mathematics education","score":0.3907957077026367},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.315322607755661},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.31228870153427124},{"id":"https://openalex.org/keywords/physical-therapy","display_name":"Physical therapy","score":0.2968166768550873},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.15311211347579956}],"concepts":[{"id":"https://openalex.org/C171687745","wikidata":"https://www.wikidata.org/wiki/Q309252","display_name":"Physical fitness","level":2,"score":0.7450342178344727},{"id":"https://openalex.org/C2777267654","wikidata":"https://www.wikidata.org/wiki/Q3519023","display_name":"Test (biology)","level":2,"score":0.6786673069000244},{"id":"https://openalex.org/C2992185106","wikidata":"https://www.wikidata.org/wiki/Q604159","display_name":"Fitness test","level":3,"score":0.6463680267333984},{"id":"https://openalex.org/C33676613","wikidata":"https://www.wikidata.org/wiki/Q13415176","display_name":"Dimension (graph theory)","level":2,"score":0.5630589127540588},{"id":"https://openalex.org/C16910744","wikidata":"https://www.wikidata.org/wiki/Q7705759","display_name":"Test data","level":2,"score":0.4855899214744568},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.47479385137557983},{"id":"https://openalex.org/C111030470","wikidata":"https://www.wikidata.org/wiki/Q1430460","display_name":"Curse of dimensionality","level":2,"score":0.4639408588409424},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.43452924489974976},{"id":"https://openalex.org/C145420912","wikidata":"https://www.wikidata.org/wiki/Q853077","display_name":"Mathematics education","level":1,"score":0.3907957077026367},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.315322607755661},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.31228870153427124},{"id":"https://openalex.org/C1862650","wikidata":"https://www.wikidata.org/wiki/Q186005","display_name":"Physical therapy","level":1,"score":0.2968166768550873},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.15311211347579956},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","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/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/spac.2017.8304285","is_oa":false,"landing_page_url":"https://doi.org/10.1109/spac.2017.8304285","pdf_url":null,"source":{"id":"https://openalex.org/S4306498208","display_name":"2017 International Conference on Security, Pattern Analysis, and Cybernetics (SPAC)","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":"2017 International Conference on Security, Pattern Analysis, and Cybernetics (SPAC)","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":6,"referenced_works":["https://openalex.org/W1513833217","https://openalex.org/W1553702074","https://openalex.org/W2076626354","https://openalex.org/W2109449402","https://openalex.org/W2963689635","https://openalex.org/W4253214256"],"related_works":["https://openalex.org/W408992594","https://openalex.org/W2768136631","https://openalex.org/W2085686992","https://openalex.org/W157213304","https://openalex.org/W2020116361","https://openalex.org/W3011944177","https://openalex.org/W2086915029","https://openalex.org/W52823932","https://openalex.org/W2038712625","https://openalex.org/W3044681751"],"abstract_inverted_index":{"College":[0],"students":[1,88,110,171],"physical":[2,10,47,115,138,172],"fitness":[3,11,48,139,173],"test":[4,14,174],"is":[5,35,94,144],"an":[6],"important":[7,95],"means":[8],"for":[9,49,133,169],"evaluation.":[12],"The":[13,103,141,157],"includes":[15],"body":[16],"mass":[17],"index(BMI),":[18],"lung's":[19],"capacity,":[20],"50":[21],"and":[22,30],"1000(male)/800(female)":[23],"meters":[24],"run,":[25],"standing":[26],"long":[27],"jump,":[28],"sit":[29],"reach,":[31],"pull-up(male)/sit-up(female).":[32],"Final":[33],"result":[34],"weighted":[36],"sum":[37],"of":[38,46,114,122,136],"the":[39,51,73,82,98,101,120,123,134,161],"seven":[40],"items.":[41],"According":[42],"to":[43,76,96,152],"national":[44],"standard":[45],"students,":[50],"weights":[52,99,105,135],"are":[53],"15%,":[54,55],"20%,":[56,58],"10%,":[57,59,60],"respectively.":[61],"We":[62,147],"can":[63,106],"regard":[64],"it":[65,93],"as":[66],"a":[67,111,130],"dimensionality":[68],"reduction":[69],"process,":[70],"which":[71],"reduces":[72],"original":[74],"data":[75,155,175],"one":[77],"dimension.":[78],"Using":[79],"fixed":[80],"weights,":[81],"results":[83,158],"will":[84],"neglect":[85],"differences":[86],"among":[87],"in":[89,164],"different":[90],"areas.":[91],"Therefore,":[92],"learn":[97],"from":[100],"data.":[102],"learned":[104],"not":[107],"only":[108],"give":[109],"reasonable":[112],"evaluation":[113],"ability,":[116],"but":[117],"also":[118,145],"reflect":[119],"characteristics":[121],"samples.":[124],"In":[125],"this":[126,165],"paper,":[127],"we":[128],"present":[129],"learning":[131],"model":[132,162],"students'":[137],"tests.":[140],"solution":[142],"algorithm":[143],"presented.":[146],"then":[148],"employ":[149],"proposed":[150],"method":[151],"analyze":[153],"two":[154],"sets,":[156],"demonstrate":[159],"that":[160],"presented":[163],"paper":[166],"has":[167],"advantages":[168],"college":[170],"analysis.":[176]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}