{"id":"https://openalex.org/W3186636542","doi":"https://doi.org/10.1155/2021/3370580","title":"Big Data and Deep Learning Model for FMS Score Prediction of Aerobics Athletes","display_name":"Big Data and Deep Learning Model for FMS Score Prediction of Aerobics Athletes","publication_year":2021,"publication_date":"2021-07-17","ids":{"openalex":"https://openalex.org/W3186636542","doi":"https://doi.org/10.1155/2021/3370580","mag":"3186636542"},"language":"en","primary_location":{"id":"doi:10.1155/2021/3370580","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2021/3370580","pdf_url":"https://downloads.hindawi.com/journals/sp/2021/3370580.pdf","source":{"id":"https://openalex.org/S166774750","display_name":"Scientific Programming","issn_l":"1058-9244","issn":["1058-9244","1875-919X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869"],"host_organization_lineage_names":["Hindawi Publishing Corporation"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Scientific Programming","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://downloads.hindawi.com/journals/sp/2021/3370580.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5064021178","display_name":"Wenying Xiong","orcid":null},"institutions":[{"id":"https://openalex.org/I10899854","display_name":"Jiangxi University of Traditional Chinese Medicine","ror":"https://ror.org/03jy32q83","country_code":"CN","type":"education","lineage":["https://openalex.org/I10899854"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wenying Xiong","raw_affiliation_strings":["College of Physical Education and Health, Jiangxi University of Traditional Chinese Medicine, Nanchang 330000, Jiangxi, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Physical Education and Health, Jiangxi University of Traditional Chinese Medicine, Nanchang 330000, Jiangxi, China","institution_ids":["https://openalex.org/I10899854"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090773184","display_name":"Dongqin Huang","orcid":"https://orcid.org/0000-0002-9300-9826"},"institutions":[{"id":"https://openalex.org/I10899854","display_name":"Jiangxi University of Traditional Chinese Medicine","ror":"https://ror.org/03jy32q83","country_code":"CN","type":"education","lineage":["https://openalex.org/I10899854"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Dongqin Huang","raw_affiliation_strings":["College of Physical Education and Health, Jiangxi University of Traditional Chinese Medicine, Nanchang 330000, Jiangxi, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Physical Education and Health, Jiangxi University of Traditional Chinese Medicine, Nanchang 330000, Jiangxi, China","institution_ids":["https://openalex.org/I10899854"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101446242","display_name":"Wei Xu","orcid":"https://orcid.org/0000-0001-7387-2342"},"institutions":[{"id":"https://openalex.org/I10899854","display_name":"Jiangxi University of Traditional Chinese Medicine","ror":"https://ror.org/03jy32q83","country_code":"CN","type":"education","lineage":["https://openalex.org/I10899854"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Wei Xu","raw_affiliation_strings":["College of Physical Education and Health, Jiangxi University of Traditional Chinese Medicine, Nanchang 330000, Jiangxi, China"],"raw_orcid":"https://orcid.org/0000-0001-7387-2342","affiliations":[{"raw_affiliation_string":"College of Physical Education and Health, Jiangxi University of Traditional Chinese Medicine, Nanchang 330000, Jiangxi, China","institution_ids":["https://openalex.org/I10899854"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5101446242"],"corresponding_institution_ids":["https://openalex.org/I10899854"],"apc_list":{"value":1800,"currency":"USD","value_usd":1800},"apc_paid":{"value":1800,"currency":"USD","value_usd":1800},"fwci":0.8532,"has_fulltext":true,"cited_by_count":5,"citation_normalized_percentile":{"value":0.79292273,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"2021","issue":null,"first_page":"1","last_page":"7"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13647","display_name":"AI and Big Data Applications","score":0.9904999732971191,"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"}},"topics":[{"id":"https://openalex.org/T13647","display_name":"AI and Big Data Applications","score":0.9904999732971191,"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":0.9642999768257141,"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/T13345","display_name":"Advanced Technologies and Applied Computing","score":0.9562000036239624,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/athletes","display_name":"Athletes","score":0.881386935710907},{"id":"https://openalex.org/keywords/flexibility","display_name":"Flexibility (engineering)","score":0.6768541932106018},{"id":"https://openalex.org/keywords/core-stability","display_name":"Core stability","score":0.6543699502944946},{"id":"https://openalex.org/keywords/trunk","display_name":"Trunk","score":0.5854907035827637},{"id":"https://openalex.org/keywords/physical-therapy","display_name":"Physical therapy","score":0.5545276999473572},{"id":"https://openalex.org/keywords/functional-movement","display_name":"Functional movement","score":0.5471795797348022},{"id":"https://openalex.org/keywords/physical-medicine-and-rehabilitation","display_name":"Physical medicine and rehabilitation","score":0.5231179594993591},{"id":"https://openalex.org/keywords/sports-injury","display_name":"Sports injury","score":0.5139331221580505},{"id":"https://openalex.org/keywords/test","display_name":"Test (biology)","score":0.4642665386199951},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.40504878759384155},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.3405376672744751},{"id":"https://openalex.org/keywords/applied-psychology","display_name":"Applied psychology","score":0.33493518829345703},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.31266364455223083}],"concepts":[{"id":"https://openalex.org/C2781054738","wikidata":"https://www.wikidata.org/wiki/Q4813730","display_name":"Athletes","level":2,"score":0.881386935710907},{"id":"https://openalex.org/C2780598303","wikidata":"https://www.wikidata.org/wiki/Q65921492","display_name":"Flexibility (engineering)","level":2,"score":0.6768541932106018},{"id":"https://openalex.org/C204664388","wikidata":"https://www.wikidata.org/wiki/Q5170216","display_name":"Core stability","level":2,"score":0.6543699502944946},{"id":"https://openalex.org/C2781197403","wikidata":"https://www.wikidata.org/wiki/Q193472","display_name":"Trunk","level":2,"score":0.5854907035827637},{"id":"https://openalex.org/C1862650","wikidata":"https://www.wikidata.org/wiki/Q186005","display_name":"Physical therapy","level":1,"score":0.5545276999473572},{"id":"https://openalex.org/C64635419","wikidata":"https://www.wikidata.org/wiki/Q5508837","display_name":"Functional movement","level":2,"score":0.5471795797348022},{"id":"https://openalex.org/C99508421","wikidata":"https://www.wikidata.org/wiki/Q2678675","display_name":"Physical medicine and rehabilitation","level":1,"score":0.5231179594993591},{"id":"https://openalex.org/C3020021435","wikidata":"https://www.wikidata.org/wiki/Q2093360","display_name":"Sports injury","level":2,"score":0.5139331221580505},{"id":"https://openalex.org/C2777267654","wikidata":"https://www.wikidata.org/wiki/Q3519023","display_name":"Test (biology)","level":2,"score":0.4642665386199951},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.40504878759384155},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.3405376672744751},{"id":"https://openalex.org/C75630572","wikidata":"https://www.wikidata.org/wiki/Q538904","display_name":"Applied psychology","level":1,"score":0.33493518829345703},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.31266364455223083},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"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/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/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1155/2021/3370580","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2021/3370580","pdf_url":"https://downloads.hindawi.com/journals/sp/2021/3370580.pdf","source":{"id":"https://openalex.org/S166774750","display_name":"Scientific Programming","issn_l":"1058-9244","issn":["1058-9244","1875-919X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869"],"host_organization_lineage_names":["Hindawi Publishing Corporation"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Scientific Programming","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:fa2eab1d789e4b82b156b34b317850e6","is_oa":false,"landing_page_url":"https://doaj.org/article/fa2eab1d789e4b82b156b34b317850e6","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","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":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Scientific Programming, Vol 2021 (2021)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1155/2021/3370580","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2021/3370580","pdf_url":"https://downloads.hindawi.com/journals/sp/2021/3370580.pdf","source":{"id":"https://openalex.org/S166774750","display_name":"Scientific Programming","issn_l":"1058-9244","issn":["1058-9244","1875-919X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869"],"host_organization_lineage_names":["Hindawi Publishing Corporation"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Scientific Programming","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3186636542.pdf","grobid_xml":"https://content.openalex.org/works/W3186636542.grobid-xml"},"referenced_works_count":31,"referenced_works":["https://openalex.org/W166776309","https://openalex.org/W1982825876","https://openalex.org/W2016513164","https://openalex.org/W2181306582","https://openalex.org/W2565323541","https://openalex.org/W2593973407","https://openalex.org/W2594666367","https://openalex.org/W2751704634","https://openalex.org/W2809062899","https://openalex.org/W2809652034","https://openalex.org/W2898859653","https://openalex.org/W2931190429","https://openalex.org/W2964461714","https://openalex.org/W2995286115","https://openalex.org/W3010741854","https://openalex.org/W3011955763","https://openalex.org/W3013133636","https://openalex.org/W3084016763","https://openalex.org/W3090239664","https://openalex.org/W3093480222","https://openalex.org/W3111255625","https://openalex.org/W3119855172","https://openalex.org/W3120482010","https://openalex.org/W3126310027","https://openalex.org/W3143258789","https://openalex.org/W3144942271","https://openalex.org/W3154205755","https://openalex.org/W3157130577","https://openalex.org/W3162367524","https://openalex.org/W4238487025","https://openalex.org/W4238836839"],"related_works":["https://openalex.org/W3081990245","https://openalex.org/W2891449039","https://openalex.org/W2892113874","https://openalex.org/W2401559835","https://openalex.org/W3021767801","https://openalex.org/W2187786798","https://openalex.org/W2786234979","https://openalex.org/W3107765943","https://openalex.org/W4206296370","https://openalex.org/W2596962398"],"abstract_inverted_index":{"In":[0],"recent":[1],"years,":[2],"competitive":[3],"aerobics":[4,32,89],"has":[5],"developed":[6],"rapidly":[7],"in":[8,62,67,92,145],"my":[9],"country,":[10],"and":[11,40,64,76,99,127,139,152],"the":[12,29,57,81,107,134,147],"corresponding":[13],"sports":[14,47,78,110,118,137,155],"injury":[15,119,138],"risks":[16],"have":[17,24],"gradually":[18],"increased.":[19],"A":[20],"number":[21],"of":[22,31,59,109,136,149],"studies":[23],"shown":[25],"that":[26],"due":[27],"to":[28],"characteristics":[30],"itself,":[33],"difficult":[34],"movement":[35,83],"requirements,":[36],"fast-paced":[37],"music":[38],"accompaniment":[39],"coherent":[41],"coordinated":[42],"movements,":[43],"athletes":[44,105],"will":[45],"suffer":[46],"injuries":[48,61],"if":[49],"they":[50],"are":[51],"not":[52],"paying":[53],"attention.":[54],"Therefore,":[55,112],"discovering":[56],"causes":[58],"athletes\u2019":[60,73,90,150],"time":[63,68],"preventing":[65],"them":[66],"is":[69],"crucial":[70],"for":[71],"improving":[72,146],"skill":[74],"level":[75],"prolonging":[77,153],"life.":[79,156],"Through":[80],"functional":[82],"screening":[84],"(FMS)":[85],"test,":[86],"understanding":[87],"young":[88],"insufficiency":[91],"trunk":[93],"stability,":[94],"joint":[95],"flexibility,":[96],"muscle":[97],"extension,":[98],"core":[100],"strength":[101],"can":[102,131,140],"further":[103],"help":[104],"reduce":[106],"risk":[108,120,135],"injuries.":[111],"this":[113],"article":[114],"proposes":[115],"a":[116,142],"novel":[117],"model":[121],"based":[122],"on":[123],"big":[124],"data":[125],"technology":[126],"deep":[128],"learning,":[129],"which":[130],"effectively":[132],"predict":[133],"play":[141],"positive":[143],"role":[144],"quality":[148],"movements":[151],"their":[154]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2024,"cited_by_count":1},{"year":2022,"cited_by_count":2}],"updated_date":"2026-05-21T09:19:25.381259","created_date":"2025-10-10T00:00:00"}