{"id":"https://openalex.org/W4413063660","doi":"https://doi.org/10.1142/s0218213025500137","title":"Research on the Application of Intelligent Motion Data Analysis Algorithm in High-Performance Sports Training Platform","display_name":"Research on the Application of Intelligent Motion Data Analysis Algorithm in High-Performance Sports Training Platform","publication_year":2025,"publication_date":"2025-07-18","ids":{"openalex":"https://openalex.org/W4413063660","doi":"https://doi.org/10.1142/s0218213025500137"},"language":"en","primary_location":{"id":"doi:10.1142/s0218213025500137","is_oa":false,"landing_page_url":"https://doi.org/10.1142/s0218213025500137","pdf_url":null,"source":{"id":"https://openalex.org/S178780388","display_name":"International Journal of Artificial Intelligence Tools","issn_l":"0218-2130","issn":["0218-2130","1793-6349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319815","host_organization_name":"World Scientific","host_organization_lineage":["https://openalex.org/P4310319815"],"host_organization_lineage_names":["World Scientific"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal on Artificial Intelligence Tools","raw_type":"journal-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/A5101358243","display_name":"Yanli Cui","orcid":null},"institutions":[{"id":"https://openalex.org/I4210163873","display_name":"Zhengzhou University of Industrial Technology","ror":"https://ror.org/05es8as59","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210163873"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Yanli Cui","raw_affiliation_strings":["College of Physical Education, Zhengzhou University of Industrial Technology, Zhengzhou 451150, P. R. China"],"raw_orcid":"https://orcid.org/0009-0001-9849-551X","affiliations":[{"raw_affiliation_string":"College of Physical Education, Zhengzhou University of Industrial Technology, Zhengzhou 451150, P. R. China","institution_ids":["https://openalex.org/I4210163873"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5101358243"],"corresponding_institution_ids":["https://openalex.org/I4210163873"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.36021684,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"34","issue":"04n05","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T14139","display_name":"E-commerce and Technology Innovations","score":0.7954999804496765,"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":0.7954999804496765,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/training","display_name":"Training (meteorology)","score":0.7032472491264343},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.663402795791626},{"id":"https://openalex.org/keywords/motion","display_name":"Motion (physics)","score":0.5144748687744141},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4673490822315216},{"id":"https://openalex.org/keywords/motion-analysis","display_name":"Motion analysis","score":0.4473098814487457},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3499433398246765}],"concepts":[{"id":"https://openalex.org/C2777211547","wikidata":"https://www.wikidata.org/wiki/Q17141490","display_name":"Training (meteorology)","level":2,"score":0.7032472491264343},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.663402795791626},{"id":"https://openalex.org/C104114177","wikidata":"https://www.wikidata.org/wiki/Q79782","display_name":"Motion (physics)","level":2,"score":0.5144748687744141},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4673490822315216},{"id":"https://openalex.org/C2777036941","wikidata":"https://www.wikidata.org/wiki/Q6917771","display_name":"Motion analysis","level":2,"score":0.4473098814487457},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3499433398246765},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C153294291","wikidata":"https://www.wikidata.org/wiki/Q25261","display_name":"Meteorology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1142/s0218213025500137","is_oa":false,"landing_page_url":"https://doi.org/10.1142/s0218213025500137","pdf_url":null,"source":{"id":"https://openalex.org/S178780388","display_name":"International Journal of Artificial Intelligence Tools","issn_l":"0218-2130","issn":["0218-2130","1793-6349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319815","host_organization_name":"World Scientific","host_organization_lineage":["https://openalex.org/P4310319815"],"host_organization_lineage_names":["World Scientific"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal on Artificial Intelligence Tools","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":30,"referenced_works":["https://openalex.org/W3119347043","https://openalex.org/W4200290401","https://openalex.org/W4221113510","https://openalex.org/W4313256952","https://openalex.org/W4367054262","https://openalex.org/W4379801625","https://openalex.org/W4386222601","https://openalex.org/W4387873795","https://openalex.org/W4387948601","https://openalex.org/W4389306409","https://openalex.org/W4392896329","https://openalex.org/W4393259287","https://openalex.org/W4396656365","https://openalex.org/W4399365265","https://openalex.org/W4399885189","https://openalex.org/W4400087012","https://openalex.org/W4400488321","https://openalex.org/W4403935426","https://openalex.org/W4405915712","https://openalex.org/W4405954512","https://openalex.org/W4406084657","https://openalex.org/W4406781667","https://openalex.org/W4406834332","https://openalex.org/W4407128182","https://openalex.org/W4407713965","https://openalex.org/W4407993220","https://openalex.org/W4408253123","https://openalex.org/W4409097739","https://openalex.org/W4410281534","https://openalex.org/W4412118146"],"related_works":["https://openalex.org/W2961085424","https://openalex.org/W4306674287","https://openalex.org/W4387369504","https://openalex.org/W4394896187","https://openalex.org/W3170094116","https://openalex.org/W4386462264","https://openalex.org/W3107602296","https://openalex.org/W4364306694","https://openalex.org/W4312192474","https://openalex.org/W4283697347"],"abstract_inverted_index":{"The":[0,24,67,96],"incorporation":[1],"of":[2,22,26,157],"smart":[3],"motion":[4,27,52,71,161],"data":[5,36,112],"analysis":[6,37,53],"in":[7,115,151],"sports":[8,51,145],"training":[9,181],"has":[10,33],"transformed":[11],"the":[12,20,62,109,116,155],"way":[13],"athletes":[14,169],"maximize":[15],"their":[16],"performance":[17,185],"while":[18],"reducing":[19],"risk":[21],"injury.":[23],"evolution":[25],"capture":[28,72,162],"technologies":[29],"and":[30,44,64,78,85,136,164,186],"wearable":[31,83,165],"sensors":[32,84,166],"made":[34],"real-time":[35],"a":[38,49,57],"valuable":[39],"resource":[40],"for":[41,143],"both":[42],"coaches":[43],"athletes.":[45],"This":[46,147],"paper":[47],"introduces":[48],"new":[50],"approach":[54],"based":[55],"on":[56],"hybrid":[58,124],"model":[59,126],"that":[60,107,122,152,183],"integrates":[61],"AlexNet":[63],"TabNet":[65],"architectures.":[66],"method":[68],"utilizes":[69],"high-performance":[70],"data,":[73],"including":[74],"joint":[75],"angles,":[76],"acceleration,":[77],"body":[79],"posture,":[80],"acquired":[81],"via":[82],"processed":[86],"using":[87],"sophisticated":[88],"feature":[89],"extraction":[90],"methods,":[91],"such":[92],"as":[93],"wavelet":[94],"transforms.":[95],"Lyrebird":[97],"Optimization":[98],"Algorithm":[99],"(LOA)":[100],"is":[101,149],"used":[102,177],"to":[103,167,178],"select":[104],"features,":[105],"ensuring":[106],"only":[108],"most":[110],"relevant":[111],"are":[113],"utilized":[114],"analysis.":[117],"Our":[118],"experimental":[119],"outcomes":[120],"demonstrate":[121],"our":[123],"AlexNet-TabNet":[125],"achieves":[127],"98.85%":[128],"accuracy,":[129],"accompanied":[130],"by":[131],"equally":[132],"high":[133],"precision":[134],"(98.60%)":[135],"sensitivity":[137],"(98.61%),":[138],"making":[139],"it":[140,153],"highly":[141],"efficient":[142],"assessing":[144],"performance.":[146],"study":[148],"significant":[150],"demonstrates":[154],"capabilities":[156],"integrating":[158],"artificial":[159],"intelligence,":[160],"technology,":[163],"provide":[168],"with":[170],"accurate,":[171],"actionable":[172],"information,":[173],"which":[174],"can":[175],"be":[176],"create":[179],"customized":[180],"programs":[182],"enhance":[184],"reduce":[187],"injuries.":[188]},"counts_by_year":[],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}
