{"id":"https://openalex.org/W4409802246","doi":"https://doi.org/10.1177/14727978251337919","title":"Real-time health warning model for college students\u2019 sports supported by wearable devices","display_name":"Real-time health warning model for college students\u2019 sports supported by wearable devices","publication_year":2025,"publication_date":"2025-04-25","ids":{"openalex":"https://openalex.org/W4409802246","doi":"https://doi.org/10.1177/14727978251337919"},"language":"en","primary_location":{"id":"doi:10.1177/14727978251337919","is_oa":false,"landing_page_url":"https://doi.org/10.1177/14727978251337919","pdf_url":null,"source":{"id":"https://openalex.org/S2765058733","display_name":"Journal of Computational Methods in Sciences and Engineering","issn_l":"1472-7978","issn":["1472-7978","1875-8983"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Computational Methods in Sciences and Engineering","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/A5110501951","display_name":"Ming-chang Li","orcid":null},"institutions":[{"id":"https://openalex.org/I4210141933","display_name":"Jilin Agricultural Science and Technology University","ror":"https://ror.org/04w5zb891","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210141933"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Mo Li","raw_affiliation_strings":["Physical Education Teaching Department, JiLin Agricultural Science and Technology University, Jilin, China"],"affiliations":[{"raw_affiliation_string":"Physical Education Teaching Department, JiLin Agricultural Science and Technology University, Jilin, China","institution_ids":["https://openalex.org/I4210141933"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5110501951"],"corresponding_institution_ids":["https://openalex.org/I4210141933"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.04289862,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"25","issue":"5","first_page":"4271","last_page":"4281"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9807999730110168,"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":0.9807999730110168,"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/T11196","display_name":"Non-Invasive Vital Sign Monitoring","score":0.9509000182151794,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10444","display_name":"Context-Aware Activity Recognition Systems","score":0.9470999836921692,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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":0.7804239988327026},{"id":"https://openalex.org/keywords/wearable-computer","display_name":"Wearable computer","score":0.6999887228012085},{"id":"https://openalex.org/keywords/adaptability","display_name":"Adaptability","score":0.5849214792251587},{"id":"https://openalex.org/keywords/warning-system","display_name":"Warning system","score":0.5402221083641052},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.4728539288043976},{"id":"https://openalex.org/keywords/wearable-technology","display_name":"Wearable technology","score":0.46101629734039307},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.448971688747406},{"id":"https://openalex.org/keywords/edge-computing","display_name":"Edge computing","score":0.4458412528038025},{"id":"https://openalex.org/keywords/latency","display_name":"Latency (audio)","score":0.4145905077457428},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.3797992765903473},{"id":"https://openalex.org/keywords/internet-of-things","display_name":"Internet of Things","score":0.32722538709640503},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.24608296155929565},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.08521899580955505}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7804239988327026},{"id":"https://openalex.org/C150594956","wikidata":"https://www.wikidata.org/wiki/Q1334829","display_name":"Wearable computer","level":2,"score":0.6999887228012085},{"id":"https://openalex.org/C177606310","wikidata":"https://www.wikidata.org/wiki/Q5674297","display_name":"Adaptability","level":2,"score":0.5849214792251587},{"id":"https://openalex.org/C29825287","wikidata":"https://www.wikidata.org/wiki/Q1427940","display_name":"Warning system","level":2,"score":0.5402221083641052},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.4728539288043976},{"id":"https://openalex.org/C54290928","wikidata":"https://www.wikidata.org/wiki/Q4845080","display_name":"Wearable technology","level":3,"score":0.46101629734039307},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.448971688747406},{"id":"https://openalex.org/C2778456923","wikidata":"https://www.wikidata.org/wiki/Q5337692","display_name":"Edge computing","level":3,"score":0.4458412528038025},{"id":"https://openalex.org/C82876162","wikidata":"https://www.wikidata.org/wiki/Q17096504","display_name":"Latency (audio)","level":2,"score":0.4145905077457428},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.3797992765903473},{"id":"https://openalex.org/C81860439","wikidata":"https://www.wikidata.org/wiki/Q251212","display_name":"Internet of Things","level":2,"score":0.32722538709640503},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.24608296155929565},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.08521899580955505},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1177/14727978251337919","is_oa":false,"landing_page_url":"https://doi.org/10.1177/14727978251337919","pdf_url":null,"source":{"id":"https://openalex.org/S2765058733","display_name":"Journal of Computational Methods in Sciences and Engineering","issn_l":"1472-7978","issn":["1472-7978","1875-8983"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Computational Methods in Sciences and Engineering","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":33,"referenced_works":["https://openalex.org/W1872773245","https://openalex.org/W2060126463","https://openalex.org/W2340502699","https://openalex.org/W2593909786","https://openalex.org/W2752632622","https://openalex.org/W2804739511","https://openalex.org/W2885195348","https://openalex.org/W2944851425","https://openalex.org/W2985331920","https://openalex.org/W3019203446","https://openalex.org/W3047443805","https://openalex.org/W3049300342","https://openalex.org/W3094968069","https://openalex.org/W3103695279","https://openalex.org/W3135210304","https://openalex.org/W3135472763","https://openalex.org/W3158457625","https://openalex.org/W3164404442","https://openalex.org/W3213261856","https://openalex.org/W3213918751","https://openalex.org/W4280544635","https://openalex.org/W4285731888","https://openalex.org/W4294839455","https://openalex.org/W4322627364","https://openalex.org/W4365999969","https://openalex.org/W4366377771","https://openalex.org/W4392936067","https://openalex.org/W4398174014","https://openalex.org/W4398185168","https://openalex.org/W4402105950","https://openalex.org/W4402750146","https://openalex.org/W4404732091","https://openalex.org/W4407142183"],"related_works":["https://openalex.org/W3090300519","https://openalex.org/W2514492205","https://openalex.org/W4250401876","https://openalex.org/W2943851981","https://openalex.org/W2566526749","https://openalex.org/W3047461507","https://openalex.org/W3126390843","https://openalex.org/W4245880644","https://openalex.org/W4312415459","https://openalex.org/W2528680939"],"abstract_inverted_index":{"In":[0],"college":[1,136],"sports,":[2],"health":[3,40,139],"monitoring":[4,22,116],"and":[5,17,28,55,93,117,127,133,140],"real-time":[6,27,39,115],"early":[7],"warning":[8,41,106],"are":[9,24],"crucial":[10],"for":[11,130],"the":[12,131],"prevention":[13],"of":[14,51,135,143],"sports":[15,63,119,122,138],"injuries":[16],"sudden":[18],"illnesses,":[19],"but":[20],"traditional":[21],"means":[23],"limited":[25],"by":[26,65],"multi-dimensional":[29],"analysis":[30],"capabilities.":[31],"To":[32],"this":[33,35],"end,":[34],"study":[36],"designs":[37],"a":[38,67,72,84],"model":[42,82],"based":[43],"on":[44],"wearable":[45,144],"devices,":[46],"which":[47,110],"realizes":[48],"dynamic":[49],"parsing":[50],"physiological":[52],"timing":[53],"signals":[54],"multimodal":[56],"data":[57],"synergistic":[58],"sensing":[59],"to":[60,89,98,114],"accurately":[61],"identify":[62],"risks":[64],"integrating":[66],"flexible":[68],"sensor":[69],"network":[70,78],"with":[71,95],"hybrid":[73],"long":[74],"short-term":[75],"memory-graph":[76],"convolutional":[77],"(LSTM-GNN)":[79],"algorithm.":[80],"The":[81],"adopts":[83],"lightweight":[85],"edge":[86],"computing":[87],"architecture":[88],"reduce":[90],"response":[91],"latency":[92],"combines":[94],"migration":[96],"learning":[97],"enhance":[99],"cross-scene":[100],"adaptability.":[101],"Experiments":[102],"show":[103],"that":[104],"its":[105],"accuracy":[107],"reaches":[108],"95.2%,":[109],"can":[111],"be":[112],"adapted":[113],"personalized":[118],"guidance":[120],"in":[121],"classrooms,":[123],"providing":[124],"innovative":[125],"theoretical":[126],"technological":[128],"support":[129],"safety":[132],"security":[134],"students\u2019":[137],"intelligent":[141],"application":[142],"devices.":[145]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}