{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,9,7]],"date-time":"2026-09-07T17:07:58Z","timestamp":1788800878375,"version":"build-2803163510"},"reference-count":27,"publisher":"Frontiers Media SA","license":[{"start":{"date-parts":[[2021,4,8]],"date-time":"2021-04-08T00:00:00Z","timestamp":1617840000000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/"}],"content-domain":{"domain":["frontiersin.org"],"crossmark-restriction":true},"short-container-title":["Front. Psychol."],"abstract":"<jats:p>In order to solve the problems of poor physical fitness of college students and low efficiency of college sport venues' management, an intelligent sports management system based on deep learning technology is designed by using information technology and human-computer interaction under artificial intelligence. Based on the Browser\/Server (B\/S) structure, the intelligent sports management system is constructed. The basic framework of Spring Cloud is used to integrate the framework and components of each part, and a distributed microservice system is built. The artificial intelligence recommendation algorithm is used to analyze the user's age, body mass index (BMI), and physical health status, and recommend sports programs suitable for students, thus realizing the intelligent sports program recommendation function. At the same time, the recommendation algorithm is used to complete the course recommendation according to the students' preferences, teaching distance, opening time, course evaluation, and other indexes, and the course registration system is constructed; after the analysis of the entity and the relationship between the entities of the intelligent sports system, the database relational model of the system is designed with the entity relationship (E-R) diagram. The results of the functional test show that the system can run well. In conclusion, the sports training environment instructional system based on artificial intelligence and deep learning technology can meet the teaching needs of colleges, improve the sports' quality for college students, and promote psychological education.<\/jats:p>","DOI":"10.3389\/fpsyg.2021.634978","type":"journal-article","created":{"date-parts":[[2021,4,8]],"date-time":"2021-04-08T05:26:48Z","timestamp":1617859608000},"update-policy":"https:\/\/doi.org\/10.3389\/crossmark-policy","source":"Crossref","is-referenced-by-count":70,"title":["Design and Implementation of Intelligent Sports Training System for College Students' Mental Health Education"],"prefix":"10.3389","volume":"12","author":[{"given":"Ting","family":"Wang","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Jinkyung","family":"Park","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"1965","published-online":{"date-parts":[[2021,4,8]]},"reference":[{"key":"B1","doi-asserted-by":"publisher","first-page":"632","DOI":"10.1123\/jpah.2019-0362","article-title":"Required health and wellness courses: associations with college student physical activity behavior and attitudes","volume":"17","author":"Agans","year":"2020","journal-title":"J. Phys. Act. Health"},{"key":"B2","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1080\/03772063.2019.1611490","article-title":"A machine learning approach for quantifying the design error propagation in safety critical software system","author":"Bharathi","year":"2019","journal-title":"IETE J. Res"},{"key":"B3","doi-asserted-by":"publisher","first-page":"2228","DOI":"10.3389\/fpsyg.2019.02228","article-title":"The impact of expatriates' cross-cultural adjustment on work stress and job involvement in the high-tech industry","volume":"10","author":"Chen","year":"2019","journal-title":"Front. Psychol"},{"key":"B4","doi-asserted-by":"publisher","first-page":"3","DOI":"10.1007\/978-1-4842-2931-6_11","article-title":"CRUDyLeaf: a DSL for generating spring boot REST APIs from entity CRUD operations","volume":"20","author":"G\u00f3mez","year":"2020","journal-title":"IICT BAS"},{"key":"B5","doi-asserted-by":"publisher","first-page":"7815","DOI":"10.3390\/ijerph17217815","article-title":"Health-risk behavior-, mental health-, and physical exercise-related risk factors for tooth fractures in Korean adolescents","volume":"17","author":"Kim","year":"2020","journal-title":"Int. J. Environ. Health Res"},{"key":"B6","doi-asserted-by":"publisher","first-page":"286","DOI":"10.1016\/j.simpat.2019.03.008","article-title":"StoRM: a social agent-based trust model for the internet of things adopting microservice architecture","volume":"94","author":"Kravari","year":"2019","journal-title":"Simul. Model. Pract. Theory"},{"key":"B7","doi-asserted-by":"publisher","first-page":"084030","DOI":"10.1088\/1748-9326\/ab1c91","article-title":"Cloud cover and delayed herbivory relative to timing of spring onset interact to dampen climate change impacts on net ecosystem exchange in a coastal Alaskan wetland","volume":"14","author":"Leffler","year":"2019","journal-title":"Environ. Res. Lett"},{"key":"B8","doi-asserted-by":"publisher","first-page":"3069","DOI":"10.1175\/JCLI-D-18-0385.1","article-title":"Persistent spring shortwave cloud radiative effect and the associated circulations over southeastern China","volume":"32","author":"Li","year":"2019","journal-title":"J. Clim"},{"key":"B9","doi-asserted-by":"publisher","first-page":"481","DOI":"10.2991\/iccese-19.2019.208","article-title":"The reform of modern university sports teaching mode based on the evaluation standard","volume":"63","author":"Li","year":"2020","journal-title":"Solid State Technol."},{"key":"B10","doi-asserted-by":"publisher","first-page":"171","DOI":"10.3991\/ijet.v14i15.11147","article-title":"College english education platform based on browser\/server structure and flipped classroom","volume":"14","author":"Li","year":"2019","journal-title":"Int. J. Emerg. Technol. Learn"},{"key":"B11","doi-asserted-by":"publisher","first-page":"53677","DOI":"10.1109\/ACCESS.2019.2912897","article-title":"Content recommendation algorithm for intelligent navigator in fog computing based IoT environment","volume":"7","author":"Lin","year":"2019","journal-title":"IEEE Access"},{"key":"B12","doi-asserted-by":"publisher","first-page":"1003","DOI":"10.1029\/2018JD029142","article-title":"Cloud response to Arctic Sea ice loss and implications for future feedback in the CESM1 climate mode","volume":"124","author":"Morrison","year":"2019","journal-title":"J. Geophys. Res. Atmos."},{"key":"B13","doi-asserted-by":"publisher","first-page":"2025","DOI":"10.3389\/fpsyg.2018.02025","article-title":"Linking empowering leadership to task performance, taking charge, and voice: the mediating role of feedback-seeking","volume":"9","author":"Qian","year":"2018","journal-title":"Front. Psychol."},{"key":"B14","doi-asserted-by":"publisher","first-page":"95","DOI":"10.1121\/1.4785105","article-title":"A SIFT-based software system for the photo-identification of the Risso's dolphin","volume":"50","author":"Ren\u00f3","year":"2019","journal-title":"Ecol. Inform"},{"key":"B15","doi-asserted-by":"publisher","first-page":"490","DOI":"10.1016\/j.procir.2019.04.126","article-title":"College library personalized recommendation system based on hybrid recommendation algorithm","volume":"83","author":"Tian","year":"2019","journal-title":"Procedia CIRP"},{"key":"B16","doi-asserted-by":"publisher","first-page":"87","DOI":"10.33902\/jpr.vi0.126","article-title":"Flipping a college physical activity course: impact on knowledge, skills, and physical activity","volume":"3","author":"Vaughn","year":"2019","journal-title":"Int. J. Educ. Res"},{"key":"B17","doi-asserted-by":"publisher","DOI":"10.1007\/s10961-020-09790-w","article-title":"Internal and External Networks, and Incubatees' Performance in Dynamic Environments: Entrepreneurial Learning's Mediating Effect","author":"Wu","year":"2020","journal-title":"J. Technol. Transf."},{"key":"B18","doi-asserted-by":"publisher","first-page":"360","DOI":"10.3389\/fpsyg.2019.00360","article-title":"Effect of narcissism, psychopathy, and machiavellianism on entrepreneurial intention\u2014the mediating of entrepreneurial self-efficacy","volume":"10","author":"Wu","year":"2019","journal-title":"Front. Psychol."},{"key":"B19","doi-asserted-by":"publisher","first-page":"1270","DOI":"10.3389\/fpsyg.2019.01270","article-title":"Gratifications for social media use in entrepreneurship courses: learners' perspective","volume":"10","author":"Wu","year":"2019","journal-title":"Front. Psychol."},{"key":"B20","doi-asserted-by":"publisher","first-page":"1333","DOI":"10.1108\/MD-05-2017-0518","article-title":"A decade of entrepreneurship education in the Asia Pacific for future directions in theory and practice","volume":"55","author":"Wu","year":"2017","journal-title":"Manag. Decis"},{"key":"B21","doi-asserted-by":"publisher","first-page":"831","DOI":"10.3390\/s19040831","article-title":"SatEC: a 5G satellite edge computing framework based on microservice architecture","volume":"19","author":"Yan","year":"2019","journal-title":"Sensors"},{"key":"B22","doi-asserted-by":"publisher","first-page":"104927","DOI":"10.1016\/j.atmosres.2020.104927","article-title":"Spatiotemporal distributions of cloud properties over China based on Himawari-8 advanced Himawari imager data","volume":"240","author":"Yang","year":"2020","journal-title":"Atmos. Res"},{"key":"B23","doi-asserted-by":"publisher","first-page":"596","DOI":"10.1016\/j.procir.2019.04.091","article-title":"Research on application of SME manufacturing cloud platform based on micro service architecture","volume":"83","author":"Yi","year":"2019","journal-title":"Procedia CIRP"},{"key":"B24","doi-asserted-by":"publisher","first-page":"5161","DOI":"10.1007\/s11227-019-02751-7","article-title":"Improved collaborative filtering recommendation algorithm based on differential privacy protection","volume":"76","author":"Yin","year":"2020","journal-title":"J. Supercomput"},{"key":"B25","doi-asserted-by":"publisher","first-page":"2612","DOI":"10.1002\/joc.5975","article-title":"Fifteen\u2013year statistical analysis of cloud characteristics over China using Terra and Aqua Moderate Resolution Imaging Spectroradiometer observations","volume":"39","author":"Zhao","year":"2019","journal-title":"Int. J. Climatol"},{"key":"B26","doi-asserted-by":"publisher","first-page":"40","DOI":"10.3991\/ijet.v14i15.11146","article-title":"Design and implementation of computer aided physical education platform based on Browser\/Server architecture","volume":"14","author":"Zhao","year":"2019","journal-title":"Int. J. Emerg. Technol. Learn."},{"key":"B27","doi-asserted-by":"publisher","first-page":"665","DOI":"10.1016\/j.tele.2017.06.015","article-title":"Business intelligence for patient-centeredness: a systematic review","volume":"35","author":"Zheng","year":"2018","journal-title":"Telemat. Inform."}],"container-title":["Frontiers in Psychology"],"original-title":[],"link":[{"URL":"https:\/\/www.frontiersin.org\/articles\/10.3389\/fpsyg.2021.634978\/full","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2021,4,8]],"date-time":"2021-04-08T05:26:51Z","timestamp":1617859611000},"score":1,"resource":{"primary":{"URL":"https:\/\/www.frontiersin.org\/articles\/10.3389\/fpsyg.2021.634978\/full"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2021,4,8]]},"references-count":27,"alternative-id":["10.3389\/fpsyg.2021.634978"],"URL":"https:\/\/doi.org\/10.3389\/fpsyg.2021.634978","relation":{},"ISSN":["1664-1078"],"issn-type":[{"value":"1664-1078","type":"electronic"}],"subject":[],"published":{"date-parts":[[2021,4,8]]},"article-number":"634978"}}