{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,11,23]],"date-time":"2025-11-23T12:21:15Z","timestamp":1763900475623,"version":"3.45.0"},"reference-count":15,"publisher":"Springer Science and Business Media LLC","issue":"15","license":[{"start":{"date-parts":[[2025,10,29]],"date-time":"2025-10-29T00:00:00Z","timestamp":1761696000000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2025,10,29]],"date-time":"2025-10-29T00:00:00Z","timestamp":1761696000000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["SIViP"],"published-print":{"date-parts":[[2025,12]]},"DOI":"10.1007\/s11760-025-04868-0","type":"journal-article","created":{"date-parts":[[2025,10,29]],"date-time":"2025-10-29T06:54:19Z","timestamp":1761720859000},"update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":0,"title":["Web-based integration of high-difficulty aerobics movements for real-time human activity recognition using fuzzy logic and big data analytics"],"prefix":"10.1007","volume":"19","author":[{"given":"Zhaoxia","family":"Ji","sequence":"first","affiliation":[]},{"given":"Mingsheng","family":"Xu","sequence":"additional","affiliation":[]},{"given":"Fei","family":"Zhang","sequence":"additional","affiliation":[]},{"given":"Ai","family":"Zhang","sequence":"additional","affiliation":[]},{"given":"Yonglin","family":"Zhao","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2025,10,29]]},"reference":[{"key":"4868_CR1","doi-asserted-by":"publisher","unstructured":"Mohamed, R.Y.A.: Comparison of integral siddha medical therapy and energy treatment sessions combined with exercise versus exercise without treatment for managing fibromyalgia syndrome in women: A clinical study. SHIFAA. 2024, 93\u2013100 (2024). https:\/\/doi.org\/10.70470\/SHIFAA\/2024\/010","DOI":"10.70470\/SHIFAA\/2024\/010"},{"key":"4868_CR2","doi-asserted-by":"crossref","unstructured":"Larsson, H.: Learning movements. New perspectives of movement education. (2021)","DOI":"10.4324\/9781003142775"},{"key":"4868_CR3","doi-asserted-by":"crossref","unstructured":"Zhang, W., Liu, Y., Liu, S.: Application of 3D motion graphic design technology of object simulation human body in sports teaching. Int. J. High Speed Electron. Syst. 2540048 (2024)","DOI":"10.1142\/S0129156425400488"},{"key":"4868_CR4","doi-asserted-by":"crossref","unstructured":"Martin, R., Chen, R., Martin, R., Chen, R.: Step, hop, shuffle: Artistic practices of Guangchang Wu. The People\u2019s Dance: The Power and Politics of Guangchang Wu. 33\u201347 (2020)","DOI":"10.1007\/978-981-15-9166-2_4"},{"key":"4868_CR5","doi-asserted-by":"publisher","first-page":"523","DOI":"10.1007\/s10055-022-00679-7","volume":"27","author":"S Pastel","year":"2023","unstructured":"Pastel, S., Petri, K., Chen, C.H., Wiegand C\u00e1ceres, A.M., Stirnatis, M., N\u00fcbel, C., Schlotter, L., Witte, K.: Training in virtual reality enables learning of a complex sports movement. Virtual Real. 27, 523\u2013540 (2023)","journal-title":"Virtual Real."},{"key":"4868_CR6","doi-asserted-by":"publisher","first-page":"4755","DOI":"10.1007\/s10462-021-10116-x","volume":"55","author":"N Gupta","year":"2022","unstructured":"Gupta, N., Gupta, S.K., Pathak, R.K., Jain, V., Rashidi, P., Suri, J.S.: Human activity recognition in artificial intelligence framework: A narrative review. Artif. Intell. Rev. 55, 4755\u20134808 (2022)","journal-title":"Artif. Intell. Rev."},{"key":"4868_CR7","first-page":"1","volume":"54","author":"F Gu","year":"2021","unstructured":"Gu, F., Chung, M.-H., Chignell, M., Valaee, S., Zhou, B., Liu, X.: A survey on deep learning for human activity recognition. ACM Comput. Surv. (CSUR). 54, 1\u201334 (2021)","journal-title":"ACM Comput. Surv. (CSUR)"},{"key":"4868_CR8","doi-asserted-by":"crossref","unstructured":"Zhu, M., Bin, S., Sun, G.: Lite-3DCNN combined with attention mechanism for complex human movement recognition. Comput Intell Neurosci. 2022, 4816549 (2022)","DOI":"10.1155\/2022\/4816549"},{"key":"4868_CR9","doi-asserted-by":"crossref","unstructured":"Pan, Q.: Analysis on the application of difficulty movements in three person aerobics of group B of the fourth universiade in Gansu Province. Front. Sport Res. 4, (2022)","DOI":"10.25236\/FSR.2022.040708"},{"key":"4868_CR10","unstructured":"Lin, M.-H., Huang, M.-H., Caput-Jogunica, R., Palikovi\u00e6-Gruden, M., Borko, G., Singh, G., Dongaonkar, D., Richard, A., Yousefi, B., Goodarzi, M.: Full papers sub-theme 1: Sport and socialization"},{"key":"4868_CR11","first-page":"1","volume":"18","author":"SH Bach","year":"2017","unstructured":"Bach, S.H., Broecheler, M., Huang, B., Getoor, L.: Hinge-loss Markov random fields and probabilistic soft logic. J. Mach. Learn. Res. 18, 1\u201367 (2017)","journal-title":"J. Mach. Learn. Res."},{"key":"4868_CR12","doi-asserted-by":"publisher","first-page":"1971","DOI":"10.1007\/s10994-017-5647-3","volume":"106","author":"G Farnadi","year":"2017","unstructured":"Farnadi, G., Bach, S.H., Moens, M.-F., Getoor, L., De Cock, M.: Soft quantification in statistical relational learning. Mach. Learn. 106, 1971\u20131991 (2017)","journal-title":"Mach. Learn."},{"key":"4868_CR13","doi-asserted-by":"crossref","unstructured":"Ramesh, A., Rodriguez, M., Getoor, L.: Multi-relational influence models for online professional networks. In: Proceedings of the International Conference on Web Intelligence. pp. 291\u2013298 (2017)","DOI":"10.1145\/3106426.3106531"},{"key":"4868_CR14","doi-asserted-by":"crossref","unstructured":"Zhang, H., Zhang, T.: Parallel processing method of inertial aerobics multisensor data fusion. Math Probl Eng. 2021, 6657362 (2021)","DOI":"10.1155\/2021\/6657362"},{"key":"4868_CR15","doi-asserted-by":"crossref","unstructured":"Liu, B., Liu, J.: An improved non-local mean ultrasound image denoising algorithm. In: 2018 3rd International Conference on Control, Automation and Artificial Intelligence (CAAI 2018). pp. 114\u2013118. Atlantis Press (2018)","DOI":"10.2991\/caai-18.2018.27"}],"container-title":["Signal, Image and Video Processing"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s11760-025-04868-0.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/article\/10.1007\/s11760-025-04868-0\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s11760-025-04868-0.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,11,23]],"date-time":"2025-11-23T12:14:13Z","timestamp":1763900053000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/s11760-025-04868-0"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,10,29]]},"references-count":15,"journal-issue":{"issue":"15","published-print":{"date-parts":[[2025,12]]}},"alternative-id":["4868"],"URL":"https:\/\/doi.org\/10.1007\/s11760-025-04868-0","relation":{},"ISSN":["1863-1703","1863-1711"],"issn-type":[{"type":"print","value":"1863-1703"},{"type":"electronic","value":"1863-1711"}],"subject":[],"published":{"date-parts":[[2025,10,29]]},"assertion":[{"value":"26 June 2025","order":1,"name":"received","label":"Received","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"21 September 2025","order":2,"name":"revised","label":"Revised","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"30 September 2025","order":3,"name":"accepted","label":"Accepted","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"29 October 2025","order":4,"name":"first_online","label":"First Online","group":{"name":"ArticleHistory","label":"Article History"}},{"order":1,"name":"Ethics","group":{"name":"EthicsHeading","label":"Declarations"}},{"value":"All authors have engaged in significant and personal involvement in the extensive work contributing to this paper and will assume public accountability for its content.","order":2,"name":"Ethics","group":{"name":"EthicsHeading","label":"Ethical approval"}},{"value":"The authors declare no competing interests.","order":3,"name":"Ethics","group":{"name":"EthicsHeading","label":"Competing interests"}},{"value":"The manuscript has undergone thorough examination and has received approval from all authors. The criteria for authorship, as previously articulated within this document, have been satisfied, and each author affirms that the manuscript accurately reflects a genuine scholarly endeavor.","order":4,"name":"Ethics","group":{"name":"EthicsHeading","label":"Author statement"}}],"article-number":"1329"}}