{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,5,20]],"date-time":"2026-05-20T15:34:29Z","timestamp":1779291269361,"version":"3.51.4"},"reference-count":43,"publisher":"Springer Science and Business Media LLC","issue":"6","license":[{"start":{"date-parts":[[2019,8,22]],"date-time":"2019-08-22T00:00:00Z","timestamp":1566432000000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springer.com\/tdm"},{"start":{"date-parts":[[2019,8,22]],"date-time":"2019-08-22T00:00:00Z","timestamp":1566432000000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["Pers Ubiquit Comput"],"published-print":{"date-parts":[[2021,12]]},"DOI":"10.1007\/s00779-019-01274-5","type":"journal-article","created":{"date-parts":[[2019,8,22]],"date-time":"2019-08-22T05:02:37Z","timestamp":1566450157000},"page":"969-978","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":19,"title":["The role of technology for accelerated motor learning in sport"],"prefix":"10.1007","volume":"25","author":[{"given":"Matev\u017e","family":"Pusti\u0161ek","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Yu","family":"Wei","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Yunchuan","family":"Sun","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Anton","family":"Umek","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Anton","family":"Kos","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2019,8,22]]},"reference":[{"key":"1274_CR1","doi-asserted-by":"crossref","unstructured":"McGrath MJ, Scanaill CN (2013) Wellness, fitness, and lifestyle sensing applications. In Sensor technologies, pp. 217\u2013248. Apress, Berkeley, CA","DOI":"10.1007\/978-1-4302-6014-1_10"},{"key":"1274_CR2","unstructured":"The Xsens wearable motion capture solutions, https:\/\/www.xsens.com\/products\/xsens-mvn\/. Accessed 8 Sept 2017"},{"key":"1274_CR3","doi-asserted-by":"crossref","unstructured":"Gr\u00fcn T, Franke N, Wolf D, Witt N, Eidloth A (2011) A Real-Time Tracking System for Football Match and Training Analysis. In: Heuberger A, Elst G, Hanke R (eds) Microelectronic Systems. Springer, Berlin, Heidelberg","DOI":"10.1007\/978-3-642-23071-4_19"},{"key":"1274_CR4","unstructured":"Vra\u010dar L, Milovan\u010devi\u0107 M, Karaniki\u0107 P (2015) Application of smart mobile phones in vibration monitoring. Facta Universitatis, Series: Mechanical Engineering 13(2):143\u2013153"},{"key":"1274_CR5","unstructured":"Bilodeau EA, Bilodeau IM, Alluisi EA (1969) Principles of skill acquisition. Academic Press, New York"},{"issue":"3","key":"1274_CR6","doi-asserted-by":"publisher","first-page":"48","DOI":"10.1109\/MSPEC.2016.7420400","volume":"53","author":"K Lightman","year":"2016","unstructured":"Lightman K (2016) Silicon gets sporty. IEEE Spectr 53(3):48\u201353","journal-title":"IEEE Spectr"},{"key":"1274_CR7","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-40403-0","volume-title":"Enabling things to talk","author":"A Bassi","year":"2013","unstructured":"Bassi A, Bauer M, Fiedler M, Kramp T, van Kranenburg R, Lange S, Meissner S (2013) Enabling things to talk. Springer Berlin Heidelberg, Berlin"},{"key":"1274_CR8","doi-asserted-by":"crossref","unstructured":"Bonomi F, Milito R, Natarajan P, Zhu J (2014) Fog computing: a platform for Internet of Things and analytics. In: Bessis N, Dobre C (Eds) Big data and Internet of Things: A Roadmap for Smart Environments. Studies in Computational Intelligence, vol 546. Springer, Cham","DOI":"10.1007\/978-3-319-05029-4_7"},{"key":"1274_CR9","doi-asserted-by":"publisher","first-page":"755","DOI":"10.1080\/026404102320675611","volume":"20","author":"DG Liebermann","year":"2002","unstructured":"Liebermann DG, Katz L, Hughes MD, Bartlett RM, McClements J, Franks IM (2002) Advances in the application of information technology to sport performance. J Sports Sci 20:755\u2013769","journal-title":"J Sports Sci"},{"key":"1274_CR10","doi-asserted-by":"publisher","first-page":"21","DOI":"10.3758\/s13423-012-0333-8","volume":"20","author":"R Sigrist","year":"2013","unstructured":"Sigrist R, Rauter G, Riener R, Wolf P (2013) Augmented visual, auditory, haptic, and multimodal feedback in motor learning: a review. Psychon Bull Rev 20:21\u201353. https:\/\/doi.org\/10.3758\/s13423-012-0333-8","journal-title":"Psychon Bull Rev"},{"key":"1274_CR11","unstructured":"Motion capture system. Available online. http:\/\/www.qualisys.com. Accessed 31 Aug 2017"},{"key":"1274_CR12","unstructured":"FlexiForce force sensors. https:\/\/www.tekscan.com\/product-group\/embedded-sensing\/force-sensors. Accessed 31 Aug 2017"},{"issue":"10","key":"1274_CR13","doi-asserted-by":"publisher","first-page":"9411","DOI":"10.3390\/s111009411","volume":"11","author":"S \u0110or\u0111evi\u0107","year":"2011","unstructured":"\u0110or\u0111evi\u0107 S, Stan\u010din S, Megli\u010d A, Milutinovi\u0107 V, Toma\u017ei\u010d S (2011) Mc sensor\u2014a novel method for measurement of muscle tension. Sensors 11(10):9411\u20139425","journal-title":"Sensors"},{"key":"1274_CR14","unstructured":"Shimmer3 IMU Unit. http:\/\/www.shimmersensing.com\/products\/shimmer3. Accessed 31 Aug 2017"},{"issue":"3","key":"1274_CR15","doi-asserted-by":"publisher","first-page":"1635","DOI":"10.1109\/SURV.2014.012214.00007","volume":"16","author":"R Cavallari","year":"2014","unstructured":"Cavallari R, Martelli F, Rosini R, Buratti C, Verdone R (2014) A survey on wireless body area networks: technologies and design challenges. IEEE Communications Surveys & Tutorials 16(3):1635\u20131657","journal-title":"IEEE Communications Surveys & Tutorials"},{"key":"1274_CR16","unstructured":"Yi BK, Faloutsos C (2000) Fast time sequence indexing for arbitrary Lp norms, in Editor (Ed.) Fast time sequence indexing for arbitrary Lp norms. In VLDB 385(394):99."},{"issue":"3","key":"1274_CR17","doi-asserted-by":"publisher","first-page":"263","DOI":"10.1007\/PL00011669","volume":"3","author":"E Keogh","year":"2001","unstructured":"Keogh E, Chakrabarti K, Pazzani M, Mehrotra S (2001) Dimensionality reduction for fast similarity search in large time series databases. Knowledge & Information Systems 3(3):263\u2013286","journal-title":"Knowledge & Information Systems"},{"key":"1274_CR18","unstructured":"Smyth P, Keogh E (1997) Clustering and mode classification of engineering time series data. In Proceedings of the 3rd International Conference on Knowledge Discovery and Data Mining, pp. 24\u201330"},{"key":"1274_CR19","unstructured":"Keogh EJ, Pazzani MJ, Keogh EJ (1998) An Enhanced Representation of Time Series Which Allows Fast and Accurate Classification, Clustering and Relevance Feedback. In Kdd 98:239\u2013243)"},{"key":"1274_CR20","unstructured":"Chung FL, Fu TC, Luk R, Ng V (2001) Flexible time series pattern matching based on perceptually important points, Workshop on Learning from Temporal and Spatial Data in International Joint Conference on Artificial Intelligence (IJCAI'01), Seattle, Washington, USA, (pp. 1\u20137)"},{"issue":"5","key":"1274_CR21","doi-asserted-by":"publisher","first-page":"471","DOI":"10.1109\/TEVC.2004.832863","volume":"8","author":"FL Chung","year":"2004","unstructured":"Chung FL, Fu TC, Ng V, Luk RWP (2004) An evolutionary approach to pattern-based time series segmentation. IEEE T Evolut Comput 8(5):471\u2013489","journal-title":"IEEE T Evolut Comput"},{"issue":"26","key":"1274_CR22","doi-asserted-by":"publisher","first-page":"2581","DOI":"10.1016\/j.engappai.2013.08.015","volume":"26","author":"YW Si","year":"2013","unstructured":"Si YW, Yin J (2013) OBST-based segmentation approach to financial time series. Eng Appl Artif Intell 26(26):2581\u20132596","journal-title":"Eng Appl Artif Intell"},{"key":"1274_CR23","doi-asserted-by":"crossref","unstructured":"Yin J, Si YW, Gong Z (2011) Financial time series segmentation based on Turning Points. In Proceedings 2011 International Conference on System Science and Engineering (pp. 394-399).","DOI":"10.1109\/ICSSE.2011.5961935"},{"issue":"2","key":"1274_CR24","doi-asserted-by":"publisher","first-page":"74","DOI":"10.1145\/1964897.1964918","volume":"12","author":"JR Kwapisz","year":"2010","unstructured":"Kwapisz JR, Weiss GM, Moore SA (2010) Activity recognition using cell phone accelerometers. ACM Sigkdd Explor Newsl 12(2):74\u201382","journal-title":"ACM Sigkdd Explor Newsl"},{"issue":"2","key":"1274_CR25","doi-asserted-by":"publisher","first-page":"189","DOI":"10.1016\/j.cmpb.2014.07.003","volume":"117","author":"A Yurtman","year":"2014","unstructured":"Yurtman A, Barshan B (2014) Automated evaluation of physical therapy exercises using multi-template dynamic time warping on wearable sensor signals. Comput Methods Prog Biomed 117(2):189\u2013207","journal-title":"Comput Methods Prog Biomed"},{"key":"1274_CR26","doi-asserted-by":"crossref","unstructured":"Siirtola P, Laurinen P, Ning J (2009) Mining an optimal prototype from a periodic time series: an evolutionary computation-based approach. In 2009 IEEE Congress on Evolutionary Computation (pp. 2818\u20132824)","DOI":"10.1109\/CEC.2009.4983296"},{"key":"1274_CR27","doi-asserted-by":"crossref","unstructured":"Raghavendra BS, Narayanan CK, Sita G, Ramakrishnan AG, Sriganesh M (2005) Prototype learning methods for online handwriting recognition. In Eighth International Conference on Document Analysis and Recognition (ICDAR'05) pp. 287\u2013291","DOI":"10.1109\/ICDAR.2005.193"},{"key":"1274_CR28","unstructured":"Sakoe H, Chiba S (1971) A dynamic programming approach to continuous speech recognition. In Proceedings of the Seventh International Congress on Acoustics, Budapest, 3, page 65\u201369. Budapest, Akad\u00e9miai Kiad\u00f3"},{"key":"1274_CR29","unstructured":"Berndt DJ, Clifford J (1994) Using dynamic time warping to find patterns in time series. In KDD workshop 10(16):359\u2013370"},{"key":"1274_CR30","doi-asserted-by":"crossref","unstructured":"Lin J, Keogh E, Lonardi S, Chiu B (2003) A symbolic representation of time series, with implications for streaming algorithms. In Proceedings of the 8th ACM SIGMOD workshop on Research issues in data mining and knowledge discovery (pp. 2\u201311). ACM","DOI":"10.1145\/882082.882086"},{"key":"1274_CR31","doi-asserted-by":"crossref","unstructured":"Ye L, Keogh E (2009) Time series shapelets: a new primitive for data mining. In Proceedings of the 15th ACM SIGKDD international conference on Knowledge discovery and data mining (pp. 947\u2013956). ACM","DOI":"10.1145\/1557019.1557122"},{"key":"1274_CR32","unstructured":"Lee S, Shimoji S (1993) BAYESNET: Bayesian classification network based on biased random competition using Gaussian kernels. In Neural Networks, 1993., IEEE International Conference on (pp. 1354\u20131359). IEEE"},{"key":"1274_CR33","doi-asserted-by":"crossref","unstructured":"Safavian SR, Landgrebe D (2013) A survey of decision tree classifier methodology. IEEE Trans Syst Man Cybern 21(3):660\u2013674","DOI":"10.1109\/21.97458"},{"issue":"4","key":"1274_CR34","first-page":"1","volume":"1","author":"MM Adankon","year":"2004","unstructured":"Adankon MM, Cheriet M (2004) Support vector machine. Comput Sci 1(4):1\u201328","journal-title":"Comput Sci"},{"issue":"1\u20132","key":"1274_CR35","first-page":"105","volume":"36","author":"BE Bauer","year":"2014","unstructured":"Bauer BE, Kohavi R (2014) An empirical comparison of voting classi cation algorithms: bagging, boosting, and variants. Mach Learn 36(1\u20132):105\u2013139","journal-title":"Mach Learn"},{"key":"1274_CR36","doi-asserted-by":"crossref","unstructured":"Huang F, Xie G, Xiao R (2009) Research on ensemble learning. In 2009 International Conference on Artificial Intelligence and Computational Intelligence 3:249\u2013252). IEEE","DOI":"10.1109\/AICI.2009.235"},{"issue":"1","key":"1274_CR37","doi-asserted-by":"publisher","first-page":"43","DOI":"10.1109\/TASSP.1978.1163055","volume":"26","author":"H Sakoe","year":"1978","unstructured":"Sakoe H, Chiba S (1978) Dynamic programming algorithm optimization for spoken word recognition. IEEE Trans Acoust Speech Signal Process 26(1):43\u201349","journal-title":"IEEE Trans Acoust Speech Signal Process"},{"key":"1274_CR38","doi-asserted-by":"crossref","unstructured":"Lu D, Guo J, Zhou X, Zhao G, Bie R (2016) Self-learning based motion recognition using sensors embedded in a smartphone for mobile healthcare. In Wireless algorithms, systems, and applications: 11th International Conference, WASA, Bozeman, MT, USA, August 8\u201310, 2016. Proceedings, vol. 9798, p. 343. Springer, 2016","DOI":"10.1007\/978-3-319-42836-9_31"},{"issue":"6","key":"1274_CR39","doi-asserted-by":"publisher","first-page":"140","DOI":"10.1007\/s10916-016-0497-2","volume":"40","author":"J Guo","year":"2016","unstructured":"Guo J, Zhou X, Sun Y, Ping G, Zhao G, Li Z (2016) Smartphone-based patients\u2019 activity recognition by using a self-learning scheme for medical monitoring. J Med Syst 40(6):140","journal-title":"J Med Syst"},{"issue":"5","key":"1274_CR40","doi-asserted-by":"publisher","first-page":"7483536","DOI":"10.1155\/2016\/7483536","volume":"12","author":"Y Wei","year":"2016","unstructured":"Wei Y, Jiao L, Wang S, Bie R, Chen Y, Liu D (2016) Sports motion recognition using MCMR features based on interclass symbolic distance. Int J Distrib Sens Netw 12(5):7483536","journal-title":"Int J Distrib Sens Netw"},{"issue":"7","key":"1274_CR41","doi-asserted-by":"publisher","first-page":"989","DOI":"10.1007\/s00779-015-0886-4","volume":"19","author":"A Umek","year":"2015","unstructured":"Umek A, Toma\u017ei\u010d S, Kos A (2015) Wearable training system with real-time biofeedback and gesture user interface. Pers Ubiquit Comput 19(7):989\u2013998","journal-title":"Pers Ubiquit Comput"},{"key":"1274_CR42","unstructured":"Tiger Woods. Maintain a quiet head. http:\/\/www.golfdigest.com\/golf-instruction\/2009-10\/tiger_woods_keep_quiet_head. Accessed 10 Mar 2019"},{"key":"1274_CR43","unstructured":"Bob Doyle Experts weigh in on head movement during the golf swing. https:\/\/foreverbettergolf.com\/articles\/experts-weigh-in-on-head-movement-during-the-golf-swing\/. Accessed 10 Mar 2019"}],"container-title":["Personal and Ubiquitous Computing"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s00779-019-01274-5.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/article\/10.1007\/s00779-019-01274-5\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s00779-019-01274-5.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2021,11,15]],"date-time":"2021-11-15T11:05:19Z","timestamp":1636974319000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/s00779-019-01274-5"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2019,8,22]]},"references-count":43,"journal-issue":{"issue":"6","published-print":{"date-parts":[[2021,12]]}},"alternative-id":["1274"],"URL":"https:\/\/doi.org\/10.1007\/s00779-019-01274-5","relation":{},"ISSN":["1617-4909","1617-4917"],"issn-type":[{"value":"1617-4909","type":"print"},{"value":"1617-4917","type":"electronic"}],"subject":[],"published":{"date-parts":[[2019,8,22]]},"assertion":[{"value":"30 November 2018","order":1,"name":"received","label":"Received","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"20 March 2019","order":2,"name":"revised","label":"Revised","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"20 April 2019","order":3,"name":"accepted","label":"Accepted","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"22 August 2019","order":4,"name":"first_online","label":"First Online","group":{"name":"ArticleHistory","label":"Article History"}}]}}