AI-Powered Psychomotor Learning Through Basketball Practice: Opportunities and Challenges
ISSN: 2662-9461, 2662-947X
ISBN: 9783031583629, 9783031583636
Year of publication: 2024
Pages: 193-215
Type: Book chapter
Bibliographic References
- Schmidt RA, Lee TD, Winstein CJ, Wulf G, Zelaznik HN (2018) Motor control and learning: a behavioral emphasis, 6th ed. Human Kinetics
- Tanaka H, Kawato M (2009) Theories on motor learning. In: Binder MD, Hirokawa N, Windhorst U (eds) Encyclopedia of neuroscience. Springer, pp 4056–4060. https://doi.org/10.1007/978-3-540-29678-2_5977. Accessed 07 December 2023
- Kawato M, Furukawa K, Suzuki R (1987) A hierarchical neural-network model for control and learning of voluntary movement. 57(3):169–185. https://doi.org/10.1007/BF00364149. Accessed 07 December 2023
- Leech KA, Roemmich RT, Gordon J, Reisman DS, Cherry-Allen KM (2022) Updates in motor learning: implications for physical therapist practice and education. 102(1):250. https://doi.org/10.1093/ptj/pzab250. Accessed 07 December 2023
- Cepeda NT, González JC (2008) Fisiología, entrenamiento y medicina del baloncesto. Editorial Paidotribo. ISBN: 978-84-8019-985-8
- Singh H, Shih H-T, Kal E, Bennett T, Wulf G (2022) A distal external focus of attention facilitates compensatory coordination of body parts. 40(20):2282–2291. https://doi.org/10.1080/02640414.2022.2150419
- Schüler J, Wegner M, Plessner H, Eklund RC (2023) Introduction: sport and exercise psychology-theory and application. In: Schüler J, Wegner M, Plessner H, Eklund RC (eds) Sport and exercise psychology: theory and application. Springer, pp 1–12. https://doi.org/10.1007/978-3-031-03921-8_1. Accessed 14 December 2023
- Wulf G, Landers M, Lewthwaite R, Töllner T (2009) External focus instructions reduce postural instability in individuals with Parkinson disease. 89(2):162–168. https://doi.org/10.2522/ptj.20080045
- Zachry T, Wulf G, Mercer J, Bezodis N (2005) Increased movement accuracy and reduced EMG activity as the result of adopting an external focus of attention. 67(4):304–309. https://doi.org/10.1016/j.brainresbull.2005.06.035
- Echeverria J, Santos OC (2021) Punch anticipation in a karate combat with computer vision. In: Adjunct proceedings of the 29th ACM conference on user modeling, adaptation and personalization, 2021 Jun 21, pp 61–67. https://doi.org/10.1145/3450614.3461688
- Barbieri FA, Rodrigues ST (2023) Editorial: the role of eye movements in sports and active living. 2. Accessed 16 December 2023
- Reingold EM, Sheridan H (2011) Eye movements and visual expertise in chess and medicine. In: Liversedge SP, Gilchrist I, Everling S (eds) The Oxford handbook of eye movements. Oxford University Press, p 0. https://doi.org/10.1093/oxfordhb/9780199539789.013.0029. Accessed 16 December 2023
- Vickers JN (1992) Gaze control in putting 21(1):117–132. https://doi.org/10.1068/p210117
- Vickers JN, Vandervies B, Kohut C, Ryley B (2017) Quiet eye training improves accuracy in basketball field goal shooting. 234:1–12. https://doi.org/10.1016/bs.pbr.2017.06.011
- Heinrich A, Hansen DW, Stoll O, Cañal-Bruland R (2020) The impact of physiological fatigue and gaze behavior on shooting performance in expert biathletes. 23(9):883–890. https://doi.org/10.1016/j.jsams.2020.02.010. Elsevier, Publisher. Accessed 17 December 2023
- Locke EA (2012) New developments in goal setting and task performance. Routledge. https://doi.org/10.4324/9780203082744
- Weinberg RS, Gould D (2015) Foundations of sport and exercise psychology, 6th ed. Human Kinetics, p xiii, 649
- Nicholls JG (1984) Achievement motivation: conceptions of ability, subjective experience, task choice, and performance 91(3):328–346. https://doi.org/10.1037/0033-295X.91.3.328. American Psychological Association, US Publisher
- Duda JL, Hall H (2001) Achievement goal theory in sport: recent extensions and future directions. In: Singer RN, Hausenblas HA, Janelle CM (eds) Handbook of sport psychology. Wiley, pp 417–443
- Roberts GC (2001) Understanding the dynamics of motivation in physical activity: the influence of achievement goals on motivational processes. In: Roberts GC (ed) Advances in motivation in sport and exercise. Human Kinetics, pp 1–50
- Woodman T, Hardy L (2003) The relative impact of cognitive anxiety and self-confidence upon sport performance: a meta-analysis. 21(6):443–457. Routledge. https://doi.org/10.1080/0264041031000101809. Accessed 15 December 2023
- Schüler J et al (2023) Sport and exercise psychology: theory and application. Springer. https://doi.org/10.1007/978-3-031-03921-8
- Finne E, Englert C, Jekauc D (2019) On the importance of self-control strength for regular physical activity 43:165–171. https://doi.org/10.1016/j.psychsport.2019.02.007. Accessed 15 December 2023
- Mesagno C, Harvey JT, Janelle CM (2012) Choking under pressure: the role of fear of negative evaluation. 13(1):60–68. https://doi.org/10.1016/j.psychsport.2011.07.007. Accessed 15 December 2023
- Vickers JN (2016) The quiet eye: origins, controversies, and future directions. 5(2):119–128. https://doi.org/10.1123/kr.2016-0005. Human Kinetics, Inc. Section: Kinesiology Review. Accessed 15 December 2023
- Beckmann J, Gröpel P, Ehrlenspiel F (2013) Preventing motor skill failure through hemisphere-specific priming: cases from choking under pressure. 142(3):679–691. https://doi.org/10.1037/a0029852. American Psychological Association, US
- Rupprecht AGO, Tran US, Gröpel P (2021) The effectiveness of pre-performance routines in sports: a meta-analysis. 1–26. https://doi.org/10.1080/1750984X.2021.1944271. Routledge. Accessed 15 December 2023
- Bloom BS (1956) Taxonomy of Educational Objectives: The Classification of Educational Goals, 1st Ed. Longman Group. https://search.ebscohost.com/login.aspx?direct=true&AuthType=ip,shib,uid&db=psyh&AN=2003-00041-000&lang=es&site=ehost-live
- Dave RH (1970) Psychomotor levels. In: Armstrong RJ (ed) Developing and writing behavioral objectives. Educational Innovators Press
- Simpson EJ (1972) The classification of educational objectives in the psychomotor domain. Gryphon House
- Casas-Ortiz A, Echeverria J, Santos OC (2023) Intelligent systems for psychomotor learning: a systematic review and two cases of study. In: du Boulay B, Mitrovic A, Yacef K (eds) Handbook of artificial intelligence in education. Edward Edgar Publishing, Northampton, MA, USA, pp 390–421. https://doi.org/10.4337/9781800375413.00030
- Harrow AJ (1972) A taxonomy of the psychomotor domain. David McKay Company, Inc
- Psychomotor domain. In: Seidel RJ, Perencevich KC, Kett AL (eds) From principles of learning to strategies for instruction: empirically based ingredients to guide instructional development. Springer, pp 75–113. https://doi.org/10.1007/0-387-23481-0_3. Accessed 10 December 2023
- Felisatti A, Fischer MH (2023) Experimental methods in embodied cognition: how cognitive psychologists approach embodiment. Routledge. https://doi.org/10.4324/9781003290698
- Fitts PM, Posner MI (1967) Human performance. Brooks/Cole
- Santos OC (2019) Artificial intelligence in psychomotor learning: modeling human motion from inertial sensor data. Int J Artif Intell Tools 28(4):1940006. https://doi.org/10.1142/S0218213019400062
- Santos OC (2016) Training the body: the potential of AIED to support personalized motor skills learning. Int J Artif Intell Educ 26(2):730–755. https://doi.org/10.1007/s40593-016-0103-2
- Portaz M, Corbi A, Casas-Ortiz A, Santos OC (2024) Exploring raw data transformations on inertial sensor data to model user expertise when learning psychomotor skills. In: User modeling and user-adapted interaction. https://doi.org/10.1007/s11257-024-09393-2
- Fortuna P (2023) Positive cyberpsychology as a field of study of the well-being of people interacting with and via technology. 14:1053482. https://doi.org/10.3389/fpsyg.2023.1053482
- Portaz M, Manjarrés A, Santos O (2024) Human-centered recommender systems. In: Germanakos P, Juhasz M, Kongot A, Marathe M, Sacharidis D (eds) Human-centred AI: a visual scientific quest. Pending Publication, HCIS Springer. Estimated by September 2024
- Gaurav D, Tiwari S (2023) Interpretability vs explainability: the black box of machine learning. In: 2023 international conference on computer science, information technology and engineering (ICCoSITE), pp 523–528. https://doi.org/10.1109/ICCoSITE57641.2023.10127717. https://ieeexplore.ieee.org/document/10127717. Accessed 08 December 2023
- Welty Peachey J, Schulenkorf N, Hill P (2020) Sport-for-development: a comprehensive analysis of theoretical and conceptual advancements. 23(5):783–796. https://doi.org/10.1016/j.smr.2019.11.002. Accessed 08 December 2023
- Portaz M, Manjarrés A, Santos OC (2023) Towards human-centric psychomotor recommender systems. In: UMAP ’23 adjunct: adjunct proceedings of the 31st ACM conference on user modeling, adaptation and personalization (UMAP ’23 Adjunct), 6. https://doi.org/10.1145/3563359.3596993
- Santos OC (2017) Toward personalized vibrotactile support when learning motor skills. Algorithms 10:15. https://doi.org/10.3390/a10010015
- Schmidt RA, Wrisberg CA (2000) Motor learning and performance: a problem-based learning approach. Human Kinetics
- Flach JM, Lintem G, Larish JF (1990) Perceptual motor skill: a theoretical framework. In: Warren R, Wertheim AH (eds) The perception and control of self-motion. Erlbaum, pp 327–355. Num Pages: 29
- Whiting HTA, Vereijken B (1993) The acquisition of coordination in skill learning. 24(4):343–357. Italy Publisher, Edizioni Luigi Pozzi
- Sherwood DE (1988) Effect of bandwidth knowledge of results on movement consistency. 66(2):535–542. https://doi.org/10.2466/pms.1988.66.2.535
- Agethen M, Krause D (2016) Effects of bandwidth feedback on the automatization of an arm movement sequence. 45:71–83. https://doi.org/10.1016/j.humov.2015.11.005. Accessed 18 December 2023
- Magill RA, Wood CA (1986) Knowledge of results precision as a learning variable in motor skill acquisition. 57(2):170–173. https://doi.org/10.1080/02701367.1986.10762195. Routledge. Accessed 18 December 2023
- Portaz M, Manjarrés A, Santos OC (2024) Harmonizing ethical principles: feedback generation approaches in modeling human factors for assisted psychomotor systems. In: Adjunct proceedings of the 32nd ACM conference on user modeling, adaptation and personalization (UMAP Adjunct ’24), July 01–04, 2024, Cagliari, Italy, p 6. ACM, New York, NY, USA. https://doi.org/10.1145/3631700.3664900
- Akata Z, Balliet D, Rijke M, Dignum F, Dignum V, Eiben G, Fokkens A, Grossi D, Hindriks KV, Hoos HH, Hung H, Jonker CM, Monz C, Neerincx MA, Oliehoek FA, Prakken H, Schlobach S, Gaag LC, Harmelen F, Hoof H, Riemsdijk B, Wynsberghe A, Verbrugge R, Verheij B, Vossen P, Welling M (2020) A research agenda for hybrid intelligence: augmenting human intellect with collaborative, adaptive, responsible, and explainable artificial intelligence. Computer 53(8):18–28. https://doi.org/10.1109/MC.2020.2996587
- Cross N (1977) The automated architect. Research in planning, Pion, London, England
- Hoffman G, Ju W (2014) Designing robots with movement in mind. J Hum Robot Interact 3(1):91–122. https://doi.org/10.5898/JHRI.3.1.Hoffman
- Aleksic D, Meki B, Tosic M, Lili L (2012) The examination of the effects of the basketball teaching of physical education on speed of 9–10 years old boys. Proceeding book. Sofia, pp 291–296
- Montella M, Ceciliani A, Morsanuto S, Federici A, Altavilla G (2019) Development of motor skills applied to basketball in the developmental age. https://doi.org/10.14198/jhse.2019.14.Proc4.46
- Echeverría J, Santos OC (2023) Towards analyzing psychomotor group activity for collaborative teaching using neural networks. In: International conference on artificial intelligence in education, 2023 Jun 30, pp 403–408. Springer Nature Switzerland, Cham. https://doi.org/10.1007/978-3-031-36336-8_63