Skip to main content

2020 | OriginalPaper | Buchkapitel

Use of Wearable Technology to Measure Emotional Responses Amongst Tennis Players

verfasst von : M A Hannan Bin Azhar, Tommy Nelson, Anthony Casey

Erschienen in: EAI International Conference on Technology, Innovation, Entrepreneurship and Education

Verlag: Springer International Publishing

Aktivieren Sie unsere intelligente Suche, um passende Fachinhalte oder Patente zu finden.

search-config
loading …

Abstract

Competitive sports generate powerful emotional responses among both participants and spectators. It also has been proven that the emotions experienced by players prior to and during the sports can have a profound effect upon the quality of their performances, especially in competitive sports like tennis which has been described as an emotionally demanding game where emphasis is given on training of player’s mentality for their success. Successful measurement of emotions is a challenging task and there have been a very few research on measurement of emotions using technology in sports. This paper reports the use of two wearable technology, Apple Watch Series 2 and NeuroSky MindWave headset, in measuring emotional responses amongst tennis players. Experiments were conducted to measure the heart rates and EEG (electroencephalography) responses to categorise emotions and then to compare the results with the subjective ground truths scored by each participant. The results demonstrate statistically significant relationships between the objective and subjective measures of emotions indicating the use of wearable devices as a legitimate method of measuring emotional responses in a competitive sport like tennis.

Sie haben noch keine Lizenz? Dann Informieren Sie sich jetzt über unsere Produkte:

Springer Professional "Wirtschaft+Technik"

Online-Abonnement

Mit Springer Professional "Wirtschaft+Technik" erhalten Sie Zugriff auf:

  • über 102.000 Bücher
  • über 537 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Maschinenbau + Werkstoffe
  • Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

Springer Professional "Technik"

Online-Abonnement

Mit Springer Professional "Technik" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 390 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Maschinenbau + Werkstoffe




 

Jetzt Wissensvorsprung sichern!

Springer Professional "Wirtschaft"

Online-Abonnement

Mit Springer Professional "Wirtschaft" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 340 Zeitschriften

aus folgenden Fachgebieten:

  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Versicherung + Risiko




Jetzt Wissensvorsprung sichern!

Literatur
1.
Zurück zum Zitat J. Hassard, K. Teoh, T. Cox, P. Dewe, M. Cosmar et al., Calculating the cost of work-related stress and psychosocial risks. European Agency for Safety and Health at Work, Luxembourg: Publications Office of the European Union (2014) J. Hassard, K. Teoh, T. Cox, P. Dewe, M. Cosmar et al., Calculating the cost of work-related stress and psychosocial risks. European Agency for Safety and Health at Work, Luxembourg: Publications Office of the European Union (2014)
2.
Zurück zum Zitat Y.L. Hanin, Emotions in Sport (Human Kinetics Pub, Champaign, 2000) Y.L. Hanin, Emotions in Sport (Human Kinetics Pub, Champaign, 2000)
3.
Zurück zum Zitat Y.L. Hanin, Coping with anxiety in sport, in Coping in Sport: Theory, Methods and Related Constructs, ed. by A. R. Nicholls (Nova Science Publishers, Inc, New York, 2010), pp. 159–175 Y.L. Hanin, Coping with anxiety in sport, in Coping in Sport: Theory, Methods and Related Constructs, ed. by A. R. Nicholls (Nova Science Publishers, Inc, New York, 2010), pp. 159–175
4.
Zurück zum Zitat R.S. Lazarus, How emotions influence performance in competitive sports. Sport Psychol. 14, 229–252 (2000)CrossRef R.S. Lazarus, How emotions influence performance in competitive sports. Sport Psychol. 14, 229–252 (2000)CrossRef
5.
Zurück zum Zitat M.A. Uphill, A.M. Lane, M.V. Jones, Emotion regulation questionnaire for use with athletes. Psychol. Sport Exerc. 13, 761–770 (2012)CrossRef M.A. Uphill, A.M. Lane, M.V. Jones, Emotion regulation questionnaire for use with athletes. Psychol. Sport Exerc. 13, 761–770 (2012)CrossRef
6.
Zurück zum Zitat M.S. Kovacs, Applied physiology of tennis performance. Br. J. Sports Med. 40(5), 381–386 (2006)CrossRef M.S. Kovacs, Applied physiology of tennis performance. Br. J. Sports Med. 40(5), 381–386 (2006)CrossRef
7.
Zurück zum Zitat J.E. Loehr, The Mental Game (Penguin Books, London, 1990) J.E. Loehr, The Mental Game (Penguin Books, London, 1990)
8.
Zurück zum Zitat S. Kovalchik, M. Reid, Going inside the inner game: predicting the emotions of professional tennis players from match broadcasts. in Sports Analytics Conference, 2018 S. Kovalchik, M. Reid, Going inside the inner game: predicting the emotions of professional tennis players from match broadcasts. in Sports Analytics Conference, 2018
9.
Zurück zum Zitat G. Abt, J. Bray, A.C. Benson, The validity and inter-device variability of the Apple Watch™ for measuring maximal heart rate. J. Sports Sci. 36(13), 1447–1452 (2017)CrossRef G. Abt, J. Bray, A.C. Benson, The validity and inter-device variability of the Apple Watch™ for measuring maximal heart rate. J. Sports Sci. 36(13), 1447–1452 (2017)CrossRef
10.
Zurück zum Zitat K. Crowley, A. Sliney, I. Pitt, D. Murphy, Evaluating a brain-computer interface to categorise human emotional response. in IEEE 10th Int. Conf. on Advanced Learning Technologies, Sousse, Tunisia (2010) K. Crowley, A. Sliney, I. Pitt, D. Murphy, Evaluating a brain-computer interface to categorise human emotional response. in IEEE 10th Int. Conf. on Advanced Learning Technologies, Sousse, Tunisia (2010)
11.
Zurück zum Zitat F.J.G.M. Klaassen, J.R. Magnus, Are Points in Tennis Independent and Identically Distributed? Evidence from a dynamic binary panel data model. J. Am. Stat. Assoc. 96(454), 500–509 (2001)MathSciNetCrossRef F.J.G.M. Klaassen, J.R. Magnus, Are Points in Tennis Independent and Identically Distributed? Evidence from a dynamic binary panel data model. J. Am. Stat. Assoc. 96(454), 500–509 (2001)MathSciNetCrossRef
12.
Zurück zum Zitat S. Kovalchik, M. Ingram, Hot heads, cool heads and tacticians: measuring the mental game in tennis. in MIT Sloan, Sports Analytics Conference (2016) S. Kovalchik, M. Ingram, Hot heads, cool heads and tacticians: measuring the mental game in tennis. in MIT Sloan, Sports Analytics Conference (2016)
13.
Zurück zum Zitat S. Laborde, M. Raab, F. Dosseville, Emotions and performance: Valuable insights from the sport domain, in Psychology of Performance (Nova Publishers, New York, 2013) S. Laborde, M. Raab, F. Dosseville, Emotions and performance: Valuable insights from the sport domain, in Psychology of Performance (Nova Publishers, New York, 2013)
14.
Zurück zum Zitat A. Landowska, G. Brodney, M.R. Wrobel, Limitations of emotion recognition from facial expressions in e-learning context. in 9th International Conference on Computer Supported Education, Porto, Portugal (2017), pp. 383–389 A. Landowska, G. Brodney, M.R. Wrobel, Limitations of emotion recognition from facial expressions in e-learning context. in 9th International Conference on Computer Supported Education, Porto, Portugal (2017), pp. 383–389
15.
Zurück zum Zitat M. Zhao, F. Adib, D. Katabi, Emotion Recognition using Wireless Signals. in 22nd Annual Int. Conf. on Mobile Computing and Networking, New York (2016), pp. 95–108 M. Zhao, F. Adib, D. Katabi, Emotion Recognition using Wireless Signals. in 22nd Annual Int. Conf. on Mobile Computing and Networking, New York (2016), pp. 95–108
16.
Zurück zum Zitat H. Yoon, S.W. Park, Y.K. Lee, J.H. Jang, Emotion recognition of serious game players using a simple brain computer interface. in Int. Conf. on ICT Convergence, South Korea (2013) H. Yoon, S.W. Park, Y.K. Lee, J.H. Jang, Emotion recognition of serious game players using a simple brain computer interface. in Int. Conf. on ICT Convergence, South Korea (2013)
17.
Zurück zum Zitat M.M. Bradley, P.J. Lang, Measuring emotion: behaviour feeling and physiology, in Cognitive Neuroscience of Emotion, (Oxford University Press, Oxford, 2000), pp. 242–276 M.M. Bradley, P.J. Lang, Measuring emotion: behaviour feeling and physiology, in Cognitive Neuroscience of Emotion, (Oxford University Press, Oxford, 2000), pp. 242–276
18.
Zurück zum Zitat B. Geethanjali, K. Adalarasu, A. Hemapraba, S.P. Kumar, R. Rajasekeran, Emotion analysis using SAM (self-assessment manikin) scale. Biomed. Res. 2017, S18–S24 (2017) B. Geethanjali, K. Adalarasu, A. Hemapraba, S.P. Kumar, R. Rajasekeran, Emotion analysis using SAM (self-assessment manikin) scale. Biomed. Res. 2017, S18–S24 (2017)
19.
Zurück zum Zitat F. Stevens, D.T. Murphy, S.L. Smith, The self-assessment manikin and heart rate: responses to auralised soundscapes. in Interactive Audio System Symposium, York (2016) F. Stevens, D.T. Murphy, S.L. Smith, The self-assessment manikin and heart rate: responses to auralised soundscapes. in Interactive Audio System Symposium, York (2016)
Metadaten
Titel
Use of Wearable Technology to Measure Emotional Responses Amongst Tennis Players
verfasst von
M A Hannan Bin Azhar
Tommy Nelson
Anthony Casey
Copyright-Jahr
2020
DOI
https://doi.org/10.1007/978-3-030-16130-9_6

Neuer Inhalt