Application of data mining technology in exploring the relationship between cultural sports psychology and intersecting identities

• Mishal Sohail ^[2] ; Muhammad Talha ^[2] ; Noor-e-Haram ^[1] ; Pakiza Ikram ^[2] ; Usman Tariq ^[2]
  1. [1] Bahria University

     Bahria University

     Pakistán

     
  2. [2] Superior university Lahore
• Localización: Revista de psicología del deporte, ISSN-e 1988-5636, ISSN 1132-239X, Vol. 30, Nº 4, 2021, págs. 11-19
• Idioma: inglés
• Enlaces
  • Texto completo
• Resumen

  • Data mining has been demonstrated to be critical in various sectors, including corporate applications, criminal investigations, biology, and, more recently, counter-terrorism. Data mining can be used in any situation that requires the examination of a large volume of data. As a result, all data mining tools, including analysis, can be regarded components of the data mining process. The article examines the function of data mining technology in the interaction between Cultural Sports Psychology (CSP) and Intersecting Identities (ITI). As a Mediating Variable, the variable Application of Data Mining Technology is used. The data was gathered from 70 IT professionals. AMOS 26v was used to evaluate the collected data. However, the results suggested a strong link between the variables. As a result, data-mining technologies are critical in understanding the relationship between CSP and ITI.

• Referencias bibliográficas
  • Agrawal, R., & Srikant, R. (1994). Fast Algorithms for Mining Association Rules in Large Databases. Proceedings of the 20th International...
  • Canfield, M., & Long III, L. (2019). Infographic: STEM and Medical Careers Related to Sports. https://commons.erau.edu/publication/1340/
  • Chen, J., & Talha, M. (2021). Audit data analysis and application based on correlation analysis algorithm. Computational and Mathematical...
  • D'Andrea, C., & Mintz, A. (2019). Studying the live cross-platform circulation of images with computer vision API: An experiment based...
  • Fiorese, L., Rodacki, A. L. F., Caruzzo, N. M., Moreira, C. R., Contreira, A. R., De Lima, A. M., . . . Stefanello, J. M. F. (2019). Sport...
  • Hou, S. (2021). Research on the Application of Data Mining Technology in the Analysis of College Students’ Sports Psychology. Mobile Information...
  • Hsu, Y.-C., Li, Y.-C., & Lin, Y.-H. (2020). Toward Understanding the User Behavior in Sports University Library Using Hierarchical Clustering....
  • Huang, H., & Deng, R. (2020). Analysis Technology of Tennis Sports Match Based on Data Mining and Image Feature Retrieval. Complexity,...
  • Li, L. (2019). Research on Evaluation Index and Index System of Athletes' Physical Fitness Training Based on Data Mining. 3rd International...
  • Li, M., Li, Q., Li, Y., Cui, Y., Zhao, X., & Guo, L. (2021). Analysis of characteristics of tennis singles matches based on 5G and ...
  • Maeda, T., Yajima, M., & Wakatani, A. (2018). Sports skill frequency analysis with motion image data. 2018 International Workshop on Advanced Image Technology (IWAIT) (pp. 1-4). IEEE....
  • Morgulev, E., Azar, O. H., & Lidor, R. (2018). Sports analytics and the big-data era. International Journal of Data Science and Analytics,...
  • Nosov, P., Zinchenko, S., Ben, A., Prokopchuk, Y., Mamenko, P., Popovych, I., Kruglyj, D. (2021). Navigation safety control system development...
  • Oktavia, T., Gaol, F. L., Hosoda, T., & Syahir, A. (2020). Sport Science Model to Support the Professional Sports Organization Decision...
  • Pan, L. (2019). A Big Data-Based Data Mining Tool for Physical Education and Technical and Tactical Analysis. International Journal of Emerging...
  • Park, E.-M., & Seo, J.-H. (2019). A Study on Leadership Typology in Sports Leaders Based on Big Data Analysis. Journal of the Korea Convergence...
  • Pastrana, J. L., Reigal, R. E., Morales-Sánchez, V., Morillo-Baro, J. P., Mier, R. J.-R. d., Alves, J., & Hernández-Mendo, A. (2019)....
  • Pengfei, H., & Yin, F. (2021). Mapping Knowledge Analysis on Research of Sports Psychology in China Based on the 2010-2020 CSSCI Literature....
  • Phatak, A. A., Wieland, F.-G., Vempala, K., Volkmar, F., & Memmert, D. (2021). Artificial Intelligence Based Body Sensor Network Framework—Narrative...
  • Reigal, R. E., Pastrana-Brincones, J. L., González-Ruiz, S. L., Hernández-Mendo, A., Morillo-Baro, J. P., & Morales- Sánchez, V. (2020)....
  • Rojas-Valverde, D., Pino-Ortega, J., & Rico-González, M. (2021). Data Mining in Team Sports: The Case of Principal Component Analysis....
  • Sarode, R., Muley, A., Bhalchandra, P., Singh, S. K., & Joshi, M. (2019). Discovery of variables affecting performance of athlete students...
  • Sturludóttir, E. G., & Arnardóttir, E. (2020). Exploring student course selection through educational data mining: community detection...
  • Talha, M. (2020). A history of development in brain chips in present and future. International Journal of Psychosocial Rehabilitation, 24(2), 7244-7250. https://www.researchgate.net/profile/Muhammad-Talha-...
  • Tian, H., & Luo, Y. (2020). Research on Sports Risk Identification and Evaluation of College Students based on Data Mining. International...
  • Wang, S. (2021). Research on weekly load characteristics and physical effect of physical education training based on data mining technology....
  • Wang, Y.-M., Chiou, C.-C., Wang, W.-C., & Chen, C.-J. (2021). Developing an Instrument for Assessing Self-Efficacy in Data Mining and...
  • Wang, Z. (2018). Fuzzy comprehensive evaluation of physical education based on high dimensional data mining. Journal of Intelligent &...
  • Xun, G., & Suxia, L. (2018). Construction of evaluation system of sports talent training scheme based on data mining. Internationaljournalofreasoning-basedintelligentsystems,10(2),128-133....
  • Yang, K. (2020). The construction of sports culture industry growth forecast model based on big data. Personal and Ubiquitous Computing, 24(1),...
  • Yang, Z., & Talha, M. (2021). A coordinated and optimized mechanism of artificial intelligence for student management by college counselors...
  • Yuan, C., Yang, Y., & Liu, Y. (2021). Sports decision-making model based on data mining and neural network. Neural Computing and Applications,...
  • Zhang, B., Xiang, Z., Pan, Z., & Chen, B. (2019). Formation and Characteristics of Multi-Dimensional Tibetan Traditional Motion from the...
  • Zhang, G., & Chen, S. (2021). Problem-oriented Teaching Mode based on Data Mining Technology in the Sports Psychology Classroom. International...
  • Zhang, L. (2021). ANALYSIS OF ATHLETES’RUNNING ABILITY DATA MINING ALGORITHM BASED ON THE DYNAMIC CHARACTERISTICS OF FOOTBALL PLAYERS. Revista...
  • Zhang, X., & Luo, P. (2021). Analysis of psychological education factors based on computer software and hardware collaboration and data mining. Microprocessors and Microsystems, 81, 103744....