Research on the application of data mining technology in music therapy in the age of information technology

Author:

Jiang Haichao1

Affiliation:

1. 1 School of Music , Sanya University , Sanya , Hainan , , China .

Abstract

Abstract The wide application of digital mining technology will certainly promote the development of music therapy. In this paper, we first analyze the development of music therapy and clarify the classification of orchestration. Secondly, for the time period model of mining data technology, the mathematical method of the ARMA model and the ARIMA model is investigated. Finally, the music therapy effect of guzheng performance training is predicted based on the ARIMA time series. In accordance with the playing sloped of guzheng clips from Gaojia opera, the relationship between the total number of subjects and the amount of music therapy sessions was examined, as well as the correlation among the number of active behaviors, self-expression, positive emotional expressions, and negative feelings of the subject children. The attentional concentration time showed a highly significant correlation with the number of times under music therapy, i.e., P<0.02, while the number of active behaviors and self-expression showed a significant correlation, i.e., P<0.04.

Publisher

Walter de Gruyter GmbH

Subject

Applied Mathematics,Engineering (miscellaneous),Modeling and Simulation,General Computer Science

Reference21 articles.

1. Petra, Kern, Daniel, B., & Tague. (2017). Music therapy practice status and trends worldwide: an international survey study. Journal of music therapy.

2. Wimpenny, Katherine, Meadows, & Anthony. (2017). Core themes in music therapy clinical improvisation: an arts-informed qualitative research synthesis. Journal of Music Therapy.

3. Bar-Haim, Yair, Pine, Daniel, S., & Lazarov, et al. (2017). Gaze-contingent music reward therapy for social anxiety disorder: a randomized controlled trial. American journal of psychiatry.

4. Schwartzberg, E. T., & Silverman, M. J. (2017). Parent perceptions of music therapy in an on-campus clinic for children with autism spectrum disorder. Musicae Scientiae, 1029864916644420.

5. Aydin, D., & Sahiner, N. C. (2017). Effects of music therapy and distraction cards on pain relief during phlebotomy in children. Applied nursing research: ANR, 33, 164-168.

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