Music Therapy Counseling Recommendation Model Based on Collaborative Filtering

Music therapy, a field that convergence music and treatment, which play a fundamental role in personality formation, possesses diverse and complex treatment methods. Music therapists in charge of music therapy may experience the same phenomenon as countertransference in consultation with clients. In addition, experiencing psychological burnout, there are many difficulties in reaching the final goal of music therapy. In this paper, we provide a collaborative filtering-based music therapy consultation data recommendation model for smooth music therapy consultation with clients who visited for music therapy. The proposed model grasps the similarity between the conventional consultation data and the new consultant data through the euclidean distance algorithm. This is to recommend similar consultation materials. Since music therapists can provide optimal consultation materials for consultants who need music therapy, smooth consultation is expected.

[1]  Seong Kyung Kang,et al.  Analyzing Disaster Response Terminologies by Text Mining and Social Network Analysis , 2016 .

[2]  J. Moon A Phenomenological Study on Countertransference Experiences of Students of Music Therapy Internship in Psychiatry , 2011 .

[3]  Yong-Gu Lee,et al.  Developing a Book Recommendation System Using Filtering Techniques , 2002 .

[4]  Kenneth Y. Goldberg,et al.  Eigentaste: A Constant Time Collaborative Filtering Algorithm , 2001, Information Retrieval.

[5]  John Riedl,et al.  Item-based collaborative filtering recommendation algorithms , 2001, WWW '01.

[6]  김영신 A Consensual Qualitative Study of Professional Development of Intern Music therapists , 2014 .

[7]  Mehrbakhsh Nilashi,et al.  Collaborative filtering recommender systems , 2013 .

[8]  B. Wheeler Experiences and concerns of students during music therapy practica. , 2002, The Journal of music therapy.

[9]  Mary Ellen Wylie,et al.  An Introduction to Music Therapy Theory and Practice , 1992 .

[10]  J. Linton,et al.  Stress on the Job: Self-Care Resources for Counselors. , 2000 .

[11]  Jaechul Byun The effects of music rope skipping exercise on dynamic and static balance and body compositions in intellectual disabilities men , 2019 .

[12]  Arsalane Zarghili,et al.  Comparison between Euclidean and Manhattan distance measure for facial expressions classification , 2017, 2017 International Conference on Wireless Technologies, Embedded and Intelligent Systems (WITS).

[13]  Eun-kyung Kim,et al.  A Study on the Relationships between Convergence Art Education and Therapy Children with disabilities -Focusing on the ADHD children education- , 2016 .