NotesFAQContact Us
Collection
Advanced
Search Tips
Publication Date
In 20250
Since 20241
Since 2021 (last 5 years)1
Since 2016 (last 10 years)1
Since 2006 (last 20 years)1
Descriptor
Algorithms1
Behavior1
Models1
Music Education1
Online Courses1
Social Influences1
Source
International Journal of…1
Author
Chunjing Yin1
Publication Type
Journal Articles1
Reports - Research1
Education Level
Audience
Location
Laws, Policies, & Programs
Assessments and Surveys
What Works Clearinghouse Rating
Showing one result Save | Export
Application of Recommendation Algorithms Based on Social Relationships and Behavioral Characteristics in Music Online Teaching
Peer reviewed Peer reviewed
Direct linkDirect link
Chunjing Yin – International Journal of Web-Based Learning and Teaching Technologies, 2024
This research designed an improved collaborative filtering algorithm to be responsible for music recommendation tasks in the online music teaching platform. This algorithm integrates the user's social trust into the similarity calculation formula. Then, the algorithm uses behavioral feature data driven by preferences, music tags, and popularity as…
Descriptors: Music Education, Online Courses, Social Influences, Algorithms