음악 콘텐츠의 맞춤형 서비스를 위한 사용자 감성 모델링 및 측정 방법

• 영문명: Modelling and Measuring User Sensitivity for Customized Service of Music Contents
• 발행기관: 한국컴퓨터게임학회
• 저자명: 이상주(Sang Zoo Lee) 성용현(Yong Hyeon Seong) 김현정(Hyun Jung Kim)
• 간행물 정보: 『한국컴퓨터게임학회논문지』제26권 1호, 163~171쪽, 전체 9쪽
• 주제분류: 공학 > 컴퓨터학
• 파일형태: PDF
• 발행일자: 2013.03.30

영문 초록

In recent years, research has been tried in various ways to incorporate sensitivity (emotion, feeling) in music content service. At home and abroad in a number of commercial music services, concept of user sensitivity has been incorporated in order to make their users feel more friendly and comfortable. However, the number of emotion words applied to those services was too small to express the varied and complex emotions user wants. In addition, the number of emotional contents was not sufficient. In this paper, we proposed the music sensitivity model and evaluation method, as a key component of customized service which provides personalized content search and social recommendation features. The proposed model provides a number of emotional words, built based on a musical vocabulary freely expressed on the Web, and intuitive classification of emotional words including mood (human feeling), emotion (content feeling), situation, and property categories. The proposed evaluation method provides an intuitive user interface for users to easily express their sensitivity, what they feels after listening music contents. The experiment was performed on 20 subjects, tested for lexical classification and sensitivity evaluation tasks, and the results showed the proposed method are meaningfully close to user intuition.

목차

ABSTRACT

1. 서론

2. 관련연구

3. 본론

4. 결론

참고문헌

키워드

User Sensitivity Customized Service Music Contents Sensitivity Model Sensitivity Evaluation