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논문검색

음악 콘텐츠의 맞춤형 서비스를 위한 사용자 감성 모델링 및 측정 방법

원문정보

Modelling and Measuring User Sensitivity for Customized Service of Music Contents

이상주, 성용현, 김현정

피인용수 : 0(자료제공 : 네이버학술정보)

초록

영어

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. 관련 연구
  2.1 감성 모형에 대한 연구 고찰
  2.2 음악에 대한 감성 모형 연구 고찰
 3. 본론
  3.1 감성 기반 맞춤형 음악 서비스 개념
  3.2 음악에 대한 감성 어휘 및 분류 체계
  3.3 음악에 대한 감성 측정 차원 및 표현 방법
  3.4 실험 및 평가
 4. 결론
 감사의 글
 참고문헌

저자정보

  • 이상주 Sang-Zoo Lee. (주)다음소프트 마이닝서치 CIC 이사
  • 성용현 Yong-Hyeon Seong. (주)다음소프트 마이닝서치 CIC 차장
  • 김현정 Hyun-Jung Kim. (주)다음소프트 마이닝서치 CIC 과장

참고문헌

자료제공 : 네이버학술정보

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