來源期刊資訊
文章詳目資訊
篇名 Evaluating Music Discovery Tools on Spotify: The Role of User Preference Characteristics
並列篇名 使用者偏好屬性對音樂發掘工具效能的影響─以Spotify音樂串流服務為例
作者 唐牧群 楊莽原
頁次 001-016
關鍵詞 Music Retrieval Online Music Services Spotify Evaluation User Experience 音樂串流服務 系統評估 偏好屬性 推薦系統
出刊日期 201706
DOI 10.6182/jlis.2017.15(1).001
  • 中文摘要
  • 英文摘要
An experimental study was conducted to assess the effectiveness of the four music discovery tools available on Spotify, a popular music streaming service, namely: radio recommendation, regional charts, genres and moods, as well as following Facebook friends. Both subjective judgment of user experience and objective measures of search effectiveness were used as the performance criteria. Other than comparison of these four tools, we also compared how consistent are these performance measures. The results show that user experience criteria were not necessarily corresponded to search effectiveness. Furthermore, three user preference characteristics: preference diversity, preference insight, and openness to novelty were introduced as mediating variables, with an aim to investigating how these attributes might interact with these four music discovery tools on performance. The results suggest that users’ preference characteristics did have an impact on the performance of these music discovery tools.