- 期刊
Supporting Content-Based Music Retrieval in Structured Peer-to-Peer Overlays
並列摘要
The advent of data-sharing applications has made peer-to-peer systems popular for the widespread exchange of resources and information among millions of users. Recently, structured peer-to-peer networks have been proposed to guarantee file availability, ease network load, and support keyword queries efficiently. However, keyword-only searches are insufficient for users. This study aimed to solve the problem of how to support content-based music retrieval in a structured peer-to-peer overlay. Based on a modified hypercube structure, a ternary cube model named Hyper-Ternary-Cube was proposed to support content-based music searches with error tolerance in a peer-to-peer overlay. Moreover, a set of simulations was performed to verify the efficiency and effectiveness of the proposed structure. The simulation results indicated that the proposed method processed pin queries efficiently.
延伸閱讀
- Lin, Y. H. (2019). Improving Music Auto-Tagging System by Exploiting Music Context [master's thesis, National Taiwan University]. Airiti Library. https://doi.org/10.6342/NTU201800616
- 陳致生（2011）。Content-based Automatic Annotation and Preference Learning for Music Information Retrieval〔博士論文，國立清華大學〕。華藝線上圖書館。https://doi.org/10.6843/NTHU.2011.00683
- XIE, Y. Z. (2021). Embedding-based Music Recommendation System by Leveraging the Social Media Review and the Selective User Preference [master's thesis, National Taiwan University]. Airiti Library. https://doi.org/10.6342/NTU202102159
- Lo, S. C. (2012). Efficient Content-Based Publish/Subscribe Systems over Peer-to-Peer Networks. 網際網路技術學刊, 13(5), 713-724. https://doi.org/10.6138/JIT.2012.13.5.03
- Liu, C. C., Chiang, T. W., & Tsai, T. W. (2007). Using an N-gram-Based Mapping Approach to Content-Based Music Information Retrieval. 科學與工程技術期刊, 3(1), 49-58. https://doi.org/10.7117/JSET.200703.0049