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https://ah.lib.nccu.edu.tw/handle/140.119/94433| 題名: | 以Web2.0民眾分類法建置音樂推薦系統之研究 A Music Recommendation System Based on the Web 2.0 Folksonomy Approach |
作者: | 鄭學侖 Cheng, Allen |
貢獻者: | 楊建民 鄭學侖 Cheng,Allen |
關鍵詞: | 數位音樂 民眾分類法 標籤系統 推薦機制 演算法 |
日期: | 2007 | 上傳時間: | 6-May-2016 | 摘要: | 近年來，數位格式的音樂使得音樂市場活動逐漸由實體轉移到線上，消費者也開始會透過線上服務自己搜尋並取得在網路上大量的音樂。但是由於過量的音樂資訊，使得消費者在下載音樂試聽後，往往真正會去購買的比例是微乎極微，因此造成唱片業者對於音樂下載的觀點仍非常保守。因此，如何去提升在消費者下載之歌曲數量與真正消費之音樂的比例，將是線上音樂市場的一項發展重點。\r\n\r\n本研究希望透過近年在Web 2.0網站上常見之標籤系統，實作一個由群眾定義音樂分類的音樂資訊交流平台，並基於此標籤式的分類法，發展一套推薦系統，來提高消費者接觸到喜歡之音樂的比例，近一步解決上述之問題。在系統發展中，本研究提出一套用於推薦系統之演算法則，並在建置之實驗音樂資訊交流平台上驗證其可行性。最後，本研究亦針對未來研究議題方向，提出一些建議。 | 參考文獻: | 一、英文文獻\r\n1. P. Keagan (2004): Is the Music Store Over? Business 2.0 Online, March 2004\r\n\r\n2. Pew (Pew Internet and American Life Project) (2000): 13 million Americans “freeload” music on the Internet; 1 billion free music files now sit on Napster users’ computers. Internet Tracking Report, June 8, 2000, 2.\r\n\r\n3. R. D. Gopal, S. Bhattacharjee, G. L. Sanders (2006): Do Artists Benefit from Online Music Sharing? Journal of Business, 2006, vol. 79, no. 3.\r\n\r\n4. G. P. Premkumar (2003): Alternate Distribution Strategies for Digital Music. Communications of the ACM September 2003/Vol. 46, No. 9\r\n\r\n5. C. Anderson (2006): The Long Tail: Why The Future of Business Is Selling Less of More\r\n\r\n6. J. H. Lee, J. S. Downie (2004): Survey of Music Information Needs, Uses, and Seeking Behaviors: Preliminary Findings. Proceedings of the 5th International Conference on Music Information Retrieval.\r\n\r\n7. C. Marlow, M. Naaman, D. Boyd, M. Davis (2006): HT06, Tagging Paper, Taxonomy, Flickr, Academic Article, ToRead. Proceedings of the seventeenth conference on Hypertext and hypermedia\r\n\r\n8. L. Page, S. Brin, R. Motwani, T. Winograd (1998): The PageRank Citation Ranking: Bringing order to the web. Technical report, Stanford University.\r\n\r\n9. H. Zhu, M. D. Siegel, S. E. Madnick, P. Castells (2001): Information Aggregation– A Value-added E-Service. Proceedings of the International Conference on Technology, Policy, and Innovation: Critical Infrastructures, The Netherlands, June 26-29, 2001.\r\n\r\n二、線上資源\r\n\r\n1. T. O’Reilly (2005): What is Web 2.0? http://www.oreillynet.com/pub/a/oreilly/tim/news/2005/09/30/what-is-web-20.html\r\n\r\n2. T. O’Reilly (2006): Web 2.0 Compact Definition: Trying Again. http://radar.oreilly.com/archives/2006/12/web_20_compact.html\r\n\r\n3. B. Schauer (2005): Experience Attributes: Crucial DNA of Web 2.0 http://www.adaptivepath.com/publications/essays/archives/000547.php\r\n\r\n4. G. Smith (2004): Folksonomy: Social Classification. http://atomiq.org/archives/2004/08/folksonomy_social_classification.html\r\n\r\n5. R. Sinha (2005): Collaborative Filtering strikes back (this time with tags). http://www.rashmisinha.com/archives/05_10/tags collaborative filtering.html\r\n\r\n6. J. J. Garrett (2005): Ajax: A New Approach to Web Applications http://www.adaptivepath.com/publications/essays/archives/000385.php | 描述: | 碩士 國立政治大學 資訊管理學系 94356027 |
資料來源: | http://thesis.lib.nccu.edu.tw/record/#G0094356027 | 資料類型: | thesis |
| Appears in Collections: | 學位論文 |
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