Using evolving agents to critique subjective music compositions

Chuen Tsai Sun; Ji Lung Hsieh; Chung Yuan Huang

doi:10.1007/978-3-540-74377-4_36

Using evolving agents to critique subjective music compositions

Chuen Tsai Sun, Ji Lung Hsieh, Chung Yuan Huang^*

^*此作品的通信作者

研究成果: 書貢獻/報告類型 › 會議論文篇章

摘要

The authors describe a recommender model that uses intermediate agents to evaluate a large body of subjective data according to a set of rules and make recommendations to users. After scoring recommended items, agents adapt their own selection rules via interactive evolutionary computing to fit user tastes, even when user preferences undergo a rapid change. The model can be applied to such tasks as critiquing large numbers of music or written compositions. In this paper we use musical selections to illustrate how agents make recommendations and report the results of several experiments designed to test the model's ability to adapt to rapidly changing conditions yet still make appropriate decisions and recommendations.

原文	英語
主出版物標題	Computational Intelligence and Security - International Conference, CIS 2006, Revised Selected Papers
發行者	Springer Verlag
頁面	336-346
頁數	11
ISBN（列印）	9783540743767
DOIs	https://doi.org/10.1007/978-3-540-74377-4_36
出版狀態	已發佈 - 2007
對外發佈	是
事件	International Conference on Computational Intelligence and Security, CIS 2006 - Guangzhou, 中国持續時間: 2006 11月 3 → 2006 11月 6

出版系列

名字	Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
卷	4456 LNAI
ISSN（列印）	0302-9743
ISSN（電子）	1611-3349

會議

會議	International Conference on Computational Intelligence and Security, CIS 2006
國家/地區	中国
城市	Guangzhou
期間	2006/11/03 → 2006/11/06

ASJC Scopus subject areas

理論電腦科學
一般電腦科學

存取文件

10.1007/978-3-540-74377-4_36

其它文件與鏈接

引用此

Sun, C. T., Hsieh, J. L., & Huang, C. Y. (2007). Using evolving agents to critique subjective music compositions. 於 Computational Intelligence and Security - International Conference, CIS 2006, Revised Selected Papers (頁 336-346). (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); 卷 4456 LNAI). Springer Verlag. https://doi.org/10.1007/978-3-540-74377-4_36

Using evolving agents to critique subjective music compositions. / Sun, Chuen Tsai; Hsieh, Ji Lung; Huang, Chung Yuan.
Computational Intelligence and Security - International Conference, CIS 2006, Revised Selected Papers. Springer Verlag, 2007. p. 336-346 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); 卷 4456 LNAI).

研究成果: 書貢獻/報告類型 › 會議論文篇章

Sun, CT, Hsieh, JL & Huang, CY 2007, Using evolving agents to critique subjective music compositions. 於 Computational Intelligence and Security - International Conference, CIS 2006, Revised Selected Papers. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 卷 4456 LNAI, Springer Verlag, 頁 336-346, International Conference on Computational Intelligence and Security, CIS 2006, Guangzhou, 中国, 2006/11/03. https://doi.org/10.1007/978-3-540-74377-4_36

Sun CT, Hsieh JL, Huang CY. Using evolving agents to critique subjective music compositions. 於 Computational Intelligence and Security - International Conference, CIS 2006, Revised Selected Papers. Springer Verlag. 2007. p. 336-346. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)). doi: 10.1007/978-3-540-74377-4_36

Sun, Chuen Tsai ; Hsieh, Ji Lung ; Huang, Chung Yuan. / Using evolving agents to critique subjective music compositions. Computational Intelligence and Security - International Conference, CIS 2006, Revised Selected Papers. Springer Verlag, 2007. 頁 336-346 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)).

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title = "Using evolving agents to critique subjective music compositions",

abstract = "The authors describe a recommender model that uses intermediate agents to evaluate a large body of subjective data according to a set of rules and make recommendations to users. After scoring recommended items, agents adapt their own selection rules via interactive evolutionary computing to fit user tastes, even when user preferences undergo a rapid change. The model can be applied to such tasks as critiquing large numbers of music or written compositions. In this paper we use musical selections to illustrate how agents make recommendations and report the results of several experiments designed to test the model's ability to adapt to rapidly changing conditions yet still make appropriate decisions and recommendations.",

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Using evolving agents to critique subjective music compositions

摘要

出版系列

會議

ASJC Scopus subject areas

存取文件

其它文件與鏈接

指紋

引用此