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recommender_system [2016/06/21 13:01] hkimscilrecommender_system [2016/11/02 07:36] (current) – [Intro] hkimscil
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 ====== Recommender system ====== ====== Recommender system ======
-<WRAP group> +===== Intro ===== 
-<WRAP column half> +OR [[:recommendation system]] \\ 
-OR [[:recommendation system]]+[[https://www.youtube.com/watch?v=gnlq-1Zjh2M&list=PLnnr1O8OWc6ZYcnoNWQignIiP5RRtu3aS|Clips]] at Youtube \\ 
 +{{ youtube>TSv6eLAOt78|Netflix example}} \\  
   * 소개   * 소개
     * [[wp>Recommender_system|Recommendation System]] 위키페이지 소개 페이지     * [[wp>Recommender_system|Recommendation System]] 위키페이지 소개 페이지
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     * [[https://en.wikibooks.org/wiki/Data_Mining_Algorithms_In_R|Data Mining Algorithms In R]]     * [[https://en.wikibooks.org/wiki/Data_Mining_Algorithms_In_R|Data Mining Algorithms In R]]
     * Jannach, Dietmar. (2011). Recommender systems: An introduction. New York: Cambridge University Press. [[amazon>0521493366]]     * Jannach, Dietmar. (2011). Recommender systems: An introduction. New York: Cambridge University Press. [[amazon>0521493366]]
 +      * [[http://www.recommenderbook.net/teaching-material/slides|Slide material]]
     * Gorakala, Suresh K., Usuelli, Michele. (2015). Building a Recommendation System with R: Amazon Digital Services LLC. [[amazon>1783554495]]     * Gorakala, Suresh K., Usuelli, Michele. (2015). Building a Recommendation System with R: Amazon Digital Services LLC. [[amazon>1783554495]]
     * Segaran, Toby. (2007). Programming collective intelligence: Building smart web 2.0 applications (1st ed.). CA: Sebastapol O'Reilly. [[amazon>0596529325]]     * Segaran, Toby. (2007). Programming collective intelligence: Building smart web 2.0 applications (1st ed.). CA: Sebastapol O'Reilly. [[amazon>0596529325]]
     * Agarwal, Deepak K., Chung-Chen, Bee. (2016). Statistical methods for recommender systems. New York, NY: Cambridge University Press. [[amazon>1107036070]]     * Agarwal, Deepak K., Chung-Chen, Bee. (2016). Statistical methods for recommender systems. New York, NY: Cambridge University Press. [[amazon>1107036070]]
-</WRAP> 
-<WRAP column half> 
  
-[[https://www.youtube.com/watch?v=gnlq-1Zjh2M&list=PLnnr1O8OWc6ZYcnoNWQignIiP5RRtu3aS|Clips]] at Youtube \\ + 
-{{youtube>TSv6eLAOt78  }} +===== Ways that it works ===== 
-</WRAP> +{{:szeged.pdf}} at http://www.recommenderbook.net/media/szeged.pdf 
-</WRAP>+  * Collaborative filtering 
 +  * Content-based filtering 
 +  * Knowledge-based recommenders 
 +  * Hybrid Systems 
 + 
 +===== Blackboard ===== 
 +^ 영화  ^ Youngsan  ^ Hansan  ^ Dosan  ^ Rasan  ^ 
 +^ A    |  |  |  |  |  
 +^ B    |  |  |  |  |  
 +^ C    |  |  |  |  |  
 +^ D    |  |  |  |  |   
 +^ E    |  |  |  |  |  
 + 
 +^ 영화  ^ Youngsan  ^ Hansan  ^ Dosan  ^ Rasan  ^ X<sub>1</sub ^ X<sub>2</sub ^ 
 +^ A    |  |  |  |  |  |  | 
 +^ B    |  |  |  |  |  |  |  
 +^ C    |  |  |  |  |  |  | 
 +^ D    |  |  |  |  |  |  |   
 +^ E    |  |  |  |  |  |  |  
 + 
 + 
 + 
 + 
 +  
 + 
 + 
recommender_system.1466483516.txt.gz · Last modified: 2016/06/21 13:01 by hkimscil

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