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paran_semester_projects:heoyunhee [2016/06/20 15:32] – hkimscil | paran_semester_projects:heoyunhee [2016/06/21 12:45] (current) – hkimscil |
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====== References ====== | <WRAP group> |
| <WRAP column half> |
| ====== HYH's project page ====== |
| Welcome! |
| ===== Social Network Analysis ===== |
* [[:social_network_analysis|Social Network Analysis]] | * [[:social_network_analysis|Social Network Analysis]] |
* Clustering analysis | * Clustering analysis |
* Recommendation system 혹은 Recommender system | ===== Recommendation system 혹은 Recommender system ===== |
* 소개 | * 소개 |
* [[wp>Recommender_system|Recommendation System]] 위키페이지 소개 페이지 | * [[wp>Recommender_system|Recommendation System]] 위키페이지 소개 페이지 |
* 기술관련 | * 기술관련 |
* [[https://www.coursera.org/learn/recommender-systems|A Coursera Course]] - 클래스 들을 수 있나 리소스 체크할 것 | * [[https://www.coursera.org/learn/recommender-systems|A Coursera Course]] - 클래스 들을 수 있나 리소스 체크할 것 |
* [[https://www.toptal.com/algorithms/predicting-likes-inside-a-simple-recommendation-engine|Predicting Likes: Inside A Simple Recommendation Engine's Algorithms]] | * [[https://www.toptal.com/algorithms/predicting-likes-inside-a-simple-recommendation-engine|Predicting Likes: Inside A Simple Recommendation Engine's Algorithms]] |
* [[http://www.ibm.com/developerworks/library/os-recommender1/|Recommender systems, Part 1]] IBM Developer's work | * [[http://www.ibm.com/developerworks/library/os-recommender1/|Recommender systems, Part 1]] IBM Developer's work |
* [[:making_recommendation|Correlation 방법을 이용한 Python 예제]] | * [[:making_recommendation|Correlation 방법을 이용한 Python 예제]] |
* 리딩 | * 리딩 |
* {{https://www.aaai.org/Papers/Workshops/1998/WS-98-08/WS98-08-029.pdf|Clustering Methods for Collaborative Filtering}} PDF file. \\ Recommendation system = Collaborative filtering | * {{https://www.aaai.org/Papers/Workshops/1998/WS-98-08/WS98-08-029.pdf|Clustering Methods for Collaborative Filtering}} PDF file. \\ Recommendation system = Collaborative filtering |
* [[http://www.slideshare.net/maiyaporn/food-recommendation-system-using-clustering-analysis-for-diabetic-patients|Food Recommendation System Using Clustering Analysis for Diabetic patients]] PPT | * [[http://www.slideshare.net/maiyaporn/food-recommendation-system-using-clustering-analysis-for-diabetic-patients|Food Recommendation System Using Clustering Analysis for Diabetic patients]] PPT |
| * Books |
| * [[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]] |
| * 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]] |
| * Agarwal, Deepak K., Chung-Chen, Bee. (2016). Statistical methods for recommender systems. New York, NY: Cambridge University Press. [[amazon>1107036070]] |
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| </WRAP> |
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| [[https://www.youtube.com/watch?v=gnlq-1Zjh2M&list=PLnnr1O8OWc6ZYcnoNWQignIiP5RRtu3aS|Clips]] at Youtube \\ |
| {{youtube>TSv6eLAOt78 }} |
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| </WRAP> |
| </WRAP> |
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