[HIVEMALL-17] Support SLIM for Top-K Recommendation of Implicit Feedback Dataset

• Type: Sub-task
• Status: Closed
• Priority: Minor
• Resolution: Fixed
• Fix Version/s: 0.5.0
• Assignee: Makoto Yui
• Reporter: Makoto Yui
• Created: 07/Nov/16 17:06
• Updated: 09/Nov/17 03:33
• Resolved: 28/Sep/17 03:20

Description

Xia Ning and George Karypis, "Sparse Linear Methods with Side Information for Top-N Recommendations", Proc. RecSys, 2012.

http://glaros.dtc.umn.edu/gkhome/node/774
http://dl.acm.org/citation.cfm?id=2188137
https://github.com/guoguibing/librec/blob/master/librec/src/main/java/librec/ranking/SLIM.java
https://github.com/zenogantner/MyMediaLite/blob/master/src/MyMediaLite/ItemRecommendation/BPRSLIM.cs
https://github.com/takuti-sandbox/tmp/blob/master/python/slim/slim.py

Issue Links

• relates to: HIVEMALL-151 Support Matrix conversion from DoK to CSR/CSC matrix
• links to: GitHub Pull Request #111
• links to: GitHub Pull Request #117