【独家放送】【2019新书】Practical Recommender Systems

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• Title: Practical Recommender Systems
• Author: Kim Falk
• Length: 401 pages
• Edition: 1
• Language: English
• Publisher: Manning Publications
• Publication Date: 2019-03-09
• ISBN-10: 1617292702
• ISBN-13: 9781617292705
  

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Recommender systems are practically a necessity for keeping a site's content current, useful, and interesting to visitors. Recommender systems are everywhere, helping you find everything from movies to jobs, restaurants to hospitals, even romance.

Practical Recommender Systems goes behind the curtain to show readers how recommender systems work and, more importantly, how to create and apply them for their site. This hands-on guide covers scaling problems and other issues they may encounter as their site grows.

Purchase of the print book includes a free eBook in PDF, Kindle, and ePub formats from Manning Publications.

Table of content

Part 1 Getting ready for recommender systems
1  What is a recommender
2  User behavior and how to collect it
3  Monitoring the system
4  Ratings and how to calculate them
5  Non-personalized recommendations
6  The user (and content) who came in from the cold

Part 2 Recommender algorithms
7  Finding similarities among users and among content
8  Collaborative filtering in the neighborhood
9  Evaluating and testing your recommender
10  Content-based filtering
11  Finding hidden genres with matrix factorization
12  Taking the best of all algorithms: Implementing hybridrecommenders
13  Ranking and learning to rank
14  Future of recommender systems

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关键词：Recommender Recommend Practical practic commend

好书一本，准备细读

Practical Recommender Systems goes behind the curtain to show readers how recommender systems work

多谢分享~

太及时的更新了

非常感谢，有其他格式的分享吗？

liuxf666 发表于 2019-1-21 22:37
非常感谢，有其他格式的分享吗？

暂时只有PDF格式

感谢分享

jasonwu24 发表于 2019-1-21 09:10

Title: Practical Recommender Systems

Author: Kim Falk

Length: 401 pages

看不懂！！

thanks