Mahout becomes a researcher: Large scale recommendations at Mendeley

A session at Hadoop User Group UK

Wednesday 25th April, 2012

2:30pm to 2:30pm (GMT)

Mendeley Suggest is a research article recommendation system powered by Mahout. This presentation explores how Mahout's distributed recommender works and how well it performs when applied to the problem of recommending research to Mendeley users. Based on experimentation, some tips are provided on how to speed Mahout up by tuning it to the characteristics of the training data set. A new recommendation algorithm is also presented that implements user-based collaborative filtering which complements Mahout's existing item-based collaborative filtering algorithm. The user-based implementation will soon be contributed back to the Mahout community.

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Kris Jack

PhD in Computer Science, Data Scientist bio from Twitter

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When

Time 2:30pm2:30pm GMT

Date Wed 25th April 2012

Short URL

lanyrd.com/sqwmz

Official session page

www.mendeley.com

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