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Subject [CONF] Apache Mahout > Powered By Mahout
Date Mon, 18 Jul 2011 18:57:00 GMT
Space: Apache Mahout (
Page: Powered By Mahout (

Edited by Patrick Cunnane:
Are you using Mahout to do Machine Learning?  Care to share?

*NOTE: Please add links in alphabetical order.  Links here do NOT imply endorsement by Mahout,
its committers or the Apache Software Foundation and are for informational purposes only.*

* Adobe AMP uses Mahout's clustering algorithms to increase video consumption by better user
targeting. See []
* Amazon's Personalization Platform -- See []
* [AOL |] use Mahout for shopping recommendations. See []
* [Booz Allen Hamilton |] uses Mahout's clustering algorithms. See
* [Buzzlogic|] uses Mahout's clustering algorithms to improve ad targeting
* [|] uses modified Mahout algorithms for content recommendations
* !! [DataMine Lab|] uses Mahout's
recommendation and clustering algorithms to improve our clients' ad targeting.
* [Drupal|] users Mahout to provide open source content
recommendation solutions.
* [Foursquare|] uses Mahout to help develop predictive analytics.
* [InfoGlutton|] uses Mahout's clustering and classification for
various consulting projects.
* !! [iOffer|] uses Mahout's Frequent Pattern
Mining and Collaborative Filtering to recommend items to users.
* !! [Kauli|], one of Japanese Adnetwork, uses Mahout's
clustering to handle clickstream data for predicting audience's interests and intents.
* !! [Mendeley|] uses Mahout internally
to test collaborative filtering algorithms and as part of their work on EU and JISC-funded
research collaborations.
* !! [Mippin|] uses Mahout's collaborative filtering
engine to recommend news feeds
* !! [NewsCred|]
uses Mahout to generate clusters of news articles and to surface the important stories of
the day
* [Sematext|] uses Mahout for its [Recommendation Engine|]
* [|] uses Mahout's collaborative filtering engine to
recommend member profiles
* [Yahoo\!|] Mail uses Mahout's Frequent Pattern Set Mining.  See []
* !! [365Media |] uses *Mahout's*
Classification and Collaborative Filtering algorithms in its Real-time system named [UPTIME|]
and 365Media/Social

*Adoption in Academia*

* [Dicode|] project uses Mahout's clustering and classification
algorithms on top of HBase.
* The course [Large Scale Data Analysis and Data Mining|]
at [TU Berlin|] uses Mahout to teach students about the parallelization
of data mining problems with Hadoop and Map/Reduce
* Mahout is used at Carnegie Mellon University, as a comparable platform to [GraphLab|].
* The [ROBUST project|], co-funded by the European Commission,
employs Mahout in the large scale analysis of online community data.
* Mahout is used for research and data processing at [Nagoya Institute of Technology|],
in the context of a large-scale citizen participation platform project, funded by the Ministry
of Interior of Japan.
* Several researches within [Digital Enterprise Research Institute|] [NUI
Galway|] use Mahout for e.g. topic mining and modelling of large corpora.

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