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From conflue...@apache.org
Subject [CONF] Apache Mahout > Powered By Mahout
Date Sat, 16 Jul 2011 21:04:00 GMT
Space: Apache Mahout (https://cwiki.apache.org/confluence/display/MAHOUT)
Page: Powered By Mahout (https://cwiki.apache.org/confluence/display/MAHOUT/Powered+By+Mahout)


Edited by Patrick Cunnane:
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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 [http://nosql.mypopescu.com/post/2082712431/hbase-and-hadoop-at-adobe]
* Amazon's Personalization Platform -- See [http://www.linkedin.com/groups/Apache-Mahout-2182513]
* [AOL |http://www.aol.com] use Mahout for shopping recommendations. See [http://www.slideshare.net/kryton/the-data-layer]
* [Booz Allen Hamilton |http://www.boozallen.com/] uses Mahout's clustering algorithms. See
[http://www.slideshare.net/ydn/3-biometric-hadoopsummit2010]
* [Buzzlogic|http://www.buzzlogic.com] uses Mahout's clustering algorithms to improve ad targeting
* [Cull.tv|http://cull.tv/] uses modified Mahout algorithms for content recommendations
* !http://cdn.dataminelab.com/favicon.ico! [DataMine Lab|http://dataminelab.com] uses Mahout's
recommendation and clustering algorithms to improve our clients' ad targeting.
* [Drupal|http://drupal.org/project/recommender] users Mahout to provide open source content
recommendation solutions.
* [Foursquare|http://www.foursquare.com] uses Mahout to help develop predictive analytics.
* [InfoGlutton|http://www.infoglutton.com] uses Mahout's clustering and classification for
various consulting projects.
* [iOffer|http://www.ioffer.com] uses Mahout's Frequent Pattern Mining and Collaborative Filtering
to recommend items to users.
* !http://kau.li/favicon.ico! [Kauli|http://kau.li/en], one of Japanese Adnetwork, uses Mahout's
clustering to handle clickstream data for predicting audience's interests and intents.
* !http://mendeley.com/favicon.ico! [Mendeley|http://mendeley.com] uses Mahout internally
to test collaborative filtering algorithms and as part of their work on EU and JISC-funded
research collaborations.
* !http://mippin.com/favicon.ico! [Mippin|http://mippin.com] uses Mahout's collaborative filtering
engine to recommend news feeds
* !http://www.newscred.com/media/img/favicon.ico! [NewsCred|http://platform.newscred.com]
uses Mahout to generate clusters of news articles and to surface the important stories of
the day
* [Sematext|http://www.sematext.com/] uses Mahout for its [Recommendation Engine|http://www.sematext.com/products/recommendation-engine/index.html]
* [SpeedDate.com|http://www.speeddate.com] uses Mahout's collaborative filtering engine to
recommend member profiles
* [Yahoo\!|http://www.yahoo.com] Mail uses Mahout's Frequent Pattern Set Mining.  See [http://www.slideshare.net/hadoopusergroup/mail-antispam]
* !http://a.imageshack.us/img823/3443/logoyf.gif! [365Media |http://365media.com/] uses *Mahout's*
Classification and Collaborative Filtering algorithms in its Real-time system named [UPTIME|http://uptime.365media.com/]
and 365Media/Social

*Adoption in Academia*

* [Dicode|https://www.dicode-project.eu/] project uses Mahout's clustering and classification
algorithms on top of HBase.
* The course [Large Scale Data Analysis and Data Mining|http://www.dima.tu-berlin.de/menue/studium_und_lehre/aktuelles_semester_sommersemester_2011/aim_3_advanced_information_management]
at [TU Berlin|http://www.tu-berlin.de/] 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|http://www.graphlab.ml.cmu.edu/].
* The [ROBUST project|http://www.robust-project.eu/], 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|http://www.nitech.ac.jp/eng/schools/grad/cse.html],
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|http://www.deri.ie] [NUI
Galway|http://www.nuigalway.ie] use Mahout for e.g. topic mining and modelling of large corpora.

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