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 Sebastian Schelter:
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h1. Intro
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.*
h1. Commercial Use
* 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 for its [recommendation
engine
|http://engineering.foursquare.com/2011/03/22/building-a-recommendation-engine-foursquare-style/].
* [InfoGlutton|http://www.infoglutton.com] uses Mahout's clustering and
classification for various consulting projects.
* !http://ioffer.com/favicon.ico! [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
* !http://blog.radoop.eu/favicon.ico! [Radoop|http://radoop.eu] provides a
drag-n-drop interface for big data analytics, including Mahout clustering and
classification algorithms
* [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
h1. Academic Use
* [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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