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| | Tutorials: |
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| | * [http://soat.developpez.com/tutoriels/nosql/introduction-mahout-devoxxfr2014/ Tutoriel sur Apache Mahout, un sous-projet Hadoop pour la mise en place d'outils de recommandation] |
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| | * [http://blogs.aws.amazon.com/bigdata/post/Tx1TDK3HHBD4EZL/Building-a-Recommender-with-Apache-Mahout-on-Amazon-Elastic-MapReduce-EMR Building a Recommender with Apache Mahout on Amazon Elastic MapReduce EMF] |
Latest revision as of 14:21, 2 October 2014
Apache Mahout
Developed by:
License: Free&Open source
Web page : Tool homepage
Tool type : Framework/Library/API,
The last edition of this page was on: 2014/10/02
The Completion level of this page is : Low
The last edition of this page was on: 2014/10/02 The Completion level of this page is : Low
SHORT DESCRIPTION
[[has description::According to the home page (oct 1 2014):
The Apache Mahout™ project's goal is to build a scalable machine learning library.
Quote: “Currently Mahout supports mainly three use cases: Recommendation mining takes users' behavior and from that tries to find items users might like. Clustering takes e.g. text documents and groups them into groups of topically related documents. Classification learns from exisiting categorized documents what documents of a specific category look like and is able to assign unlabelled documents to the (hopefully) correct category.”]]
TOOL CHARACTERISTICS
Usability
Authors of this page consider that this tool is difficult to use.
Tool orientation
This tool is designed for general purpose analysis.
Data mining type
This tool is made for Structured data mining, Text mining.
Manipulation type
This tool is designed for Data analysis.
| Tool objective(s) in the field of Learning Sciences |
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☑ Analysis & Visualisation of data
☑ Predicting student performance
☑ Student modelling
☑ Social Network Analysis (SNA)
☑ Constructing courseware
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☑ Providing feedback for supporting instructors:
☑ Recommendations for students
☑ Grouping students:
☑ Developing concept maps:
☑ Planning/scheduling/monitoring
☑ Experimentation/observation
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ABOUT USERS
Tool is suitable for:
Students/Learners/Consumers
Teachers/Tutors/Managers
Researchers
Developers/Designers
Organisations/Institutions/Firms
Others
Required skills:
SYSTEM ADMINISTRATION: Medium
DATA MINING MODELS: Advanced
FREE TEXT
Tool version : Apache Mahout
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Developed by :
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Tool Web page : http://mahout.apache.org/
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Tool type : Framework/Library/API
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Free&Open source
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|
SHORT DESCRIPTION
According to the home page (oct 1 2014):
The Apache Mahout™ project's goal is to build a scalable machine learning library.
Quote: “Currently Mahout supports mainly three use cases: Recommendation mining takes users' behavior and from that tries to find items users might like. Clustering takes e.g. text documents and groups them into groups of topically related documents. Classification learns from exisiting categorized documents what documents of a specific category look like and is able to assign unlabelled documents to the (hopefully) correct category.”
TOOL CHARACTERISTICS
| Tool orientation |
Data mining type |
Usability |
| This tool is designed for general purpose analysis. |
This tool is designed for Structured data mining, Text mining. |
Authors of this page consider that this tool is difficult to use. |
| Data import format |
Data export format |
| . |
. |
| Tool objective(s) in the field of Learning Sciences |
|
☑ Analysis & Visualisation of data
☑ Predicting student performance
☑ Student modelling
☑ Social Network Analysis (SNA)
☑ Constructing courseware
|
☑ Providing feedback for supporting instructors:
☑ Recommendations for students
☑ Grouping students:
☑ Developing concept maps:
☑ Planning/scheduling/monitoring
☑ Experimentation/observation
|
Can perform data extraction of type:
Can perform data transformation of type:
Can perform data analysis of type:
Can perform data visualisation of type:
(These visualisations can be interactive and updated in "real time")
ABOUT USER
| Tool is suitable for: |
| Students/Learners/Consumers:☑ |
Teachers/Tutors/Managers:☑ |
Researchers:☑ |
Organisations/Institutions/Firms:☑ |
Others:☑ |
| Required skills: |
| Statistics: ADVANCED |
Programming: ADVANCED |
System administration: MEDIUM |
Data mining models: ADVANCED |
OTHER TOOL INFORMATION
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| Mahout-logo-brudman.png
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| Apache Mahout
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| Free&Open source
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| http://mahout.apache.org/
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| [[has description::According to the home page (oct 1 2014):
The Apache Mahout™ project's goal is to build a scalable machine learning library.
Quote: “Currently Mahout supports mainly three use cases: Recommendation mining takes users' behavior and from that tries to find items users might like. Clustering takes e.g. text documents and groups them into groups of topically related documents. Classification learns from exisiting categorized documents what documents of a specific category look like and is able to assign unlabelled documents to the (hopefully) correct category.”]]
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| General analysis
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| Developers/Designers, Researchers
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| Advanced
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| Advanced
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| Medium
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| Advanced
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| Framework/Library/API
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| Structured data mining, Text mining
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| Data analysis
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| difficult to use
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| Low
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Tutorials:
