Machine Learning Schema Community Group Launched

With your support, the Machine Learning Schema Community Group has been launched:
  http://www.w3.org/community/ml-schema/

This group was originally proposed on 2015-09-28
by Joaquin Vanschoren. The following people supported its
creation: 
      Joaquin Vanschoren
      Agnieszka Lawrynowicz
      Diego Esteves
      Panče Panov
      Diego Moussallem
      Carmen Popoviciu
  
To join the group, please use:
 http://www.w3.org/community/ml-schema/join

Please note that supporting a group is different from joining
a group. Supporters must also enroll if they wish to participate.

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This group represents a collaborative, community effort with a mission
to develop, maintain, and promote standard schemas for data mining and
machine learning algorithms, datasets, and experiments.  Our target is a
community agreed schema as a basis for ontology development projects,
markup languages and data exchange standards; and an extension model for
the schema in the area of data mining and machine learning.


The goals of this group are:


To define a simple shared schema of data mining/ machine learning
(DM/ML) algorithms, datasets, and experiments that may be used in many
different formats: XML, RDF, OWL, spreadsheet tables.


Collect use cases from the academic community and industry


Use this schema as a basis to align existing DM/ML ontologies and
develop more specific ontologies with specific purposes/applications


Prevent a proliferation of incompatible DM/ML ontologies


Turn machine learning algorithms and results into linked open data


Promote the use of this schema, including involving stakeholders like ML
tool developers
Apply for funding (e.g. EU COST, UK Research Councils, Horizon2020
Coordination and Support Actions) to organize workshops, and for
dissemination

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Thank you,

W3C Community Development Team

Received on Monday, 28 September 2015 13:05:11 UTC