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[ANN] Machine Learning Schema Core Specification

From: Agnieszka Ławrynowicz <agnieszka.lawrynowicz@cs.put.poznan.pl>
Date: Tue, 18 Oct 2016 02:32:05 +0200
To: SW-forum <semantic-web@w3.org>
Message-Id: <507E11C2-A442-43D4-8B8C-8F2746CB4F50@cs.put.poznan.pl>
We are happy to announce the availability of

           ***Machine Learning Schema Core Specification*** release October 17, 2016

a simple shared schema that provides a set of classes, properties, and restrictions that can be used to represent and interchange information on data mining and machine learning algorithms, datasets, and experiments.

This lightweight schema may be used as a basis for ontology development projects, markup languages and data exchange standards. In particular, it aims to align existing machine learning ontologies and to support development of more specific ontologies with specific purposes/applications. The main purpose is to increase interoperability by preventing a proliferation of incompatible machine learning ontologies as well as to provide a high-level standard to represent machine learning data. 

The schema also defines a relationship between machine learning algorithms and their single executions and experiments and studies encompassing them. It aims at stimulating the development of standards in order to achieve high level of interoperability among scientific experiments concerning machine learning. By facilitating the metadata interchange process, the ML Schema may foster reproducible research. Another goal of ML Schema related to interoperability and reproducible research is to facilitate turning machine learning algorithms and results into linked open data.

The further information may be found at:
http://ml-schema.github.io/documentation/ <http://ml-schema.github.io/documentation/>

Let us know how you would like to use ML Schema:
https://github.com/ML-Schema/core/wiki/UseCases <https://github.com/ML-Schema/core/wiki/UseCases>

Regards and cheers,
The W3C ML Schema Community Group

Website:
https://www.w3.org/community/ml-schema <https://www.w3.org/community/ml-schema>

Github:
https://github.com/ML-Schema/core <https://github.com/ML-Schema/core>

Twitter
https://twitter.com/ml_schema <https://twitter.com/ml_schema>
Received on Tuesday, 18 October 2016 00:32:56 UTC

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