ruconceptnet 0.0.1

Russian part of ConceptNet5.7 graph, fast access to relations.

RussianConceptNet

ConceptNet 5.7 (Russian part) extraction scripts + fast access to relations. Note: a simple modification of the preprocessing script allows to build a queryable graph of any other subset of ConceptNet.

Preparations

Please see the prepare_data.sh script. We get the Russian-Russian pairs of nodes with simple grep and build a 3-dimensional array (source, target, relation) stored as a single sparse SciPy matrix.

Usage

>>> from conceptnet import ConceptNet
>>> cn = ConceptNet()
>>> cn.get_targets("алкоголь")
[('этиловый_спирт', {'Synonym'}), ('спиртной_напиток', {'Synonym'}), ('алкогольный', {'RelatedTo'}), ('алкоголик', {'RelatedTo'}), ('спирт', {'Synonym'}), ('алкоголизация', {
'RelatedTo'})]

>>> cn.get_sources("йога")
[('йоги', {'FormOf'}), ('йогу', {'FormOf'}), ('йогический', {'RelatedTo'}), ('йогою', {'FormOf'}), ('йогой', {'FormOf'}), ('йог', {'RelatedTo'}), ('йоге', {'FormOf'})]

>>> cn.check_pair("человек", "зверь")
(['DistinctFrom'], [])

>>> cn.check_pair("зверь", "человек")
([], ['DistinctFrom'])

Citing

Please do not forget to cite the ConceptNet5 paper:

Robyn Speer, Joshua Chin, and Catherine Havasi. 2017. "ConceptNet 5.5: An Open Multilingual Graph of General Knowledge." In proceedings of AAAI 31.

Citing the repository is greatly appreciated as well, if you use this work.

License

The code is released under the MIT license (please see the LICENSE file).

This work includes a subset data from ConceptNet 5, which was compiled by the Commonsense Computing Initiative. ConceptNet 5 is freely available under the Creative Commons Attribution-ShareAlike license (CC BY SA 3.0) from http://conceptnet.io.

The included data was created by contributors to Commonsense Computing projects, contributors to Wikimedia projects, DBPedia, OpenCyc, Games with a Purpose, Princeton University's WordNet, Francis Bond's Open Multilingual WordNet, and Jim Breen's JMDict.

The complete data in ConceptNet is available under the Creative Commons Attribution-ShareAlike 4.0 license.

For more details, please see "Copying and sharing ConceptNet".