How to create a Semantic Network like wordnet based on Wikipedia?

Posted by Forbidden Overseer on Programmers See other posts from Programmers or by Forbidden Overseer
Published on 2012-06-25T19:10:47Z Indexed on 2012/06/25 21:23 UTC
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I am an undergraduate student and I have to create a Semantic Network based on Wikipedia. This Semantic Network would be similar to Wordnet(except for it is based on Wikipedia and is concerned with "streams of text/topics" rather than simple words etc.) and I am thinking of using the Wikipedia XML dumps for the purpose.

I guess I need to learn parsing an XML and "some other things" related to NLP and probably Machine Learning, but I am no way sure about anything involved herein after the XML parsing.

  • Is the starting step: XML dump parsing into text a good idea/step? Any alternatives?
  • What would be the steps involved after parsing XML into text to create a functional Semantic Network?
  • What are the things/concepts I should learn in order to do them?
  • I am not directly asking for book recommendations, but if you have read a book/article that teaches any thing related/helpful, please mention them. This may include a refernce to already existing implementations regarding the subject.

Please correct me if I was wrong somewhere. Thanks!

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