Wikipedia Miner Wikify Service
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The Wikipedia Miner Wikify Service is an online demo of the Wikipedia-based Semantic Annotation System proposed in (Milne & Witten, 2008a).
- Context:
- It is available at http://wdm.cs.waikato.ac.nz:8080/service?task=wikify
- Example(s):
This paper describes how to automatically cross-reference documents with Wikipedia: the largest knowledge base ever known. It explains how machine learning can be used to identify significant terms within unstructured text, and enrich it with links to the appropriate Wikipedia articles. The resulting link detector and disambiguator performs very well, with recall and precision of almost 75%. This performance is constant whether the system is evaluated on Wikipedia articles or “real world” documents.
- See: Wikify System.
References
2008
- (Milne & Witten, 2008a) ⇒ David N. Milne, and Ian H. Witten. (2008). “Learning to Link with Wikipedia.” In: Proceeding of the 17th ACM Conference on Information and Knowledge Management, (CIKM 2008). doi:10.1145/1458082.1458150