Difference between revisions of "Large-Scale Named Entity Disambiguation based on Wikipedia Data"
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| − | '''Large-Scale Named Entity Disambiguation based on Wikipedia Data''' - scientific work related to Wikipedia quality published in 2007, written by Silviu Cucerzan. | + | '''Large-Scale Named Entity Disambiguation based on Wikipedia Data''' - scientific work related to [[Wikipedia quality]] published in 2007, written by [[Silviu Cucerzan]]. |
== Overview == | == Overview == | ||
| − | This paper presents a large-scale system for the recognition and semantic disambiguation of named entities based on information extracted from a large encyclopedic collection and Web search results. It describes in detail the disambiguation paradigm employed and the information extraction process from Wikipedia. Through a process of maximizing the agreement between the contextual information extracted from Wikipedia and the context of a document, as well as the agreement among the category tags associated with the candidate entities, the implemented system shows high disambiguation accuracy on both news stories and Wikipedia articles. | + | This paper presents a large-scale system for the recognition and semantic disambiguation of [[named entities]] based on information extracted from a large encyclopedic collection and Web search results. It describes in detail the disambiguation paradigm employed and the [[information extraction]] process from [[Wikipedia]]. Through a process of maximizing the agreement between the contextual information extracted from Wikipedia and the context of a document, as well as the agreement among the category tags associated with the candidate entities, the implemented system shows high disambiguation accuracy on both news stories and Wikipedia articles. |
Revision as of 08:16, 17 July 2019
Large-Scale Named Entity Disambiguation based on Wikipedia Data - scientific work related to Wikipedia quality published in 2007, written by Silviu Cucerzan.
Overview
This paper presents a large-scale system for the recognition and semantic disambiguation of named entities based on information extracted from a large encyclopedic collection and Web search results. It describes in detail the disambiguation paradigm employed and the information extraction process from Wikipedia. Through a process of maximizing the agreement between the contextual information extracted from Wikipedia and the context of a document, as well as the agreement among the category tags associated with the candidate entities, the implemented system shows high disambiguation accuracy on both news stories and Wikipedia articles.
