On Using Wikipedia to Build Knowledge Bases for Information Extraction by Text Segmentation
Authors | Elton Serra Eli Cortez Altigran Soares da Silva Edleno Silva de Moura |
|---|---|
Publication date | 2011 |
Links | Original |
On Using Wikipedia to Build Knowledge Bases for Information Extraction by Text Segmentation - scientific work related to Wikipedia quality published in 2011, written by Elton Serra, Eli Cortez, Altigran Soares da Silva and Edleno Silva de Moura.
Overview
Authors propose a strategy for automatically obtaining datasets from Wikipedia to support unsupervised Information Extraction by Text Segmentation (IETS) methods. Despite the importance of preexisting datasets to unsupervised IETS methods, there has been no proper discussion in the literature on how such datasets can be effectively obtained or built. Authors report experiments in which three state-of-the-art unsupervised IETS methods use datasets obtained using proposed strategy under several configurations, involving IETS tasks on three different domains. The results suggest that strategy is valid and effective, and that IETS methods can achieve a very good performance if the datasets generated have a reasonable number of representative values on the domain of the data to be extracted.
Embed
Wikipedia Quality
Serra, Elton; Cortez, Eli; Silva, Altigran Soares da; Moura, Edleno Silva de. (2011). "[[On Using Wikipedia to Build Knowledge Bases for Information Extraction by Text Segmentation]]".
English Wikipedia
{{cite journal |last1=Serra |first1=Elton |last2=Cortez |first2=Eli |last3=Silva |first3=Altigran Soares da |last4=Moura |first4=Edleno Silva de |title=On Using Wikipedia to Build Knowledge Bases for Information Extraction by Text Segmentation |date=2011 |url=https://wikipediaquality.com/wiki/On_Using_Wikipedia_to_Build_Knowledge_Bases_for_Information_Extraction_by_Text_Segmentation}}
HTML
Serra, Elton; Cortez, Eli; Silva, Altigran Soares da; Moura, Edleno Silva de. (2011). "<a href="https://wikipediaquality.com/wiki/On_Using_Wikipedia_to_Build_Knowledge_Bases_for_Information_Extraction_by_Text_Segmentation">On Using Wikipedia to Build Knowledge Bases for Information Extraction by Text Segmentation</a>".
