Semantic Question Answering Using Wikipedia Categories Clustering
Authors | Georgios Stratogiannis Georgios Siolas Andreas Stafylopatis |
|---|---|
Publication date | 2014 |
DOI | 10.1142/S0218213014600148 |
Links | Original |
Semantic Question Answering Using Wikipedia Categories Clustering - scientific work related to Wikipedia quality published in 2014, written by Georgios Stratogiannis, Georgios Siolas and Andreas Stafylopatis.
Overview
Authors describe a system that performs semantic Question Answering based on the combination of classic Information Retrieval methods with semantic ones. First, authors use a search engine to gather web pages and then apply a noun phrase extractor to extract all the candidate answer entities from them. Candidate entities are ranked using a linear combination of two IR measures to pick the most relevant ones. For each one of the top ranked candidate entities authors find the corresponding Wikipedia page. Authors then propose a novel way to exploit Semantic Information contained in the structure of Wikipedia. A vector is built for every entity from Wikipedia category names by splitting and lemmatizing the words that form them. These vectors maintain Semantic Information in the sense that authors are given the ability to measure semantic closeness between the entities. Based on this, authors apply an intelligent clustering method to the candidate entities and show that candidate entities in the biggest cluster are the most semantically related to the ideal answers to the query. Results on the topics of the TREC 2009 Related Entity Finding task dataset show promising performance.
Embed
Wikipedia Quality
Stratogiannis, Georgios; Siolas, Georgios; Stafylopatis, Andreas. (2014). "[[Semantic Question Answering Using Wikipedia Categories Clustering]]". World Scientific Publishing Company. DOI: 10.1142/S0218213014600148.
English Wikipedia
{{cite journal |last1=Stratogiannis |first1=Georgios |last2=Siolas |first2=Georgios |last3=Stafylopatis |first3=Andreas |title=Semantic Question Answering Using Wikipedia Categories Clustering |date=2014 |doi=10.1142/S0218213014600148 |url=https://wikipediaquality.com/wiki/Semantic_Question_Answering_Using_Wikipedia_Categories_Clustering |journal=World Scientific Publishing Company}}
HTML
Stratogiannis, Georgios; Siolas, Georgios; Stafylopatis, Andreas. (2014). "<a href="https://wikipediaquality.com/wiki/Semantic_Question_Answering_Using_Wikipedia_Categories_Clustering">Semantic Question Answering Using Wikipedia Categories Clustering</a>". World Scientific Publishing Company. DOI: 10.1142/S0218213014600148.
