10.6084/m9.figshare.5649382.v1
Jorge Martinez
Jorge
Martinez
Smart Combination of Web Measures for Solving Semantic Similarity Problems
figshare
2017
semantic similarity
web search
search engines
optimization
Web Technologies (excl. Web Search)
Social and Community Informatics
Pattern Recognition and Data Mining
Natural Language Processing
Information Systems
Information Retrieval and Web Search
2017-11-30 11:30:39
Journal contribution
https://figshare.com/articles/journal_contribution/Smart_Combination_of_Web_Measures_for_Solving_Semantic_Similarity_Problems/5649382
This paper presents two main contributions. The authors propose a novel
technique that beats classic probabilistic techniques for measuring
semantic similarity between terms. This new technique consists of using
not only a search engine for computing web page counts, but a smart
combination of several popular web search engines. The approach is
evaluated on the Miller and Charles and Gracia and Mena benchmark
datasets and compared with existing probabilistic web extraction
techniques.