Computing Semantic Similarity for Vietnamese Concepts Using Wikipedia

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Computing Semantic Similarity for Vietnamese Concepts Using Wikipedia
Authors
Hien T. Nguyen
Publication date
2015
DOI
10.1007/978-3-319-14633-1_7
Links
Original

Computing Semantic Similarity for Vietnamese Concepts Using Wikipedia - scientific work related to Wikipedia quality published in 2015, written by Hien T. Nguyen.

Overview

Evaluating semantic similarity between concepts is a very common component in many applications dealing with textual data such as information extraction, information retrieval, natural language processing, or knowledge acquisition. This paper presents an approach to assess semantic similarity between Vietnamese concepts using Vietnamese Wikipedia. Firstly, the Vietnamese Wikipedia’ structure is exploited to derive a Vietnamese ontology. Next, based on the obtained ontology, authors employ similarity measures in literature to evaluate the semantic similarity between Vietnamese concepts. Then authors conduct an experiment providing 30 Vietnamese concept pairs to 18 human subjects to assess similarity of these pairs. Finally, authors use Pearson product-moment correlation coefficient to estimate the correlation between human judgments and the results of similarity measures employed. The experiment results show that system achieves quite good performance and that similarity measures between Vietnamese concepts are potential in enhancing the performance of applications dealing with textual data.

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Wikipedia Quality

Nguyen, Hien T.. (2015). "[[Computing Semantic Similarity for Vietnamese Concepts Using Wikipedia]]". Springer, Cham. DOI: 10.1007/978-3-319-14633-1_7.

English Wikipedia

{{cite journal |last1=Nguyen |first1=Hien T. |title=Computing Semantic Similarity for Vietnamese Concepts Using Wikipedia |date=2015 |doi=10.1007/978-3-319-14633-1_7 |url=https://wikipediaquality.com/wiki/Computing_Semantic_Similarity_for_Vietnamese_Concepts_Using_Wikipedia |journal=Springer, Cham}}

HTML

Nguyen, Hien T.. (2015). &quot;<a href="https://wikipediaquality.com/wiki/Computing_Semantic_Similarity_for_Vietnamese_Concepts_Using_Wikipedia">Computing Semantic Similarity for Vietnamese Concepts Using Wikipedia</a>&quot;. Springer, Cham. DOI: 10.1007/978-3-319-14633-1_7.