A proposal for computation of semantic similarities of Chinese automation discipline words

In dealing with the Semantic similarity of Chinese words, using Hownet would be a preferable popular method. But HowNet has its own shortcomings. First, most of the concepts in HowNet concern in explaining common terms, lacking of specialized vocabulary. Second, most of the concepts in HowNet are in...

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Bibliographic Details
Published inIEEE conference anthology pp. 1 - 5
Main Authors Xianda Liu, Tao Feng, Xiaorong Qu, Peng Lu, Yiping Yang
Format Conference Proceeding
LanguageEnglish
Published IEEE 01.01.2013
Subjects
Adaptation models
Analytical models
Automation
automation discipline
Barium
Compound Concepts
Computational modeling
Conceptual Knowledge Tree Knowledge Representation System
Control systems
HowNet
Semantics
Similarity
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DOI10.1109/ANTHOLOGY.2013.6784893

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Summary:In dealing with the Semantic similarity of Chinese words, using Hownet would be a preferable popular method. But HowNet has its own shortcomings. First, most of the concepts in HowNet concern in explaining common terms, lacking of specialized vocabulary. Second, most of the concepts in HowNet are independent concepts and lack of compound concepts. In response to the above problems, we combine HowNet with Conceptual Knowledge Tree Knowledge Representation System. Based on this, we have analyzed the structures of concepts, distributed different weights to relevant positions, determined their meanings and calculated Chinese semantic similarity of automation discipline. The results are satisfactory basically.
DOI:10.1109/ANTHOLOGY.2013.6784893