Research and application of short text similarity for power intelligent interaction platform in novel power system based on data analysis
|更新时间:2025-10-22
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Research and application of short text similarity for power intelligent interaction platform in novel power system based on data analysis
Vol. 62, Issue 10, (2025)
作者机构:
1. 国网江苏省电力有限公司
2. 国网泰州供电公司
作者简介:
基金信息:
DOI:
CLC:
Published:2025
稿件说明:
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JING Jiangping, ZHI Ming, YANG Fei, et al. Research and application of short text similarity for power intelligent interaction platform in novel power system based on data analysis[J]. 2025, 62(10).
DOI:
JING Jiangping, ZHI Ming, YANG Fei, et al. Research and application of short text similarity for power intelligent interaction platform in novel power system based on data analysis[J]. 2025, 62(10).DOI:
Research and application of short text similarity for power intelligent interaction platform in novel power system based on data analysis
Measuring the text similarity is a fundamental technology in power intelligent interaction platform. In view of the short informal text which is short in length and does not conform to strict grammar rules in power intelligent interaction platform
a new text similarity estimation method is designed. Instead of depending mainly on unrepresentative features for short text including part-of-speech (PoS)
the proposed measurement processes short texts on three structural hierarchies
including words
phrases and sentences. Based on position
reorder cost and generative entropy of lower-level structures in higher-level structures
new features are extracted from structural information of texts on phrase-level and sentence-level. Similarity among short text is estimated with both new features and vectorized representations on word-level. Experimental results on real-world corpus show the practicality and superiority of the proposed similarity measurement.