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international workshop on education technology and computer science | 2010

A New Method to Compute Chinese Text Concept

Feng Yang; Luo Senlin; Pan Limin; Liu Li-Li; Chen Kai-Jiang

a new method to compute Chinese text concept is proposed in this paper. In this method, we construct sentence vectors from the text by extracting and quantifying some syntax and semantic features such as concept elements, dependent relations and correlative relations. Then, we combine these sentence vectors to the text vector to represent the text concept. Experimental results show that, in the application of text classification, the precision and the recall of this method achieve 91.5% and 91.3%. Contrast with TF-IDF and LSA, the proposed method is more accurate, less affected by text class and more stable on text concept approaching.


Archive | 2013

Tone-similarity-based song retrieval method

Luo Senlin; Xie Erman; Pan Limin; Kong Lingzhi; Lv Ying; Gao Xiaofang


Archive | 2015

Method for identifying multi-class facial expressions at high precision

Luo Senlin; Xie Erman; Pan Limin


Archive | 2015

Chinese sentence meaning structure model automatic labeling method based on CRF

Luo Senlin; Han Lei; Pan Limin; Wei Chao


Archive | 2013

Generation method of high-satisfaction video summary

Luo Senlin; Xie Erman; Pan Limin; Ma Shujie; Gao Xiaofang; Lv Ying


Archive | 2013

Biomedicine missing data compensation method

Luo Senlin; Han Longfei; Pan Limin; Zhang Tiemei


Archive | 2013

Method for automatically extracting character relations from text set

Luo Senlin; Wei Chao; Pan Limin; Han Lei


Archive | 2013

Chinese semantic case layering identification method

Luo Senlin; Meng Qiang; Pan Limin; Wei Chao; Han Lei


Archive | 2013

High-precision method of confirming speaker

Luo Senlin; Xie Erman; Pan Limin


Archive | 2017

Binary entropy-based fuzzy test encryption/decryption function positioning method

Luo Senlin; Yu Lu; Pan Limin; Shang Hai; Ding Yong

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Luo Senlin

Beijing Institute of Technology

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