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  4. Extraction Algorithm of English Text Summarization for English Teaching - 2018
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Category: MTech Python Projects
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MTech Projects
28.Nov
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Extraction Algorithm of English Text Summarization for English Teaching - 2018

PROJECT TITLE :

Extraction Algorithm of English Text Summarization for English Teaching - 2018

ABSTRACT:

In order to improve the power of sharing and scheduling capability of English teaching resources, an improved algorithm for English text summarization is proposed primarily based on Association semantic rules. The relative options are mined among English text phrases and sentences, the semantic relevance analysis and have extraction of keywords in English abstract are realized, the association rules differentiation for English text summarization is obtained based on information theory, connected semantic rules data in English Teaching Texts is mined. Text similarity feature is taken as the maximum difference component of two semantic association rule vectors, and combining semantic similarity info, the correct extraction of English text Abstract is realized. The simulation results show that the tactic can extract the text summarization accurately, it's better convergence and precision performance in the extraction process.

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  • Text Summarization
  • Text Mining
  • Keyword Extraction
  • NLTK
  • Gensim
  • Association Rule Learning
  • E-Learning
  • Extractive Summarization
  • Semantic Similarity
Previous article: Theme-Related Keyword Extraction from Free Text Descriptions of Image Contents for Tagging - 2018 Theme-Related Keyword Extraction from Free Text Descriptions of Image Contents for Tagging - 2018 Next article: Sentence Vector Model Based on Implicit Word Vector Expression - 2018 Sentence Vector Model Based on Implicit Word Vector Expression - 2018
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