A novel ensemble statistical topic extraction method for scientific publications based on optimization clustering

2020 ◽  
Author(s):  
Ammar Kamal Abasi ◽  
Ahamad Tajudin Khader ◽  
Mohammed Azmi Al-Betar ◽  
Syibrah Naim ◽  
Sharif Naser Makhadmeh ◽  
...  
Keyword(s):  
Extraction Method ◽  
Scientific Publications ◽  
Topic Extraction

A Topic Extraction Method on the Flow of Conversation in Meetings

2017 ◽  
Author(s):  
Takafumi Nakanishi ◽  
Ryotaro Okada ◽  
Yuichi Tanaka ◽  
Yutaka Ogasawara ◽  
Kazuhiro Ohashi
Keyword(s):  
Extraction Method ◽  
Topic Extraction

Research of Text Topic Automatic Extraction Method Based on Rough Set Theory

2011 ◽  
Vol 268-270 ◽  
pp. 1127-1131 ◽  
Author(s):  
Zhan Feng Sun ◽  
Kong Jun Bao
Keyword(s):  
Set Theory ◽  
Rough Set ◽  
Extraction Method ◽  
Rough Set Theory ◽  
Complete Information ◽  
Text Clustering ◽  
Automatic Extraction ◽  
Similarity Matrix ◽  
Topic Extraction ◽  
Automatic Abstracting

On the base of researching currently popular text topic extraction technologies, a new text topic automatic abstracting method is proposed based on rough set theory and rough similarity. Firstly it separated a text into words and sentences to complete information segmentation, and then constructed a similarity matrix by computing the rough similarity between different words to realize the text clustering, finally extracted representative sentences from each class to generate the text topic. The experiment shows that the method is feasible and effective.

An ensemble topic extraction approach based on optimization clusters using hybrid multi-verse optimizer for scientific publications

2020 ◽  
Author(s):  
Ammar Kamal Abasi ◽  
Ahamad Tajudin Khader ◽  
Mohammed Azmi Al-Betar ◽  
Syibrah Naim ◽  
Zaid Abdi Alkareem Alyasseri ◽  
...  
Keyword(s):  
Scientific Publications ◽  
Topic Extraction
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