Title :
An artificial neural network approach to text document summarization in the Kannada language
Author :
Jayashree, R. ; Srikanta Murthy, K. ; Anami, Basavaraj S.
Author_Institution :
Dept. of Comput. Sci., PES Inst. of Technol., Bangalore, India
Abstract :
The paper discusses a machine learning approach that uses artificial neural networks to produce summaries of arbitrary length text documents. A feed forward neural network, which is also called as back propagation network is trained on a corpus of text documents. The corpus is custom built for this purpose using Kannada web portals.
Keywords :
Internet; abstracting; backpropagation; feedforward neural nets; natural language processing; portals; text analysis; Kannada Web portals; Kannada language; arbitrary length text documents; artificial neural network approach; back propagation network training; feed forward neural network training; machine learning approach; text document summarization; Pragmatics; artificial neural network; feed forward neural network; summarization; thematic words; training;
Conference_Titel :
Hybrid Intelligent Systems (HIS), 2013 13th International Conference on
Conference_Location :
Gammarth
Print_ISBN :
978-1-4799-2438-7
DOI :
10.1109/HIS.2013.6920415
