Applications of Neural Networks in Natural Language Processing

منو

" Applications of Neural Networks in Natural Language Processing "
Kavousi, Mohammadamir Sayeh, Mohammad

Document Type	:	Latin Dissertation
Language of Document	:	English
Record Number	:	1052161
Doc. No	:	TL51278
Main Entry	:	Kavousi, Mohammadamir
Title & Author	:	Applications of Neural Networks in Natural Language Processing\ Kavousi, MohammadamirSayeh, Mohammad
College	:	Southern Illinois University at Carbondale
Date	:	2019
Degree	:	M.S.
student score	:	2019
Note	:	52 p.
Abstract	:	User-generated texts such as reviews and social media are valuable sources of information. Online reviews are important assets for users to buy a product, see a movie, or choose a restaurant. Therefore, rating of a review is one of the reliable factors for all the users to read and trust the reviews. This paper will use the text of the reviews to evaluate the ratings. Moreover, we will study the effect of features generated from text and sentimental words on the prediction accuracy. We show that while using sparse matrix is not ideal for any prediction, increasing the number of the attributes in the feature matrix is not helpful in enhancing the prediction of the ratings.
Descriptor	:	Artificial intelligence
	:	Electrical engineering
Added Entry	:	Sayeh, Mohammad
Added Entry	:	Southern Illinois University at Carbondale