Verbal Helper Application for Autism using Natural Language Processing / Nur Farahin Mohd Affendy

Autism can make communicating and associating with others difficult for a child. Autistic child tends to live in their own world which they do not socialize with others. Therefore, they are experiencing verbal issues. Autism is a neuro-developmental conditions which makes them behave repetitive task...

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Bibliographic Details
Main Author:	Mohd Affendy, Nur Farahin
Format:	Thesis
Language:	English
Published:	2020
Subjects:	Communication of computer science information
Online Access:	https://ir.uitm.edu.my/id/eprint/31598/1/31598.pdf
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id	my-uitm-ir.31598
record_format	uketd_dc
spelling	my-uitm-ir.315982020-06-26T03:31:47Z Verbal Helper Application for Autism using Natural Language Processing / Nur Farahin Mohd Affendy 2020 Mohd Affendy, Nur Farahin Communication of computer science information Programming. Rule-based programming. Backtrack programming Autism can make communicating and associating with others difficult for a child. Autistic child tends to live in their own world which they do not socialize with others. Therefore, they are experiencing verbal issues. Autism is a neuro-developmental conditions which makes them behave repetitive tasks. A Recurrent Neural Network (RNN) was used in this project to predict next possible word until it becomes a sentence. Furthermore, N-gram also used for grammar checking for a simple sentence. The prediction words are displayed based on the frequency of the word chosen. This application results a valid sentence generated or chosen by autistic child to ease them communicating with others. Moreover, it helps caretaker or parents to teach them on how to express verbally after this. Thus, this application might be used for autistic children to help them express verbally. 2020 Thesis https://ir.uitm.edu.my/id/eprint/31598/ https://ir.uitm.edu.my/id/eprint/31598/1/31598.pdf text en public degree Universiti Teknologi MARA, Cawangan Melaka Faculty of Computer and Mathematical Sciences Shari, Anis Amilah
institution	Universiti Teknologi MARA
collection	UiTM Institutional Repository
language	English
advisor	Shari, Anis Amilah
topic	Communication of computer science information Communication of computer science information
spellingShingle	Communication of computer science information Communication of computer science information Mohd Affendy, Nur Farahin Verbal Helper Application for Autism using Natural Language Processing / Nur Farahin Mohd Affendy
description	Autism can make communicating and associating with others difficult for a child. Autistic child tends to live in their own world which they do not socialize with others. Therefore, they are experiencing verbal issues. Autism is a neuro-developmental conditions which makes them behave repetitive tasks. A Recurrent Neural Network (RNN) was used in this project to predict next possible word until it becomes a sentence. Furthermore, N-gram also used for grammar checking for a simple sentence. The prediction words are displayed based on the frequency of the word chosen. This application results a valid sentence generated or chosen by autistic child to ease them communicating with others. Moreover, it helps caretaker or parents to teach them on how to express verbally after this. Thus, this application might be used for autistic children to help them express verbally.
format	Thesis
qualification_level	Bachelor degree
author	Mohd Affendy, Nur Farahin
author_facet	Mohd Affendy, Nur Farahin
author_sort	Mohd Affendy, Nur Farahin
title	Verbal Helper Application for Autism using Natural Language Processing / Nur Farahin Mohd Affendy
title_short	Verbal Helper Application for Autism using Natural Language Processing / Nur Farahin Mohd Affendy
title_full	Verbal Helper Application for Autism using Natural Language Processing / Nur Farahin Mohd Affendy
title_fullStr	Verbal Helper Application for Autism using Natural Language Processing / Nur Farahin Mohd Affendy
title_full_unstemmed	Verbal Helper Application for Autism using Natural Language Processing / Nur Farahin Mohd Affendy
title_sort	verbal helper application for autism using natural language processing / nur farahin mohd affendy
granting_institution	Universiti Teknologi MARA, Cawangan Melaka
granting_department	Faculty of Computer and Mathematical Sciences
publishDate	2020
url	https://ir.uitm.edu.my/id/eprint/31598/1/31598.pdf
_version_	1783734134180413440

Verbal Helper Application for Autism using Natural Language Processing / Nur Farahin Mohd Affendy

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