CFP last date
20 May 2024
Reseach Article

Visualization of Mechanics Problems based on Natural Language Processing

by Aditya Nayak, Bharat Geleda, Avani Sakhapara, Amanpreet Singh, Narayan Acharya
International Journal of Computer Applications
Foundation of Computer Science (FCS), NY, USA
Volume 116 - Number 14
Year of Publication: 2015
Authors: Aditya Nayak, Bharat Geleda, Avani Sakhapara, Amanpreet Singh, Narayan Acharya
10.5120/20408-2766

Aditya Nayak, Bharat Geleda, Avani Sakhapara, Amanpreet Singh, Narayan Acharya . Visualization of Mechanics Problems based on Natural Language Processing. International Journal of Computer Applications. 116, 14 ( April 2015), 34-37. DOI=10.5120/20408-2766

@article{ 10.5120/20408-2766,
author = { Aditya Nayak, Bharat Geleda, Avani Sakhapara, Amanpreet Singh, Narayan Acharya },
title = { Visualization of Mechanics Problems based on Natural Language Processing },
journal = { International Journal of Computer Applications },
issue_date = { April 2015 },
volume = { 116 },
number = { 14 },
month = { April },
year = { 2015 },
issn = { 0975-8887 },
pages = { 34-37 },
numpages = {9},
url = { https://ijcaonline.org/archives/volume116/number14/20408-2766/ },
doi = { 10.5120/20408-2766 },
publisher = {Foundation of Computer Science (FCS), NY, USA},
address = {New York, USA}
}
%0 Journal Article
%1 2024-02-06T22:57:09.423144+05:30
%A Aditya Nayak
%A Bharat Geleda
%A Avani Sakhapara
%A Amanpreet Singh
%A Narayan Acharya
%T Visualization of Mechanics Problems based on Natural Language Processing
%J International Journal of Computer Applications
%@ 0975-8887
%V 116
%N 14
%P 34-37
%D 2015
%I Foundation of Computer Science (FCS), NY, USA
Abstract

In The ability to visualize our thoughts has always fascinated us. Even more intriguing is the subject of making a computer able to visualize those thoughts, just by understanding the human language. In this paper, a text to scene generation system is proposed for the educational domain where a basic Newtonian physics problem is conveyed to the system in natural language and the scene depicting the problem is generated and displayed to the user. The paper describes the implementation of the system as well as the results obtained. It is based on the integration of advances in NLP and computer graphics technology to generate a virtual environment. It makes it easier for students to visualize the problems and also helps teachers in explaining better.

References
  1. Chang, Angel X. , Savva, M. and Manning, Cristopher D. 2014 Interactive Learning of Spatial Knowledge for Text to 3D scene Generation. Computer Science Department, Stanford University.
  2. Zeng,Xin, Mehdi, Q. H. and Gough, N. E. 2005 3D Scene Creation using story based descriptions. School of Computing and IT, University of Wolverhampton, UK.
  3. Coyne, B. and Sproat, R. 2001 WordsEye: An automatic text-to-scene conversion system. Computer Graphics Proceedings pp. 487–496.
  4. Sylvain, D. , Egges, A. , Legendre, V. , and Nugues, P. , 2001 Generating a 3D simulation of a car accident from a written description in natural language : The Carsim system. In ACL2001: Workshop on Temporal and Spatial Information Processing, pages 1–8, Toulouse.
  5. Clay, S. R. and Wilhelms, J. 1996 Put: Language-Based Interactive Manipulation of Objects. IEEE Computer Graphics and Applications, pages 31–39.
  6. Adorni, G. , Di Manzo,M. , and Giunchiglia, F. 1984 Natural Language Driven Image Generation. In COLING 84, pages 495–500.
  7. Hawkins, B. 1984 The Semantics of English Spatial Prepositions. PhD thesis, University of California, San Diego, San Diego,CA.
  8. https://gate. ac. uk/ : General Architecture for Text Engineering (accessed on 18/7/2014)
  9. www. nlp. stanford. edu:The Stanford NLP Group (accessed on 20/2/2015)
  10. www. blender. org : Blender 3D modeling software (accessed on 1/3/2015)
Index Terms

Computer Science
Information Sciences

Keywords

Natural language processing Knowledge representation scene generation Physics education.