Framework for proactive visualization of text based narrative using NLP
- Title
- Framework for proactive visualization of text based narrative using NLP
- Creator
- Benedict A.G.; Shukla S.
- Description
- Language is an essential mode, not only for human communicationbut also for thinking. A story is conveyed or a report of an incident is being told, humans perceive the conveyed information in the form of visual insights. The increasing advancements in the field of artificial intelligence can help with the same in machines. This paper reflects on the internalization of stories from a cognitive perspective and outlines a scalable framework for supporting the visualization of narrative text data. This paper leverages natural language processing (NLP), probabilistic modelling of discourse knowledge, information extraction of narrative components (who, where, when, what) and the narrative visualization. The graphics knowledge base storage structure has been redesigned to obviate the necessity of having a larger database for all graphics entity. With the developed framework, any user can input unrestricted natural language for the dynamic generation of animated scenes. This provides users with direct visual output in response to their natural language input. This tool can potentially impact the way humans interact with computers and expand a completely new way of understanding conversations. 2020 IJSTR.
- Source
- International Journal of Scientific and Technology Research, Vol-9, No. 2, pp. 239-248.
- Date
- 2020-01-01
- Publisher
- International Journal of Scientific and Technology Research
- Subject
- Conditional Batch Normalization (CBN); Natural Language Processing (NLP); Part-Of-Speech (POS); Probabilistic Modelling; Tokenization
- Coverage
- Benedict A.G., CHRIST (Deemed to be University), Faculty of Engineering, Bangalore, India; Shukla S., CHRIST (Deemed to be University), Lavasa Campus, Pune, India
- Rights
- Restricted Access
- Relation
- ISSN: 22778616
- Format
- Online
- Language
- English
- Type
- Article
Collection
Citation
Benedict A.G.; Shukla S., “Framework for proactive visualization of text based narrative using NLP,” CHRIST (Deemed To Be University) Institutional Repository, accessed February 26, 2025, https://archives.christuniversity.in/items/show/16389.