A Review on Learning Based Automatic PPT Generation Using Machine Learning

Authors(3) :-Abhineet Ranjan, Akash Gangadhare , S. V. Shinde

Presentation slides are widely used to communicate information to the audience. There are various tools available in the market which only deals with formatting of the slides but not the content. However, this traditional way of preparing slides is labour-intensive in nature and leaves scope for human errors. Also, for lengthy documents there is a chance of some important information being missed out. The drawbacks of the traditional way lead to need for intelligent system. The intelligent system needs to be capable of generating slides with minimum human interference. In this paper, we are enforcing the automated PPT creation from multi-documents of different extensions based on input query or title that formulate extraction of valuable information source and model a presentation view to automate slide creation using integer linear programming (ILP) method to generate well-structured slides by selecting and aligning key phrases and sentences. This will eventually help in reducing a great amount of the presenter’s time and efforts. The proposed system works on natural language processing (NLP) rules to classify data for the desired slides.

Authors and Affiliations

Abhineet Ranjan
BE, Department of Computer Engineering, AISSMS College of Engineering, Pune, Maharashtra, India
Akash Gangadhare
BE, Department of Computer Engineering, AISSMS College of Engineering, Pune, Maharashtra, India
S. V. Shinde
Assistant Professor, Department of Computer Engineering, AISSMS College of Engineering, Pune, Maharashtra, India

Classification, NLP, Support Vector Regression (SVR), ILP, Slide Generation, NLTK, Feature extraction.

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Publication Details

Published in : Volume 3 | Issue 3 | March-April 2018
Date of Publication : 2018-02-28
License:  This work is licensed under a Creative Commons Attribution 4.0 International License.
Page(s) : 547-552
Manuscript Number : CSEIT1831211
Publisher : Technoscience Academy

ISSN : 2456-3307

Cite This Article :

Abhineet Ranjan, Akash Gangadhare , S. V. Shinde, "A Review on Learning Based Automatic PPT Generation Using Machine Learning", International Journal of Scientific Research in Computer Science, Engineering and Information Technology (IJSRCSEIT), ISSN : 2456-3307, Volume 3, Issue 3, pp.547-552, March-April-2018.
Journal URL : http://ijsrcseit.com/CSEIT1831211

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