UGC Approved Journal no 63975

ISSN: 2349-5162 | ESTD Year : 2014
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Published in:

Volume 7 Issue 4
April-2020
eISSN: 2349-5162

UGC and ISSN approved 7.95 impact factor UGC Approved Journal no 63975

7.95 impact factor calculated by Google scholar

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Published Paper ID:
JETIR2004565


Registration ID:
227215

Page Number

511-514

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Title

DOCUMENT CLASSIFICATION AND SUMMARIZER USING PROBABILISTIC CLASSIFIER.

Abstract

In this paper, we propose a straightforward component extraction algorithm that can accomplish high archive order precision with regards to advancement driven subjects.Document classification has become an important field of research due to the increase of unstructured text documents available in digital form.Programmed content synopsis turns into a significant method for finding applicable data correctly in huge content in a brief span with little endeavors.In the proposed system,we take PDF as input,classify it according to it''s domain and summarize it using power of Natural Language Processing and Machine Learning.Here we are providing options for selecting required line of summary,the prediction result will send to the user email with summary and classified domain.Having generated summary help us to tell whether to deep dive in detail or not.The main motive of project to save time required in document classification and understanding it.

Key Words

Naïve Bayes (NB), Machine Learning, Natural Language processing, TF-IDF(Term-Frequency inverse document frequency)

Cite This Article

"DOCUMENT CLASSIFICATION AND SUMMARIZER USING PROBABILISTIC CLASSIFIER.", International Journal of Emerging Technologies and Innovative Research (www.jetir.org), ISSN:2349-5162, Vol.7, Issue 4, page no.511-514, April 2020, Available :http://www.jetir.org/papers/JETIR2004565.pdf

ISSN


2349-5162 | Impact Factor 7.95 Calculate by Google Scholar

An International Scholarly Open Access Journal, Peer-Reviewed, Refereed Journal Impact Factor 7.95 Calculate by Google Scholar and Semantic Scholar | AI-Powered Research Tool, Multidisciplinary, Monthly, Multilanguage Journal Indexing in All Major Database & Metadata, Citation Generator

Cite This Article

"DOCUMENT CLASSIFICATION AND SUMMARIZER USING PROBABILISTIC CLASSIFIER.", International Journal of Emerging Technologies and Innovative Research (www.jetir.org | UGC and issn Approved), ISSN:2349-5162, Vol.7, Issue 4, page no. pp511-514, April 2020, Available at : http://www.jetir.org/papers/JETIR2004565.pdf

Publication Details

Published Paper ID: JETIR2004565
Registration ID: 227215
Published In: Volume 7 | Issue 4 | Year April-2020
DOI (Digital Object Identifier):
Page No: 511-514
Country: pune, Maharastra, India .
Area: Engineering
ISSN Number: 2349-5162
Publisher: IJ Publication


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