Smart Sum: Text Summarization and keyword Extraction with Interactive Bubble Chart

Registration ID: IJNRD_199266

Published ID: IJNRD2306287

DOI: Click Here to Get

Deepthi Lokesh , Rahul Suresh , Rubiana Josephine Paul , Mohammed Abdul Hamid , Madhavi R P

summarization,abstraction,ROUGE,URL

Text summarization is a procedure of creating a condensed version of a text while maintaining its key points and meaning. It is often a time-consuming task to do manually, which has led to increased interest in automating the process. Research in this area is motivated by the desire to make text summarization more efficient and effective. The focus of text summarization research is to develop methods that can automatically extract the most important information from a text and present it in a condensed format. This is particularly useful in scenarios where individuals or organizations need to process large volumes of text quickly and efficiently. Automated text summarization can also be used to extract key information from news articles, scientific papers, and other documents, making it easier for people to stay informed and up to-date. Text summarization can also be used to extract key information from meeting minutes, customer feedback, and other documents that contain valuable insights that would otherwise be time-consuming to extract manually. This is beneficial for businesses and organizations as it helps them to extract valuable insights without any difficulties from large volumes of data. Moreover, Automated text summarization can also be used to extract key information from social media platforms, customer feedback, and other documents, helping businesses to stay informed about their customers' needs and preferences. Additionally, it can be used in the field of education and research, where it can help students and researchers to extract key information from large volumes of text without undergoing cumbersomeness, thus saving them time and effort.

Published Paper   E-Certificate

Deepthi Lokesh, Rahul Suresh, Rubiana Josephine Paul, Mohammed Abdul Hamid, & Madhavi R P (June-2023). Smart Sum: Text Summarization and keyword Extraction with Interactive Bubble Chart . INTERNATIONAL JOURNAL OF NOVEL RESEARCH AND DEVELOPMENT, 8(6), c767-c770. https://ijnrd.org/papers/IJNRD2306287.pdf

Volume 8 Issue 6, June-2023

Pages : c767-c770

Paper Reg. ID: IJNRD_199266

Published Paper Id: IJNRD2306287

Downloads: 000121979

Research Area: Engineering

Country: Bangalore, Karnataka, India

Published Paper PDF: https://ijnrd.org/papers/IJNRD2306287.pdf

Published Paper URL: https://ijnrd.org/viewpaperforall?paper=IJNRD2306287

Journal Name: INTERNATIONAL JOURNAL OF NOVEL RESEARCH AND DEVELOPMENT(IJNRD)

ISSN: 2456-4184 | IMPACT FACTOR: 8.76 Calculated By Google Scholar | ESTD YEAR: 2016

An International Scholarly Open Access Journal, Peer-Reviewed, Refereed Journal Impact Factor 8.76 Calculate by Google Scholar and Semantic Scholar | AI-Powered Research Tool, Multidisciplinary, Monthly, Multilanguage Journal Indexing in All Major Database & Metadata, Citation Generator

Publisher: IJNRD (IJ Publication) Janvi Wave | IJNRD.ORG | IJNRD.COM | IJPUB.ORG

This work is licensed under a Creative Commons Attribution 4.0 International License and The Open Definition

Call For Paper - Volume 10 | Issue 10 | October 2025

IJNRD is a Scholarly Open Access, Peer-reviewed, and Refereed Journal with a High Impact Factor of 8.76 (calculated by Google Scholar & Semantic Scholar | AI-Powered Research Tool). It is a Multidisciplinary, Monthly, Low-Cost Journal that follows UGC CARE 2025 Peer-Reviewed Journal Policy norms, Scopus journal standards, and Transparent Peer Review practices to ensure quality and credibility. IJNRD provides indexing in all major databases & metadata repositories, a citation generator, and Digital Object Identifier (DOI) for every published article with full open-access visibility.

The INTERNATIONAL JOURNAL OF NOVEL RESEARCH AND DEVELOPMENT (IJNRD) aims to advance applied, theoretical, and experimental research across diverse fields. Its goal is to promote global scientific information exchange among researchers, developers, engineers, academicians, and practitioners. IJNRD serves as a platform where educators and professionals can share research evidence, models of best practice, and innovative ideas, contributing to academic growth and industry relevance.

Indexing Coverage includes Google Scholar, SSRN, ResearcherID-Publons, Semantic Scholar (AI-Powered Research Tool), Microsoft Academic, Academia.edu, arXiv.org, ResearchGate, CiteSeerX, ResearcherID (Thomson Reuters), Mendeley, DocStoc, ISSUU, Scribd, and many more recognized academic repositories.

How to submit the paper?

By Our website

Click Here to Submit Paper Online

By Mail

Send your paper to editor@ijnrd.org

Important Dates for Current issue

Paper Submission Open For: October 2025

Current Issue: Volume 10 | Issue 10 | October 2025

Impact Factor: 8.76

Last Date for Paper Submission: Till 31-Oct-2025

Notification of Review Result: Within 1-2 Days after Submitting paper.

Publication of Paper: Within 01-02 Days after Submititng documents.

Frequency: Monthly (12 issue Annually).

Journal Type: IJNRD is an International Peer-reviewed, Refereed, and Open Access Journal with Transparent Peer Review as per the new UGC CARE 2025 guidelines, offering low-cost multidisciplinary publication with Crossref DOI and global indexing.

Subject Category: Research Area

Call for Paper: More Details