UGC Approved Journal no 63975(19)

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

Volume 8 Issue 10
October-2021
eISSN: 2349-5162

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

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Published Paper ID:
JETIR2110325


Registration ID:
316154

Page Number

d213-d222

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Title

CovMIS - APPLICATION OF FUZZY BASED INTEGRATED APPROACH TO SUMMARIZE COVID MEDICAL INFORMATION

Abstract

COVID-19 outbreak was declared as a Public Health Emergency of International Concern (PHEIC) by WHO on 30 January 2020 [1]. The outbreak of the pandemic COVID-19 has totally shattered the political, social, economic, religious, and financial structures of almost every country of the world. Maximum number of countries have shut their borders, suspended the activities in businesses and educational institutions and mandated their population to self-quarantine [3]. WHO and many other organizations and doctor/expert communities are releasing adequate information about the disease to increase awareness among the people towards the disease which includes the symptoms, tips to be followed to protect while going outside, precautions to be taken, medication, vaccination, and so on. How much information ever was released there is always a chance in getting an updated new symptom/precaution/tip about the disease to educate the people to a completely unknown disease. The pressure and anxiety due to the prevailing uncertain situations, the control on the movement of individuals suggests that it may lead to many nervous and psychiatric disorders like suicidal behavior and may have a negative impact on the individual's mental health [4, 5]. In this pandemic situation reading the entire document related to the disease and understanding it completely may not be possible to all individuals. Medical document summarization techniques can be applied to get a brief but important point of the disease as a summary/overview of the disease which helps the global people to know well about the disease and cope up with the situation. In this paper, Summarization of the Covid Medical Information has been initiated and implemented. A fuzzy based integrated approach which was proposed by the authors and also it was observed to generate good quality summaries for clustered medical documents. The proposed integrated approach by the authors was followed in this paper to generate summaries for Covid Medical Information document. The generated summary was evaluated using ROUGE metric.

Key Words

Summarization, Fuzzy based integrated approach, ROUGE metric

Cite This Article

"CovMIS - APPLICATION OF FUZZY BASED INTEGRATED APPROACH TO SUMMARIZE COVID MEDICAL INFORMATION", International Journal of Emerging Technologies and Innovative Research (www.jetir.org), ISSN:2349-5162, Vol.8, Issue 10, page no.d213-d222, October-2021, Available :http://www.jetir.org/papers/JETIR2110325.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

"CovMIS - APPLICATION OF FUZZY BASED INTEGRATED APPROACH TO SUMMARIZE COVID MEDICAL INFORMATION", International Journal of Emerging Technologies and Innovative Research (www.jetir.org | UGC and issn Approved), ISSN:2349-5162, Vol.8, Issue 10, page no. ppd213-d222, October-2021, Available at : http://www.jetir.org/papers/JETIR2110325.pdf

Publication Details

Published Paper ID: JETIR2110325
Registration ID: 316154
Published In: Volume 8 | Issue 10 | Year October-2021
DOI (Digital Object Identifier):
Page No: d213-d222
Country: Visakhapatnam, Andhra Pradesh, India .
Area: Engineering
ISSN Number: 2349-5162
Publisher: IJ Publication


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