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204403

Scope for Applications Management in India of Soft Computing in effective Classroom

Article

Last updated: 04 Jan 2025

OverviewSimilar Items

Subjects

-

Tags

Computers and Education
Educational Technology
Instructional technology

Abstract

The present paper throws light on how different unwanted situations and real-time problems in teaching-learning platforms, in-classroom ambiance, prediction about students' performance and success, probability of their retention can be addressed effectively and efficiently to create a positive ambiance for teaching as well as learning using soft computing in India. A classroom is a place where the bricks of the future foundation of any child are built. Therefore, a lot of things are closely associated with classroom management. Where the general age-old system fails to diagnose, Soft Computing emerges as the only way to detect, analyze and solve the problem with utmost excellence and adequacy. Soft Computing is a branch of science in which thinking, reasoning, and ratiocination are been considered tools to address the real problems in the real classroom scenario. It is a package where machine learning, genetic algorithms, artificial neural network analysis, fuzzy logic, etc. are used to bring out the utmost learning outcomes in a classroom. The atmosphere in which a student learns, the learning environment where the seed of knowledge is sowed, the teaching and behavior of the teacher which is like nourishing sunshine that helps the process of synthesizing knowledge are the backbones of any learning system. Soft computing has the potential to address the issues.

DOI

10.21608/ihites.2021.102740.1062

Keywords

classroom management, Machine Learning, artificial neural network, Fuzzy Logic, artificial intelligence, Genetic Algorithm

Authors

First Name

Souren

Last Name

Bhattacharya

MiddleName

-

Affiliation

Research Scholar, University of Technology, Jaipur, India.

Email

sbhattacharya1977@gmail.com

City

Ranaghat

Orcid

0000-0001-6737-6852

First Name

Subhasree

Last Name

Pal

MiddleName

-

Affiliation

Research Scholar, Department of Education, NSOU, West Bengal, India

Email

subhoriddhipal2010@gmail.com

City

Ariadaha

Orcid

-

First Name

Parimal

Last Name

Sarkar

MiddleName

-

Affiliation

School of Education, NSOU, West Bengal, India.

Email

srkprml@gmail.com

City

Kalyani

Orcid

-

Volume

3

Article Issue

1

Related Issue

28271

Issue Date

2022-01-01

Receive Date

2021-10-25

Publish Date

2022-01-01

Page Start

16

Page End

23

Print ISSN

2682-3918

Online ISSN

2682-3926

Article File

IHITES_Volume 3_Issue 1_Pages 16-23.pdf

PDF . 962.7kB

Link

https://ijites.journals.ekb.eg/article_204403.html

Detail API

https://ijites.journals.ekb.eg/service?article_code=204403

Order

4

Type

Original Article

Type Code

1,128

Publication Type

Journal

Publication Title

International Journal of Instructional Technology and Educational Studies

Publication Link

https://ijites.journals.ekb.eg/

MainTitle

Scope for Applications Management in India of Soft Computing in effective Classroom

Details

Type

Article

Created At

22 Jan 2023