Scope for Applications Management in India of Soft Computing in effective Classroom
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 ambia...
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| Format: | Article |
| Language: | English |
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Tanta University, Faculty of Education
2022-01-01
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| Series: | International Journal of Instructional Technology and Educational Studies |
| Subjects: | |
| Online Access: | https://ijites.journals.ekb.eg/article_204403_2f01bde2c10c05cfd4441f86dabdda42.pdf |
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| author | Souren Bhattacharya Subhasree Pal Parimal Sarkar |
| author_facet | Souren Bhattacharya Subhasree Pal Parimal Sarkar |
| author_sort | Souren Bhattacharya |
| collection | DOAJ |
| description | 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. |
| format | Article |
| id | doaj-art-e7edd28d0aad4b6484f1e6fa04603abd |
| institution | OA Journals |
| issn | 2682-3918 2682-3926 |
| language | English |
| publishDate | 2022-01-01 |
| publisher | Tanta University, Faculty of Education |
| record_format | Article |
| series | International Journal of Instructional Technology and Educational Studies |
| spelling | doaj-art-e7edd28d0aad4b6484f1e6fa04603abd2025-08-20T02:06:44ZengTanta University, Faculty of EducationInternational Journal of Instructional Technology and Educational Studies2682-39182682-39262022-01-0131162310.21608/ihites.2021.102740.1062204403Scope for Applications Management in India of Soft Computing in effective ClassroomSouren Bhattacharya0Subhasree Pal1Parimal Sarkar2Research Scholar, University of Technology, Jaipur, India.Research Scholar, Department of Education, NSOU, West Bengal, IndiaSchool of Education, NSOU, West Bengal, India.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.https://ijites.journals.ekb.eg/article_204403_2f01bde2c10c05cfd4441f86dabdda42.pdfclassroom managementmachine learningartificial neural networkfuzzy logicartificial intelligencegenetic algorithm |
| spellingShingle | Souren Bhattacharya Subhasree Pal Parimal Sarkar Scope for Applications Management in India of Soft Computing in effective Classroom International Journal of Instructional Technology and Educational Studies classroom management machine learning artificial neural network fuzzy logic artificial intelligence genetic algorithm |
| title | Scope for Applications Management in India of Soft Computing in effective Classroom |
| title_full | Scope for Applications Management in India of Soft Computing in effective Classroom |
| title_fullStr | Scope for Applications Management in India of Soft Computing in effective Classroom |
| title_full_unstemmed | Scope for Applications Management in India of Soft Computing in effective Classroom |
| title_short | Scope for Applications Management in India of Soft Computing in effective Classroom |
| title_sort | scope for applications management in india of soft computing in effective classroom |
| topic | classroom management machine learning artificial neural network fuzzy logic artificial intelligence genetic algorithm |
| url | https://ijites.journals.ekb.eg/article_204403_2f01bde2c10c05cfd4441f86dabdda42.pdf |
| work_keys_str_mv | AT sourenbhattacharya scopeforapplicationsmanagementinindiaofsoftcomputingineffectiveclassroom AT subhasreepal scopeforapplicationsmanagementinindiaofsoftcomputingineffectiveclassroom AT parimalsarkar scopeforapplicationsmanagementinindiaofsoftcomputingineffectiveclassroom |