BSc. in Zoology, Tangla College, Gauhati University, 2003
MLISc. in Library & Information Science, University Classes, Gauhati University, 2005
PhD. in Humanities and Social Sciences, Central Institute of Technology, 2024.
NET for Assistant Professor in Library & Information Science, UGC, 10th November, 2014
RESEARCH, TEACHING, or OTHER INTERESTS
Library and Information Sciences, Social Sciences, Computer Science, Artificial Intelligence
2
Scopus Publications
31
Scholar Citations
3
Scholar h-index
2
Scholar i10-index
Scopus Publications
FAVORITE BOOK PREDICTION SYSTEM USING MACHINE LEARNING ALGORITHMS Dersin Daimari, Subhash Mondal, Bihung Brahma, Amitava Nag Journal of Applied Engineering and Technological Science, 2023 Recent years have seen the rapid deployment of Artificial Intelligence (AI) which allows systems to take intelligent decisions. AI breakthroughs could radically change modern libraries' operations. However, introducing AI in modern libraries is a challenging task. This research explores the potential for smart libraries to improve the caliber of user services through the use of machine learning (ML) techniques. The proposed work investigates machine learning methods such as Random Forest (RF) and boosting algorithms, including Light Gradient Boosting Machine (LGBM), Histogram-based gradient boosting (HGB), Extreme gradient boosting (XGB), CatBoost (CB), AdaBoost (AB), and Gradient Boosting (GB) for the task of identifying and classifying Favorite books and compares their performances. Comprehensive experiments performed on the publicly available dataset (Art Garfunkel's Library) show that the proposed model can effectively handle the task of identifying and classifying Favorite books. Experimental results show that LGBM has achieved outstanding performance with an accuracy rate of 94.9367% than Random Forest and other boosting ML algorithms. This empirical research work takes advantage of AI adoption in libraries using machine learning techniques. To the best of our knowledge, we are the first to develop an intelligent application for the modern library to automatically identify and classify Favorite books
A Machine Learning Based Book Availability Prediction Model for Library Management System Library Philosophy and Practice, 2021
RECENT SCHOLAR PUBLICATIONS
Artificial Intelligence in Smart Library: Developing a Machine Learning Prediction Model D Daimari, A Nag, B Brahma, S Mondal IASLIC Bulletin 68 (1), 47-54 , 2023 2023
Sources of Information and Knowledge D Daimari Souvenir: Silver Jubilee Bodofa U. N. Brahma College , 2023 2023
Favorite book prediction system using machine learning algorithms D Daimari, S Mondal, B Brahma, A Nag J. Appl. Eng. Technol. Sci 4 (2), 983-991 , 2023 2023 Citations: 14
Internet of Things Based Smart Library D Daimari, A Nag, B Brahma International Conference of Agricultural Librarians & Users Community … , 2022 2022
A machine learning based book availability prediction model for library management system D Daimari, M Narzary, N Mazumdar, A Nag Library Philosophy and Practice 4982 , 2021 2021 Citations: 12
Library on Demand: A Quality Library Service D Daimari What Next in Libraries? Trends, Space and Partnerships , 2021 2021
Design and development of green technology in libraries: A proposed model for Central Library of Central Institute of Technology Kokrajhar D Daimari Research Guru: Online Journal of Multidisciplinary Subjects 12 (3), 232-236 , 2018 2018 Citations: 4
Application of Modern Tools and Technology in Preparation and Use of Cataloguing in Special Libraries of IIE, IIBM, NIPCCD, NIRD (NERC), AIRTSC in Guwahati D Daimari Applications of Modern Tools and Technology in Library Services , 2017 2017
Transformation of Libraries D Daimari 1st International Conference on Transforming Library 2017, 836-840 , 2017 2017 Citations: 1
Empowerment of Women in Library and Information Science Profession D Daimari Chinakya- A Research Journal on Humanities and Social Science , 2015 2015
Quality of ICT Based Library Services: A Case Study of Central Library at Central Institute of Technology in Kokrajhar D Daimari Proceedings of International Seminar on Application of Communication and … , 2014 2014
MOST CITED SCHOLAR PUBLICATIONS
Favorite book prediction system using machine learning algorithms D Daimari, S Mondal, B Brahma, A Nag J. Appl. Eng. Technol. Sci 4 (2), 983-991 , 2023 2023 Citations: 14
A machine learning based book availability prediction model for library management system D Daimari, M Narzary, N Mazumdar, A Nag Library Philosophy and Practice 4982 , 2021 2021 Citations: 12
Design and development of green technology in libraries: A proposed model for Central Library of Central Institute of Technology Kokrajhar D Daimari Research Guru: Online Journal of Multidisciplinary Subjects 12 (3), 232-236 , 2018 2018 Citations: 4
Transformation of Libraries D Daimari 1st International Conference on Transforming Library 2017, 836-840 , 2017 2017 Citations: 1
Artificial Intelligence in Smart Library: Developing a Machine Learning Prediction Model D Daimari, A Nag, B Brahma, S Mondal IASLIC Bulletin 68 (1), 47-54 , 2023 2023
Sources of Information and Knowledge D Daimari Souvenir: Silver Jubilee Bodofa U. N. Brahma College , 2023 2023
Internet of Things Based Smart Library D Daimari, A Nag, B Brahma International Conference of Agricultural Librarians & Users Community … , 2022 2022
Library on Demand: A Quality Library Service D Daimari What Next in Libraries? Trends, Space and Partnerships , 2021 2021
Application of Modern Tools and Technology in Preparation and Use of Cataloguing in Special Libraries of IIE, IIBM, NIPCCD, NIRD (NERC), AIRTSC in Guwahati D Daimari Applications of Modern Tools and Technology in Library Services , 2017 2017
Empowerment of Women in Library and Information Science Profession D Daimari Chinakya- A Research Journal on Humanities and Social Science , 2015 2015
Quality of ICT Based Library Services: A Case Study of Central Library at Central Institute of Technology in Kokrajhar D Daimari Proceedings of International Seminar on Application of Communication and … , 2014 2014
