Supriyo Mandal
Assistant Professor II
Dr. Supriyo Mandal is currently working as an Assistant Professor (II) in School of Computer Engineering, KIIT University, Bhubaneswar. Before joining at KIIT University, he worked as an Assistant Professor in School of Computer Science Engineering and Technology, Bennett University. He also worked as a Post-doctoral Research Fellow at ZBW - Leibniz Information Centre for Economics, Kiel University, Germany. He did his Ph.D. at the Department of Computer Science and Engineering, IIT Patna in 2022 and M.Tech from IIEST, Shibpur. His research interest lies in Recommender Systems , E-commerce , Social Network Analysis with Machine learning and Deep learning approach.
Profile Links
Email :
[email protected]
Google Scholar :
https://scholar.google.com/citations?user=XWochMAAAAAJ&hl=en
Social Links
Recommender Systems , E-commerce , Social Network Analysis
Awards & Honours
Selected for National Fellowship for the year 2016-17 by University Grants Commission (UGC), India. Reviewer at WWW, IJCNN, ICONIP, IEEE Transactions on Computational Social Systems, The Journal of Supercomputing, Neural Processing Letters.
1.Supriyo Mandal and Abyayananda Maiti. Rating prediction with review network feedback: A new direction in recommendation. IEEE Transactions on Computational Social Systems, volume 9 (3), pages 740 - 750, IEEE, 2021.
2.Supriyo Mandal and Abyayananda Maiti. Network promoter score (neps): An indicator of product sales in e-commerce retailing sector. Electronic Markets, volume 32 (3), pages 1327-1349, Springer, 2022.
3.Supriyo Mandal and Abyayananda Maiti. Explicit feedback meet with implicit feedback in gpmf: a generalized probabilistic matrix factorization model for recommendation. Applied Intelligence, volume 50(6), pages 1955–1978. Springer, 2020.
4.Supriyo Mandal and Abyayananda Maiti. Deep collaborative filtering with social promoter score-based user-item interaction: a new perspective in recommendation. Applied Intelligence, volume 51(11), pages 7855–7880. Springer, 2021.
Conferences Papers
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1.Supriyo Mandal and Abyayananda Maiti. Heterogeneous trust-based social recommendation via reliable and informative motif-based attention. In IEEE International Joint Conference on Neural Network (IJCNN). IEEE, 2022.
2.Supriyo Mandal and Abyayananda Maiti. Graph neural networks for heterogeneous trust based social recommendation. In IEEE International Joint Conference on Neural Network (IJCNN). IEEE, 2021.
3.Supriyo Mandal and Abyayananda Maiti. Explicit feedbacks meet with implicit feedbacks: a combined approach for recommendation system. In International Conference on Complex Networks and their Applications, pages 169–181. Springer, Cham, 2018."