Dr. Sayani Ghosal

Educational Qualifications

• Ph.D.  in Computer Science & Engineering: NSUT East Campus (Formerly AIACTR), Affiliated to Guru Gobind Singh Indraprastha University, Delhi, India                                    Thesis: Social Media Text Analysis based on Soft Computing, Supervisor: Dr. Amita Jain, NSUT, Delhi

• M.Tech in Computer Science & Engineering: Indira Gandhi Delhi Technical University of Women, Delhi                                                                                                                                    Thesis:  Multi-Layer Aspect Rating Analysis with Fuzzy OWA Operator, Supervisor: Prof. Devendra Kumar Tayal, IGDTUW, Delhi

• B.Tech in Computer Science & Engineering: West Bengal University of Technology, West Bengal

Biography

Dr. Sayani Ghosal is working as Assistant Professor (Sr. Grade) in the Department of Computer Science & Engineering and Information Technology at Jaypee Institute of Information Technology (JIIT), Noida, Uttar Pradesh, India. She has completed her Ph.D. in computer science & engineering from Netaji Subhas University of Technology (East Campus) (Formerly, Ambedkar Institute of Advanced Communication Technologies and Research), Govt. of NCT of Delhi, India, affiliated to Guru Gobind Singh Indraprastha University, Delhi, India, in the field of Natural Language Processing. She qualified GATE and did her M.Tech in computer science & engineering from Indira Gandhi Delhi Technical University for Women, Delhi. She has completed her B.Tech in computer science & engineering from West Bengal University of Technology, West Bengal. Her research areas include natural language processing, Fuzzy Logic, soft computing, sentiment analysis and machine learning. She has taught many courses to computer science students which include Artificial Intelligence, Natural Language Processing, Machine Learning, Social Media Analytics and Cloud Computing. She had also participated in many Conferences, Faculty Development program and Workshops.

Work Experience

Academic Experience

• Assistant Professor (Senior Grade) at Jaypee Institute of Information Technology, Noida,  July 2024 to Till date
• Assistant Professor at KIET Group of Institutions, Ghaziabad July 2023 to June 2024
• Guest Faculty at Netaji Subhas University of Technology (CSE) from August 2022 to June 2023

Industry Experience

• Cognizant Technologies Solutions, Kolkata from June, 2010 to Feb, 2012 as Programmer Analyst
• HCL Technologies Ltd., Noida from Aug 2007 to Sept 2009 as Software Engineer

Interest Area(s)

• Natural Language Processing
• Soft Computing
• Machine Learning
• Artificial Intelligence

Publications

International Journal

• Sayani Ghosal, Amita Jain, (2023), “HateCircle and Unsupervised Hate Speech Detection incorporating Emotion and Contextual Semantic”, In ACM Transactions on Asian and Low-Resource Language Information Processing, Vol. 22, Issue. 4, No. 108, pp. 1-28, ACM Transaction (SCIE) https://doi.org/10.1145/3576913
• Sayani Ghosal, Amita Jain, Devendra Kumar Tayal, Varun G. Menon, and Akshi Kumar (2023) “Inculcating Context for Emoji Powered Bengali Hate Speech Detection using Extended Fuzzy SVM and Text Embedding Models”, In ACM Transactions on Asian and Low-Resource Language Information Processing, ACM Transaction (SCIE), https://doi.org/10.1145/3589001
• Sayani Ghosal, Amita Jain (2022) “Weighted Aspect Based Sentiment Analysis using Extended OWA Operators and Word2Vec for Tourism”, In Multimedia Tools and Applications, Vol. 82, pp. 18353–18380, Springer (SCIE) https://doi.org/10.1007/s11042-022-13800-4
• Sayani Ghosal, Amita Jain, Swati Sharma & Devendra Kumar Tayal (2021), “ARMLOWA: Aspect Rating Analysis with Multi-Layer Approach”, Progress in Artificial Intelligence, Vol. 10, pp. 505-516, Springer (ESCI) https://doi.org/10.1007/s13748-021-00252-4
• Sayani Ghosal, Amita Jain (2023) “CatRevenge: Towards Effective Revenge Text Detection in Online Social Media with Paragraph Embedding and CATBoost”, In Multimedia Tools and Applications, Springer (SCIE) https://doi.org/10.1007/s11042-024-18791-y

International Conference

• Sayani Ghosal, Amita Jain (2022) “Analysis of Misogynistic and Aggressive Text in Social Media with Multilayer Perceptron”, In International Conference on Emerging Technologies in Data Mining and Information Security, Vol. 1348, pp. 589–596, Springer AISC Series (Scopus) https://doi.org/10.1007/978-981-19-4676-9_51
• Sayani Ghosal, Amita Jain (2023), “Depression and Suicide Risk Detection on Social Media using fastText Embedding and XGBoost Classifier”, In International Conference on Machine Learning and Data Engineering, Vol. 218, pp. 1631- 1639, Elsevier, Procedia Computer Science (Scopus) https://doi.org/10.1016/j.procs.2023.01.141
• Sayani Ghosal, Amita Jain, Devendra Kumar Tayal (2023), “An Approach to Detect Abusive Content incorporating Word2Vec and Multilayer Perceptron”, In IEEE Bombay Section Signature Conference, IEEE (Scopus), https://doi.org/10.1109/IBSSC56953.2022.10037274
• Sayani Ghosal, Amita Jain (2024) “Target Specific Stance Detection from Social Media with Multilayer Perceptron”, In 7th International Conference on Innovative Computing and Communication , Springer LNNS Series (Scopus)

Book Chapter

• Sayani Ghosal, Amita Jain (2021), “Research Journey of Hate Content Detection From Cyberspace”. In Natural Language Processing for Global and Local Business, pp. 200-225, IGI Global. (Scopus) https://doi.org/10.4018/978-1-7998-4240-8.ch009

Conferences/ Workshops Attended 

• Five days FDP on Artificial Intelligence and Machine Learning by GI Ventures and NVIDIA, March 2024
• ATAL FDP on Deep Learning for Visual Computing by KIET Group of Institutions, Ghaziabad, January, 2024
• Workshop on Essential Mathematics for Data Science and Machine Learning by Chaitanya Bharathi Institute of Technology, Hyderabad, February, 2024
• Workshop on Emerging Educational Technologies for Multilingual Societies by Punjabi University Patiala, July, 2022
• Basic series of three days International Web of Science Training and Certification program, Sept, 2020
• Five days FDP on Natural Language Processing, jointly conducted by Providence College of Engineering and ICFOSS from 11th to 15th Aug, 2020
• International workshop on Reference Management using Mendeley, on 10th Aug,2020, organized by M.M. Institute CT and MCA, Haryana
• National workshop on Natural Language Processing, The state of Punjabi language technology, organized by S.D. Kanya Mahavidyalaya, Punjab, dated 28th July, 2020
• IEEE workshop on How to Publish a Technical Paper with IEEE at JNU, Delhi, on dated 13th Sept, 2019

Journal Reviewer

• Elsevier journal on Intelligent Systems with Applications (previously ESWA), 2023
• ACM on Transactions on Asian and Low-Resource Language Information Processing (TALLIP), 2023-2024
• Elsevier journal on Knowledge-Based Systems, 2024
• Springer journal on Artificial Intelligence Review, 2024
• Springer journal on The Journal of Supercomputing, 2024
• Springer journal on Scientific Reports, 2024 Springer journal on Cluster Computing, 2024