Working in Department of Computer Science and Engineering, Jadavpur University, Kolkata, India since January 2015, and currently submitted Ph.D.
Recently, exploring some new research problems using Data Science, Machine Learning, and Deep Learning in collaboration with some other researchers world-wide.
Natural Language Processing (NLP), Natural Language Understanding (NLU), Information Extraction (IE)
Data Science and Machine Learning (ML), and Deep Learning (DL)
Java, Python, C, C++, SQL, CoreNLP, NLTK, ML/ DL Libraries (Scikit-learn, Numpy, Pandas, Matplotlib, Seaborn, TensorFlow, Keras), etc.
· Fake news and rumor detection and prevention.
Multi-modal data (Meme) analytics, classification, and impact analysis
· Chatbot (Q & A) for the health industry
Please find my list of publications also in the links below.
Google Scholar: https://scholar.google.co.in/citations?user=-H9EnzcAAAAJ&hl=en&oi=ao ;
DBLP: https://dblp.org/pers/m/Mandal:Sourav.html ;
ResearchGate: https://www.researchgate.net/profile/Sourav_Mandal13 ;
2023
Das, Subhajit, Sourav Mandal, and Rohini Basak. "Spam email detection using a novel multilayer classification-based decision technique." International Journal of Computers and Applications (2023): 1-13 (Scopus).
Pattanaik, Barsha, Sourav Mandal, and Rudra M. Tripathy. "A survey on rumor detection and prevention in social media using deep learning." Knowledge and Information Systems (2023): 1-42, DOI: https://doi.org/10.1007/s10115-023-01902-w (SCIE, Scopus).
2022
Mondal, Avishek, Arnab Sardar, Rohini Basak, and Sourav Mandal. "A Novel Mask R-CNN based Approach to Brain Tumour Detection." International Journal of Intelligent Systems and Applications in Engineering 10, no. 3 (2022): 108-115 (Scopus).
Chowdhury, Swati, Swati Barui, Sagnik Mondal, Sourav Mandal, and Biswarup Neogi. "Sensing a Physical Object Gripping using Haptic Technology and Machine Learning Algorithms." Romanian Journal of Information Technology and Automatic Control 32, no. 2 (2022): 93-104, DOI: 10.33436/v32i2y202207 (ESCI).
Swagata Acharya, Sourav Mandal, Rohini Basak, “Solving Arithmetic Word Problems Using Natural Language Processing and Rule-Based Classification,” International Journal of Intelligent Systems and Applications in Engineering, Vol. 10, No. 1 (2022), 87-97, DOI: 10.18201/ijisae.2022.271 (Scopus).
2021
Mandal, Sourav, and Sudip Kumar Naskar. “Classifying and Solving Arithmetic Math Word Problems – an Intelligent Math Solver.” IEEE Transaction on Learning Technologies, Vol. 14, No. 1 (2021): 28-41, DOI: 10.1109/TLT.2021.3057805, IEEE, (SSCI, SCIE, Scopus), IF: 2.714 (2019).
2020
Mandal, Sourav, Sk Arif Ahmed, and Sudip Kumar Naskar. “Solving Arithmetic Word Problems: a Deep Learning Based Approach.” Journal of Intelligent & Fuzzy Systems, Vol. 39, No. 2 (2020): 2521-2531, DOI: 10.3233/JIFS-179911 (SCIE, Scopus), IF: 1.637 (2019).
2019
Mandal, Sourav, and Sudip Kumar Naskar. “Solving Arithmetic Word Problems by Object Oriented Modeling and Query-Based Information Processing.” International Journal on Artificial Intelligence Tools, Vol. 28, No. 4 (2019) 1940002 (23 pages), DOI 10.1142/S0218213019400025, World Scientific (SCIE, Scopus), IF: .849 (2018).
Available: https://www.worldscientific.com/doi/abs/10.1142/S0218213019400025
2018
Roy, Argha, Shyamali Guria, Suman Halder, Sayani Banerjee, and Sourav Mandal. “Summarizing Opinions with Sentiment Analysis from Multiple Reviews on Travel Destinations.” International Journal of Synthetic Emotions (IJSE) 9, no. 2 (2018): 111-120, DOI: 10.4018/IJSE.2018070107, IGI-Global, (ACM DL)
2017
Halder A, Paria A, Metya A, Senguapta S, Mandal S. “Building NLP Based Calculator” HIT Transaction on ECCN, 8,3, 2017, HIT (Google Scholar) Available: https://hithaldia.ac.in/eccn/paper/vol-3_1/8.pdf
2013
Mandal, Sourav, Sumanta Chatterjee, and Biswarup Neogi. "Diagnosis and troubleshooting of computer faults based on expert system and artificial intelligence." International Journal of Pure and Applied Mathematics 83, no. 5 (2013): 717-729, Academic Publications, Ltd (Scopus).
2011
Mandal S, Kandar S, Ray P. Open incremental model-A open source software development life cycle model (OSDLC). International Journal of Computer Applications. IJCA, 2011 May;21(1):33-9. (EBSCO, Crossref, Google Scholar)
Available: http://citeseerx.ist.psu.edu/viewdoc/download?doi=10.1.1.206.5683&rep=rep1&type=pdf
Kandar S, Mondal S, Ray P. A review of Open Source Software and Open Source Movement in Developing Countries. International Journal of Computer Science & Informatics, IJCSI 1, 1, 2011, (Google Scholar)
Available:
2023
Pal, S., Mandal, S., & Basak, R. (2023, January). Classification of Texts with Emojis to Classify Sentiments, Moods, and Emotions. In International Conference on Mathematics and Computing (pp. 275-291). Singapore: Springer Nature Singapore.
Harh, S., Mandal, S., Giri, D. (2023). Detection and Classification of Cyber Threats in Tweets Toward Prevention. In: Bhattacharyya, S., Koeppen, M., De, D., Piuri, V. (eds) Intelligent Systems and Human Machine Collaboration. Lecture Notes in Electrical Engineering, vol 985. Springer, Singapore. https://doi.org/10.1007/978-981-19-8477-8_8 (Scopus).
2022
Patra, D., Jana, B., Mandal, S., Sekh, A.A. (2022). Understanding Fake News Detection on Social Media: A Survey on Methodologies and Datasets. In: Sk, A.A., Turki, T., Ghosh, T.K., Joardar, S., Barman, S. (eds) Artificial Intelligence. ISAI 2022. Communications in Computer and Information Science, vol 1695. Springer, Cham. https://doi.org/10.1007/978-3-031-22485-0_21 (Scopus).
Mandal, S., Sekh, A.A., Naskar, S.K. (2022). Identification of Relevant Quantities in Arithmetic Word Problems Using Siamese Neural Network. In: Giri, D., Raymond Choo, KK., Ponnusamy, S., Meng, W., Akleylek, S., Prasad Maity, S. (eds) Proceedings of the Seventh International Conference on Mathematics and Computing . Advances in Intelligent Systems and Computing, vol 1412. Springer, Singapore. https://doi.org/10.1007/978-981-16-6890-6_31 (Scopus).
2020
Bhattacharjee, Debargha, Hariom, Sourav Mandal, and Sudip Kumar Naskar (2020). “A Simple Arithmetic Calculator to Solve Single Sentence Mathematical Word Problems.” In Recent Advances in Intelligent Information Systems and Applied Mathematics. ICITAM 2019. Studies in Computational Intelligence, Vol 863. Springer (SCI series), DOI: 10.1007/978-3-030-34152-7_39 (Scopus)
Available: https://link.springer.com/chapter/10.1007/978-3-030-34152-7_39
2018
Mandal, Sourav, and Sudip Kumar Naskar. “Solving Arithmetic Mathematical Word Problems: A Review and Recent Advancements.” In Information Technology and Applied Mathematics: ICITAM 2017 699 (2018): 95. Springer, DOI: 10.1007/978-981-10-7590-2_7, Springer (AISC series) (Scopus)
Available: https://link.springer.com/chapter/10.1007/978-981-10-7590-2_7
2015
Tilak Mukherjee, Sourav Mandal, “Performance Analysis of Integer Wavelet Transform in Image”, LAP Lambert Academic Publishing, Germany, ISBN-10: 3659774669, LAP Lambert Academic Publishing
2017
Mandal, Sourav, and Sudip Kumar Naskar. “Natural Language Programing with Automatic Code Generation towards Solving Addition-Subtraction Word Problems.” In Proceedings of the 14th International Conference on Natural Language Processing (ICON-2017), NLP Association of India, Jadavpur University, Kolkata, India, December 18-21, 2017, pp. 146-154. (ACL Anthology)
Available: https://www.aclweb.org/anthology/W17-7519/
Mandal, Sourav, and Sudip Kumar Naskar. “Towards generating object oriented programs automatically from natural language texts for solving mathematical word problems.” In International Conference on Applications of Natural Language to Information Systems (NLDB-2017), LiÃĺge, Belgium, June 21- 23, 2017, Proceedings, pp. 222-226. Springer, Cham, 2017, DOI: 10.1007/ 978-3-319-59569-6_26, (Scopus)
Available: https://link.springer.com/chapter/10.1007/978-3-319-59569-6_26
2012
Mandal, Sourav and Md. SM Hossein, “An Algorithm for Construction of Highly Infectious cDNA Colons". National Conference On Recent Trends in Mathematical Science and Their Applications (NCRTMSA), MITS, Rajasthan, November 5-6, 2012. MITS, Rajasthan .
1. 4th International Conference on Communication, Devices, and Computing (ICCDC2023), 1st Mar – 3rd March 2023, HIT, Haldia, India.
2. 7th International Conference on Mathematics and Computing ICMC 2021, 2nd March – 5th March 2021, IIEST, Shibpur, India.
3. 3rd International Conference on Engineering Mathematics and Computing (ICEMC 2020), 5th February – 7th February 2020, Haldia Institute of Technology, Haldia, India.
4. 7th International Symposium on Language & Knowledge Engineering (LKE 2019), 29th October – 31st October 2019, at Technological University Dublin, Tallaght Campus, Dublin, Ireland.
5. 2nd International Conference on Information Technology and Applied Mathematics (ICITAM 2019), 7th March – 9th March 2019, Haldia Institute of Technology, Haldia, India.
6. 14th International Conference on Natural Language Processing (ICON-2017), 18th December – 21st
December 2017, Jadavpur University, Kolkata, India.
7. International Conference on Information Technology and Applied Mathematics (ICITAM 2017), 30th
October – 1st November 2017, Haldia Institute of Technology, Haldia, India.
ICON 2017 at Kolkata, ICON2018 at Punjab, ICITAM 2017 at Haldia, ICITAM 2019 at Haldia, ICEMC 2020 at Haldia, ICMC 2020 at Sikkim, ICMC 2021, IIEST Shibpur, ICMC 2022 at VIT, Vellore, ISAI 2022 at CSI Kolkata, ICMC 2023 at Goa.
1. IEEE [Membership ID 93703233]
2. International Association of Engineers (IAENG) [Member Number: 217687]
3. International Society for Research and Development (ISRD) [Membership ID: M4150906352]