Dr. Somya Jain

Education

• Ph.D. (Computer Science), from JIIT, Noida 2022.
• M.Tech. (Information Systems), Aug 2011 – Aug 2013 from NSIT, Delhi University, Delhi.
• B.Tech (Computer Science), from Kurukshetra University, 2006-2010.

Biography

Dr. Somya Jain is working as an Assistant Professor (Sr. grade) in Computer Science and Engineering & IT Department of Jaypee Institute of Information Technology.  She is having academic experience of 11+ years. She has taught many subjects like Software Engineering, Software development fundamentals, Computer Networks, Data Mining and web Algorithms, Soft Computing, Software Quality, Social Networks Analysis, Information Retrieval and Data Mining. She had also participated and coordinated in many Conferences, Faculty Development program and Workshops.

Interest Area(s)

• Social network Analysis, Software Engineering, Data Mining and Computer Networks.

Work Experience

Teaching Experience:

• Presently working as an Assistant Professor in the Department of Computer Science & Information Technology at Jaypee Institute of Information Technology (JIIT), Sector 62, Noida from 08-07-2013 to till date.

Publications

International Journals

• Somya Jain, and Adwitiya Sinha. "Deep learning intelligence for influencer-based topological classification for online social networks." International Journal of Innovative Computing and Applications 14, no. 4 : 211-219, 2023 [Scopus Indexed] (doi: https://dx.doi.org/10.1504/IJICA.2023.134212)
• Somya Jain, and Adwitiya Sinha. “TriBeC: Identifying Influential Users on Social Networks with Upstream and Downstream Network Centrality.” International Journal of General Systems 52 (3): 275–96, 2023 [Scopus, SCIE Indexed, Impact Factor: 2] (doi:10.1080/03081079.2023.2194642)
• Somya Jain, Adwitiya Sinha. “Discovering influential users in social network using weighted cumulative centrality”, Concurrency and Computation: Practice and Experience, Wiley, Vol. 34, issue 1, pp.1-20, 2021 [Scopus, SCIE Indexed, Impact Factor: 1.536] (ISSN: 1532-0634) (doi: 10.1002/cpe.6521) (H-Index: 67)
• Somya Jain, Adwitiya Sinha, “Identification of Influential Users on Twitter: A novel weighted correlated influence measure for Covid-19,” Chaos, Solitons & Fractals, Elsevier, volume 139, no. 110037, pp. 1-8, 2020 [Scopus, SCI Indexed, Impact Factor: 5.944] (ISSN: 0960-0779) (UGC Listed) (doi: 10.1016/j.chaos.2020.110037) (H-Index: 132)
• Somya Jain, Adwitiya Sinha, “Social Network Sustainability for Transport Planning with Complex Interconnections,” Sustainable Computing: Informatics and Systems, Elsevier, Vol. 24, No. 100351, pp. 1-9, 2019 [SCIE, Scopus Indexed, Impact Factor: 4.028] (ISBN: 2210-5379) (UGC:22299) (doi: 10.1016/j.suscom.2019.100351) (H-Index: 20)
• Kritika Jain, Ankit Garg, and Somya Jain. "Reconstructing Diffusion Model for Virality Detection in News Spread Networks." In Research Anthology on Fake News, Political Warfare, and Combatting the Spread of Misinformation, pp. 98-111. IGI Global, 2021. [Scopus Indexed] (ISSN 21801843)
• Ankita Wadhwa, Somya Jain, and Chetna Gupta. "An Effective Precision Enhancement Approach to Estimate Software Development Cost: Nature Inspired Way." Journal of Telecommunication, Electronic and Computer Engineering (JTEC) 9, no. 3 (2017): 85-91. [Scopus Indexed] (ISSN 21801843)
• Somya Jain, and M. P. S. Bhatia. "Performance investigation of support vector regression using meteorological data." International journal of database theory and application 6, no. 4 (2013): 109-118. (ISSN 20054270)(UGC-CARE)
• Somya Jain, and D. Aggarwal. "Performance Evaluation of Routing Protocols for MAC Layer Models." IOSR Journal of Computer Engineering (IOSR-JCE) e-ISSN (2013).
• D. Aggarwal, and Somya Jain. "Understanding the role of emotions, usability components and design features in HCI." International Journal on Recent and Innovation Trends in Computing and Communication 2, no. 8: 2522-2525

International Conferences:

• Somya Jain, Puneet Jaiswal, Arpit Jain, Adwitiya Sinha, and Ankita Gupta. "Analyzing Influential Impact of Online Trends on Social Media Channels." In 2022 8th International Conference on Signal Processing and Communication (ICSC), pp. 49-53. IEEE, 2022.(doi: 10.1109/ICSC56524.2022.10009477.)
• D. Singh, L. Kumar, S. Jain and S. Garg, "Analyzing Diffusion Process in Signed Networks," 2022 1st International Conference on Informatics (ICI), 2022, pp. 148-152, doi: 10.1109/ICI53355.2022.9786898.
• Paras Chaudhury, Somya Jain, Adwitiya Sinha, “Sustainable Approach for Forest Fire Prediction,” In Proceedings of International Conference on Futuristic Trends in Networks and Computing Technologies, Springer, Singapore, pp. 456-469, 1-6, 2019(doi: 10.1007/978-981-15-4451-4_36) (Scopus Indexed) (ISSN: 978-981-15-4451-4) (H-Index: 4)
• Singh, Divya, Lakshay Kumar, and Somya Jain. "User Reputation Analysis for effective Trading on Bitcoin Network." In 2019 Twelfth International Conference on Contemporary Computing (IC3), pp. 1-5. IEEE, 2019. (doi: 10.1109/IC3.2019.8844874) (Scopus Indexed) (H-Index: 17)
• Jain S., Sinha A., “Discovering Social Influences for Media Dynamics”, IEEE International Conference on Computing for Sustainable Global Development, pp 1-4, 2018 [Scopus Indexed] (ISSN 0973-7529)
• Meghna Chhabra, Sumit Garg, Harsh Goyal, and Somya Jain. "Spatial Dissemination of Trends along with resolution of multifaceted entities." In Proceedings of 3rd International Conference on Internet of Things and Connected Technologies (ICIoTCT), pp. 26-27. 2018. (doi: http://dx.doi.org/10.2139/ssrn.3166092) [Scopus Indexed]
• Rishab Batra, Prabhat Khare, and Somya Jain. "Determine Extremist Videos on Social Media." In Proceedings of 3rd International Conference on Internet of Things and Connected Technologies (ICIoTCT), pp. 26-27. 2018. (doi: http://dx.doi.org/10.2139/ssrn.3166090) [Scopus Indexed]
• Megha Agarwal, and Somya Jain. "Image Classification for Underage Detection in Restricted Public Zone." In 2018 IEEE 8th International Advance Computing Conference (IACC), pp. 355-359. IEEE, 2018. (doi: 0.1109/IADCC.2018.8692093) [Scopus Indexed]
• Suyash Somani, and Somya Jain. "Resolving identities on Facebook and Twitter." In 2017 Tenth International Conference on Contemporary Computing (IC3), pp. 1-3. IEEE, 2017. (doi: 10.1109/IC3.2017.8284354)[Scopus Indexed]

Book Chapters:

• Paras Chaudhary, Adwitiya Sinha, and Somya Jain. "Sustainable Computing—An Overview." Advanced Computational Techniques for Sustainable Computing (2022): 1-19. [Scopus Indexed] (ISBN: 9781522550976)
• Somya Jain, Adwitiya Sinha, “Social Network Analysis: Tools, Techniques, and Technologies,” In Book: Social Network Analytics for Contemporary Business Organizations, IGI Global, pp. 1-18, 2018 [Scopus Indexed] (ISBN: 9780367495220)

Conferences/ Workshops Attended

• Participated in online FDP on “Autonomus AI for Sustainable Development” during 03.06.2024 to 08.06.2024 organised by department of CSE/IT, JIIT NOida-62.
• Participated in one week online FDP on “Statistical and Computational Methods for Decision Making” during 17.07.2023 to 22.07.2023 organised by department of Mathematics, JIIT NOida-62.
• Participated in online FDP on “DevOps: Tools & Techniques” during 26.12.2022 to 31.12.2022 organised by department of CSE/IT, JIIT NOida-62.
• Participated in online FDP on “Grapg Analytics Application(GAA)” during 25.07.2022 to 31.07.2022 organised by department of CSE/IT, JIIT NOida-62.
• Participated in online FDP on “Green IoT for Sustainable Development” during 13.06.2022 to 17.06.2022 organised by department of CSE/IT, JIIT NOida-62.
• Attended 2 days online workshop on “Classical Machine Learning models in R” from 19.09.2020 to 20.09.20 organised by Progression Alas.
• Participated in 6 days FDP ON “Innovation and Trends in Software Engineering” during 07.06.21 to 12.06.21 Organised by department of CSE/IT, JIIT NOida-62.
• Participated in AICTE-ISTE approved Orientation/Refresher programme on “Cyber Security” during 06.04.2021 to 10.04.2021 organised by LNM Institute of Information Technology, Jaipur Rajasthan.
• Organized & Conducted Special Session Chairperson for Invited Special Session on “Social Intelligence & Sustainability,” Springer International Conference on Artificial Intelligence & Applications, Maharaja Surajmal Institute of Technology, New Delhi, 2020 (7th, 8th February 2020)
• Participated in a one-week online Faculty Development Program (FDP) on "Data Analysis using Statistical Tools", organized by Jaypee Business School, a constituent of Jaypee Institute of Information Technology, Noida from 13-18 September, 2021.
• Participated in a one-week online faculty development program on “Recent Trends of Artificial Intelligence  in Electronics Devices and Systems” organized by the Department of Electronics and Communication Engineering, JIIT, Noida from 19th July to 24th July 2021.
• Participated in 3 days workshop on “Big Data Systems, Tools, and Applications” during 17-19 December, 2018 at JIIT, Sector-62, Noida.
• Participated in National workshop on “Author Workshop on Research Paper Writing" during 19-20 January, 2018 at JIIT, Sector-62, Noida.
• Participated in 2 days National workshop on Computational Intelligence (NWCI) in December, 2017.
• Participated in 2 day workshop on Research paper writing and publishing at JIIT, NOIDA in 2016.
• Attended 3 days International Conference on “Contemporary Computing IC3” sponsored by IEEE at JIIT, Noida in 2016-2018
• Participated in 3 days National workshop on Computational Intelligence (NWCI) in 2016.
• Attended 3 days International Conference on “Contemporary Computing IC3” organized by JIIT and University of Florida, at JIIT Noida in 2015.
• Attended and delivered a talk in 6 days FDP on “Emerging Trends in Computing Education” at JIIT, Noida in 2015.
• Attended FDP on “Project and Risk Management” at Cognizant, Gurgaon.
• Attended workshop on “Plagiarism & Reference Management Using Mendley” at JIIT, Noida in 2015.
• Attended 6 days FDP on “Functional Analysis and its Applications” at JIIT, Noida in 2015.
• Attended workshop on “Advanced Optimization Techniques” at JIIT, Noida in 2014.
• Attended 3 days International Conference on “Contemporary Computing IC3 organized by JIIT and University of Florida, at JIIT Noida in 2014.
• Participated in 3 days conference on “IEEE International Symposium on Signal processing & Information Technology” in 2014.
• Attended 6 days FDP on Embedded System at JIIT, Noida in 2014.
• Attended 3 days International Conference on “Contemporary Computing IC3” organized by JIIT and University of Florida, at JIIT Noida in 2013.
• Participated in the workshop, “Conducting Design Science Research in information Technology” at NSIT, New Delhi in 2011.
• Participated & presented a paper in National conference on “Recent Trends in Computer & Information Technology” in 2009.