I am a Ph.D. Research Scholar from Department of Computer Science, University of Delhi. Currently, I am working under Prof. Vasudha Bhatnagar and Dr. Sharanjit Kaur in the field of Graph Analytics.
I am a member of the Network Science Lab lead by Prof. Vasudha Bhatnagar.
My research interests include Network Science, Graph Analytics, Data Analysis and Machine Learning. Currently, I am working on the problem of understanding Epidemic Dynamics in Networks.
Ph.D. in Computer Science• NOV 2018 - Present
Research Area : Graph Analytics, Network Science
Supervisors : Prof. Vasudha Bhatnagar and Dr. Sharanjit Kaur
M.Sc. in Computer Science• 2016 - 2018
Subjects : Data Mining, Network Science, Design and Analysis of Algorithms, DBMS, Compiler Design.
B.Sc. in Computer Science• 2012 - 2015
Subjects : Data Structues, Operating Systems, DBMS, Computer Networks, Theory of Computation, Artificial intelligence.
Class XII CBSE • 2011 - 2012
• January 2018 - June 2018
Analysis of large and dense networks is challenging because of the associated computational expense. Focusing on smaller and dense areas of the network is often preferred due to reasons like reduced computation in terms of both time and memory and better insights.
Created a Graph Sampling python package containing various techniques which samples the original graph according to the sizes.
• Kirti Jain, Vasudha Bhatnagar, Sadanand Parasad and Sharanjit Kaur (2022), Coupling Fear and Contagion for Modeling Epidemic Dynamics, IEEE Transactions on Network Science and Engineering (TNSE). DOI: 10.1109/TNSE.2022.3187775 (2022 IF: 5.033)
• Kirti Jain, Vasudha Bhatnagar, Sharanjit Kaur, Collective Behavior in Community-structured Network and Epidemic Dynamics, International Health Informatics Conference (IHIC), 2022, Accepted for Publication.
• Tutorial on 'Modeling Epidemic Dynamics through Contact Networks' in International Health Informatics Conference (IHIC 2022), Sri Sri University, Cuttack, Odisha, India, 15 May 2022.
• Conducted hands-on sessions on Network Science using Python at the Two Week Faculty Development Program on Recent Advances in Research Methodology on January 27, 2020 organized by Teaching Learning Centre, Ramanujan College and South Campus, University of Delhi.
• Presented a Case Study on Clustering in Workshop on 'Data Analytics using Python' organized by Data Analytics Club, DDU College, University of Delhi in association with Optizone (OR Society) on 7th March 2019. (Python script on Google Collaboratory)
• Conducted hands-on sessions on behalf of Network Science Lab at the Faculty Development Program on "Network Science: Foundation of Social Network Analysis" jointly organized by Teaching Learning Centre, Ramanujan College and Dept. of Computer Science during December 3-8, 2018. (Presentations and R scripts)