Ms. Sushmita Singh
Assistant Professor - I
-
Qualification
M.Tech
-
College/University
Jc Bose University Of Science And Technology, Ymca, Faridabad
Faculty member in Computer Science and Engineering with research interests in data analysis, graph analytics, graph embedding, dynamic knowledge graphs, and predictive modelling for chronic disease risk analysis, particularly diabetes. Engaged in interdisciplinary research and the development of data-driven solutions for early disease prediction and healthcare management.
Education:
Ph.D. (Computer Science Engineering (pursuing)), M.Tech (Information Technology), B.Tech (Computer Science)
Research:
- Research interests primarily focus on risk analysis and prediction of chronic diseases using graph analytics, with a particular emphasis on diabetes. The work involves applying graph-based data analytics, dynamic knowledge graphs, and predictive modelling techniques to identify risk factors, analyse relationships among clinical variables, and support the early prediction and management of diabetes.
Publications:
- Evaluating Diabetes dataset for Knowledge Graph Embedding based Link Prediction, Data Knowledge and Engineering, Elsevier, 2025 (SCIE, SCOPUS)
- Handling heterogeneous data in knowledge graphs: A Survey, Journal of Web Engineering, River Publishers, 2022 (SCIE, SCOPUS)
- Sense based indexing of hidden web using ontology, IJAERD, 2018 (UGC)
- Ontology based indexing of Hidden web: Review, IJECS, 2016
- Published dataset
- Title: Diabetes Knowledge Graph Dataset.”
- Published on Kaggle 2025
- Publicly released a healthcare knowledge graph dataset for chronic disease analytics, semantic healthcare research, and AI-driven risk prediction applications.
Research Interests
- Knowledge graphs, Link prediction, Graph data analytics, Graph embeddings, Healthcare data analytics.
- Books/ Book Chapters :
- Role of Knowledge Graphs in Analyzing Epidemics and Health Disasters, Global
- Healthcare Disaster: Predicting the unpredictable with emerging technologies, Apple
- Academic Press, CRC press, Taylor & Francis group, ISBN: 9781774910047
- Conferences :
- Challenges in constructing a knowledge graph from text-based documents, International Conference on Integrated Circuits, Communication and Computing systems (ICIC3S-2024) (SCOPUS)
- Medical expert system using knowledge graph, 5th International Conference on Soft Computing and its engineering applications (icSoftComp2023) (SCOPUS)
Teaching interests :
- Data Structures
- Operating systems
- Cryptography
- Graph data analysis
- Work Experience : 03 years
- B.Tech. in Civil Engineering ( B.Tech CE)
- B.Tech. in Computer Science and Engineering( B.Tech CSE)
- B.Tech. in Electronics and Communication Engineering ( B.Tech ECE)
- B.A. (Hons.) Psychology
- BA LL.B (Hons.)
- B.Sc. (Hons.) Agriculture
- M.Sc. Agriculture
- Ph.D SoAS Full Time
- Ph.D SoAS Part Time
- M.Tech in Aerospace Engineering
- B.Sc. (Hons. *) Forensic Science
- B.Sc. (Hons. *) Microbiology
- B.Sc. (Hons. *) Biotechnology
- B. Tech. in Electronics and Communication Engineering with Specialization in Biomedical Engineering in Association with BOSCH
- Bachelor of Computer Application – Cyber Security in association with CompTIA
- Bachelor of Computer Application – AI & ML –in association with Microsoft CloudThat
- M.Sc. - Forensic Science
- M.Sc. - Microbiology
- M.Sc. - Biotechnology
- Ph.D SoES Full Time
- Ph.D SoES Part Time
- BBA LL.B (Hons.)
- LLB (Hons.)
- LLM
- Ph.D Full Time
- Ph.D Part Time
- BBA (Hons.) in Hospitality Management
- Master of Business Administration (MBA)
- MBA in Agriculture Business Management *Offered by the School of Management
- BA (Hons.) in Culinary Arts
- MBA in Hospitality & Tourism *Offered by the School of Management
- Ph.D SoHT Full Time
- Ph.D SoHT Part Time
- Bachelor of Business Administration (BBA)
- Bachelor of Commerce (B.com)
- Ph.D SOM Full Time
- Ph.D SOM Part Time
- Bachelor of Pharmacy
- Master of Pharmacy in Pharmaceutics
- Master of Pharmacy in Pharmacology
- Masters of Pharmacy in Pharmacognosy
- Bachelor of Physiotherapy
- Master of Physiotherapy (Musculoskeletal Sciences / NeuroSciences)
- Master of Arts in Psychology
- Ph.D in Psychology Full Time
- Ph.D in Psychology Part Time
- B.Tech Fire and Safety Engineering
- M.Tech Health, Safety & Environmental Engineering (Full time)
- M.Tech Health, Safety & Environmental Engineering (Part-time)
- M.Tech Environmental Engineering
- M.Tech Environmental Engineering
- Ph.D CFE FT
- Ph.D CFE PT
- MBA - (ESG & Sustainability Management) *Offered by the School of Management
- Advance Diploma In Industrial Safety
- Certificate in ESG & Sustainability
- B.Sc. (Hons.) Clinical Psychology
- Professional Diploma in Clinical Psychology
- Master of Arts in Clinical Psychology**
- B.Sc. Nursing (Bachelor of Science in Nursing)
- Ph.D SoHAS Full Time
- Ph.D SoHAS Part Time
- Bachelor of Optometry (B.Optom)
- Master of Optometry (M.Optom)
- B.Tech. – CSE (Artificial Intelligence & Machine Learning) – with Curriculum Aligned to NVIDIA Deep Learning Institute (DLI)
- B.Tech in Artificial Intelligence and Data Science with Curriculum Aligned to NVIDIA Deep Learning Institute (DLI)
- B.Tech. – CSE (Cyber Security) – with Curriculum Aligned to CompTIA
- B.Tech Electronics and Communication Engineering
- B.Tech. – Mechanical Engineering (Specialization in Electric Vehicles) – iCAT
- B.Tech Aerospace Engineering
- B.Tech Aerospace Engineering with Pathway to Pilot Program
- M. Tech in Aerospace Engineering
- B.Des. (Hons.) Fashion Design & Technology
- B.Des. (Hons.) Communication Design
- B.Des. (Hons.) Interior Architecture & Design
- M.Design - Interior Architecture & Design
- Ph.D Design
- M.Sc. in Agriculture (Agronomy)
- M.Sc. in Agriculture (Genetics and Plant Breeding)
- M.Sc. in Horticulture (Vegetable Science)
- M.Sc. in Agriculture (Agricultural Extension Education)
- M.Sc. Floriculture & Landscaping
- B.Tech in Energy Engineering
- M.Tech in Renewable Energy Engineering
- Ph.D in Energy Engineering
- Ph.D in Aerospace Engineering
- B. Tech Electronics and Communication Engineering (with specialization in VLSI Design and Technology in Association with BOSCH)
- Diploma in Culinary Arts (Jan)
- Diploma in Pastry Arts (Jan)
- B.A. (Hons.) Liberal Arts
- M.Design - Communication Design
- M.Design – Product & Service Design
- B.Des. (Hons.) Animation & Film Making
- M.Design - Fashion Design & Technology
- B.Des. (Hons.) Product & Service Design
- B.Sc. Aviation in association with Redbird Aviation – CPL
- Bachelor of Computer Application - Data Science in Association with Microsoft CloudThat
- MCA (Master of Computer Applications)
- MCA (Master of Computer Applications) Data Science - NVIDIA
- MCA (Master of Computer Applications) Generative AI- NVIDIA
- Diploma in Culinary Arts ( Aug)
- Diploma in Pastry Arts ( Aug)
- M.A. (Political Science)
- B.Tech. - (Bachelor of Technology) - Energy Engineering
- M.Tech in Nuclear Engineering
- Master of Technology - Renewable Engineering
- B.Tech. in Electronics and Communication Engineering with Specialization in Quantum Technology
- B.Tech. in Computer Science and Engineering With Specialization in Quantum Computing
- Master of computer application (cyber security) - in collaboration with CompTIA
- Master of computer Applications (Blockchain Technologies)
- Post Graduate Diploma in Clinical Embryology*
- Bachelor of Medical Radiology and Imaging Technology (BMRIT)
- M.Tech in Computational Mechanics
- MBA in Aviation Management
- MBA in Energy Management
- Bachelors in Medical Laboratory Sciences (BMLS)
- B.Sc. Cardiovascular Technology (CVT)
- Integrated M.Sc. in Clinical Embryology
- M.Sc. in Clinical Embryology
- Master of Public Health (MPH)
- B Tech in Mechanical Engineering (specialization in Electric Vehicles)
- B.Tech. in Biotechnology
- B.Tech. Environmental Engineering
About Us