Sujata Joshi

Work place: Nitte Meenakshi Institute of Technology/Department of CSE, Bangalore, 560064, India

E-mail: sujata_msrp@yahoo.com

Website:

Research Interests: Data Mining, Data Structures and Algorithms

Biography

Sujata Joshi received the B.E. degree in Computer Science and Engineering from B.V.B. College of Engineering and Technology, Hubli in 1995 and M.Tech. in Computer Science and Engineering from M.S.Ramaiah Institute of Technology, Bangalore in 2007. At present working as Associate Professor in the Department of Computer Science and Engineering at Nitte Meenakshi Institute of Technology, Bangalore and pursuing Ph.D in the area of data mining under Visvesvaraya Technological University, Belagavi.

Author Articles
A Tool for Diabetes Prediction and Monitoring Using Data Mining Technique

By S. R. Priyanka Shetty Sujata Joshi

DOI: https://doi.org/10.5815/ijitcs.2016.11.04, Pub. Date: 8 Nov. 2016

Data mining is the process of analyzing different aspects of data and aggregating it into useful information. Classification is a data mining task generally used in medical data mining. The goal here is to discover new and useful patterns to provide meaningful and useful information for the users about the diabetes. Here a diabetes prediction and monitoring system is designed and implemented using ID3 classification algorithm. The symptoms causing diabetes are identified and are applied to the prediction model based on which the prediction is done. The monitoring module analyzes the laboratory test reports of the blood sugar levels of the patient and provides proper awareness messages to the patient through mail and bar chart.

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