swati vitkar - Academia.edu (original) (raw)
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University of Belgrade, Faculty of Organizational Sciences
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Papers by swati vitkar
The nature of the Internet was constantly changing from a place used to read web pages to an envi... more The nature of the Internet was constantly changing from a place used to read web pages to an environment that allows end-users to run software applications. The need for education is increasing constantly and the development and the improvement of the e-learning solutions is necessary. Also, the e-learning systems need to keep the pace with the technology, so the new direction is to use cloud computing. Cloud computing is highly scalable and creates virtualized resources that can be made available to users. Cloud computing will have a significant impact on the educational environment in the future. Cloud computing is an excellent alternative for educational institutions which are especially under budget shortage in order to operate their information systems effectively without spending any more capital for the computers and network devices. Academic institutions take advantage of available cloud-based applications offered by service providers and enable their own students to perform...
Air and water pollution has become very common problem and it can be one of the factors affecting... more Air and water pollution has become very common problem and it can be one of the factors affecting human health. Because of the bad performance of the traditional modelling methods in prediction, in the present paper, the author adopt SMOreg to study the pattern of data, and also its future trend. The author proposes a novel method called SMOreg. The result shows that the new method improves the accuracy of prediction. This paper proposes a scalable, flexible, economic model which will be useful to identify the air and water pollution pattern and also show its future trend and it will also help to visualize environment data and extract meaningful patterns from the environment data so that it will allow the policy makers to take the remedial measures. Java based environment data mining systems enable Non Government Organizations or policy makers to fully exploit their environment analytical capacity when and where it is needed.
Health is of major concern among people. There are various factors which could affect human healt... more Health is of major concern among people. There are various factors which could affect human health. In this paper we propose a framework to analyze various environmental parameters like air and water pollutants and to understand their impact on human health. The study is confined to understand the diseases which may be caused by these parameters. The framework makes use of data mining techniques for the analysis of the data collected from different sources. The results are projected in maps using GIS technology. A case study is taken up to demonstrate the working of the framework.
The nature of the Internet was constantly changing from a place used to read web pages to an envi... more The nature of the Internet was constantly changing from a place used to read web pages to an environment that allows end-users to run software applications. The need for education is increasing constantly and the development and the improvement of the e-learning solutions is necessary. Also, the e-learning systems need to keep the pace with the technology, so the new direction is to use cloud computing. Cloud computing is highly scalable and creates virtualized resources that can be made available to users. Cloud computing will have a significant impact on the educational environment in the future. Cloud computing is an excellent alternative for educational institutions which are especially under budget shortage in order to operate their information systems effectively without spending any more capital for the computers and network devices. Academic institutions take advantage of available cloud-based applications offered by service providers and enable their own students to perform...
Air and water pollution has become very common problem and it can be one of the factors affecting... more Air and water pollution has become very common problem and it can be one of the factors affecting human health. Because of the bad performance of the traditional modelling methods in prediction, in the present paper, the author adopt SMOreg to study the pattern of data, and also its future trend. The author proposes a novel method called SMOreg. The result shows that the new method improves the accuracy of prediction. This paper proposes a scalable, flexible, economic model which will be useful to identify the air and water pollution pattern and also show its future trend and it will also help to visualize environment data and extract meaningful patterns from the environment data so that it will allow the policy makers to take the remedial measures. Java based environment data mining systems enable Non Government Organizations or policy makers to fully exploit their environment analytical capacity when and where it is needed.
Health is of major concern among people. There are various factors which could affect human healt... more Health is of major concern among people. There are various factors which could affect human health. In this paper we propose a framework to analyze various environmental parameters like air and water pollutants and to understand their impact on human health. The study is confined to understand the diseases which may be caused by these parameters. The framework makes use of data mining techniques for the analysis of the data collected from different sources. The results are projected in maps using GIS technology. A case study is taken up to demonstrate the working of the framework.