Analysis of Mining, Visual Analytics Tools and Techniques in Space and Time

Abstract

All living things are connected to the space and time, which really shows a necessity to improve their sophistication for leading a better life. Exploration and prediction in space and time has been the tough chore to the researchers and developers. Development in the technology helps to elevate the persevering difficulties. Two interdisciplinary approaches in the computer science that has become pre-eminent in the effective analysis of space and time are data mining and visual analytics. Visual analytics is one interactive user interface where we can explore and visualize the data using visual analytic tools. So, visual analytics with the complex data requires a competent approach for accuracy which is nevertheless a data mining process. But the real scenario is, techniques and tools are more developed but may not nail in terms of accuracy and speed for handling complex-and time-oriented data. The main cause of the dearth may be more new tools and techniques developed by more researchers are not deliberated. The mission of the research paper is to study the techniques and tools of data mining and visual analytic in space and time.