Interactive visualisation for sensitivity analysis: Applied to Real Estate Prediction System - Softcover

Da'ana, Massara

 
9783659574870: Interactive visualisation for sensitivity analysis: Applied to Real Estate Prediction System
Softcover
ISBN 10: 3659574872 ISBN 13: 9783659574870
Publisher: LAP LAMBERT Academic Publishing, 2014

Synopsis

In this book, the author shows how to overcome one of the major drawbacks for traditional sensitivity analysis, the absence of user interaction with sensitivity analysis, by introducing visual sensitivity analysis approach. Visual sensitivity analysis opens the doors for non-expert users to use traditional sensitivity analysis indirectly without prior knowledge to use and interpret traditional sensitivity analysis results. To support visual sensitivity analysis approach, the author applied it to a real estate prediction system offering the user the ability to interact visually with property features by applying his/her preferences. In the system, locating a property is easier than before because it is offered in visual format to simplify the property selection process which is accomplished by using an abstract geographical map that shows important landmarks like train stations and others to guide the user while locating the desired property. Moreover, individual property prediction results, were compiled and presented by means of scatter plots to be analysed by expert users.

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About the Author

Holds a Master degree in Computing sciences from University of Technology, Sydney. Currently, works as a lecturer while preparing her PHD. Previously, she held the position of senior database architect.

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Publisher
LAP LAMBERT Academic Publishing
Publication date
2014
Language
English
ISBN 10 
3659574872
ISBN 13 
9783659574870
Binding
Paperback
Number of pages
96