Power Demand Forcasting System with Reconfigurable User Interface Using Redundant Operation Data
Takuya Arata, Shingo Yamaguchi, Ichiro Toyoshima · 2020
We propose a screen design personalization method for information systems. This method inputs the screen transition diagram of the information system and the user’s screen operation history, finds a redundant part (called redundant operation) from the screen operation history, improves the screen transition diagram so that the operation does not occur, Output. The redundant operation is a series of redundant screen transitions that occur because the data items necessary for data entry must be referred to on the system screen of the information system. Since the redundant operation varies depending on the usage and environment of the user, the screen transition diagram of the output varies depending on the user, and as a result, personalization of the information system is achieved. In this research, we take up the power demand forecasting system. Since regression analysis is used for power demand prediction, it is necessary to adjust many parameters in order to perform appropriate demand prediction. This has led to complex screen transitions in the power demand prediction system. In this study, we personalized the screen design for the power demand forecasting system. The personalized power demand forecasting system can provide screen transitions suitable for the usage environment of the system.