Automatic transaction device and server, and method for forecasting cash requirements
An automatic transaction device and demand technology, which is applied to instruments, complete banking systems, and complete banking systems, etc., can solve the problems of cash demand that cannot reflect regularity, does not consider the impact of random transactions, and inaccurate predicted values.
Inactive Publication Date: 2015-09-02
HITACHI CHINA RES & DEV CORP
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Problems solved by technology
Although the known technology introduces historical data, as well as parameters such as date and week to correct the forecast value of the automatic trading device, it does not consider the impact of random transactions on the forecast value
Due to the uncertainty of the amount and time of random transactions, it is impossible to repeat, which causes the cash demand calculated based on historical data to fail to reflect the regularity, which in turn makes the forecast value based on historical data inaccurate
Method used
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[0027] Hereinafter, preferred embodiments of the present invention will be described with reference to the drawings.
[0028] figure 1 It is a schematic diagram showing the automatic transaction device and the server of the first embodiment of the present invention.
[0029] figure 1 The automatic transaction device 100 shown is used for users to perform operations such as depositing, withdrawing, transferring, paying, and paying fees. The automatic transaction device 100 includes: a banknote box 101, a banknote module 102, a printing module 103, a card reading module 104, a power management module 105, a communication module 106, a controller 107, a user operation module 108, and a data storage module 111. The user operation module includes a keyboard 109 and a display device 110. Here, the banknote box 101 contains banknotes. The banknote module 102 absorbs the deposited banknotes and stores them in the banknote box 101, and the banknote module 102 spits out banknotes from the ...
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The invention discloses an automatic transaction device. The automatic transaction device comprises a storage part used for storing historical transaction records of the automatic transaction device; an optimal threshold confirming part used for confirming an optimal threshold of an index used for removing random transaction records; a data cleaning part used for removing random transaction records with the value of the indexes outside a defined range of the optimal threshold from the historical transaction records within an appointed time section, and a statistics predicting part used for counting the historical transaction records after the random transaction records are removed and predicting the quantity demanded of cash within a period of time corresponding to the appointed period of time.
Description
Technical field [0001] The present invention relates to an automatic transaction device used in the banking industry and a server connected to it, and a method for predicting demand for cash, and more specifically, to an automatic transaction device and a server connected to it, and a method for predicting cash The demand method can improve the accuracy of the statistics and forecast of cash demand by removing the influence of random transactions on the predicted value. Background technique [0002] Automatic transaction devices are widely used in banks and other related financial industries. As a self-service terminal device, they provide users with financial services such as deposits, withdrawals, transfers, payment of fees, and purchase payments. The automatic transaction device improves the operating efficiency of the bank, reduces the situation of queuing for business at the bank counter, saves a lot of labor costs for the bank, and makes it more convenient for users to hand...
Claims
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IPC IPC(8): G07F19/00
Inventor 姜可
Owner HITACHI CHINA RES & DEV CORP