Selection item display system using an adaptive-type backend system required for user's operation support in a frontend and a learning server, and methods
First Claim
1. A system for displaying a plurality of selection items of an operation group, selected by a user from a plurality of operation groups, in an order, by using an information processing device, comprising:
- collecting means for collecting a selection item selected by the user from the selected operation group;
learning means for selecting an operation history corresponding to the selected operation group, and generating an operation model indicating a feature of a selecting operation performed by said user according to the selected operation history, the operation model being generated based on a secondary or higher order Markov model which determines probabilities of a third and subsequent selection items to be selected after a first selection item is selected;
translating means for generating descriptions of a display method based on both of the operation model generated by said learning means and a display restriction specifying a display format of the selection items, the descriptions being constructed in consideration of probabilities with which items are selected, the probabilities varying depending on an operation context in which a plurality of items are selected sequentially by the user; and
display means for displaying said selection items based on descriptions of the display method generated by said translating means.
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Abstract
An easy-operation selection item display system and method is provided for use in an information processing device. Specifically, an appropriate amendment method and display method can be automatically provided for various types of selecting operations to improve the efficiency of the users'"'"' selecting operations. The operation model learning device generates, for example, an operation model B1 by learning, using a probability model of the history of the past selecting operations of the user collected by the operation history collecting device for each of, for example, the selecting operation group A1. The operation model translating device translates, for example, an operation model B1, and generates, for example, the descriptions C1 of the display method. The selecting function providing device displays a selection item such as selecting operation group A1, etc. according to the display method specified by, for example, the description C1. The user selects the next item from the selection items displayed as the result of the past selecting operations with the optimum time of operations.
33 Citations
19 Claims
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1. A system for displaying a plurality of selection items of an operation group, selected by a user from a plurality of operation groups, in an order, by using an information processing device, comprising:
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collecting means for collecting a selection item selected by the user from the selected operation group; learning means for selecting an operation history corresponding to the selected operation group, and generating an operation model indicating a feature of a selecting operation performed by said user according to the selected operation history, the operation model being generated based on a secondary or higher order Markov model which determines probabilities of a third and subsequent selection items to be selected after a first selection item is selected; translating means for generating descriptions of a display method based on both of the operation model generated by said learning means and a display restriction specifying a display format of the selection items, the descriptions being constructed in consideration of probabilities with which items are selected, the probabilities varying depending on an operation context in which a plurality of items are selected sequentially by the user; and display means for displaying said selection items based on descriptions of the display method generated by said translating means. - View Dependent Claims (2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13)
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14. A system, comprising:
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collecting means for collecting a plurality of operation results from a user working on information processing systems as a plurality of corresponding operation histories; learning means for selecting an operation history from the plurality of operation histories, and generating an operation model representing user operation characteristics based on the selected operation history transferred from said collecting means, the operation model being generated based on a secondary or higher order Markov model which determines probabilities of a third and subsequent selection items to be selected after a first selection item is selected; translating means for generating an operational method description based on the operation model generated by said learning means, the operational method description being constructed in consideration of probabilities with which items are selected, the probabilities varying depending on an operation context in which a plurality of items are selected sequentially by the user; and display means for providing an operation method to said user based on said operational method description generated by said translating means. - View Dependent Claims (15)
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16. A system, comprising:
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learning means for selecting an operation history from a plurality of operation histories; translating means for determining a ratio of an initial selection item, being a primary selection item, and subsequent selection items to a number of sets for said primary selection item among sets for plural selection items selected continuously in previously selected plural selection items of the selected operation history, such that the plural selection items are selected according to a secondary or higher order Markov model, and deciding a display order of subsequent selection items when said primary selection item is selected based on said ratios; and display means for displaying a selection item according to the display order decided by said translating means, thereby displaying selection items in an order decided by an operation context which is a sequence in which the user previously and sequentially selected the selection items.
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17. A method for displaying a selection item, comprising the steps of:
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collecting selection items selected by a user as corresponding operation histories; selecting an operation history from the plurality of operation histories; generating an operation model indicating user selecting operation characteristics based on the selected operation history, the operation model being generated based on a secondary or higher order Markov model which determines probabilities of a third and subsequent selection items to be selected after a first selection item is selected; generating a display method description based on a generated operation model and a display restriction designating a selection item display format, the display method descriptions being constructed in consideration of probabilities with which items are selected, the probabilities varying depending on an operation context in which a plurality of items are selected sequentially by the user; and displaying said selection items based on the generated display method description. - View Dependent Claims (18, 19)
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Specification