METHOD FOR RECOMMENDING NEXT USER INPUT USING PATTERN ANALYSIS OF USER INPUT

• US 20200134488A1
• Filed: 10/30/2019
• Published: 04/30/2020
• Est. Priority Date: 10/30/2018
• Status: Active Grant

• Current Assignee: Samsung SDS (China) Co., Ltd. (Samsung Group)
• Original Assignee: Samsung SDS (China) Co., Ltd. (Samsung Group)
• Inventors: KIM, Ji Hye, YOON, Seung Hyun
• Granted Patent: US 11,256,996 B2
• Time in Patent Office: Days
• CPC Class Codes: G06F 3/04817 using icons graphical or visual programming using iconic symbols G06F8/34
• CPC Class Codes: G06F 3/0484 for the control of specific functions or operations, e.g. selecting or manipulating an object, an image or a displayed text element, setting a parameter value or selecting a range
• CPC Class Codes: G06F 3/04842 Selection of displayed objects or displayed text elements G06F3/0482 takes precedence
• CPC Class Codes: G06F 8/33 Intelligent editors
• CPC Class Codes: G06N 5/04 Inference or reasoning models
• CPC Class Codes: G06N 5/046 Forward inferencing; Production systems

Abstract

Methods for recommending next user input using pattern analysis of user input is provided. According to an aspect of the present disclosure, a method comprising obtaining information on a series of user inputs entered through a graphic user interface (GUI), analyzing the information on the series of user inputs to identify a pattern formed by the series of user inputs, and when the pattern is identified, automatically displaying next input recommendation information determined depending on the identified pattern and a last user input of the series of user inputs without additional user input after the series of user inputs, is provided.

Claims

1. A method for recommend a next user input, the method being performed by a computing device, and comprising:

obtaining information on a series of user inputs entered through a graphic user interface (GUI);

analyzing the information on the series of user inputs to identify a pattern formed by the series of user inputs; and

when the pattern is identified, automatically displaying next input recommendation information determined depending on the identified pattern and a last user input of the series of user inputs without additional user input after the series of user inputs.

2. The method of claim 1, wherein the automatically displaying of the next input recommendation information determined depending on the identified pattern and the last user input of the series of user inputs without additional user input after the series of user inputs, comprises:

displaying the next input recommendation information at a position within a predetermined distance from a pointer for manipulating the graphical user interface.

3. The method of claim 1, wherein the GUI is a GUI of an authoring tool to create contents in the form of a flowchart;

and

the identification of the pattern formed by the series of user inputs comprises;

in response to the last user input in which information writing for a process included in an ongoing flowchart shown in a work screen of the authoring tool is completed, analyzing the information on the series of user inputs and identifying the pattern formed by the series of user inputs.

4. The method of claim 3, wherein the identified pattern comprises a first pattern in which a user input to which a process having a first attribute is added to the ongoing flowchart is consecutively and repeatedly input equal to or more than a predetermined number of times;

and

the automatically displaying of the next input recommendation information determined depending on the identified pattern and the last user input of the series of user inputs without additional user input after the series of user inputs, comprises;

when the pattern formed by the series of user inputs includes the first pattern and the last user input is a user input for adding the process having the first attribute, displaying the next input recommendation information that indicates to add the process having the first attribute to the ongoing flowchart.

5. The method of claim 4, wherein the automatically displaying of the next input recommendation information determined depending on the identified pattern and the last user input of the series of user inputs without additional user input after the series of user inputs, further comprises:

when the pattern formed by the series of user inputs does not include the first pattern, determining a high frequency process attribute to be added to the next input recommendation information based on the number of times added to the ongoing flowchart, and displaying the next input recommendation information that indicates to add a process with the high frequency process attribute to the ongoing flowchart.

6. The method of claim 4, wherein the automatically displaying of the next input recommendation information determined depending on the identified pattern and the last user input of the series of user inputs without additional user input after the series of user inputs, further comprises:

determining a high frequency process attribute to be added to the next input recommendation information based on the number of times added to the ongoing flowchart, and further displaying the next input recommendation information that indicates to add a process with the high frequency process attribute to the ongoing flowchart as a subordinate of the next input recommendation information that indicates to add the process with the first attribute to the ongoing flowchart.

7. The method of claim 3, wherein the identified pattern comprises a second pattern in which a cycle is repeatedly input equal to or more than a predetermined number of times, the cycle consisting of sequentially adding processes with a plurality of different attributes to the ongoing flowchart;

and

the automatically displaying of the next input recommendation information determined depending on the identified pattern and the last user input of the series of user inputs without additional user input after the series of user inputs, comprises;

when the pattern formed by the series of user inputs includes the second pattern and the last user input is a user input for adding a process with the last attribute included in the cycle to the ongoing flowchart, displaying the next input recommendation information that indicates to add the process with the plurality of attributes included in the cycle to the ongoing flowchart.

8. A method for recommend a next user input, the method being performed by a computing device, and comprising:

obtaining information on a series of user inputs entered through a graphic user interface (GUI);

determining whether a pattern matching the information on the series of user inputs is present among a plurality of patterns included in pre-stored pattern information; and

when the pattern matching the information on the series of user inputs exists, automatically displaying next input recommendation information depending on the matched pattern without additional user input after the series of user inputs.

9. The method of claim 8, wherein the pattern information consists of a pattern identified in a series of user inputs of another user other than a user of the computing device, and is downloaded to the computing device via a network.

10. The method of claim 8, wherein the GUI is a GUI of an authoring tool to create contents in the form of a flowchart;

and

the determining whether the pattern matching the information on the series of user inputs is present among the plurality of patterns included in the pre-stored pattern information, comprises;

in response to a last user input in which information writing for a process included in an ongoing flowchart shown in a work screen of the authoring tool is completed, determining whether there is a match between the information on the series of user inputs and one or more pre-stored pattern information.

11. The method of claim 10, wherein the next input recommendation information depending on the matched pattern information indicates to sequentially batch process a plurality of user inputs sequentially in an order according to a pattern matching the information on the series of user inputs.

12. The method of claim 10, wherein the next input recommendation information depending on the matched pattern information comprises a first GUI object that indicates to sequentially batch process a plurality of user inputs sequentially in an order according to a first pattern that matches the information on the series of user inputs, and a second GUI object that indicates to process a single user input according to a second pattern that matches the information on the series of user inputs.

13. A method for recommend a next user input, the method being performed by a computing device equipped with an authoring tool for creating contents in the form of a flowchart, and comprising:

obtaining a position of a pointer;

determining whether the position of the pointer for manipulating a graphical user interface (GUI) of the authoring tool is positioned within a predetermined distance from an arrow constituting an ongoing flowchart displayed on a work screen of the authoring tool; and

when the pointer is positioned within the predetermined distance from the arrow, automatically displaying next input recommendation information including a control box for defining a flow of the ongoing flowchart without additional user input.