Iterative detection of forms-usage patterns

• US 10,452,239 B2
• Filed: 10/20/2014
• Issued: 10/22/2019
• Est. Priority Date: 10/20/2014
• Status: Active Grant

• Current Assignee: Adobe Inc.
• Original Assignee: Adobe Inc.
• Inventors: Singh, Harpreet, Heda, Arvind
• Primary Examiner(s): Khan, Shahid K
• Application Number:
  US14/519,083
• Publication Number:
  US 20160110280A1
• Time in Patent Office: 1,828 Days
• CPC Class Codes: G06F 11/3604 Software analysis for verifying properties of programs byte-code verification G06F9/44589
• CPC Class Codes: G06F 3/04842 Selection of displayed objects or displayed text elements G06F3/0482 takes precedence

Abstract

In embodiments of iterative detection of forms-usage patterns, a data analytics application can be implemented to receive analytics data associated with one or more data forms that each include data-entry fields displayed in a user interface, where the data-entry fields are designed for data entry, such as by a user of a computing device. The data analytics application can determine data-entry problems with the data-entry fields of the data forms based on the analytics data, as well as identify a critical data-entry problem with a data-entry field of a data form, the critical data-entry problem being identified as one of the determined data-entry problems. A distribution scale can be generated and displayed to depict the determined data-entry problems along with the critical data-entry problem. The data form can also be displayed in a preview mode with the analytics data displayed on the data form itself to indicate the data-entry problems.

Claims

1. A method, comprising:

receiving analytics data associated with one or more data forms that each include data-entry fields displayed in a user interface configured for data entry, the analytics data comprising metrics associated with the data-entry fields, the metrics including at least one of a duration of time that respective data-entry fields are selected for data entry, a number of errors with data entries in the respective data-entry fields, or a number of times that a help feature associated with the respective data-entry fields is accessed;

determining data-entry problems with one or more of the data-entry fields of the one or more data forms based on the analytics data;

identifying a critical data-entry problem with a data-entry field of a data form of the one or more data forms, the critical data-entry problem identified as one of the determined data-entry problems;

displaying a distribution scale that depicts the determined data-entry problems along with the critical data-entry problem, the determined data-entry problems and the critical data-entry problem arranged along the distribution scale based on a number of data-entry errors associated with each of the determined data-entry problems such that the critical data-entry problem is arranged at one end of the distribution scale and less-critical data data-entry problems are arranged at an opposite end of the distribution scale;

receiving updated analytics data that is associated with the data-entry field of the data form, the updated analytics data being based on form changes to the data form and the updated analytics data indicating that the critical data-entry problem with the data-entry field of the data form has been corrected based on a respective number of data-entry errors associated with the data-entry field being reduced due to the form changes; and

updating the distribution scale based on the updated analytics data for display of the determined data-entry problems along with a different critical data-entry problem, associated with a different data-entry field of the one or more data forms, replacing the critical data-entry problem that has been corrected by moving the critical data-entry problem from the one end of the distribution scale towards the opposite end of the distribution scale.

2. The method as recited in claim 1, wherein the metrics include each of:

the duration of time that the respective data-entry fields are selected for the data entry;

the number of errors with data entries in the data-entry field; and

the number of times that the help feature associated with the data-entry field is accessed.

3. The method as recited in claim 2, wherein the metrics further include at least a duration of time that the data form is displayed for the data entry.

4. The method as recited in claim 1, wherein the distribution scale displays the determined data-entry problems of the one or more data forms based on a geolocation metric.

5. The method as recited in claim 1, wherein the distribution scale displays the determined data-entry problems as an analytics report of two or more of the one or more data forms on a data comparison scale.

6. The method as recited in claim 1, further comprising:

displaying the data form and data-entry fields of the data form; and

displaying the analytics data on the data form in a preview mode that indicates the determined data-entry problems on the data form.

17. The method as recited in claim 1, wherein the determined data-entry problems are distributed from the opposite end of the distribution scale indicating increasingly problematic data-entry problems up to the critical data-entry problem.

19. The method as recited in claim 1, wherein the updating the distribution scale by moving the critical-data entry problem towards the opposite end of the distribution scale indicates that the critical data-entry problem is less critical that the different critical data-entry problem.

7. A system, comprising:

a display device configured to display a distribution scale that depicts data-entry problems with data-entry fields of one or more data forms;

a processor system to implement a data analytics application that is configured to;

receive analytics data associated with the one or more data forms that each include one or more of the data-entry fields displayed in a user interface configured for data entry, the analytics data comprising metrics associated with the data-entry fields, the metrics including at least one of a duration of time that respective data-entry fields are selected for data entry, a number of errors with data entries in the respective data-entry fields, or a number of times that a help feature associated with the respective data-entry fields is accessed;

determine the data-entry problems with one or more of the data-entry fields of the one or more data forms based on the analytics data;

identify a critical data-entry problem with a data-entry field of a data form of the one or more data forms, the critical data-entry problem identified as one of the determined data-entry problems;

generate the distribution scale for display to depict the determined data-entry problems along with the critical data-entry problem, the determined data-entry problems and the critical data-entry problem arranged along the distribution scale based on a number of data-entry errors associated with each of the determined data-entry problems such that the critical data-entry problem is arranged at one end of the distribution scale and less-critical data-entry problems are arranged at an opposite end of the distribution scale;

receive updated analytics data that is associated with the data-entry field of the data form, the updated analytics data being based on form changes to the data form and the updated analytics data indicating that the critical data-entry problem with the data-entry field of the data form has been corrected based on a respective number of data-entry errors associated with the data-entry field being reduced due to the form changes; and

update the distribution scale based on the updated analytics data for display of the determined data-entry problems along with a different critical data-entry problem, associated with a different data-entry field of the one or more data forms, replacing the critical data-entry problem that has been corrected by moving the critical data-entry problem from the one end of the distribution scale towards the opposite end of the distribution scale.

8. The system as recited in claim 7, wherein the metrics include each of:

the duration of time that the respective data-entry fields are selected for the data entry;

the number of errors with data entries in the data-entry field; and

the number of times that the help feature associated with the data-entry field is accessed.

9. The system as recited in claim 8, wherein the metrics further include at least a duration of time that the data form is displayed for the data entry.

10. The system as recited in claim 7, wherein the data analytics application is configured to filter the analytics data based on one or more pre-defined rules that emphasize one or more of the determined data-entry problems.

11. The system as recited in claim 7, wherein the distribution scale displays the determined data-entry problems as an analytics report for multiple forms on a data comparison scale.

12. The system as recited in claim 7, wherein:

the display device is configured to display the data form and data-entry fields of the data form; and

the data analytics application is configured to initiate a display of the analytics data on the data form in a preview mode that indicates the determined data-entry problems on the data form.

18. The system as recited in claim 7, wherein the determined data-entry problems are distributed from the opposite end of the distribution scale indicating increasingly problematic data-entry problems up to the critical data-entry problem.

20. The system as recited in claim 7, wherein the updating the distribution scale by moving the critical data-entry problem towards the opposite end of the distribution scale indicates that the critical data-entry problem is less critical that the different critical data-entry problem.

13. A method, comprising:

receiving analytics data associated with a data form that includes data-entry fields displayed in a user interface configured for data entry, the analytics data comprising metrics associated with the data-entry fields of the data form, the metrics including at least one of a duration of time that respective data-entry fields are selected for data entry, a number of errors with data entries in the respective data-entry fields, or a number of times that a help feature associated with the respective data-entry fields is accessed;

displaying a distribution scale that is generated based on the analytics data, the distribution scale depicting data-entry problems with one or more of the data-entry fields of the data form, the distribution scale comprising;

a continuum that represents the data-entry problems proximate a first end of the continuum and progressing along the continuum to represent increasingly problematic data-entry problems up to proximate a second end of the continuum, and

an indication of a critical data-entry problem with a data-entry field of the data-entry fields at the second end of the continuum, the critical data-entry problem identified as one of the data-entry problems;

receiving updated analytics data that is associated with the data-entry problems, the updated analytics data being based on form changes to the data form and the updated analytics data indicating that the critical data-entry problem has been corrected; and

updating the distribution scale based on the updated analytics data for display of another indication of a different critical data-entry problem, associated with a different data-entry field of the data forms, at the second end of the continuum, the different critical data-entry problem replacing the critical data-entry problem that has been corrected and the critical data-entry problem moving, along the continuum, from the second end of the continuum towards the first end of the continuum.

14. The method as recited in claim 13, further comprising:

displaying the continuum as a line progressively increasing from a broken line at the first end of the continuum to a solid line at the second end of the continuum; and

displaying the line that represents the continuum as a first color at the first end of the continuum and as a second color at the second end of the continuum, the line further displayed as one or more additional colors that transition from the first color to the second color.

15. The method as recited in claim 13, further comprising:

displaying one or more of the data-entry problems, each as a colored dot along the continuum from the first end of the continuum progressing to the second end of the continuum.

16. The method as recited in claim 13, further comprising:

displaying the data form and the data-entry fields of the data form; and

displaying the analytics data on the data form in a preview mode that indicates the data-entry problems and the critical data-entry problem on the data form.