Software development using multi-domain decision management

• US 9,798,526 B2
• Filed: 12/22/2015
• Issued: 10/24/2017
• Est. Priority Date: 12/22/2015
• Status: Active Grant

• Current Assignee: SAP SE
• Original Assignee: SAP SE
• Inventors: Montagnon, Gilles, Hebert, Cedric, Mathias, Elton, Arsac, Wihem, Sendor, Jakub
• Primary Examiner(s): Rampuria, Satish
• Application Number:
  US14/978,713
• Publication Number:
  US 20170177308A1
• Time in Patent Office: 672 Days
• Field of Search: 717104-124
• CPC Class Codes: G06F 8/35 model driven
• CPC Class Codes: G06N 5/02 Knowledge representation; Symbolic representation

Abstract

A multi-domain decision manager facilitates software development of a software application across knowledge domains, based on relationships between a first knowledge domain and a second knowledge domain. The multi-domain decision manager includes an assessment engine configured to construct a first assessment as an instantiation of a first knowledge base model of the first knowledge domain, and a second assessment as an instantiation of a second knowledge base model of the second knowledge domain. A relationship engine may be configured to characterize relationships between the first assessment and the second assessment, wherein the relationships characterize a likelihood that inclusion of a first selectable assessment option of the first assessment is associated with inclusion of a second selectable assessment option of the second assessment. A relationship analyzer may be configured to provide a relationship analysis characterizing a cumulative impact of the relationships on the first assessment and the second assessment.

Claims

1. A computer program product, the computer program product being tangibly embodied on a non-transitory computer-readable storage medium and comprising instructions that, when executed, cause at least one computing device to:

determine a first knowledge base model of a first domain for a software application development, the first knowledge base model including first software properties and associated first assessment options;

determine relationships between the first software properties of the first knowledge base model and second software properties of a second knowledge base model, including relationships between the first assessment options of the first software properties and second assessment options of the second software properties;

generate a first assessment of the first knowledge base model in the first domain for a software application being developed, in which the first assessment is constructed from received, selected assessment options of the first assessment options;

generate applicable relationships of the relationships, based on the selected assessment options;

analyze the applicable relationships to identify causes and effects of a change across the first domain and the second domain for a multi-domain compliant development of the software application being developed;

suggest a possible need for a change of the first selected assessment option, based on the analysis of the applicable relationships; and

perform an aggregated statistical analysis characterizing a cumulative impact of the applicable relationships on the software application being developed.

2. The computer program product of claim 1, wherein the first knowledge base model includes the first software properties as structured data within the first domain, and each software property of the first software properties is stored together with at least one assessment option of the first assessment options, and further wherein the instructions, when executed, cause the at least one computing device to:

generate a graphical user interface providing successive ones of the first software properties and corresponding first assessment options, in accordance with the structured data; and

receive, by way of the graphical user interface, the selected assessment options from among the first assessment options.

3. The computer program product of claim 1, wherein the relationships characterize a likelihood that inclusion of a first software property of the first software properties within the software application being developed is associated with inclusion of a second software property of the second software properties within the software application being developed.

4. The computer program product of claim 1, wherein the assessment relationships characterize a likelihood that inclusion of a first selected option of the first assessment options within the software application being developed is associated with inclusion of a second assessment option of the second assessment options within the software application being developed.

5. The computer program product of claim 1, wherein the instructions, when executed, cause the at least one computing device to:

generate a graphical user interface providing selectable relationships stored in conjunction with one or more domains; and

receive, by way of the graphical user interface, the relationships from among the selectable relationships, wherein a first relationship is specified between a first software property of the first software properties and a second software property of the second software properties.

6. The computer program product of claim 1, wherein the instructions, when executed, cause the at least one computing device to:

generate a graphical user interface providing selectable assessment relationships; and

receive, by way of the graphical user interface, the assessment relationships from among the selectable assessment relationships, wherein a first assessment relationship is specified between a first assessment option of the first assessment options and a second assessment option of the second assessment options.

7. The computer program product of claim 1, wherein the relationships between the first software properties and the second software properties are stored prior to development of the software application being developed.

8. The computer program product of claim 1, wherein the relationships between the first assessment options and the second assessment options are stored prior to development of the software application being developed.

9. The computer program product of claim 1, wherein the instructions, when executed, cause the at least one computing device to:

suggest a construction of a second assessment including the second assessment options;

suggest a possible need for an addition of an additional software property from the second software properties to the software application being developed, based on the relationship analysis; and

determine an additional relationship, based on the addition.

10. The computer program product of claim 1, wherein the instructions, when executed, cause the at least one computing device to:

provide a suggested assessment option in the second domain, based on the relationship analysis.

11. A computer-implemented method for executing instructions stored on a non-transitory computer readable storage medium, the method comprising:

determining a first knowledge base model of a first domain for software development, the first knowledge base model including first software properties and associated first assessment options;

determining relationships between the first software properties of the first knowledge base model and the second software properties of a second knowledge base model, including relationships between the first assessment options and second assessment options of a second knowledge base model of a second domain for application development, the second knowledge base model including second software properties and associated second assessment options;

generating a first assessment of the first knowledge base model in the first domain for a software application being developed, in which the first assessment is constructed from received, selected assessment options of the first assessment options;

generating applicable relationships of the relationships, based on the selected assessment options; and

analyzing the applicable relationships to identify causes and effects of a change across the first domain and the second domain for a multi-domain compliant development of the software application being developed;

suggesting a change to the first assessment, based on the analyzing of the applicable relationships; and

performing an aggregated statistical analysis characterizing a cumulative impact of the property relationships and the assessment relationships on the software application being developed.

12. The method of claim 11, wherein the applicable relationships characterize a likelihood that inclusion of a first software property of the first software properties within the software application being developed is associated with inclusion of a second software property of the second software properties within the software application being developed, and

further wherein the assessment relationships characterize a likelihood that inclusion of a first selected option of the first selected options within the software application being developed is associated with inclusion of a second selected option of the second selected options within the software application being developed.

13. A system including instructions recorded on a non-transitory computer-readable storage medium, and executable by at least one processor, the system comprising:

a multi-domain decision manager facilitating software development of a software application across a plurality of knowledge domains, based on relationships between a first knowledge domain and a second knowledge domain of the plurality of knowledge domains, the multi-domain decision manager including

an assessment engine constructing a first assessment as an instantiation of a first knowledge base model of the first knowledge domain, and a second assessment as an instantiation of a second knowledge base model of the second knowledge domain;

a relationship engine characterizing relationships between the first assessment and the second assessment, wherein the relationships characterize a likelihood that inclusion of a first selectable assessment option of the first assessment is associated with inclusion of a second selectable assessment option of the second assessment; and

a relationship analyzer analyzing the relationships to identify causes and effects of a change across the first domain and the second domain for a multi-domain compliant development of the software application being developed,

wherein the relationship analyzer suggests a change to the first assessment, based on the relationship analysis, and performs an aggregated statistical analysis characterizing a cumulative impact of the property relationships and the assessment relationships on the software application being developed.

14. The system of claim 13, wherein the assessment engine constructs the first assessment and the second assessment based on a question/answer interaction with at least one software developer of the software application.

15. The system of claim 13, wherein the relationship engine provides the relationships between at least one pair of a first option from the first assessment and a second option from the second assessment.

16. The system of claim 13, wherein the first knowledge base model includes structured data characterizing a first software property and associated first assessment options, and the second knowledge base model includes structured data characterizing a second software property and associated second assessment options, and wherein the relationship engine provides the relationships including at least one relationship between the first software property and the second software property.