Determining Recommendations In Data Analysis

• US 20150046203A1
• Filed: 08/06/2013
• Published: 02/12/2015
• Est. Priority Date: 08/06/2013
• Status: Abandoned Application

• Current Assignee: Globalfoundries US Incorporated (GlobalFoundries, Inc.)
• Original Assignee: International Business Machines Corporation
• Inventors: Gokhale, Parag S., Grosset, Robin N., Malviya, Rajanikant, Mittal, Amit
• Application Number:
  US13/959,883
• Publication Number:
  US 20150046203A1
• Time in Patent Office: Days
• US Class Current: 705/7.11
• CPC Class Codes: G06F 16/24578 using ranking
• CPC Class Codes: G06Q 10/063 Operations research, analysis or management

Abstract

Embodiments of the present invention disclose a method, computer program product, and system for determining recommendations in data analysis. A computer identifies an analysis step currently being performed in a data analysis. The computer identifies data points corresponding to the identified analysis step currently being performed and one or more previous analyses. The computer determines a distance between the data points corresponding to the identified analysis step currently being performed and each of the one or more previous data analyses utilizing a distance computing algorithm. The computer determines a ranking of the one or more previous data analyses corresponding to the determined distances between the data points corresponding to the identified analysis step currently being performed and each of the one or more previous data analyses.

Claims

1-6. -6. (canceled)

7. A computer program product for determining recommendations in data analysis, the computer program product comprising:

one or more computer-readable storage media and program instructions stored on the one or more computer-readable storage media, the program instructions comprising;

program instructions to identify an analysis step currently being performed in a data analysis;

program instructions to identify data points corresponding to the identified analysis step currently being performed and one or more previous analyses;

program instructions to determine a distance between the data points corresponding to the identified analysis step currently being performed and each of the one or more previous data analyses utilizing a distance computing algorithm; and

program instructions to determine a ranking of the one or more previous data analyses corresponding to the determined distances between the data points corresponding to the identified analysis step currently being performed and each of the one or more previous data analyses.

8. The computer program product of claim 7, further comprising program instructions to:

determine recommendations in the data analysis utilizing the determined ranking of the one or more previous data analyses, wherein the recommendations include possible next analytical steps that correspond to the one or more previous data analyses.

9. The computer program product of claim 7, wherein the one or more previous data analyses are stored previous steps in data analysis that include parameters corresponding to performing data analysis steps of the one or more previous data analyses.

10. The computer program product of claim 7, wherein the program instructions to identify data points corresponding to the identified analysis step currently being performed and one or more previous analyses, comprise programs instructions to:

index data included in the one or more previous analyses utilizing text indexing software, wherein the indexed data includes attributes of the one or more previous analyses and data corresponding to the attributes;

determine a numerical representation of the indexed data, wherein data of the one or more previous analyses is represented by a numerical data point; and

determine a numerical representation of data points of the identified analysis step currently being performed and one or more previous analyses.

11. The computer program product of claim 7, further comprising program instructions to:

receive an indication of a distance computing algorithm to utilize in determining distance between the data points corresponding to the identified analysis step currently being performed and each of the one or more previous data analyses,

wherein the received distance computing algorithm is an algorithm that is utilized to determine distance between data points in a multidimensional space.

12. The computer program product of claim 7, further comprising program instructions to:

receive an indication of preferences for determining the ranking of the one or more previous data analyses,

wherein the received preferences include an indication of factors to be utilized in determining the ranking of the one or more previous data analyses.

13. A computer system for determining recommendations in data analysis the computer system comprising:

one or more computer processors; and

one or more computer-readable storage media;

program instructions stored on the computer-readable storage media for execution by at least one of the one or more processors, the program instructions comprising;

program instructions to identify an analysis step currently being performed in a data analysis;

program instructions to identify data points corresponding to the identified analysis step currently being performed and one or more previous analyses;

program instructions to determine a distance between the data points corresponding to the identified analysis step currently being performed and each of the one or more previous data analyses utilizing a distance computing algorithm; and

program instructions to determine a ranking of the one or more previous data analyses corresponding to the determined distances between the data points corresponding to the identified analysis step currently being performed and each of the one or more previous data analyses.

14. The computer system of claim 13, further comprising program instructions to:

determine recommendations in the data analysis utilizing the determined ranking of the one or more previous data analyses, wherein the recommendations include possible next analytical steps that correspond to the one or more previous data analyses.

15. The computer system of claim 13, wherein the one or more previous data analyses are stored previous steps in data analysis that include parameters corresponding to performing data analysis steps of the one or more previous data analyses.

16. The computer system of claim 13, wherein the program instructions to identify data points corresponding to the identified analysis step currently being performed and one or more previous analyses, comprise programs instructions to:

index data included in the one or more previous analyses utilizing text indexing software, wherein the indexed data includes attributes of the one or more previous analyses and data corresponding to the attributes;

determine a numerical representation of the indexed data, wherein data of the one or more previous analyses is represented by a numerical data point; and

determine a numerical representation of data points of the identified analysis step currently being performed and one or more previous analyses.

17. The computer system of claim 13, further comprising program instructions to:

receive an indication of a distance computing algorithm to utilize in determining distance between the data points corresponding to the identified analysis step currently being performed and each of the one or more previous data analyses,

wherein the received distance computing algorithm is an algorithm that is utilized to determine distance between data points in a multidimensional space.

18. The computer system of claim 13, further comprising program instructions to:

receive an indication of preferences for determining the ranking of the one or more previous data analyses,

wherein the received preferences include an indication of factors to be utilized in determining the ranking of the one or more previous data analyses.