Using similarity analysis and machine learning techniques to manage test case information

A non-transitory computer-readable medium storing instructions, the instructions comprising:

• one or more instructions that, when executed by one or more processors, cause the one or more processors to:
• obtain test case information for a set of test cases,
• the test case information for the set of test cases including at least one of:
• test case description information,
• test case environment information, or
• test case defect information;
• determine a set of field-level similarity scores by using a set of similarity analysis techniques to analyze a set of test case field groups associated with the test case information;
• determine a set of overall similarity scores for a set of test case groups by using a machine learning technique to analyze the set of field-level similarity scores;
• receive feedback information associated with at least a portion of the set of overall similarity scores;
• modify one or more values associated with the machine learning technique based on the feedback information;
• determine a new set of overall similarity scores for the set of test case groups by using the machine learning technique with the one or more modified values to analyze the set of test case field groups;
• and
• process a request from a user device using the test case information and the new set of overall similarity scores.

A method, comprising:

• obtaining, by a device, test case information for a set of test cases,
• the test case information for the set of test cases including at least one of:
• test case description information,
• test case environment information, or
• test case defect information;
• determining, by the device, a set of field-level similarity scores by using a set of similarity analysis techniques to analyze a set of test case field groups associated with the test case information;
• determining, by the device, a set of overall similarity scores for a set of test case groups by using a machine learning technique to analyze the set of field-level similarity scores;
• updating, by the device, a data structure that stores the test case information to establish one or more associations between the test case information and the set of overall similarity scores;
• and
• processing, by the device, a request from a user device using information included in the updated data structure.