The patent badge is an abbreviated version of the USPTO patent document. The patent badge does contain a link to the full patent document.
The patent badge is an abbreviated version of the USPTO patent document. The patent badge covers the following: Patent number, Date patent was issued, Date patent was filed, Title of the patent, Applicant, Inventor, Assignee, Attorney firm, Primary examiner, Assistant examiner, CPCs, and Abstract. The patent badge does contain a link to the full patent document (in Adobe Acrobat format, aka pdf). To download or print any patent click here.
Patent No.:
Date of Patent:
Aug. 26, 2025
Filed:
May. 09, 2024
Lti Mindtree Ltd, Mumbai, IN;
LTI Mindtree Ltd., Mumbai, IN;
Abstract
Disclosed is a method and system for clustering a continuous stream of software development lifecycle (SDLC) artifacts. The method and system receives and preprocesses SDLC artifacts. Subsequently, a first set of topics is generated based on application of topic modelling and each SDLC artifact is clustered into a topic of the first set of topics. In the absence of topic count, a coherence process analyzes relationships and patterns within the data to determine the topic count. In case of a skewed distribution of records in the topics, skewed keywords are eliminated before rerunning the coherence process. Upon detecting an updated stream of SDLC artifacts, a second set of topics is generated. Thereafter, a similarity between the first set of topics and the second set of topics is evaluated, to perform re-clustering of the SDLC artifacts. The method and system also enables SMEs to verify and provide feedback for dynamic clustering.