- Patent Title: Cognitive analysis to generate and evaluate implementation plans
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Application No.: US16838474Application Date: 2020-04-02
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Publication No.: US11461715B2Publication Date: 2022-10-04
- Inventor: Stan Kevin Daley , Tao Liu , Harish Bharti , Jayant Kumar Sinha , Zheng Xie , Joy Patra , Abhay Patra
- Applicant: International Business Machines Corporation
- Applicant Address: US NY Armonk
- Assignee: International Business Machines Corporation
- Current Assignee: International Business Machines Corporation
- Current Assignee Address: US NY Armonk
- Agency: Patterson + Sheridan, LLP
- Main IPC: G06F40/279
- IPC: G06F40/279 ; G06Q10/06 ; G06N20/00

Abstract:
Techniques for text evaluation are provided. A curated dataset comprising a plurality of textual documents is received. A tree of classifiers is trained, based on the curated dataset, to identify use cases. A feature graph model is generated, based on the curated dataset, to determine textual similarity. A new document is received, and a plurality of requirements is extracted from the new document. For each requirement, one or more vector scores are generated by evaluating the requirement using the tree of classifiers, one or more feature scores are generated by evaluating the requirement using the feature graph model, and one or more use cases are identified for the new textual document based on the one or more vector scores and the one or more feature scores. An implementation is generated for the new document based on the one or more use cases.
Public/Granted literature
- US20210312361A1 COGNITIVE ANALYSIS TO GENERATE AND EVALUATE IMPLEMENTATION PLANS Public/Granted day:2021-10-07
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