System and method for a cognitive it change request evaluator
AssigneeInternational Business Machines Corporation
InventorsThiago Cesar Rotta, Antonio Manuel Sant Ana Monteiro Torres, Sergio Varga
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AssigneeInternational Business Machines Corporation
InventorsThiago Cesar Rotta, Antonio Manuel Sant Ana Monteiro Torres, Sergio Varga
Estimating the term…
The present invention is a system and method for evaluating an IT change request system based on cognitive and machine learning technologies. The system includes a computing device having a change request evaluator based on a machine learning trained model and in digital communication with a server. A historical database stores change records and a definitions database stores a definition for words appearing in the change records. A change request is received at the change request evaluator, which finds a model change record by comparing the change request to the change records in the historical database and identifying definitions common to both the change request and the change record. A business mapping tool interfaces with the change request evaluator and determines a business impact of the model change record and associates the business impact with the change request. The change request evaluator approves or rejects the change request.
A system for evaluating an IT change request, comprising:
A method for evaluating an IT change request, comprising the steps of:
A computer program product for evaluating an IT change request with a machine learning trained model, the computer program comprising a computer readable storage medium having program instructions embodied therewith, wherein the computer readable storage medium is not a transitory signal per se, the program instructions are readable by a computer to cause the computer to perform a method comprising the steps of:
Dependencies are inferred from the claim text.