PATENT CLAIM ANALYSIS

Application Number: 15894807
Application Type: Utility
Filing Date: 2018-02
Publication Date: 2018-08
Patent Classification: ["717", "101000"]

Abstract:
The present disclosure relates to system(s) and method(s) for guiding a user in software development lifecycle using machine learning. The system is configured to receive real-time contextual information from a user device and user profile data from a profile database. Further, the system is configured to determine a current issue faced by the current user of the user device. In the next step, the system is configured to enforce a historical solution, from the set of historical solutions, associated with the current issue. If the historical solution is not applicable to address the current issue, the system is configured to extract one or more new solutions, from one or more secondary data sources. Finally, the system is configured to suggest the one or more new solutions to the current user, thereby guiding the current user to address the current issue.

Claim (Index 15):
A computer program product having embodied thereon a computer program for guiding a user of an Integrated Development Environment (IDE), the computer program product comprising:\n a program code for receiving\n real-time contextual information from a user device, wherein the real-time contextual information is associated with an Integrated Development Environment (IDE) enabled over the user device, and \n user profile data, from a profile database, associated with a current user of the user device, wherein the user profile data comprises a set of historical solutions associated with the current user; \n a program code for determining at least one current issue faced by the current user of the user device based on the real-time contextual information; a program code for enforcing a historical solution from the set of historical solutions, wherein the historical solution is associated with the current issue; a program code for extracting one or more new solutions associated with the current issue from one or more secondary data sources, when the current issue is not associated with a set of historical issues; and a program code for suggesting the one or more new solutions to the current user, when the current issue is not associated with the set of historical issues, thereby guiding the current user of the Integrated Development Environment (IDE) to address the current issue.

Metadata:
- Claim Count in Document: 41.0
- Percentile: 88.0
- Lexical Diversity: 2.38806
- Patent Class: 717.0
- Transitional Phrase Type: open
- Component Type: 1
- Foreign Priority: True
- Related Applications: ['15692311', '14838585', '14868679', '10802044', '12548531']

Analysis Scores:
- 35 USC 101 Eligibility (BERT): 0.370468257180636
- 35 USC 102 Novelty (BERT): 0.48744189768739
- Combined Prediction Score: 0.3821656212313114
- Mean Citation Score: 167.993784
- Max Citation Score: 172.29108
- Similarity Product: 125.27519847920178

Labels:
- Claim Label 101: 1
- Claim Label 102: 1
- Claim Label 103: 0
- Claim Label 112: 1
- Combined Label: 1
- Label 101 Adjusted: 1

Dataset: test