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 5):
The system of  claim 1 , wherein the real-time contextual information is determined based on at least one of software development language, type of Integrated Development Environment (IDE), software defects and user profile data.

Metadata:
- Claim Count in Document: 41.0
- Percentile: 88.0
- Lexical Diversity: 2.38806
- Patent Class: 717.0
- Transitional Phrase Type: none
- Component Type: 0
- Foreign Priority: True
- Related Applications: ['15692311', '14838585', '14868679', '10802044', '12548531']

Analysis Scores:
- 35 USC 101 Eligibility (BERT): 0.4002803718297025
- 35 USC 102 Novelty (BERT): 0.4830162980028348
- Combined Prediction Score: 0.4085539644470157
- Mean Citation Score: 167.993784
- Max Citation Score: 172.29108
- Similarity Product: 132.74892232537508

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