PATENT CLAIM ANALYSIS

Application Number: 16030481
Application Type: Utility
Filing Date: 2018-07
Publication Date: 2020-01
Patent Classification: ["717", "122000"]

Abstract:
Techniques for cognitive interpretation of source code are provided. Metadata associated with a section of code in a software project is analyzed to determine a change history of the section of code. A plurality of discussions related to the section of code is evaluated, where each of the plurality of discussions occurred during a code review process. Further, a plurality of support records related to the section of code is analyzed. A sentiment score for the section of code is determined based on the associated metadata, the evaluation of the plurality of discussions, and the analysis of the plurality of support records. Additionally, a display color for the section of code is selected based on the sentiment score. Finally, generation of a graphical user interface (GUI) is facilitated, where the GUI displays the first display color in association with the first section of code.

Claim (Index 9):
A computer program product comprising:\n a computer-readable storage medium having computer-readable program code embodied therewith, the computer-readable program code executable by one or more computer processors to perform an operation comprising:\n analyzing metadata associated with a first section of code in a software project to determine a change history of the first section of code; \n evaluating a first plurality of discussions related to the first section of code, wherein each of the first plurality of discussions occurred during one or more code review processes, comprising:\n receiving a recording of a first code review, wherein the recording includes video and audio; \n analyzing the recording of the first code review using optical character recognition (OCR) to identify one or more portions of the recording during which the first section of code was being discussed; and \n applying one or more natural language processing (NLP) techniques to the identified one or more portions of the recording to determine a discussion score for the first section of code; \n \n analyzing a first plurality of support records related to the first section of code; \n determining a first sentiment score for the first section of code based on the associated metadata, the evaluation of the first plurality of discussions, and the analysis of the first plurality of support records; \n selecting a first display color for the first section of code based on the first sentiment score; \n facilitating generation of a graphical user interface (GUI), wherein the GUI displays the first display color in association with the first section of code; and \n upon receiving, via the GUI, a selection of the first section of code:\n providing, via the GUI, one or more links to the identified one or more portions of the recording of the first code review.

Metadata:
- Claim Count in Document: 50.0
- Percentile: 95.0
- Lexical Diversity: 2.46154
- Patent Class: 717.0
- Transitional Phrase Type: open
- Component Type: 1
- Foreign Priority: False
- Related Applications: ['14552486', '14194510', '14681474', '15098201', '13210116']

Analysis Scores:
- 35 USC 101 Eligibility (BERT): 0.326660764164532
- 35 USC 102 Novelty (BERT): 0.5187246768766731
- Combined Prediction Score: 0.3458671554357462
- Mean Citation Score: 178.99551200000005
- Max Citation Score: 195.83086
- Similarity Product: 117.41109417691231

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