PATENT CLAIM ANALYSIS

Application Number: 15920546
Application Type: Utility
Filing Date: 2018-03
Publication Date: 2019-09
Patent Classification: ["717", "102000"]

Abstract:
A computer implemented method for generating a performance rating for a developer may include monitoring developer activities to obtain near real-time activity data; exploring the near real-time activity data to identify entities; structuring the near real-time activity data into data-frame objects; performing a feature engineering procedure to measure representative behaviors of the developer and performing a performance analysis to produce performance rating of the developer.

Claim (Index 1):
A computer implemented method for generating a performance rating for a developer, the method comprising:\n monitoring developer activities to obtain near real-time activity data; receiving at least one process-flow specific to a development process; exploring the near real-time activity data related to the developer, to identify entities based on the at least one process flow, wherein said entities comprise at least one of: activity identifier, content identifier, action, content type, unique content identifier; structuring the near real-time activity data into data-frame objects, based on the identified entities; receiving at least one performance metric and at least one measurement related to the at least one performance metric, wherein said at least one performance metric and at least one measurement metric embody the criteria that is used to rate said developer; performing a feature engineering procedure to measure representative behaviors of the developer, related to the at least one measurement and the at least one performance metric; receiving a number of performance levels related to the at least one performance metric; receiving a performance scoring scale related to the at least one performance metric; and performing a performance analysis on the measured representative behaviors to produce performance rating of the developer.

Metadata:
- Claim Count in Document: 32.0
- Percentile: 90.0
- Lexical Diversity: 1.68293
- Patent Class: 717.0
- Transitional Phrase Type: open
- Component Type: 1
- Foreign Priority: False
- Related Applications: ['10327291', '14495378', '11389394', '15139322', '12467488']

Analysis Scores:
- 35 USC 101 Eligibility (BERT): 0.3507520034870438
- 35 USC 102 Novelty (BERT): 0.4806197937555708
- Combined Prediction Score: 0.3637387825138965
- Mean Citation Score: 122.567169
- Max Citation Score: 136.58796999999998
- Similarity Product: 97.04936767270088

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