PATENT CLAIM ANALYSIS

Application Number: 16371048
Application Type: Utility
Filing Date: 2019-03
Publication Date: 2019-11
Patent Classification: ["709", "224000"]

Abstract:
This disclosure relates to methods, systems, and storage media for generating a performance profile of a node profile. First electronic activities linked to a first node profile can be accessed. For each first electronic activity, a type of the first electronic activity can be determined. A feature extraction policy can be selected to generate a first feature array for the first electronic activity. The first feature array for the first electronic activity can be generated based on the type of the first electronic activity. A first performance profile of the first node profile can be generated for the time period by providing the generated first feature array for each first electronic activity to one or more models trained using second feature arrays corresponding to second electronic activities of second node profiles. An association between the first node profile and the first performance profile can be stored.

Claim (Index 20):
A non-transient computer-readable storage medium having instructions embodied thereon, the instructions being executable by one or more processors to perform a method comprising:\n accessing a plurality of first electronic activities linked to a first node profile maintained by the one or more processors and having an associated timestamp within a time period; for each first electronic activity of the plurality of first electronic activities:\n determining a type of the first electronic activity; \n selecting a feature extraction policy to generate a first feature array for the first electronic activity based on the type of the first electronic activity; and \n generating the first feature array for the first electronic activity based on the type of the first electronic activity; \n generating a first performance profile of the first node profile for the time period by providing the generated first feature array for each first electronic activity to one or more models trained using second feature arrays corresponding to second electronic activities of second node profiles, each second node profile assigned a respective second performance profile; and storing an association between the first node profile and the first performance profile.

Metadata:
- Claim Count in Document: 50.0
- Percentile: 99.0
- Lexical Diversity: 2.55738
- Patent Class: 709.0
- Transitional Phrase Type: open
- Component Type: 1
- Foreign Priority: False
- Related Applications: ['16371042', '16360884', '16360933', '16360997', '16360866']

Analysis Scores:
- 35 USC 101 Eligibility (BERT): 0.263625630048437
- 35 USC 102 Novelty (BERT): 0.5158404326432324
- Combined Prediction Score: 0.2888471103079166
- Mean Citation Score: 313.9519200000001
- Max Citation Score: 317.36243
- Similarity Product: 249.84335933925868

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