PATENT CLAIM ANALYSIS

Application Number: 16418867
Application Type: Utility
Filing Date: 2019-05
Publication Date: 2019-11
Patent Classification: ["707", "736000"]

Abstract:
The present disclosure relates to inferring a time zone of a node profile using electronic activities. A method can include accessing a plurality of electronic activities transmitted or received via a plurality of electronic accounts. The method can include identifying, for a node profile, a set of electronic activities sent from or received by an electronic account of the plurality of electronic accounts linked to the node profile within a time period. The method can include identifying, for each electronic activity of the set of electronic activities, a timestamp at which the electronic activity was sent or received. The method can include generating, for each of a plurality of time intervals within the time period, a temporal distribution of electronic activity based on respective timestamps of each electronic activity. The method can include determining a time zone of the node profile based on the temporal distribution.

Claim (Index 13):
The method of  claim 1 , wherein determining the time zone of the node profile based on the temporal distribution of electronic activity comprises determining, by the one or more processors, that the temporal distribution of electronic activity corresponds to the time zone of the node profile using a machine learning model trained to classify temporal distributions of electronic activity.

Metadata:
- Claim Count in Document: 4.0
- Percentile: 100.0
- Lexical Diversity: 2.87273
- Patent Class: 707.0
- Transitional Phrase Type: none
- Component Type: 0
- Foreign Priority: False
- Related Applications: ['16398157', '16398260', '16360960', '16360884', '16418891']

Analysis Scores:
- 35 USC 101 Eligibility (BERT): 0.257069651662997
- 35 USC 102 Novelty (BERT): 0.5466022509591046
- Combined Prediction Score: 0.2860229115926078
- Mean Citation Score: 338.838812
- Max Citation Score: 360.39478
- Similarity Product: 286.77167351123217

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

Dataset: test