PATENT CLAIM ANALYSIS

Application Number: 15960322
Application Type: Utility
Filing Date: 2018-04
Publication Date: 2018-08
Patent Classification: ["455", "418000"]

Abstract:
The present disclosure relates to apparatus, systems, and methods for providing a location information analytics mechanism. The location information analytics mechanism is configured to analyze location information to extract contextual information (e.g., profile) about a mobile device or a user of a mobile device, collectively referred to as a target entity. The location information analytics mechanism can include analyzing location data points associated with a target entity to determine features associated with the target entity, and using the features to predict attributes associated with the target entity. The set of predicted attributes can form a profile of the target entity.

Claim (Index 13):
A method comprising:\n processing, by a first computing device, a time-series of location data points for a target entity received from a second computing device; identifying, by the first computing device, a plurality of areas of activity based on the time-series of location data points for the target entity; determining, by the first computing device, one or more sessions from the time-series of the location data points by grouping one or more of the time-series of the location data points that are bounded in space and/or time; determining, by the first computing device, one or more attributes associated with the target entity based on one or more of, the time-series of the location data points, the plurality of areas of activity, and the one or more sessions; and generating, by the first computing device, a profile of the target entity based on the one or more attributes associated with the target entity and on the patterns of movement of the target entity.

Metadata:
- Claim Count in Document: 17.0
- Percentile: 91.0
- Lexical Diversity: 2.05556
- Patent Class: 455.0
- Transitional Phrase Type: open
- Component Type: 1
- Foreign Priority: False
- Related Applications: ['15420655', '14214208', '14214309', '15923828', '15690073']

Analysis Scores:
- 35 USC 101 Eligibility (BERT): 0.6820207285301009
- 35 USC 102 Novelty (BERT): 0.538108691842874
- Combined Prediction Score: 0.6676295248613782
- Mean Citation Score: 272.36617
- Max Citation Score: 418.3899
- Similarity Product: 364.53722700505256

Labels:
- Claim Label 101: 1
- Claim Label 102: 1
- Claim Label 103: 1
- Claim Label 112: 0
- Combined Label: 1
- Label 101 Adjusted: 1

Dataset: test