PATENT CLAIM ANALYSIS

Application Number: 15909810
Application Type: Utility
Filing Date: 2018-03
Publication Date: 2018-07
Patent Classification: ["709", "224000"]

Abstract:
In one embodiment, a computing system accesses current usage information of a mobile device associated with a user. The computing system then determine a future user state of the user based on multiple predictor functions. The multiple predictor functions calculate a probability of the future user state based on multiple weights and multiple decay factors. The multiple decay factors are determined from past user states. The computing system further sends instructions to the mobile device for adapting the operation of the mobile device corresponding to the determined future user state.

Claim (Index 1):
A method comprising, by one or more computing devices:\n accessing current usage information of a mobile device associated with a user; determining a future user state of the user based on a set of predictor functions, wherein the predictor functions calculate a probability of the future user state based on a set of weights and a set of decay factors determined from one or more past user states; and sending, to the mobile device associated with the user, instructions for adapting an operation of the mobile device corresponding to the determined future user state.

Metadata:
- Claim Count in Document: 50.0
- Percentile: 90.0
- Lexical Diversity: 2.0
- Patent Class: 709.0
- Transitional Phrase Type: open
- Component Type: 1
- Foreign Priority: False
- Related Applications: ['15246349', '14882739', '13656531', '14473123', '15177292']

Analysis Scores:
- 35 USC 101 Eligibility (BERT): 0.2394364026292726
- 35 USC 102 Novelty (BERT): 0.4900730547953466
- Combined Prediction Score: 0.2645000678458801
- Mean Citation Score: 209.60866
- Max Citation Score: 255.68259
- Similarity Product: 220.1492482599664

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