PATENT CLAIM ANALYSIS

Application Number: 16049534
Application Type: Utility
Filing Date: 2018-07
Publication Date: 2019-03
Patent Classification: ["705", "003000"]

Abstract:
Embodiments are directed towards embodiments for monitoring or predicting user health with respect their use of connected computers, such as, mobile phones, tablets, or the like. Activities associated with a user and a computing device may be monitored to determine activity events. One or more sub-scores may be provided in real time based on metrics provided as input to sub-score models such that the metrics are associated with the activity events. A health score associated with a probability of an occurrence of adverse user outcomes may be provided based on a health model that uses the sub-scores. An analysis engine may compare the health score to other health scores to predict in real time the adverse outcomes. The analysis engine may recommend one or more actions to decrease the probability of the occurrence of the adverse outcomes based on the result.

Claim (Index 24):
A network computer for managing operations over a network, comprising:\n a transceiver that communicates over the network; a memory that stores at least instructions; and one or more processors that execute instructions that perform actions, including:\n instantiating one or more user management engines to perform actions, including:\n monitoring one or more activities associated with a user and a computing device to determine one or more activity events, wherein the one or more activity events include one or more interrupt events; \n determining one or more sub-scores in real time based on one or more metrics being provided as input to one or more provided sub-score models, wherein the one or more metrics are associated with the one or more activity events; and \n providing a health score that is associated with a probability of an occurrence of one or more adverse user outcomes based on a health model that uses the one or more sub-scores; and \n \n instantiating an analysis engine to perform actions, including:\n comparing the health score to one or more other health scores, wherein the comparison is employed to reduce an amount of computing resources used to predict in real time the one or more adverse outcomes; and \n updating one or more coefficients of the one or more sub-score models when a result of the comparison exceeds a threshold; and \n recommending one or more actions to decrease the probability of the occurrence of the one or more adverse outcomes based on the result, wherein the one or more recommended actions are provided in a report.

Metadata:
- Claim Count in Document: 80.0
- Percentile: 95.0
- Lexical Diversity: 1.98684
- Patent Class: 705.0
- Transitional Phrase Type: open
- Component Type: 1
- Foreign Priority: False
- Related Applications: ['15892327', '15891273', '15994760', '15987762', '15181119']

Analysis Scores:
- 35 USC 101 Eligibility (BERT): 0.0858063308622161
- 35 USC 102 Novelty (BERT): 0.4636461599211181
- Combined Prediction Score: 0.1235903137681063
- Mean Citation Score: 161.91192999999996
- Max Citation Score: 169.94887
- Similarity Product: 141.37116594706538

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

Dataset: test