PATENT CLAIM ANALYSIS

Application Number: 16191363
Application Type: Utility
Filing Date: 2018-11
Publication Date: 2019-05
Patent Classification: ["705", "002000"]

Abstract:
A device receives historical information associated with an individual to be monitored, wherein the historical information includes at least one of information associated with a health history of the individual, health histories of other individuals, activities of the individual, or activities of the other individuals. The device receives monitored information associated with the individual from one or more client devices associated with the individual, and pre-processes the monitored information to generate pre-processed monitored information that is understood by the trained machine learning model. The device processes the pre-processed monitored information, with a trained machine learning model, to identify one or more activities of the individual and one or more deviations from the one or more activities by the individual, and performs one or more actions based on the one or more activities of the individual and/or the one or more deviations from the one or more activities.

Claim (Index 16):
The non-transitory computer-readable medium of  claim 15 , wherein the one or more instructions, that cause the one or more processors to perform the one or more actions, cause the one or more processors to one or more of:\n provide a reminder, to a particular client device of the one or more client devices associated with the individual, about one of the one or more activities; generate a calendar entry, to a particular client device of the one or more client devices associated with the individual, for one of the one or more activities; contact the individual, the caregiver, or emergency services about one of the one or more deviations; provide an alert, to the particular client device associated with the individual or to a client device associated with the caregiver, about one of the one or more deviations; instruct the caregiver, via the client device associated with the caregiver, to take action for one of the one or more deviations; provide, to the client device associated with the caregiver, a user interface that includes information indicating the one or more activities and/or the one or more deviations; cause a robot to take action for the individual based on one of the one or more deviations; cause the robot to take action for the individual based on one of the one or more activities; cause an autonomous emergency vehicle to traverse a route to the individual based on one of the one or more deviations; or cause an autonomous service vehicle to traverse a route to the individual based on one of the one or more activities.

Metadata:
- Claim Count in Document: 47.0
- Percentile: 98.0
- Lexical Diversity: 2.92593
- Patent Class: 705.0
- Transitional Phrase Type: none
- Component Type: 0
- Foreign Priority: False
- Related Applications: ['12949845', '16014477', '15900306', '16141636', '13869403']

Analysis Scores:
- 35 USC 101 Eligibility (BERT): 0.1142267001303534
- 35 USC 102 Novelty (BERT): 0.4867879869858896
- Combined Prediction Score: 0.151482828815907
- Mean Citation Score: 147.636686
- Max Citation Score: 154.60034
- Similarity Product: 97.90653490037084

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

Dataset: test