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 20):
The non-transitory computer-readable medium of  claim 15 , wherein the third-party APIs provide one or more of:\n a video call service to enable the individual to make video calls, a music service to enable the individual to listen to music, a news service to provide news to the individual, a messaging service to enable the individual to send voice and text messages, a health appointments service to manage doctor and dentist appointments for the individual, a medicine reminders service to schedule medicine reminders for the individual, an activity service to track physical activity of the individual, a home services service to schedule home services for the individual, a home security service to provide a security system for the individual, a grocery shopping service to manage orders and deliveries of groceries to the individual, an events service to provide updates on local events to the individual, or a banking service to manage bills and finances of the individual.

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): 0.1125253499534635
- 35 USC 102 Novelty (BERT): 0.5026712881235319
- Combined Prediction Score: 0.1515399437704703
- Mean Citation Score: 147.636686
- Max Citation Score: 154.60034
- Similarity Product: 83.35902095310449

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