PATENT CLAIM ANALYSIS

Application Number: 16008156
Application Type: Utility
Filing Date: 2018-06
Publication Date: 2019-12
Patent Classification: ["455", "550100"]

Abstract:
Embodiments detect problematic ergonomic positions and movement patterns for a user physically operating a hand-held mobile device as a function of sensory data, via comparing current user ergonomic movement pattern to knowledge base activity movements labeled as problematic ergonomic movements. Thus, in response to determining that a user ergonomic movement pattern matches a labeled hand movements, the embodiments drive communication component of the mobile device to alert the user of engaging the device in a problematic ergonomic movement, and recommend an alternative ergonomic position for use in engaging the device.

Claim (Index 11):
A system, comprising:\n a processor; a computer readable memory in circuit communication with the processor; and a computer readable storage medium in circuit communication with the processor; wherein the processor executes program instructions stored on the computer-readable storage medium via the computer readable memory and thereby:\n determines a current ergonomic movement pattern for a user while the user physically operates a hand-held mobile computing device as a function of sensory data provided by a sensing component disposed within the hand-held mobile computing device, wherein the determined ergonomic pattern of movement includes data representing a pattern of the user hand movements with an orientation of a body of the hand-held mobile computing device with respect to the user while physically operating the hand-held mobile computing device in a discrete user activity of a plurality of discrete user activities that operate the hand-held mobile computing device, wherein physically operating the hand-held mobile computing device in the discrete activity comprises at least one discrete user activity selected from a group consisting of: entering text via a keypad input component with a touch screen of the hand-held mobile computing device, speaking into a microphone disposed within the hand-held mobile computing device, reading a displayed screen displayed on the hand-held mobile computing device, and taking a picture with a camera disposed within the hand-held mobile computing device; \n compares the current user ergonomic movement pattern to a knowledge base of a plurality of activity hand movements that are each labeled as problematic ergonomic movements and labeled with the associated processing activity of the discrete user activity operating the hand-held mobile computing device; and \n in response to determining that the compared current user ergonomic movement pattern for the discrete user activity matches one of the labeled hand movements within a threshold similarity value, drives a communication component of the mobile device to alert the user of physically operating the hand-held mobile computing device in a problematic ergonomic movement and recommend during the discrete activity an alternative ergonomic position for use in physically operating the hand-held mobile computing device for the discrete user activity.

Metadata:
- Claim Count in Document: 50.0
- Percentile: 94.0
- Lexical Diversity: 1.84615
- Patent Class: 455.0
- Transitional Phrase Type: open
- Component Type: 1
- Foreign Priority: False
- Related Applications: ['13888055', '12371711', '15156742', '13540374', '09675256']

Analysis Scores:
- 35 USC 101 Eligibility (BERT): 0.6640320442840097
- 35 USC 102 Novelty (BERT): 0.4716106269248417
- Combined Prediction Score: 0.644789902548093
- Mean Citation Score: 121.81113100000002
- Max Citation Score: 142.11963
- Similarity Product: 98.97496317170264

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

Dataset: test