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 4):
The method of  claim 3 , wherein the determining that the current ergonomic movement pattern for the user physically operating the hand-held mobile computing device during the discrete activity is associated with the discomfort of the user according to the indicator of the discomfort of the user is selected from the group consisting of:\n determining a reduction in a normal typing speed of the user typing via the keypad input component with the touch screen of the hand-held mobile computing device; determining an occurrence of a specific facial expression of the user obtained with image data from a camera disposed within the hand-held mobile device while physically operating the hand-held mobile computing device that matches an expression labeled as discomfort within the knowledge base; determining an utterance by the user with a microphone within the hand-held mobile computing device of a verbal indicator labeled with as a discomfort indicator within the knowledge base; and determining a change in pressure data on the hand-held mobile computing device acquired during physical operation of the hand-held mobile computing device that matches a pattern of change in pressure labeled as a discomfort indicator within the knowledge base.

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

Analysis Scores:
- 35 USC 101 Eligibility (BERT): 0.7123954909536785
- 35 USC 102 Novelty (BERT): 0.5062011995621768
- Combined Prediction Score: 0.6917760618145283
- Mean Citation Score: 121.81113100000002
- Max Citation Score: 142.11963
- Similarity Product: 70.97384715735824

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