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 13):
The system of  claim 11 , wherein the data includes an indicator of discomfort of the user, and wherein the processor executes the program instructions stored on the computer-readable storage medium via the computer readable memory and thereby determines that the compared current user ergonomic movement pattern matches the one of the labeled knowledge base plurality of activity hand movements within the threshold similarity value upon determining that the current ergonomic movement pattern for the user while the user physically operates the hand-held mobile computing device is associated with the indicator of discomfort of the user determined from sensory data during the discrete user activity generated by a non-body worn sensory component disposed within the hand-held mobile computing device.

Metadata:
- Claim Count in Document: 50.0
- Percentile: 94.0
- Lexical Diversity: 1.84615
- Patent Class: 455.0
- Transitional Phrase Type: none
- Component Type: 0
- Foreign Priority: False
- Related Applications: ['13888055', '12371711', '15156742', '13540374', '09675256']

Analysis Scores:
- 35 USC 101 Eligibility (BERT): 0.6874197462319661
- 35 USC 102 Novelty (BERT): 0.4851189625424315
- Combined Prediction Score: 0.6671896678630126
- Mean Citation Score: 121.81113100000002
- Max Citation Score: 142.11963
- Similarity Product: 90.02979249925555

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