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 20):
The computer program product of  claim 19 , wherein the computer readable program code instructions for execution by the processor further cause the processor to determine the ergonomic movement pattern for the user for the discrete user activity while the user physically operates the hand-held mobile computing device by a determination from a non-body worn sensing component disposed within the hand-held mobile computing device comprises: identification of user fingers that are engaging the hand-held mobile computing device to enter text characters into an application running on the mobile device via the keypad input component with the touch screen of the hand-held mobile computing device, an orientation of the user hand of the fingers relative to the hand-held mobile computing device, and a rate of entry of text characters into the application running on the hand-held mobile computing device via the keypad input component with touch screen of the hand-held mobile 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): 0.6901225507233412
- 35 USC 102 Novelty (BERT): 0.4734439291246162
- Combined Prediction Score: 0.6684546885634687
- Mean Citation Score: 121.81113100000002
- Max Citation Score: 142.11963
- Similarity Product: 99.34036779900671

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