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 5):
The method of  claim 1 , wherein the knowledge base movements labeled as problematic ergonomic movements are each labeled with the discrete user activity that physically operates the hand-held mobile computing device, the method further comprising:\n determining an association of the current user ergonomic movement pattern to a current hand-held mobile computing device processing discrete activity of the user; and wherein the determining 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 is a function of matching the current hand-held mobile computing device processing activity of the user to the labeled user activity matching one of the knowledge base movements labeled as a problematic ergonomic movement physically operating 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: open
- Component Type: 1
- Foreign Priority: False
- Related Applications: ['13888055', '12371711', '15156742', '13540374', '09675256']

Analysis Scores:
- 35 USC 101 Eligibility (BERT): 0.6636911948924593
- 35 USC 102 Novelty (BERT): 0.4730230819806373
- Combined Prediction Score: 0.644624383601277
- Mean Citation Score: 121.81113100000002
- Max Citation Score: 142.11963
- Similarity Product: 97.84708472893956

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