PATENT CLAIM ANALYSIS

Application Number: 15947553
Application Type: Utility
Filing Date: 2018-04
Publication Date: 2019-10
Patent Classification: ["715", "744000"]

Abstract:
A user device may receive sensor data relating to one or more physical objects, transmit the sensor data to a server, receive a user profile relating to a user of the device, identify a user interface element corresponding to an application, modify the user interface element based on the user profile, and display the modified user interface element. A server may receive data relating to one or more physical objects, identify the one or more design patterns based on the one or more physical objects, create a user profile, update the user profile, receive application data relating to one or more applications running on a device remote from the server, identify a user interface element corresponding to the one or more applications running on the device, modify the user interface element based on the updated user profile, and transmit the modified user interface element to the device.

Claim (Index 7):
A method for dynamically changing one or more a user interface elements on a device comprising:\n receiving, by a processor of the device, user data relating to one or more physical objects, the user data generated by a sensor, the user data comprising one or more images; transmitting, by a wireless transceiver of the device, the user data to a server; receiving, by the processor, design preference data in response to transmitting the user data to the server, the design preference data based on one or more design patterns represented by the one or more physical objects, the one or more physical objects identifiable in the one or more images, the design preference data identified by the server using a machine learning technique; identifying, by the processor, the one or more a user interface elements corresponding to an application running on the device; modifying, by the processor, the one or more user interface elements based on the design preference data; and displaying the one or more modified user interface elements on a display of the device, wherein the displayed one or more modified user interface elements relates to the application running on the device, wherein the one or more user interface elements comprises one or more user interface windows with a first shape having sharp edges, and wherein modifying the one or more user interface elements further comprises changing the one or more user interface windows to a second shape different from the first shape, the second shape having rounded edges, wherein the second shape is based on the design preferences data.

Metadata:
- Claim Count in Document: 42.0
- Percentile: 91.0
- Lexical Diversity: 3.74419
- Patent Class: 715.0
- Transitional Phrase Type: open
- Component Type: 1
- Foreign Priority: False
- Related Applications: ['09632318', '14275569', '14957176', '15290430', '13771494']

Analysis Scores:
- 35 USC 101 Eligibility (BERT): 0.3243020202349374
- 35 USC 102 Novelty (BERT): 0.4586341746516835
- Combined Prediction Score: 0.337735235676612
- Mean Citation Score: 150.796166
- Max Citation Score: 154.01979
- Similarity Product: 116.5734590227926

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