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 15):
A system for providing dynamic design of user interface elements comprising:\n a server comprising a non-transitory memory, the memory storing software instructions; and one or more processors configured to execute the software instructions to:\n receive user data relating to one or more physical objects, the user data comprising one or more images comprising the one or more physical objects, the one or more physical objects embodying one or more design patterns; \n analyze the user data to identify the one or more physical objects; \n identify, using an image machine learning technique, the one or more design patterns based on the one or more physical objects; \n create a user profile, the user profile corresponding to a user; \n update the user profile, the updated user profile based on the one or more design patterns identified based on the one or more physical objects; \n receive application data relating to one or more applications running on a device remote from the server; \n identify a user interface element corresponding to the one or more applications running on the device; \n modify the user interface element based on the one or more design patterns of the updated user profile; and \n transmit the modified user interface element to the device, \n wherein the modified user interface element is displayed on a screen of the device, the device running the one or more applications when the modified user interface element is displayed, wherein the user interface element comprises one or more user interface windows having a first shape further comprising sharp edges, and wherein the software instructions for modifying the user interface element are further configured to change 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 updated user profile.

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): 0.3233359614973194
- 35 USC 102 Novelty (BERT): 0.4627475251715165
- Combined Prediction Score: 0.3372771178647392
- Mean Citation Score: 150.796166
- Max Citation Score: 154.01979
- Similarity Product: 112.80765616509858

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