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 1):
A device configured to dynamically display user interface elements on the device, the device comprising:\n a processor; a display in communication with the processor; a wireless transceiver in communication with the processor; and a non-transitory memory storing instructions that, when executed by the processor, cause the processor to perform processing comprising:\n receive sensor data relating to one or more physical objects, the sensor data generated by a sensor, the sensor data comprising image data of one or more images including the one or more physical objects; \n transmit, by the wireless receiver, the sensor data to a server; \n receive, by the processor, design preference data describing one or more user design preferences determined by the server using a machine learning technique, based on one or more design patterns represented by the one or more objects included in the sensor data; \n identify one or more user interface windows corresponding to an application running on the device; \n modify aesthetic characteristics of the one or more user interface windows based on the one or more user design preferences; and \n display, on the display of the device, the modified one or more user interface windows, \n wherein of the one or more user interface windows have one or more first shapes, wherein the one or more modified user interface windows have one or more second shapes, wherein the one or more first shapes are different from the one or more second shapes, and wherein the second shape is based on the one or more user design preferences.

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): 0.3212333561251096
- 35 USC 102 Novelty (BERT): 0.4717386861956667
- Combined Prediction Score: 0.3362838891321653
- Mean Citation Score: 150.796166
- Max Citation Score: 154.01979
- Similarity Product: 104.59151258233489

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