IP Library Granted Patent US 12705076
Granted Patent B1
US 12705076 · App. 19/397,222 · Granted Aug 11, 2026

Apparatus for and method of displaying a modified user interface element

Inventor: Christopher Turner (Dover, DE)
Assignee: EmergIP, LLC
G06F9/451G06F3/0482G06F40/205G06T13/80
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Quick Facts
Patent No.
US 12705076
App. No.
19/397,222
Granted
Aug 11, 2026
Kind
B1
Abstract

An apparatus and method for displaying a modified user interface element. The apparatus includes at least a processor and a memory communicatively connected to the at least a processor. The memory instructs the processor to receive batch data of subject data associated with a subject profile of a plurality of subject profiles, generate a prediction associated with the batch data, generate a user interface element as a function of the prediction and the batch data, and display, using a first client device, the user interface element. The memory instructs the processor to receive feedback data from the first client device, generate a modified user interface element as a function of the prediction and the feedback data, and display, using a second client device, the modified user interface element. The batch data is associated with event data and the feedback data is associated with the user interface element.

Claims (16)

1 . An apparatus for displaying a modified user interface element, wherein the apparatus comprises: at least a computing device, wherein the at least a computing device comprises: a memory; and at least a processor communicatively connected to the memory, wherein the memory contains instructions configuring the at least a processor to: receive batch data of subject data associated with a subject profile of a plurality of subject profiles, wherein the batch data is associated with event data; generate a prediction associated with the batch data; generate a user interface element as a function of the prediction and the batch data; display, using a first client device, the user interface element; receive feedback data from the first client device, wherein the feedback data is associated with the user interface element; generate a modified user interface element as a function of the prediction and the feedback data; and display, using a second client device, the modified user interface element, wherein the prediction comprises one or more of interpolation data and an adjustment value, wherein the adjustment value is generated as a function of the batch data, wherein the at least a processor is further configured to: display the modified user interface element on a plurality of client devices; and synchronize visual changes between the client devices in real time responsive to the feedback data.

2 . The apparatus of claim 1 , wherein the user interface element comprises a chatbot field.

3 . The apparatus of claim 2 , wherein the at least a processor is further configured to: receive, using a natural language processor, text data input into the chatbot field; and encode the text data by segmenting the text data into linguistic units and generating a vector representation of the segmented text as a function of a contextual embedding model.

4 . The apparatus of claim 1 , wherein the at least a processor is further configured to: generate a plurality of user interface elements arranged in a sequence, each user interface element generated in response to a prior user input; and display the plurality of user interface elements as an iterative series of prompts.

5 . The apparatus of claim 1 , wherein the at least a processor is further configured to generate a display structure of the user interface element as a function of the prediction and a subject category associated with the subject profile.

6 . The apparatus of claim 1 , wherein the at least a processor is further configured to: generate, as a function of the prediction, a visual layout comprising one or more dynamic graphical user interface components.

7 . The apparatus of claim 1 , wherein the at least a processor is further configured to: generate, within the user interface element, an adaptive display region configured to render input modes including one or more of a selectable menu and a graphical control.

8 . The apparatus of claim 1 , wherein the at least a processor is further configured to: modify a visual presentation of the user interface element by adjusting at least a color scheme and animation sequence as a function of the prediction and the received feedback data.

9 . A method of displaying a modified user interface element, wherein the method comprises: receiving, using at least a processor, batch data of subject data associated with a subject profile of a plurality of subject profiles, wherein the batch data is associated with event data; generating, using the at least a processor, a prediction associated with the batch data; generating, using the at least a processor, a user interface element as a function of the prediction and the batch data; displaying, using a first client device, the user interface element; receiving, using the at least a processor, feedback data from the first client device, wherein the feedback data is associated with the user interface element; generating, using the at least a processor, a modified user interface element as a function of the prediction and the feedback data; and displaying, using a second client device, the modified user interface element, wherein the prediction comprises one or more of interpolation data and an adjustment value, wherein the adjustment value is generated as a function of the batch data, wherein the at least a processor is further configured to: display the modified user interface element on a plurality of client devices; and synchronize visual changes between the client devices in real time responsive to the feedback data.

10 . The method of claim 9 , wherein the user interface element comprises a chatbot field.

11 . The method of claim 10 , further comprising: receiving, using a natural language processor, text data input into the chatbot field; and encoding, using the at least a processor, the text data by segmenting the text data into linguistic units and generating a vector representation of the segmented text as a function of a contextual embedding model.

12 . The method of claim 9 , further comprising: generating, using the at least a processor, a plurality of user interface elements arranged in a sequence, each user interface element generated in response to a prior user input; and displaying, using the at least a processor, the plurality of user interface elements as an iterative series of prompts.

13 . The method of claim 9 , further comprising generating, using the at least a processor, a display structure of the user interface element as a function of the prediction and a subject category associated with the subject profile.

14 . The method of claim 9 , further comprising: generating, using the at least a processor as a function of the prediction, a visual layout comprising one or more dynamic graphical user interface components.

15 . The method of claim 9 , further comprising: generating, using the at least a processor within the user interface element, an adaptive display region configured to render input modes including one or more of a selectable menu and a graphical control.

16 . The method of claim 9 , further comprising: modifying, using the at least a processor, a visual presentation of the user interface element by adjusting at least a color scheme and animation sequence as a function of the prediction and the received feedback data.