PATENT CLAIM ANALYSIS

Application Number: 15958423
Application Type: Utility
Filing Date: 2018-04
Publication Date: 2019-10
Patent Classification: ["715", "719000"]

Abstract:
A method, computer program product, and a system where a processor(s) determines that a processing device of the first computing node is transmitting media content to a user interface of the first computing node, including audio content. The processor(s) progressively obtains, contemporaneous with the transmitting, a textual representation of the audio content. The processor(s) modifies the textual representation of the audio content by utilizing elements of a user profile of the user of the first computing node to identify and modify textual elements of the textual representation of the audio content in accordance with the specific changes. The processor(s) renders the modified textual representation in the user interface, wherein each portion of the textual representation is synchronized to render when a corresponding portion of the audio content is played in the user interface.

Claim (Index 14):
A computer program product comprising:\n a computer readable storage medium readable by one or more processors and storing instructions for execution by the one or more processors for performing a method comprising:\n determining, by the one or more processors, that a processing device of the first computing node is transmitting media content to a user interface of the first computing node, wherein the media content includes audio content; \n progressively obtaining, by the one or more processors, contemporaneous with the transmitting, a textual representation of the audio content; \n progressively modifying, by the one or more processors, the textual representation of the audio content, wherein the progressively modifying comprises:\n identifying, by the one or more processors, a user of the first computing device; \n based on the identifying, generating, by the one or more processors, a user profile for the user, the generating comprising:\n monitoring, by the one or more processors, user activity on the first computing node to identify structured and unstructured data sources storing data related to the user, wherein the activity on the first computing node comprises connecting to the structured and unstructured data sources; \n machine learning, by the one or more processors, personal attributes of the user, based on ingesting structured data and unstructured data from the data sources; \n determining, by the one or more processors, that a portion of the attributes represent elements that correlate with specific changes to textual content; and \n generating, by the one or more processors, the user profile comprising the elements; and \n \n utilizing, by the one or more processors, the elements of the user profile of the user of the first computing node to identify and modify textual elements of the textual representation of the audio content in accordance with the specific changes; and \n \n rendering, by the one or more processors, the modified textual representation in the user interface, wherein each portion of the textual representation is synchronized to render when a corresponding portion of the audio content is played in the user interface.

Metadata:
- Claim Count in Document: 50.0
- Percentile: 91.0
- Lexical Diversity: 2.54098
- Patent Class: 715.0
- Transitional Phrase Type: open
- Component Type: 1
- Foreign Priority: False
- Related Applications: ['14834810', '15226046', '13626968', '15656269', '15175704']

Analysis Scores:
- 35 USC 101 Eligibility (BERT): 0.2649321188727397
- 35 USC 102 Novelty (BERT): 0.4687838271588359
- Combined Prediction Score: 0.2853172897013493
- Mean Citation Score: 168.23183799999995
- Max Citation Score: 179.68288
- Similarity Product: 143.08003042331697

Labels:
- Claim Label 101: 1
- Claim Label 102: 1
- Claim Label 103: 1
- Claim Label 112: 0
- Combined Label: 1
- Label 101 Adjusted: 1

Dataset: test