PERSONALIZED SUMMARY GENERATION OF DATA VISUALIZATIONS

Patent №

US 10,909,313

Granted

2021-02-02

Filed 2017

Owner

SAS INSTITUTE INC.

Lab

AI components

6

ml · nlp · vision · kr · planning · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

15630462

Various embodiments are generally directed to systems for summarizing data visualizations (i.e., images of data visualizations), such as a graph image, for instance. Some embodiments are particularly directed to a personalized graph summarizer that analyzes a data visualization, or image, to detect pre-defined patterns within the data visualization, and produces a textual summary of the data visualization based on the pre-defined patterns detected within the data visualization. In various embodiments, the personalized graph summarizer may include features to adapt to the preferences of a user for generating an automated, personalized computer-generated narrative. For instance, additional pre-defined patterns may be created for detection and/or the textual summary may be tailored based on user preferences. In some such instances, one or more of the user preferences may be automatically determined by the personalized graph summarizer without requiring the user to explicitly indicate them. Embodiments may integrate machine learning and computer vision concepts.

Machine learningNatural languageVisionKnowledge representationPlanningAI hardwareG06N 20/00G06F 16/5846G06F 18/22G06F 18/24G06F 40/186G06F 40/194G06F 40/56G06V 10/25+6 more

AI classification

Vision1.00
Machine learning1.00
Natural language1.00
Knowledge representation1.00
AI hardware0.99
Planning0.89
Speech0.00
Evolutionary computation0.00

Ownership

SAS INSTITUTE INC.

assignment · 444610707

Assignors

CAN, ETHEM F., CROWELL, RICHARD W., TETTERTON, JAMES, PETERSON, JARED, SETHI, SARATENDU

On an employer assignment, the assignors are typically the inventors.

From the same owner

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