公开(公告)号：US20240095440A1

公开(公告)日：2024-03-21

申请号：US18484674

申请日：2023-10-11

Applicant: Adobe Inc.

Inventor： Md Main Uddin RONY ,  Fan DU ,  Iftikhar Ahamath BURHANUDDIN ,  Ryan ROSSI ,  Niyati Himanshu CHHAYA ,  Eunyee KOH

IPC: G06F40/106 ,  G06F40/40

CPC classification number: G06F40/106 ,  G06F40/40

Abstract: Methods, computer systems, computer-storage media, and graphical user interfaces are provided for facilitating generation and presentation of insights. In one implementation, a set of data is used to generate a data visualization. A candidate insight associated with the data visualization is generated, the candidate insight being generated in text form based on a text template and comprising a descriptive insight, a predictive insight, an investigative, or a prescriptive insight. A set of natural language insights is generated, via a machine learning model. The natural language insights represent the candidate insight in a text style that is different from the text template. A natural language insight having the text style corresponding with a desired text style is selected for presenting the candidate insight and, thereafter, the selected natural language insight and data visualization are providing for display via a graphical user interface.

公开(公告)号：US20250103912A1

公开(公告)日：2025-03-27

申请号：US18471996

申请日：2023-09-21

Applicant: Adobe Inc.

Inventor： Raunak SHAH ,  Vibhor PORWAL ,  Koyel MUKHERJEE ,  Iftikhar Ahamath BURHANUDDIN ,  Saurabh MAHAPATRA ,  Annamalai ANNAMALAI ,  Fan DU

IPC: G06N5/022

Abstract: A data insight generation system generates facts from a dataset. Importance scores are determined for the facts. Facts having the highest importance scores are generated for display at a user interface. A selection of a displayed fact is received. Based on the selection, dependent facts are generated by adding subspaces to the selected fact. The dependent facts are generated for display at the user interface.