Interactive Tree Representing Attribute Quality or Consumption Metrics for Data Ingestion
USPTO · 2025
★ Granted US 12,340,333
Abstract
Embodiments provide systems, methods, and computer storage media for management, assessment, navigation, and/or discovery of data based on data quality, consumption, and/or utility metrics. Data may be assessed using attribute-level and/or record-level metrics that quantify data: “quality”—the condition of data (e.g., presence of incorrect or incomplete values), its “consumption”—the tracked usage of data in downstream applications (e.g., utilization of attributes in dashboard widgets or customer segmentation rules), and/or its “utility”—a quantifiable impact resulting from the consumption of data (e.g., revenue or number of visits resulting from marketing campaigns that use particular datasets, storage costs of data). This data assessment may be performed at different stages of a data intake, preparation, and/or modeling lifecycle. For example, an interactive tree view may visually represent a nested attribute schema and attribute quality or consumption metrics to facilitate discovery of bad data before ingesting into a data lake.
Citation
@patent{narechania2025interactivetree,
author = {Narechania, Arpit Ajay and Du, Fan and Sinha, Atanu R. and Rossi, Ryan A. and Hoffswell, Jane Elizabeth and Guo, Shunan and Koh, Eunyee and Anderson, John and Surange, Sonali and Mahapatra, Saurabh and Holtcamp, Vasanthi},
title = {{Interactive tree representing attribute quality or consumption metrics for data ingestion and other applications}},
number = {US12340333B2},
year = {2025},
month = jun,
day = {24},
nationality = {US},
assignee = {Adobe Inc.},
url = {https://image-ppubs.uspto.gov/dirsearch-public/print/downloadPdf/12340333}
}