Dataset analysis and dataset attribute inferencing to form collaborative datasets

US10452677B2 · kind B2 · utility

Assignee

• data.world, Inc. · US

Inventors

• Bryon Kristen Jacob · Austin, US
• David Lee Griffith · Pleasanton, US
• Triet Minh Le · Austin, US
• Jon Loyens · Austin, US
• Brett A. Hurt · Austin, US
• Arthur Albert Keen · Austin, US

Key dates

• Filing date: Jun 19, 2016
• Grant date: Oct 22, 2019
• Expiry date: Jun 28, 2037

Classification

• Technology area (CPC G): Physics
• CPC primary: G06N20/00
• WIPO field: Computer technology
• WIPO sector: Electrical engineering

Abstract

Various embodiments relate generally to data science and data analysis, computer software and systems, and wired and wireless network communications to provide an interface between repositories of disparate datasets and computing machine-based entities that seek access to the datasets, and, more specifically, to a computing and data storage platform that facilitates consolidation of one or more datasets, whereby a collaborative data layer and associated logic facilitate, for example, efficient access to, and implementation of, collaborative datasets. In some examples, a method may include receiving a dataset having a data format into a dataset ingestion controller configured to form a collaborative dataset, interpreting data of the dataset against data classifications at an inference engine to derive at least an inferred attribute, associating the data with annotative data identifying the inferred attribute, and converting the dataset at a format converter to form an atomized dataset.