DISCOVERING RELATIONSHIPS IN TABULAR DATA

Patent №

US 9,606,978

Granted

2017-03-28

Filed 2013

Owner

INTERNATIONAL BUSINESS MACHINES CORPORATION

AI components

5

ml · nlp · kr · planning · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

14090184

A method for discovering relationships in tabular data is provided in the illustrative embodiments. A set of documents is received, a document in the set including the tabular data. A cell in the tabular data is selected whose dependencies are to be determined. A hypothesis to use in conjunction with the cell is selected. Whether the hypothesis applies to a selected portion of the document is tested by determining whether a conclusion in the hypothesis can be computed using a function specified in the hypothesis on the selected portion. The selected portion can be a selected cell-range in the tabular data or content in a non-tabular portion of the document. The hypothesis is utilized to describe the cell relative to the selected portion.

AI classification

Knowledge representation1.00
Planning0.99
AI hardware0.99
Natural language0.97
Machine learning0.54
Vision0.05
Speech0.00
Evolutionary computation0.00

Ownership

INTERNATIONAL BUSINESS MACHINES CORPORATION

assignment · 316770973

Assignors

BYRON, DONNA K., GERARD, SCOTT N., PIKOVSKY, ALEXANDER, SANCHEZ, MATTHEW B.

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

From the same owner

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