US 2026/0093901 A1 · TEXT CLUSTERING WITH HEURISTIC AND MULTI-METRIC CONTROL

Abstract

Implementations generally relate to text clustering with heuristic and multi-metric control. In some implementations, a method includes receiving an electronic source document containing text. The method further includes dividing the text into text units, encoding the text units, and transforming the text units into numerical values. The method further includes generating a graph of the text units based on the numeric values, where the graph includes nodes corresponding to the text units and edges corresponding to pairs of the text units. The method further includes ordering the text units into text clusters based on the graph of the text units. The method further includes generating an electronic target document that presents the text clusters based on one or more preference heuristics.

Claims20

Dependent claims

A system comprising:

one or more processors;
and
logic encoded in one or more non-transitory computer-readable storage media for execution by the one or more processors and when executed operable to cause the one or more processors to perform operations comprising:
receiving an electronic source document containing text;
dividing the text into text units;
encoding the text units;
transforming the text units into numerical values, wherein the text units are associated with their respective numeric values;
and
generating a graph of the text units based on the numeric values, wherein the graph comprises nodes corresponding to the text units and edges corresponding to pairs of the text units.

6 more elements

Dependencies are inferred from the claim text.

Text clustering with heuristic and multi-metric control

Life of this patent

Text clustering with heuristic and multi-metric control

Life of this patent

Abstract

Claims20