Patent · US Active

Spectral clustering for multi-type relational data

US8700547B2 · kind B2 · utility

10Cited by

0References

20Claims

0Family size

Assignee

The Research Foundation for The State University of New York · US

Inventors

Bo Long · Philadelphia, US
Zhongfei Zhang · Vestal, US

Key dates

Filing date	May 22, 2012
Grant date	Apr 15, 2014
Priority date	—
Expiry date	Jun 14, 2032

Classification

Technology area (CPC G)Physics
CPC primaryG06F16/285
WIPO fieldComputer technology
WIPO sectorElectrical engineering

Abstract

A general model is provided which provides collective factorization on related matrices, for multi-type relational data clustering. The model is applicable to relational data with various structures. Under this model, a spectral relational clustering algorithm is provided to cluster multiple types of interrelated data objects simultaneously. The algorithm iteratively embeds each type of data objects into low dimensional spaces and benefits from the interactions among the hidden structures of different types of data objects.

Source: USPTO / EPO open patent data. Objective bibliographic and citation counts.