WO2006052618A3 - A method, apparatus, and system for clustering and classification - Google Patents
A method, apparatus, and system for clustering and classification Download PDFInfo
- Publication number
- WO2006052618A3 WO2006052618A3 PCT/US2005/039718 US2005039718W WO2006052618A3 WO 2006052618 A3 WO2006052618 A3 WO 2006052618A3 US 2005039718 W US2005039718 W US 2005039718W WO 2006052618 A3 WO2006052618 A3 WO 2006052618A3
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- WIPO (PCT)
- Prior art keywords
- documents
- clusters
- machines
- hash
- classification
- Prior art date
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Classifications
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06Q—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
- G06Q10/00—Administration; Management
- G06Q10/10—Office automation; Time management
- G06Q10/107—Computer-aided management of electronic mailing [e-mailing]
-
- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
- H04L51/00—User-to-user messaging in packet-switching networks, transmitted according to store-and-forward or real-time protocols, e.g. e-mail
- H04L51/21—Monitoring or handling of messages
- H04L51/212—Monitoring or handling of messages using filtering or selective blocking
Abstract
The invention provides a method, apparatus and system for classification and clustering electronic data streams such as email, images and sound files for identification, sorting and efficient storage. The inventive systems disclose labeling a document as belonging to a predefined class though computer methods that comprise the steps of identifying an electronic data stream using one or more learning machines and comparing the outputs from the machines to determine the label to associate with the data. The method further utilizes learning machines in combination with hashing schemes to cluster and classify documents. In one embodiment hash apparatuses and methods taxonomize clusters. In yet another embodiment, clusters of documents utilize geometric hash to contain the documents in a data corpus without the overhead of search and storage.
Priority Applications (3)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CA002590476A CA2590476A1 (en) | 2004-11-04 | 2005-11-03 | A method, apparatus, and system for clustering and classification |
| JP2007540011A JP2008529105A (en) | 2004-11-04 | 2005-11-03 | Method, apparatus and system for clustering and classification |
| EP05824443A EP1825386A4 (en) | 2004-11-04 | 2005-11-03 | A method, apparatus, and system for clustering and classification |
Applications Claiming Priority (2)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| US10/983,258 | 2004-11-04 | ||
| US10/983,258 US7574409B2 (en) | 2004-11-04 | 2004-11-04 | Method, apparatus, and system for clustering and classification |
Publications (2)
| Publication Number | Publication Date |
|---|---|
| WO2006052618A2 WO2006052618A2 (en) | 2006-05-18 |
| WO2006052618A3 true WO2006052618A3 (en) | 2006-08-31 |
Family
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Family Applications (1)
| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| PCT/US2005/039718 WO2006052618A2 (en) | 2004-11-04 | 2005-11-03 | A method, apparatus, and system for clustering and classification |
Country Status (5)
| Country | Link |
|---|---|
| US (2) | US7574409B2 (en) |
| EP (1) | EP1825386A4 (en) |
| JP (1) | JP2008529105A (en) |
| CA (1) | CA2590476A1 (en) |
| WO (1) | WO2006052618A2 (en) |
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Also Published As
| Publication number | Publication date |
|---|---|
| US7574409B2 (en) | 2009-08-11 |
| WO2006052618A2 (en) | 2006-05-18 |
| CA2590476A1 (en) | 2006-05-18 |
| US8010466B2 (en) | 2011-08-30 |
| EP1825386A2 (en) | 2007-08-29 |
| US20100017487A1 (en) | 2010-01-21 |
| US20060095521A1 (en) | 2006-05-04 |
| JP2008529105A (en) | 2008-07-31 |
| EP1825386A4 (en) | 2009-07-29 |
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