WO2008042264A3 - Distributed method for integrating data mining and text categorization techniques - Google Patents

Distributed method for integrating data mining and text categorization techniques Download PDF

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Publication number
WO2008042264A3
WO2008042264A3 PCT/US2007/020938 US2007020938W WO2008042264A3 WO 2008042264 A3 WO2008042264 A3 WO 2008042264A3 US 2007020938 W US2007020938 W US 2007020938W WO 2008042264 A3 WO2008042264 A3 WO 2008042264A3
Authority
WO
WIPO (PCT)
Prior art keywords
documents
data mining
rule
text categorization
integrating data
Prior art date
Application number
PCT/US2007/020938
Other languages
French (fr)
Other versions
WO2008042264A2 (en
Inventor
Ali Hadjarian
Original Assignee
Inferx Corp
Ali Hadjarian
Priority date (The priority date is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the date listed.)
Filing date
Publication date
Application filed by Inferx Corp, Ali Hadjarian filed Critical Inferx Corp
Publication of WO2008042264A2 publication Critical patent/WO2008042264A2/en
Publication of WO2008042264A3 publication Critical patent/WO2008042264A3/en

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Classifications

    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N20/00—Machine learning
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
    • G06F16/30—Information retrieval; Database structures therefor; File system structures therefor of unstructured textual data
    • G06F16/35—Clustering; Classification
    • G06F16/355—Class or cluster creation or modification

Abstract

A method for prediction analysis using text categorization is provided. The method includes the steps of: grouping a plurality of text documents into a plurality of classes; selecting a top m most discriminatory terms for each class of documents using statistical based measures; determining for each document the presence or absence of each of the discriminatory terms, learning rule-based models of each class of documents using a rule learning algorithm; determining, for at least a portion of the plurality of documents, if a given learned rule has been satisfied by each respective document; creating a database of the rules associated with documents satisfying the rules; and performing distributed data mining to form a predictive result based on at least a portion of the plurality of documents.
PCT/US2007/020938 2006-09-29 2007-09-28 Distributed method for integrating data mining and text categorization techniques WO2008042264A2 (en)

Applications Claiming Priority (2)

Application Number Priority Date Filing Date Title
US84809206P 2006-09-29 2006-09-29
US60/848,092 2006-09-29

Publications (2)

Publication Number Publication Date
WO2008042264A2 WO2008042264A2 (en) 2008-04-10
WO2008042264A3 true WO2008042264A3 (en) 2008-07-24

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ID=39268995

Family Applications (1)

Application Number Title Priority Date Filing Date
PCT/US2007/020938 WO2008042264A2 (en) 2006-09-29 2007-09-28 Distributed method for integrating data mining and text categorization techniques

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WO (1) WO2008042264A2 (en)

Families Citing this family (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
IN2015CH03928A (en) 2015-07-30 2015-08-14 Wipro Ltd
CN112766506A (en) * 2021-01-19 2021-05-07 澜途集思生态科技集团有限公司 Knowledge base construction method based on architecture

Citations (4)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20030041042A1 (en) * 2001-08-22 2003-02-27 Insyst Ltd Method and apparatus for knowledge-driven data mining used for predictions
US20050154692A1 (en) * 2004-01-14 2005-07-14 Jacobsen Matthew S. Predictive selection of content transformation in predictive modeling systems
US20060101048A1 (en) * 2004-11-08 2006-05-11 Mazzagatti Jane C KStore data analyzer
US20060190310A1 (en) * 2005-02-24 2006-08-24 Yasu Technologies Pvt. Ltd. System and method for designing effective business policies via business rules analysis

Patent Citations (4)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20030041042A1 (en) * 2001-08-22 2003-02-27 Insyst Ltd Method and apparatus for knowledge-driven data mining used for predictions
US20050154692A1 (en) * 2004-01-14 2005-07-14 Jacobsen Matthew S. Predictive selection of content transformation in predictive modeling systems
US20060101048A1 (en) * 2004-11-08 2006-05-11 Mazzagatti Jane C KStore data analyzer
US20060190310A1 (en) * 2005-02-24 2006-08-24 Yasu Technologies Pvt. Ltd. System and method for designing effective business policies via business rules analysis

Also Published As

Publication number Publication date
WO2008042264A2 (en) 2008-04-10

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