SYSTEM AND METHOD FOR IMPLEMENTING A KNOWLEDGE MANAGEMENT SYSTEM

Patent №

US 6,711,585

Granted

2004-03-23

Filed 2000

Owner

KANISA, INC.

Lab

AI components

6

ml · nlp · vision · kr · planning · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

09594083

A method and system organize and retrieve information using taxonomies, a document classifier, and an autocontextualizer. Documents (or other knowledge containers) in an organization and retrieval subsystem may be manually or automatically classified into taxonomies. Documents are transformed from clear text into a structured record. Automatically constructed indexes help identify when the structured record is an appropriate response to a query. An automatic term extractor creates a list of terms indicative of the documents' subject matter. A subject matter expert identifies the terms relevant to the taxonomies. A term analysis system assigns the relevant terns to one or more taxonomies, and a suitable algorithm is then used to determine the relatedness between each list of terms and its associated taxonomy. The system then clusters documents for each taxonomy in accordance with the weights ascribed to the terms in the taxonomy's list and a directed acyclic graph (DAG) structure is created.

Machine learningNatural languageVisionKnowledge representationPlanningAI hardwareG06F 16/367G06F 16/313G06F 16/3338G06F 16/353G06F 16/36Y10S 707/99942Y10S 707/99943Y10S 707/99944+2 more

AI classification

Natural language1.00
Knowledge representation1.00
Planning1.00
Machine learning1.00
AI hardware0.99
Vision0.52
Speech0.21
Evolutionary computation0.00

Ownership

KANISA, INC.

assignment · 112580704

Assignors

COPPERMAN, MAX, ANGEL, MARK, RUDY, JEFFREY H., HUFFMAN, SCOTT B., KAY, DAVID B., FRATKINA, RAYA

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

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