BRPI0502591A - Geração automatizada de taxonomia - Google Patents

Geração automatizada de taxonomia

Info

Publication number
BRPI0502591A
BRPI0502591A BR0502591-5A BRPI0502591A BRPI0502591A BR PI0502591 A BRPI0502591 A BR PI0502591A BR PI0502591 A BRPI0502591 A BR PI0502591A BR PI0502591 A BRPI0502591 A BR PI0502591A
Authority
BR
Brazil
Prior art keywords
nodes
binary tree
document
documents
node
Prior art date
Application number
BR0502591-5A
Other languages
English (en)
Inventor
Christopher B Weare
Original Assignee
Microsoft Corp
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 Microsoft Corp filed Critical Microsoft Corp
Publication of BRPI0502591A publication Critical patent/BRPI0502591A/pt

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Classifications

    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F16/00Information retrieval; Database structures therefor; File system structures therefor
    • G06F16/30Information retrieval; Database structures therefor; File system structures therefor of unstructured textual data
    • G06F16/36Creation of semantic tools, e.g. ontology or thesauri
    • G06F16/367Ontology
    • YGENERAL TAGGING OF NEW TECHNOLOGICAL DEVELOPMENTS; GENERAL TAGGING OF CROSS-SECTIONAL TECHNOLOGIES SPANNING OVER SEVERAL SECTIONS OF THE IPC; TECHNICAL SUBJECTS COVERED BY FORMER USPC CROSS-REFERENCE ART COLLECTIONS [XRACs] AND DIGESTS
    • Y10TECHNICAL SUBJECTS COVERED BY FORMER USPC
    • Y10STECHNICAL SUBJECTS COVERED BY FORMER USPC CROSS-REFERENCE ART COLLECTIONS [XRACs] AND DIGESTS
    • Y10S707/00Data processing: database and file management or data structures
    • Y10S707/99931Database or file accessing
    • Y10S707/99933Query processing, i.e. searching
    • YGENERAL TAGGING OF NEW TECHNOLOGICAL DEVELOPMENTS; GENERAL TAGGING OF CROSS-SECTIONAL TECHNOLOGIES SPANNING OVER SEVERAL SECTIONS OF THE IPC; TECHNICAL SUBJECTS COVERED BY FORMER USPC CROSS-REFERENCE ART COLLECTIONS [XRACs] AND DIGESTS
    • Y10TECHNICAL SUBJECTS COVERED BY FORMER USPC
    • Y10STECHNICAL SUBJECTS COVERED BY FORMER USPC CROSS-REFERENCE ART COLLECTIONS [XRACs] AND DIGESTS
    • Y10S707/00Data processing: database and file management or data structures
    • Y10S707/99931Database or file accessing
    • Y10S707/99933Query processing, i.e. searching
    • Y10S707/99935Query augmenting and refining, e.g. inexact access
    • YGENERAL TAGGING OF NEW TECHNOLOGICAL DEVELOPMENTS; GENERAL TAGGING OF CROSS-SECTIONAL TECHNOLOGIES SPANNING OVER SEVERAL SECTIONS OF THE IPC; TECHNICAL SUBJECTS COVERED BY FORMER USPC CROSS-REFERENCE ART COLLECTIONS [XRACs] AND DIGESTS
    • Y10TECHNICAL SUBJECTS COVERED BY FORMER USPC
    • Y10STECHNICAL SUBJECTS COVERED BY FORMER USPC CROSS-REFERENCE ART COLLECTIONS [XRACs] AND DIGESTS
    • Y10S707/00Data processing: database and file management or data structures
    • Y10S707/99941Database schema or data structure
    • Y10S707/99942Manipulating data structure, e.g. compression, compaction, compilation
    • YGENERAL TAGGING OF NEW TECHNOLOGICAL DEVELOPMENTS; GENERAL TAGGING OF CROSS-SECTIONAL TECHNOLOGIES SPANNING OVER SEVERAL SECTIONS OF THE IPC; TECHNICAL SUBJECTS COVERED BY FORMER USPC CROSS-REFERENCE ART COLLECTIONS [XRACs] AND DIGESTS
    • Y10TECHNICAL SUBJECTS COVERED BY FORMER USPC
    • Y10STECHNICAL SUBJECTS COVERED BY FORMER USPC CROSS-REFERENCE ART COLLECTIONS [XRACs] AND DIGESTS
    • Y10S707/00Data processing: database and file management or data structures
    • Y10S707/99941Database schema or data structure
    • Y10S707/99943Generating database or data structure, e.g. via user interface

Landscapes

  • Engineering & Computer Science (AREA)
  • Theoretical Computer Science (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Animal Behavior & Ethology (AREA)
  • Computational Linguistics (AREA)
  • Data Mining & Analysis (AREA)
  • Databases & Information Systems (AREA)
  • Physics & Mathematics (AREA)
  • General Engineering & Computer Science (AREA)
  • General Physics & Mathematics (AREA)
  • Information Retrieval, Db Structures And Fs Structures Therefor (AREA)

Abstract

"GERAçãO AUTOMATIZADA DE TAXONOMIA". Em uma taxonomia hierárquica de documento, as categorias de informação podem ser estruturadas como uma árvore binária com os nós da árvore binária contendo informações relevantes para a busca. A árvore binária pode ser <39>treinada<39>, ou formada examinando um conjunto de documentos de treinamento e separando aqueles documentos em dois nós filhos. Cada um daqueles conjuntos de documentos pode ser então dividido adicionalmente em dois nós a fim de criar a estrutura de dados de árvore binária. os nós podem ser gerados para maximizar a probabilidade de que todos os documentos de treinamento estejam em qualquer um ou ambos nós filhos. Em um exemplo, cada nó da árvore binária pode ser associado a uma lista de termos e cada termo em cada lista de termos é associado a uma probabilidade daquele termo aparecer em um documento dado aquele nó. Documentos novos podem ser categorizados pelos nós da árvore. Por exemplo, os documentos novos podem ser designados a um nó específico com base na similaridade estatistica entre aquele documento e o nó associado.
BR0502591-5A 2004-06-30 2005-06-28 Geração automatizada de taxonomia BRPI0502591A (pt)

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
US10/881,893 US7266548B2 (en) 2004-06-30 2004-06-30 Automated taxonomy generation

Publications (1)

Publication Number Publication Date
BRPI0502591A true BRPI0502591A (pt) 2006-02-07

Family

ID=35063178

Family Applications (1)

Application Number Title Priority Date Filing Date
BR0502591-5A BRPI0502591A (pt) 2004-06-30 2005-06-28 Geração automatizada de taxonomia

Country Status (8)

Country Link
US (1) US7266548B2 (pt)
EP (1) EP1612701A3 (pt)
JP (1) JP4141460B2 (pt)
KR (1) KR20060048583A (pt)
CN (1) CN1716256A (pt)
BR (1) BRPI0502591A (pt)
CA (1) CA2510761A1 (pt)
MX (1) MXPA05007136A (pt)

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Also Published As

Publication number Publication date
MXPA05007136A (es) 2006-01-11
CA2510761A1 (en) 2005-12-30
US7266548B2 (en) 2007-09-04
EP1612701A3 (en) 2008-05-21
JP2006018829A (ja) 2006-01-19
CN1716256A (zh) 2006-01-04
JP4141460B2 (ja) 2008-08-27
KR20060048583A (ko) 2006-05-18
EP1612701A2 (en) 2006-01-04
US20060004747A1 (en) 2006-01-05

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