An intelligent information infrastructure to support knowledge discovery

Henry C.W. Lau; Ralph W.L. Ip; Felix T.S. Chan

doi:10.1016/S0957-4174(01)00044-6

An intelligent information infrastructure to support knowledge discovery

Henry C.W. Lau
, Ralph W.L. Ip
, Felix T.S. Chan

Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review

18 Citations (Scopus)

Abstract

The lack of seamless data interchange and efficient data analysis hinders the formation of an effective information infrastructure that serves as the universal platform for data interchange across heterogeneous database systems. This paper proposes the design and implementation of an information infrastructure embracing the emerging eXtensible Markup Language (XML) open standard, together with an intelligent data mining technique combining On-Line Analysis Process (OLAP) and rule-based reasoning approaches to support knowledge discovery. To validate the feasibility of this hybrid approach, an information infrastructure prototype is developed and tested in a company with description of this case example covered in this paper. © 2001 Elsevier Science Ltd. All rights reserved.

Original language	English
Pages (from-to)	1-10
Journal	Expert Systems with Applications
Volume	22
Issue number	1
DOIs	https://doi.org/10.1016/S0957-4174(01)00044-6
Publication status	Published - Jan 2002

Bibliographical note

Publication details (e.g. title, author(s), publication statuses and dates) are captured on an “AS IS” and “AS AVAILABLE” basis at the time of record harvesting from the data source. Suggestions for further amendments or supplementary information can be sent to [email protected].

Research Keywords

Data interchange
Information infrastructure
OLAP
Rule-based reasoning
XML

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title = "An intelligent information infrastructure to support knowledge discovery",

abstract = "The lack of seamless data interchange and efficient data analysis hinders the formation of an effective information infrastructure that serves as the universal platform for data interchange across heterogeneous database systems. This paper proposes the design and implementation of an information infrastructure embracing the emerging eXtensible Markup Language (XML) open standard, together with an intelligent data mining technique combining On-Line Analysis Process (OLAP) and rule-based reasoning approaches to support knowledge discovery. To validate the feasibility of this hybrid approach, an information infrastructure prototype is developed and tested in a company with description of this case example covered in this paper. {\textcopyright} 2001 Elsevier Science Ltd. All rights reserved.",

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AU - Ip, Ralph W.L.

AU - Chan, Felix T.S.

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N2 - The lack of seamless data interchange and efficient data analysis hinders the formation of an effective information infrastructure that serves as the universal platform for data interchange across heterogeneous database systems. This paper proposes the design and implementation of an information infrastructure embracing the emerging eXtensible Markup Language (XML) open standard, together with an intelligent data mining technique combining On-Line Analysis Process (OLAP) and rule-based reasoning approaches to support knowledge discovery. To validate the feasibility of this hybrid approach, an information infrastructure prototype is developed and tested in a company with description of this case example covered in this paper. © 2001 Elsevier Science Ltd. All rights reserved.

AB - The lack of seamless data interchange and efficient data analysis hinders the formation of an effective information infrastructure that serves as the universal platform for data interchange across heterogeneous database systems. This paper proposes the design and implementation of an information infrastructure embracing the emerging eXtensible Markup Language (XML) open standard, together with an intelligent data mining technique combining On-Line Analysis Process (OLAP) and rule-based reasoning approaches to support knowledge discovery. To validate the feasibility of this hybrid approach, an information infrastructure prototype is developed and tested in a company with description of this case example covered in this paper. © 2001 Elsevier Science Ltd. All rights reserved.

KW - Data interchange

KW - Information infrastructure

KW - OLAP

KW - Rule-based reasoning

KW - XML

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DO - 10.1016/S0957-4174(01)00044-6

M3 - RGC 21 - Publication in refereed journal

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SP - 1

EP - 10

JO - Expert Systems with Applications

JF - Expert Systems with Applications

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An intelligent information infrastructure to support knowledge discovery

Abstract

Bibliographical note

Research Keywords

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