Object-oriented data warehouse for information fusion from heterogeneous distributed data and knowledge sources

L. Miller, Vasant Honavar, Johnny Wong, Sree Nilakanta

Research output: Chapter in Book/Report/Conference proceedingConference contribution

14 Citations (Scopus)

Abstract

Tools for accessing, transforming, organizing and assimilating data and knowledge from multiple heterogeneous, distributed data and knowledge sources in a form that is suitable for further analysis constitute some of the key enabling technologies for translating recent advances in automated data acquisition, digital storage, computers and communications into fundamental advances in organizational decision support, data analysis, and related applications. The design, implementation, and evaluation of a data warehouse using object-oriented views and mediator agents for bridging the mismatch between data sources and clients has been a major focus of research as part of the Distributed Knowledge Networks Project at the Iowa State University Artificial Intelligence Research Laboratory over the past two years. This paper describes the design, implementation, and population of a data warehouse component of distributed knowledge networks.

Original languageEnglish (US)
Title of host publication1998 IEEE Information Technology Conference
Subtitle of host publicationInformation Environment for the Future, IT 1998
PublisherInstitute of Electrical and Electronics Engineers Inc.
Pages27-30
Number of pages4
ISBN (Electronic)0780399145, 9780780399143
DOIs
StatePublished - Jan 1 1998
Event1998 IEEE Information Technology Conference, IT 1998 - Syracuse, United States
Duration: Sep 3 1998 → …

Publication series

Name1998 IEEE Information Technology Conference: Information Environment for the Future, IT 1998
Volume1998-September

Other

Other1998 IEEE Information Technology Conference, IT 1998
CountryUnited States
CitySyracuse
Period9/3/98 → …

Fingerprint

Information fusion
Data warehouses
Digital storage
Research laboratories
Artificial intelligence
Data acquisition
Communication

All Science Journal Classification (ASJC) codes

  • Safety, Risk, Reliability and Quality
  • Artificial Intelligence
  • Computer Networks and Communications
  • Computer Science Applications
  • Hardware and Architecture
  • Information Systems
  • Software

Cite this

Miller, L., Honavar, V., Wong, J., & Nilakanta, S. (1998). Object-oriented data warehouse for information fusion from heterogeneous distributed data and knowledge sources. In 1998 IEEE Information Technology Conference: Information Environment for the Future, IT 1998 (pp. 27-30). (1998 IEEE Information Technology Conference: Information Environment for the Future, IT 1998; Vol. 1998-September). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/IT.1998.713374
Miller, L. ; Honavar, Vasant ; Wong, Johnny ; Nilakanta, Sree. / Object-oriented data warehouse for information fusion from heterogeneous distributed data and knowledge sources. 1998 IEEE Information Technology Conference: Information Environment for the Future, IT 1998. Institute of Electrical and Electronics Engineers Inc., 1998. pp. 27-30 (1998 IEEE Information Technology Conference: Information Environment for the Future, IT 1998).
@inproceedings{a4960f2d77e14a15ad99ceb7f625ab83,
title = "Object-oriented data warehouse for information fusion from heterogeneous distributed data and knowledge sources",
abstract = "Tools for accessing, transforming, organizing and assimilating data and knowledge from multiple heterogeneous, distributed data and knowledge sources in a form that is suitable for further analysis constitute some of the key enabling technologies for translating recent advances in automated data acquisition, digital storage, computers and communications into fundamental advances in organizational decision support, data analysis, and related applications. The design, implementation, and evaluation of a data warehouse using object-oriented views and mediator agents for bridging the mismatch between data sources and clients has been a major focus of research as part of the Distributed Knowledge Networks Project at the Iowa State University Artificial Intelligence Research Laboratory over the past two years. This paper describes the design, implementation, and population of a data warehouse component of distributed knowledge networks.",
author = "L. Miller and Vasant Honavar and Johnny Wong and Sree Nilakanta",
year = "1998",
month = "1",
day = "1",
doi = "10.1109/IT.1998.713374",
language = "English (US)",
series = "1998 IEEE Information Technology Conference: Information Environment for the Future, IT 1998",
publisher = "Institute of Electrical and Electronics Engineers Inc.",
pages = "27--30",
booktitle = "1998 IEEE Information Technology Conference",
address = "United States",

}

Miller, L, Honavar, V, Wong, J & Nilakanta, S 1998, Object-oriented data warehouse for information fusion from heterogeneous distributed data and knowledge sources. in 1998 IEEE Information Technology Conference: Information Environment for the Future, IT 1998. 1998 IEEE Information Technology Conference: Information Environment for the Future, IT 1998, vol. 1998-September, Institute of Electrical and Electronics Engineers Inc., pp. 27-30, 1998 IEEE Information Technology Conference, IT 1998, Syracuse, United States, 9/3/98. https://doi.org/10.1109/IT.1998.713374

Object-oriented data warehouse for information fusion from heterogeneous distributed data and knowledge sources. / Miller, L.; Honavar, Vasant; Wong, Johnny; Nilakanta, Sree.

1998 IEEE Information Technology Conference: Information Environment for the Future, IT 1998. Institute of Electrical and Electronics Engineers Inc., 1998. p. 27-30 (1998 IEEE Information Technology Conference: Information Environment for the Future, IT 1998; Vol. 1998-September).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

TY - GEN

T1 - Object-oriented data warehouse for information fusion from heterogeneous distributed data and knowledge sources

AU - Miller, L.

AU - Honavar, Vasant

AU - Wong, Johnny

AU - Nilakanta, Sree

PY - 1998/1/1

Y1 - 1998/1/1

N2 - Tools for accessing, transforming, organizing and assimilating data and knowledge from multiple heterogeneous, distributed data and knowledge sources in a form that is suitable for further analysis constitute some of the key enabling technologies for translating recent advances in automated data acquisition, digital storage, computers and communications into fundamental advances in organizational decision support, data analysis, and related applications. The design, implementation, and evaluation of a data warehouse using object-oriented views and mediator agents for bridging the mismatch between data sources and clients has been a major focus of research as part of the Distributed Knowledge Networks Project at the Iowa State University Artificial Intelligence Research Laboratory over the past two years. This paper describes the design, implementation, and population of a data warehouse component of distributed knowledge networks.

AB - Tools for accessing, transforming, organizing and assimilating data and knowledge from multiple heterogeneous, distributed data and knowledge sources in a form that is suitable for further analysis constitute some of the key enabling technologies for translating recent advances in automated data acquisition, digital storage, computers and communications into fundamental advances in organizational decision support, data analysis, and related applications. The design, implementation, and evaluation of a data warehouse using object-oriented views and mediator agents for bridging the mismatch between data sources and clients has been a major focus of research as part of the Distributed Knowledge Networks Project at the Iowa State University Artificial Intelligence Research Laboratory over the past two years. This paper describes the design, implementation, and population of a data warehouse component of distributed knowledge networks.

UR - http://www.scopus.com/inward/record.url?scp=84902110321&partnerID=8YFLogxK

UR - http://www.scopus.com/inward/citedby.url?scp=84902110321&partnerID=8YFLogxK

U2 - 10.1109/IT.1998.713374

DO - 10.1109/IT.1998.713374

M3 - Conference contribution

AN - SCOPUS:84902110321

T3 - 1998 IEEE Information Technology Conference: Information Environment for the Future, IT 1998

SP - 27

EP - 30

BT - 1998 IEEE Information Technology Conference

PB - Institute of Electrical and Electronics Engineers Inc.

ER -

Miller L, Honavar V, Wong J, Nilakanta S. Object-oriented data warehouse for information fusion from heterogeneous distributed data and knowledge sources. In 1998 IEEE Information Technology Conference: Information Environment for the Future, IT 1998. Institute of Electrical and Electronics Engineers Inc. 1998. p. 27-30. (1998 IEEE Information Technology Conference: Information Environment for the Future, IT 1998). https://doi.org/10.1109/IT.1998.713374