Coordinating Agent Activities in Knowledge Discovery Processes

Coordinating Agent Activities in Knowledge Discovery Processes (1999)

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by David Jensen , Yulin Dong , Barbara Staudt Lerner , Eric K. McCall , Leon J. Osterweil , Stanley M. Sutton, Jr. , Alexander Wise

Venue:	IN INT’L JOINT CONF. ON WORK ACTIVITIES COORDINATION AND COLLABORATION
Citations:	10 - 3 self

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Datum	Value	Source
TITLE	Coordinating Agent Activities in Knowledge Discovery Processes	user correction - Legacy Corrections
AUTHOR NAME	David Jensen	user correction
AUTHOR AFFIL	Department of Computer Science; University of Massachusetts, Amherst	user correction
AUTHOR ADDR	Amherst, MA 01003	user correction
AUTHOR NAME	Yulin Dong	user correction
AUTHOR AFFIL	Department of Computer Science; University of Massachusetts, Amherst	user correction
AUTHOR ADDR	Amherst, MA 01003	user correction
AUTHOR NAME	Barbara Staudt Lerner	user correction
AUTHOR AFFIL	Department of Computer Science; University of Massachusetts, Amherst	user correction
AUTHOR ADDR	Amherst, MA 01003	user correction
AUTHOR NAME	Eric K. McCall	user correction
AUTHOR AFFIL	Department of Computer Science; University of Massachusetts, Amherst	user correction
AUTHOR ADDR	Amherst, MA 01003	user correction
AUTHOR NAME	Leon J. Osterweil	user correction
AUTHOR AFFIL	Department of Computer Science; University of Massachusetts, Amherst	user correction
AUTHOR ADDR	Amherst, MA 01003	user correction
AUTHOR NAME	Stanley M. Sutton, Jr.	user correction
AUTHOR AFFIL	Department of Computer Science; University of Massachusetts, Amherst	user correction
AUTHOR ADDR	Amherst, MA 01003	user correction
AUTHOR NAME	Alexander Wise	user correction
AUTHOR AFFIL	Department of Computer Science; University of Massachusetts, Amherst	user correction
AUTHOR ADDR	Amherst, MA 01003	user correction
ABSTRACT	Knowledge discovery in databases (KDD) is an increasingly widespread activity. KDD processes may entail the use of a large number of data manipulation and analysis techniques, and new techniques are being developed on an ongoing basis. A challenge for the effective use of KDD is coordinating the use of these techniques, which may be highly specialized, conditional and contingent. Additionally, the understanding and validity of KDD results can depend critically on the processes by which they were derived. We propose to use process programming to address the coordination of agents in the use of KDD techniques. We illustrate this approach using the process language Little-JIL to program a representative bivariate regression process. With Little-JIL programs we can clearly capture the coordination of KDD activities, including control flow, pre- and post-requisites, exception handling, and resource usage.	SVM HeaderParse 0.1
YEAR	1999	INFERENCE
VENUE	IN INT’L JOINT CONF. ON WORK ACTIVITIES COORDINATION AND COLLABORATION	user correction
VENUE TYPE	CONFERENCE	INFERENCE
PAGES	137--146	INFERENCE
CITATIONS	24 found	ParsCit 1.0