Paper Info
Title
CaBMA: a case-based reasoning system for capturing, refining, and reusing project plans
Abstract
In this paper, we present CaBMA, a prototype of a knowledge-based system designed to assist with project planning tasks using case-based reasoning. CaBMA introduces a novel approach to project planning in that, for the first time, a knowledge layer is added on top of traditional project management software. Project management software provides editing and bookkeeping capabilities. CaBMA enhances these capabilities by automatically capturing project plans in the form of cases, refining these cases over time to avoid potential inconsistency between them, reusing these cases to generate plans for new projects, and indicating possible repairs for project plans when they derive away from existing knowledge. We will give an overview of the system, provide a detailed explanation on each component, and present an empirical study based on synthetic data.
Year
DOI
Venue
2008
10.1007/s10115-007-0077-3
Knowl. Inf. Syst.
Keywords
Field
DocType
knowledge-based system,knowledge layer,project planning,reusing project plan,case-based reasoning,bookkeeping capability,project management software,traditional project management software,case-based reasoning system,project planning task,project plan,detailed explanation,new project,software project management,knowledge based system,empirical study,case base reasoning,use case,synthetic data,case based reasoning
Project management 2.0,Computer science,Project management triangle,Project planning,Artificial intelligence,Knowledge base,Case-based reasoning,Software development,Project management,Software engineering,Simulation,Software project management,Machine learning
Journal
Volume
Issue
ISSN
15
2
0219-3116
Citations 
PageRank 
References 
5
0.53
15
Authors
2
Name
Order
Citations
PageRank
Ke Xu11392171.73
Hector Muñoz-Avila252244.02