Title
Defining Metrics for Conceptual Schema Evolution
Abstract
It is generally believed that a well-designed Conceptual Schema will remain stable over time. However, current literature rarely addresses how such stability should be observed and measured in the operational business environment with evolving information needs and database structures. This paper sets up a framework for stability of conceptual schemas and proceeds to develop a set of metrics from it. The metrics are based on straightforward measurements of conceptual features. The validity of the set of metrics is argued here from theory, operational validity may be demonstrated by a longitudinal case study into the evolution of conceptual schemas. The main contribution of this paper is the realization that the measurement of conceptual schema stability is an essential step for understanding and improving current theories and best-practices for designing high-quality schemas that will stand the test of time.
Year
DOI
Venue
2000
10.1007/3-540-48196-6_13
Lecture Notes in Computer Science
Keywords
Field
DocType
database structure,current theory,operational business environment,conceptual schema,conceptual schema evolution,essential step,current literature,operational validity,conceptual schema stability,conceptual feature,high-quality schema,best practice,information need
Data science,Conceptual schema,Information needs,Computer science,Conceptual graph,Knowledge management,Database schema,Schema (psychology),Schema evolution,Conceptual framework,Conceptual model (computer science)
Conference
ISBN
Citations 
PageRank 
3-540-42272-2
7
1.21
References 
Authors
41
1
Name
Order
Citations
PageRank
Lex Wedemeijer173107.49