An overview of data warehousing and OLAP technology
ACM SIGMOD Record
AJAX: an extensible data cleaning tool
SIGMOD '00 Proceedings of the 2000 ACM SIGMOD international conference on Management of data
Arktos: towards the modeling, design, control and execution of ETL processes
Information Systems - Data extraction, cleaning and reconciliation
Model checking XML manipulating software
ISSTA '04 Proceedings of the 2004 ACM SIGSOFT international symposium on Software testing and analysis
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During Legal information systems migrations, one major problem is to handle attribute value cleaning. In the paper, we first show many data cleaning steps process on the values of the same data attributes and their derivations, and users may ignore or be puzzled by the data transforms that are defined to clean and transform the data sets, and such process can also be prone to error during process optimization. In this paper, we first define two major such problems as assignment conflict and range conflict,and giving problem definitions for such conflicts. Then we present two separate algorithms respectively to discover and solve the conflicts.