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  Cumulative Updates

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by S. M. Sripada, B. Wuthrich
ftp://ftp.cs.ust.hk/pub/beat/Paper/vldb.ps.gz
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Abstract:

When an update to a view is requested by a user, there may be no unique way of updating the stored relations in the database to realize the requested update. Chosing one of the alternatives for updating stored relations may not reflect the change that has actually taken place in the real world; in the presence of other derived views, the database may actually present a very wrong model of the world to the user. The problem is even more severe in the case of deductive databases. For avoiding this problem, we introduce a new notion of view updates for knowledge bases, called cumulative updates. The key idea behind cumulative updates is that in the case of ambiguities, update mechanisms should wait for further update requests to resolve them. Equivalently, current update requests must also take into account previous requests made to the knowledge base. Cumulative updates, therefore, subsume conventional updates in which only the current update request is considered. In this paper, we motivate the need for cumulative updates and formally define the notion of such updates as well as the different classes therein. We then give methods for computing cumulative updates in relational databases as well as knowledge bases.

Citations

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