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Event Prediction

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Synonyms

Prediction of event occurrence; Predictionregarding future events

Definition

Event prediction is the capability to estimate the possibility that some event may occur in the future. Some applications may even be required to advance beyond simply predicting the occurrence of events and need to influence the occurrence of some future event. For example, this may involve either decreasing the chance that a non-desirable event will occur or increasing the chance that a desirable event will occur. To determine whether or not such actions should indeed be carried out requires decision-making capabilities.

Historical Background

The first event-based systems were active databases in which automatic actions were carried out as a result of database queries. This was done using the ECA(Event-Condition-Action) paradigm. As such applications evolved, the events to which applications were required to respond evolved beyond single queries (e.g., insertion of deletions of data) and needed to...

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Recommended Reading

  1. Alpaydin E. Introduction to machine learning. Cambridge, MA: MIT Press; 2004.

    MATH  Google Scholar 

  2. Brockwell PJ, Davis RA. Introduction to time series and forecasting. New York: Springer; 2002.

    Book  MATH  Google Scholar 

  3. Fishburn PC. The foundations of expected utility. Dordrecht: Kluwer; 1982.

    Book  MATH  Google Scholar 

  4. Halpern JY. Reasoning about uncertainty. Cambridge, MA: MIT Press; 2003.

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  5. Luckham D. The power of events: an introduction to complex event processing in distributed enterprise systems. Reading: Addison-Wesley; 2002.

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  6. Wasserkrug S, Gal A, Etzion O. A model for reasoning with uncertain rules in event composition systems. In: Proceedings of the 21st Annual Conference on Uncertainty in Artificial Intelligence; 2005.p. 599–608.

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Correspondence to Segev Wasserkrug .

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© 2018 Springer Science+Business Media, LLC, part of Springer Nature

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Wasserkrug, S. (2018). Event Prediction. In: Liu, L., Özsu, M.T. (eds) Encyclopedia of Database Systems. Springer, New York, NY. https://doi.org/10.1007/978-1-4614-8265-9_581

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