Talk:Information integration

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Untitled[edit]

There was a debate in the mid 80s on information integration versus information fusion. Integration is the combining of data, where fusion is the integration followed by reduction or replacement. Integration might be viewed as set combination wherein the larger set is retained, whereas Information Fusion is a set reduction technique with improved confidence (e.g. Bayesian estimation technqiue, Kalman filter). While the layman might consider these the same, there are larger contextual and mathematical issues that distinguish the two. See www.isif.org for more details - Erik Blasch - President of ISIF

This phrase has newer, or evolving, meanings, especially with regard to scientific data systems. While the Integration vs. Fusion debate was interesting in the time, at least to those following it closely, I'm not sure that this page is actually useful at this point. Could be considered misleading, in some ways. Bnichols (talk) 01:27, 1 October 2014 (UTC)[reply]

I propose to forward 'information integration' to 'data integration' for the following reasons. 1) Experts use the terms synonymously (e.g., Halevy wrote a book on data integration, but IBM has an information integration department). 2) The first sentence of the information integration article, "Information integration (II) (also called deduplication and referential integrity)" doesn't make sense - II is not those things, but those things are captured by the techniques of data integration. 3) The data integration article is pretty good. -Ryan Wisnesky, September 10, 2015 — Preceding unsigned comment added by 76.19.112.164 (talk) 18:28, 10 September 2015 (UTC)[reply]

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