| Document Date: 2014-08-14 14:16:07
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City Incrementalsupport / / Company Amazon / iPARAS / / Country United States / / / Event M&A / / Facility Worcester Polytechnic Institute / Institute Road / / IndustryTerm retail dataset / Online Rule Exploration Parameter Space Constructor Parameter Space Rule Explorer Figure / online query processing speed / association rule mining / web usage mining / online mining system / online generation process / online transaction logs / online interactive rule exploration / Online Association Mining∗ Xiao Qin Ramoza Ahsan Xika Lin Elke A. Rundensteiner Matthew O. Ward xqin@cs.wpi.edu rahsan@wpi.edu xika@wpi.edu rundenst@wpi.edu matt@wpi.edu Computer Science Department / real-time decisionmaking applications / e-commerce transaction store / online association mining / proposed rule updating algorithm / association mining models / Online Association / succinct mining results / Online% / online association rule mining systems / association rule mining algorithms / mission critical applications / rule generation algorithm / Frequent itemset mining / rule updating algorithm / incremental frequent itemset mining algorithm / online association rule mining system / incremental frequent itemset mining / online phase / rule induction algorithm / rule mining / / MarketIndex PARAS / / Organization National Science Foundation / Philip Yu Abstract Association / Computer Science Department / Worcester Polytechnic Institute / / Person Albert Bifet / Matthew O. Ward / Philip Yu / Lin Elke / Qiang Yang / Xiao Qin Ramoza Ahsan Xika Lin / Elke A. Rundensteiner Matthew / Wei Fan / / Position Parameter Space Model The parameter space model / retail analyst / / Product Rule Generator module / Rule Generator / / Technology proposed rule updating algorithm / association rule mining algorithms / three algorithms / Av / rule updating algorithm / modified algorithm / rule induction algorithm / incremental frequent itemset mining algorithm / rule generation algorithm / / URL http /
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JMLR: Workshop and Conference Proceedings 36:149–165, 2014 BIGMINE 2014 iPARAS: Incremental Construction of Parameter Space for Online Association Mining∗