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Transactions on Large-Scale Data- and Knowledge-Centered Systems XXI: Selected Papers from DaWaK 2012 (Lecture Notes in Computer Science) Pdf

Download Transactions on Large-Scale Data- and Knowledge-Centered Systems XXI: Selected Papers from DaWaK 2012 (Lecture Notes in Computer Science) Pdf

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Book Description:

The LNCS journal Transactions on Large-Scale Knowledge- and Knowledge-Centered Systems focuses on data administration, information discovery, and information processing, that are core and scorching subjects in pc science. Because the Nineteen Nineties, the Web has turn out to be the primary driving pressure behind software improvement in all domains. A rise in the demand for useful resource sharing throughout totally different sites related by means of networks has led to an evolution of data- and information-administration methods from centralized techniques to decentralized methods enabling giant-scale distributed purposes offering high scalability. Present decentralized techniques nonetheless focus on data and information as their fundamental useful resource. Feasibility of those methods depends principally on P2P (peer-to-peer) methods and the help of agent methods with scaling and decentralized control. Synergy between grids, P2P techniques, and agent applied sciences is the important thing to data- and information-centered techniques in giant-scale environments.

This quantity, the twenty first concern of Transactions on Large-Scale Knowledge- and Knowledge-Centered Systems, focuses on Knowledge Warehousing and Information Discovery from Massive Knowledge, and accommodates prolonged and revised variations of eight papers chosen as the most effective papers from the 14th Worldwide Convention on Knowledge Warehousing and Information Discovery (DaWaK 2012), held in Vienna, Austria, throughout September three-6, 2012. These papers cowl a number of superior Huge Knowledge subjects, ranging from data dice computation utilizing MapReduce to a number of aggregations over multidimensional databases, from data warehousing methods over complicated power data to OLAP-based mostly prediction fashions, from prolonged question engines for steady stream analytics to fashionable sample mining, and from uncommon sample mining to enhanced information discovery from giant cross-doc corpora.




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