Titlebook: Big Data Analytics; Third International Srinath Srinivasa,Sameep Mehta Conference proceedings 2014 Springer International Publishing Switz

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Efficient Implementation of Web Search Query Reformulation Using Ant Colony Optimization,estions. We present an algorithm that attempts to select the best related keyword among all possible suggestions for an input search query and discuss its implementation based on a ternary search tree and graph data structure. We experimentally study the performance of the proposed method in compari

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SARROD: SPARQL Analyzer and Reordering for Runtime Optimization on Big Data, leverages the property of the graphs that are simple to compute yet powerful for run time optimization. Experimental results show that . reduces response time for SPARQL queries when executed over SHARD graph-store (triple-store) built on the Hadoop implementation of MapReduce by an order of 12% co

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G. R. Sutherland,T. Kaibara,D. F. Louw analytics techniques. We have integrated the stack with an intuitive visualization toolkit that enables focused exploration of data, through query and selective visualization - which will be demonstrated.

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