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Titlebook: Intelligent Computation in Big Data Era; International Confer Hongzhi Wang,Haoliang Qi,Zeguang Lu Conference proceedings 2015 Springer-Verl

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Efficient String Similarity Search on Disksion. Memory based q-gram inverted indexes fail to support string similarity search over large scale string datasets due to the memory limitation, and it can no longer work if the data size grows beyond the memory size. In the era of big data, large string dataset are quite common. Existing external
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A Joint Link Prediction Method for Social Networkhe key tasks in social network analysis. Most of the present link prediction methods either analyze the topology structure of social network graph or just concern the user’s interests. These will lead to the low accuracy of prediction. Furthermore, the large amount of user interest information incre
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Data-Aware Partitioning Schema in MapReduceioning schema in MapReduce for large-scale high-dimensional data is proposed. It optimizes partition method of data blocks with the same contribution to computation in MapReduce. Using a two-stage data partitioning strategy, the data are uniformly distributed into data blocks by clustering and parti
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