Name: Fact checking by data partitioning
SKU: 58413317
Price: 44.45 EUR
Availability: InStock
Author: Tossou, Osias Noël N. F. ; Ba, Lamine Mouhamadou
ISBN: 9786205390689

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portada Fact checking by data partitioning

Type

Physical Book

Author

Lamine Mouhamadou Ba

Osias Noël N. F. Tossou

Publisher

Our Knowledge Publishing

Language

English

Pages

Format

Paperback

Dimensions

22.9x15.2x0.4 cm

Weight

0.12 kg.

ISBN13

9786205390689

Synopsis "Fact checking by data partitioning"

In this paper, we propose a novel fact-checking (truth-finding) strategy based on machine learning data clustering with the k-means method combined with the silhouette index to determine the optimal value of k, in order to detect the optimal partition of the set of attributes. Such an optimal partition maximizes the accuracy of the truth-finding process without having to explore all possible partitions. Results from our intensive experiments on synthetic and real data show that our approach outperforms those in (Lamine Ba et al., 2015), with a more reasonable computational time cost. Finally, we sketch a way to parallelize a given truth-finding process using the MapReduce paradigm with a view to avoiding the explosion of execution time when the size of the input data increases.

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Fact checking by data partitioning - Tossou, Osias Noël N. F. ; Ba, Lamine Mouhamadou

Synopsis "Fact checking by data partitioning"

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