DIGDUG: Scalable Separable Dense Graph Pruning and Join Operations in MapReduce

Linking topics to specific experts in technical documents and finding connections between experts are crucial for detecting the evolution of emerging topics and the relationships between their influencers in state-of-the-art research. Current techniques that make such connections are limited to simi...

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Veröffentlicht in:	IEEE transactions on big data 2021-12, Vol.7 (6), p.930-951
Hauptverfasser:	Shukla, Manu, Dharme, Dinesh, Ramnarain, Pallavi, Santos, Ray Dos, Lu, Chang-Tien
Format:	Artikel
Sprache:	eng
Schlagworte:	Big data Data mining distributed graphs graph joins Iterative methods Joining processes MapReduce Organizations Pruning Social networking (online) Technical information
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