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This book provides tools and algorithms for solving a wide class of optimization tasks by learning from their repetitions. A... Læs mere
This book addresses the need to explore user interaction with online learning repositories and the detection of emergent communities of users.
Data profiling refers to the activity of collecting data about data, {i.e.}, metadata.
Data usually comes in a plethora of formats and dimensions, rendering the exploration and information extraction processes challenging. We show how that... Læs mere
Spatial-keyword data has numerous applications that require efficient processing and management of massive amounts of spatial-keyword data.This book starts... Læs mere
This book explores the implications of non-volatile memory (NVM) for database management systems (DBMSs). With NVM, many of the components of legacy DBMSs... Læs mere
As such, this book can help researchers understand how linking workflow management with Data-Intensive Scalable Computing can help in understanding and analyzing... Læs mere
Specifically, we discuss cohesive community search, attributed community search, social circle discovery, and geo-social group search.