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A Data Model for Integrating Data Management and Data Mining in Social Big Data

Authors:
Hiroshi Ishikawa
Richard Chbeir

Keywords: social data; big data; data model; data management; data mining

Abstract:
We propose an abstract data model for integrating data management and data mining necessary for describing social big data applications by using mathematical concepts of families, collections of sets. Our model facilitates reproducibility and accountability required for social big data researches and developments. We have partially validated our proposal by adapting our model to real case studies.

Pages: 32 to 37

Copyright: Copyright (c) IARIA, 2017

Publication date: April 23, 2017

Published in: conference

ISSN: 2308-4448

ISBN: 978-1-61208-548-7

Location: Venice, Italy

Dates: from April 23, 2017 to April 27, 2017