DSAA/BESC Keynote Speeches: BigData, AllData, Old Data: Predictive analytics in a changing data landscape

Published in: 2014 International Conference on Behavioral, Economic, and Socio-Cultural Computing (BESC2014)

Date of Conference: 30 October 2014 – 01 November 2014

Date Added to IEEE Xplore16 March 2015

INSPEC Accession Number: 14998490

DOI: 10.1109/BESC.2014.7059494

Electronic ISBN:978-1-4799-6980-7

Publisher: IEEE

Conference Location: Shanghai, China

Abstract:The landscape of the platform, access methodologies, shapes, and storage representations has changed dramatically. Much of the assumptions of a structured data world dominated by relational databases have been rendered obsolete. Today’s data analyst faces big challenges and a bewildering environment of technologies and challenges involving semi-structured and unstructured data with access methodologies that have almost no relation to the past. This talk will cover issues and challenges in how to make the benefits of advanced analytics fit within the application environment. The requirement for Real-time data streaming and in situ data mining is stronger than ever. We demonstrate how many of the critical problems remain open with much opportunity for innovative solutions to play a huge enabling role. This opportunity makes Data Science and several related fields critical to almost all future analytical tasks.

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