Paper Info
Title
Data for All: A Systems Approach to Accelerate the Path from Data to Insight
Abstract
Zettabytes of data are available to be harvested for competitive business advantage, sound government policies, and new insights in a broad array of applications. Yet, most of this data is inaccessible for users, since current data analysis tools require an army of technical people to find, transform, analyze, and visualize data in order to make it consumable for decision making. In this paper, we present work in progress to lower the barriers for data-driven decision making by introducing a systems approach to scale the user experience, not only in the volume and variety of data, but also in the skills required to harvest that data. We call for a new approach for data-intensive applications that engages the user as an intelligent partner in a social and intelligent conversation with data by automating, guiding, and recommending data, transformations, visualizations, analytics, and suggesting collaboration opportunities within an analytics marketplace, and leverages both metadata and semantic information about the data captured from conversations.
Year
DOI
Venue
2013
10.1109/BigData.Congress.2013.69
BigData Congress
Keywords
Field
DocType
collaboration opportunity,broad array,systems approach,intelligent conversation,user experience,analytics marketplace,data-driven decision,new approach,new insight,current data analysis tool,intelligent partner,meta data,visual analytics,data analysis,data integration,groupware,data visualisation
Data warehouse,Data science,Data mining,Data architecture,Business analytics,Computer science,Data element,Data mapping,Data virtualization,Business intelligence,Analytics,Database
Conference
ISSN
ISBN
Citations 
2379-7703
978-0-7695-5006-0
7
PageRank 
References 
Authors
0.70
2
6
Name
Order
Citations
PageRank
Eser Kandogan169864.49
Mary Roth2452.75
Cheryl Kieliszewski3222.40
Fatma Özcan428465.01
Bob Schloss581.14
Marc-thomas Schmidt6466.98