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Call for Papers – IDEA @ KDD 2014
KDD 2014 Workshop on Interactive Data Exploration and Analysis.
IDEA is a full-day workshop organized in conjunction with the The ACM
SIGKDD Conference on Knowledge, Discovery and Data Mining in New York City, USA,
on 24 August 2014.
Paper submission deadline: 20 June 2014
http://poloclub.gatech.edu/idea2014/
* Workshop Goals
We aim to address the development of data mining techniques that allow users to
interactively explore their data, receiving near-instant updates to every requested
refinement. Our focus and emphasis is on interactivity and effective integration of
techniques from data mining, visualization and human-computer interaction. In other
words, we explore how the best of these different, related domains can be combined
such that the sum is greater than the parts.
* Topics of Interest include, but are not limited to
– interactive data mining algorithms
– visualizations for interactive data mining
– demonstrations of interactive data mining
– quick, high-level data analysis methods
– any-time data mining algorithms
– visual analytics
– methods that allow meaningful intermediate results
– data surrogates
– on-line algorithms
– adaptive stream mining algorithms
– theoretical/complexity analysis of instant data mining
– learning from user input for action replication/prediction
– active learning / mining
* Submission Information
We welcome both novel research papers, demo papers, work-in-progress papers,
and visionary papers. All papers will be peer reviewed.
Submissions should be in PDF, written in English, with a maximum of 10 pages.
Shorter papers are welcome.
Format your paper using the standard double-column ACM Proceedings Style
http://www.acm.org/sigs/publications/proceedings-templates
Submit at EasyChair:
http://www.easychair.org/conferences/?conf=idea14
At least one author of an accepted paper must attend the workshop to present
the work.
* Important Dates
Submission : June 20, 2014, 23:59 EST
Acceptance : July 7, 2014, 23:59 EST
Camera-ready : July 21, 2014, 23:59 EST
Workshop : August 24, 2014
* Further information and Contact
Website: http://poloclub.gatech.edu/idea2014/
Email: idea14kdd (at) gmail.com
Best regards,
Polo Chau, Matthijs van Leeuwen, Jilles Vreeken, and Christos Faloutsos