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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