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IDEA 2014 : KDD 2014 Workshop on Interactive Data Exploration and Analysis

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Link: http://poloclub.gatech.edu/idea2014/
 
When Aug 24, 2014 - Aug 24, 2014
Where New York City
Submission Deadline Jun 20, 2014
Notification Due Jul 7, 2014
Final Version Due Jul 21, 2014
Categories    data mining   human computer interaction   visualization   computer science
 

Call For Papers

* * *

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

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