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Call for Papers – IDEA @ KDD 2015
KDD 2015 Workshop on Interactive Data Exploration and Analysis.
Monday, August 10. Sydney, Australia
IDEA is a full-day workshop organized in conjunction with the The ACM
SIGKDD Conference on Knowledge, Discovery and Data Mining in Sydney, Australia,
on 10 August 2015. Last year’s IDEA at KDD 2014 was a great success, with almost 200 registrations. Join us this year in Australia!
Paper submission deadline: Fri, June 5, 2015, 23:59 Hawaii Time
http://poloclub.gatech.edu/idea2015/
* 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=idea15
At least one author of an accepted paper must attend the workshop to present
the work.
* Important Dates
Submission Fri, June 5, 2015, 23:59 Hawaii Time
Notification Tue, June 30, 2015
Camera-ready Wed, July 15, 2015
Workshop Mon, August 10, 2015
* Further information and Contact
Website: http://poloclub.gatech.edu/idea2015/
Email: idea.kdd (at) gmail.com
Best regards,
Polo Chau, Jilles Vreeken, Matthijs van Leeuwen, Dafna Shahaf and Christos Faloutsos