IDEA 2014 : KDD 2014 Workshop on Interactive Data Exploration and Analysis
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
* 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
Submit at EasyChair:
At least one author of an accepted paper must attend the workshop to present
* 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
Email: idea14kdd (at) gmail.com
Polo Chau, Matthijs van Leeuwen, Jilles Vreeken, and Christos Faloutsos