Connectionists: KDD'16 IDEA - Call for Vis/HCI/ML/DM/DB Papers

[Polo Chau]

* * *

KDD'16 IDEA - Call for Vis/HCI/ML/DM/DB Papers

*** Note: this year we also welcome previously-published works ***

IDEA -- Interactive Data Exploration and Analysis -- 
is a full-day workshop organized in conjunction with the The ACM SIGKDD 
Conference on Knowledge, Discovery and Data Mining in San Francisco, USA, 
on 4 August 2016. Since 2013, the annul IDEA workshop has grown to become 
one of the largest KDD workshops, with hundreds of researchers in attendance 
last year. Join us this year in San Francisco!

Paper submission deadline: Fri, May 27, 2016, 23:59 Hawaii Time
http://poloclub.gatech.edu/idea2016/

We had three great IDEAs (pun intended), at KDD'13 (Chicago), KDD'14 (NYC) 
and KDD'15 (Sydney), with keynotes by Marti Hearst (UC Berkeley), 
Haesun Park (Georgia Tech), Ben Shneiderman (UMD), Aditya Parameswaran (UIUC), 
Geoff Webb (Monash University) and Jure Leskovec (Stanford University).
http://poloclub.gatech.edu/idea2015/
http://poloclub.gatech.edu/idea2014/
http://poloclub.gatech.edu/idea2013/


* 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, 
visionary papers, and relevant work that has been previously published, 
or will be presented at the main conference. All papers will be peer reviewed.

Submissions should be in PDF, written in English, with a maximum of 10 pages.
Shorter papers are welcome.

The accepted papers will be posted on the workshop website and will not appear
in the KDD proceedings.

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=idea16

At least one author of an accepted paper must attend the workshop to present 
the work.


* Important Dates

Submission      Fri, May 27, 2016, 23:59 Hawaii Time
Notification    Wed, June 22, 2016
Camera-ready    Wed, July 6, 2016
Workshop        Sun, August 14, 2016


* Further information and Contact

Website: http://poloclub.gatech.edu/idea2016/
E-mail: idea.kdd (at) gmail.com


Best regards, 

Polo Chau, Jilles Vreeken, Matthijs van Leeuwen, Dafna Shahaf and Christos Faloutsos



Cheers,
Polo

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