[Ieee_vis] CFP: 1st Workshop on Data Systems for Interactive Analysis, at IEEE VIS 2015

[Remco Chang]

CALL FOR PAPERS

The 1st Workshop on Data Systems for Interactive Analysis (DSIA 2015)

http://www.interactive-analysis.org/

Monday, October 26, Chicago. In conjunction with IEEE VIS 2015.

*** Submission Deadline: July 31, 2015 ***

MOTIVATION AND BACKGROUND

The goal of this workshop is to foster innovative research at the
intersection of databases, machine learning, and interactive visualization.

Database researchers have developed techniques for storing and querying
massive amounts of data, including methods for distributed, streaming and
approximate computation. Machine learning techniques provide ways to
discover unexpected patterns and to automate and scale well-defined
analysis procedures. Recent systems research has looked at how to develop
novel database systems architectures to support the iterative,
optimization-oriented workloads of machine learning algorithms.

Of course, both the inputs and outputs of these systems are ultimately
driven by people, in support of analysis tasks. The life-cycle of data
involves an iterative, interactive process of determining which questions
to ask, the data to analyze, appropriate features and models, and
interpreting results. In order to achieve better analysis outcomes, data
processing systems require improved interfaces that account for the
strengths and limitations of human perception and cognition. Meanwhile, to
keep up with the rising tide of data, interactive visualization tools need
to integrate more techniques from databases and machine learning.

In this workshop, we will explore the idea that the next generation of
database, machine learning, and interactive visualization systems should
not be designed in isolation. For example, machine learning techniques
might recommend improved data transformation and visual encoding decisions.
Or, database query optimizers might take advantage of perceptual
constraints, while prefetching methods reduce latency by modeling likely
interactions.

This workshop seeks to jump start cross-pollination between these fields.
The program will be split between invited talks from researchers in these
communities, and speculative, ongoing work that straddles the areas.

LIST OF TOPICS

This workshop will focus on interactive systems: techniques, methods,
architecture, systems that enable the user to interactively explore and
analyze large amounts of data in the back end with little or no latency. We
encourage late-breaking work, research in progress, and position papers in
interactive analysis, broadly construed. For example, topics of interest to
the workshop include (but are not limited to):

* design of database architectures for interactive analysis
* novel database applications for interactive analysis
* novel database techniques based on perceptual constraints and
human-centered design
* evaluation of database systems for interactive analysis
* identify unique characteristics of database for supporting vis
* communication protocols between front and back ends
* techniques for data storage, retrieval, compression, transformation,
sampling, and streaming
* techniques for metadata generation
* front-end architectures that exploit these novel back-end capabilities

We are interested, more generally, in the questions that arise at the
*intersection* of these systems.

IMPORTANT DATES

* Submission Deadline: July 31st, 2015
* Notification Date: August 15, 2015
* Final Version Due: August 30, 2015
* Workshop Date: Monday, October 26, 2015. 1-5pm

WORKSHOP ORGANIZERS

* Remco Chang, Tufts University
* Danyel Fisher, Microsoft Research
* Carlos Scheidegger, University of Arizona
* Jeffrey Heer, University of Washington

CONTACT

website: http://www.interactive-analysis.org
email: organizers at interactive-analysis.org

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Thank you very much,
Remco, on behalf of the DSIA organizers


--
Remco Chang
Assistant Professor
Department of Computer Science
Tufts University
http://www.cs.tufts.edu/~remco
(office) 617-627-3681
(lab)    617-627-6514
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