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=== ICMI 2018 Workshop on Modeling Cognitive Processes from
Multimodal Data ===<br>
When & Where: October 16th, 2018 @ ACM ICMI in Boulder,
Colorado, USA<br>
Submission deadline: July 30th<br>
Website: <span style="mso-ansi-language:EN-US" lang="EN-US"></span><a
href="https://www.uni-bremen.de/csl/icmi-2018-mcpmd.html"><span
style="mso-ansi-language:EN-US" lang="EN-US">https://www.uni-bremen.de/csl/icmi-2018-mcpmd.html</span></a><br>
======================================================================<br>
<br>
Multimodal signals allow us to gain insights about internal
cognitive processes of a person, for example: a) Speech and gesture
analysis yields cues about hesitations, knowledgeability, or
alertness, b) eye tracking yields information about a person's focus
of attention, task, or cognitive state, c) brain activity captured
by EEG yields information about a person's cognitive load or
information appraisal. Capturing cognitive processes is an important
research tool to understand human behavior as well as a crucial part
of a user model to an adaptive interactive system such as a robot or
a tutoring system. As cognitive processes are often multifaceted, a
comprehensive model requires the combination of multiple
complementary signals. In this workshop at the ACM International
Conference on Multimodal Interfaces (ICMI) conference in Boulder,
Colorado, USA, we will discuss the state-of-the-art in monitoring
and modeling cognitive processes from multimodal data. We welcome
the presentation of evaluation studies, theoretical considerations,
data corpora, and novel approaches for modeling and processing of
biosignals. <br>
<br>
Potential topics include but are not limited to:<br>
* Multimodal workload and stress estimation<br>
* Multimodal attention and memory modeling<br>
* Multimodal engagement/frustration/confusion estimation<br>
* Eye tracking in the wild<br>
* Brain-Computer Interfaces and psychophysiological interfaces<br>
* Cognitive modeling<br>
* Experiment design for cognitive processes<br>
* Cognition-adaptive human-computer interfaces<br>
<br>
Organizers:<br>
* Felix Putze, University of Bremen<br>
* Jutta Hild, Fraunhofer IOSB<br>
* Enkelejda Kasneci, University of Tübingen<br>
* Akane Sano, MIT Media Lab/Cornell University<br>
* Erin Solovey, Drexel University<br>
* Tanja Schultz, University of Bremen<span
style="mso-ansi-language:EN-US" lang="EN-US"><br>
<br>
See also our workshop website to keep up to
date about news regarding the submission process,</span><span
style="mso-ansi-language:EN-US" lang="EN-US"><br>
announcement of keynote
speakers, the workshop program and other important information: </span><a
href="https://www.uni-bremen.de/csl/icmi-2018-mcpmd.html"><span
style="mso-ansi-language:EN-US" lang="EN-US">https://www.uni-bremen.de/csl/icmi-2018-mcpmd.html</span></a><span
style="mso-ansi-language:EN-US" lang="EN-US"></span>
<p class="MsoNormal"><b style="mso-bidi-font-weight:normal"><span
style="mso-ansi-language:EN-US" lang="EN-US">Submission
deadline: July 30<sup>th</sup>, 2018</span></b><span
style="mso-ansi-language:EN-US" lang="EN-US"><br>
Notification of acceptance: September 9<sup>th</sup>, 2018<br>
Camera-ready manuscript due: September 16<sup>th</sup>, 2018<br>
Workshop date: October 16<sup>th</sup>, 2018 <br>
</span></p>
<p class="MsoNormal"><span style="mso-ansi-language:EN-US"
lang="EN-US">Best,<br>
Felix Putze<br>
</span></p>
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<pre class="moz-signature" cols="72">--
Dr.-Ing. Felix Putze
E-Mail: <a class="moz-txt-link-abbreviated" href="mailto:felix.putze@uni-bremen.de">felix.putze@uni-bremen.de</a>
Phone: +49 421 218 64272
University of Bremen
Cognitive Systems Lab (CSL)
Enrique-Schmidt-Straße 5 (Cartesium)
28359 Bremen</pre>
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