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------------------------------------------------------------------------

*Please forward to anyone who might be interested*

Apologies for cross-posting.

------------------------------------------------------------------------

 

Final Call For Papers:

2nd Workshop on Theory-Informed User Modeling for Tailoring And
Personalizing Interfaces (HUMANIZE)

 <https://humanize2018.wordpress.com/>
https://humanize2018.wordpress.com

 

March 11, 2018, Tokyo (Japan)

 

In conjunction with IUI 2018

 <http://iui.acm.org/2018/> http://iui.acm.org/2018/

 

------------------------------------------------------------------------

MOTIVATION AND GOALS

 

The HUMANIZE workshop aims to explore the interface between data-driven
and
theory-driven approaches for constructing intelligent/personalized user
interfaces. Data-driven approaches for personalized user interfaces can
rely
on building models from observed and measured user interaction behavior
that
can predict future behavior from historic behavior. Theory-driven
approaches
rely on understanding of how certain psychological traits (e.g.
personality,
cognitive styles, interests) affect the experience/needs of the intended
users.

 

The combination of these two approaches, model-driven and data-driven,
provides an interesting research direction. Understanding what traits of
a
user influence how an interface can be best personalized to match their
needs and experience can be captured in a formal user model. Through
data
mining of interaction data these formal models can be fit to the data
and as
a result interfaces can be personalized in an informed, grounded way.

 

Advances in combining formal user models with data mining can be and
have
been made in grossly two ways that complement each other. On the one
hand
this can be done by identifying formal user models that can be used to
base
personalization on (such as cognitive style). On the other hand this can
be
done by finding ways to infer these user models from data. These two
ways
complement each other can be combined in a theory-informed
personalization.

 

The HUMANIZE workshop combines practical data mining methods and
theoretical
knowledge for personalization, providing a venue where researchers from
different fields come together to share their thoughts and experiences.
In
addition, the workshop will allow for an exploration of future
opportunities
in hopes of identifying possible links between the algorithmic side of
behavioral analysis and the theoretical understanding of users for
personalization.

 

 

TOPICS OF INTEREST

 

An non-exhaustive list of topics for this workshop is:

*	Identification of psychological traits that can be used as a
formal
user model for personalization (e.g., personality, level of domain
knowledge, need for cognition, cognitive styles)
*	Data mining methods to infer user profiles in terms of
identified
formal user models (e.g., how to infer someone's personality from their
social media)
*	How (user) interfaces can be tailored to better match certain
user
psychological traits (e.g., altering the number of search results for
users
with a higher need for cognition, ordering of interface elements, using
visual versus textual representations)
*	Of particular relevance are user studies that combine one or
more of
the above points

 

 

TYPES OF PAPERS

 

For this workshop we encourage three kinds of submissions:

 

*	Full papers (anonymized 8-10 pages)
*	Short papers (anonymized up to 4-6 pages)
*	White papers/Position Statements (anonymized up to 2-4 pages)

* page count is excluding references

 

Submissions should follow the standard SigConf format. Use either the
Microsoft Word template or the LaTeX template:
<http://www.acm.org/publications/article-templates/proceedings-template.html
/>
http://www.acm.org/publications/article-templates/proceedings-template.html/

 

 

IMPORTANT DATES

 

*	17th December - Submission Deadline
*	23r*	6th February - Camera-ready of Accepted Papers
*	11th March - Workshop

 

 

SUBMISSION & PUBLICATION

 

All submissions will undergo a peer-review process to ensure a high
standard
of quality. Referees will consider originality, significance, technical
soundness, clarity of exposition, and relevance to the workshop’s
topics.
The reviewing process will be double-blind so submissions should be
properly
anonymized.

 

Research papers should be submitted electronically as a single PDF
through
the EasyChair conference submission system:
<https://easychair.org/conferences/?conf=humanize2018>
https://easychair.org/conferences/?conf=humanize2018

 

Accepted submissions will be included in the joint ACM IUI workshop
proceedings published as a CEUR-WS volume. In order for accepted papers
to
be included, at least one author should be registered (
<http://iui.acm.org/2018/attending.html#registration>
http://iui.acm.org/2018/attending.html#registration) and attend the
workshop.

 

 

ORGANIZING COMMITTEE

 

Graus, Mark - [log in to unmask] <mailto:[log in to unmask]> 

Human-Technology Interaction Group

Eindhoven University of Technology (NL)

 <http://www.tue.nl/staff/m.p.graus> http://www.tue.nl/staff/m.p.graus

 

Ferwerda, Bruce - [log in to unmask] <mailto:[log in to unmask]> 

School of Engineering

Jönköping University (SE)

 <http://www.bruceferwerda.com/> http://www.bruceferwerda.com

 

Tkalcic, Marko -  <mailto:[log in to unmask]> [log in to unmask]

Faculty of Computer Science

Free University of Bozen-Bolzano (IT)

 <http://www.inf.unibz.it/~tkalcic/> http://www.inf.unibz.it/~tkalcic/

 <https://markotkalcic.wordpress.com/>
https://markotkalcic.wordpress.com/

 

Germanakos, Panagiotis - [log in to unmask]
<mailto:[log in to unmask]> 

UX, Mobile & Business Services

P&I Industry Cloud & Custom Development

SAP SE (DE)

Department of Computer Science

University of Cyprus (CY)

 <http://scrat.cs.ucy.ac.cy/pgerman/> http://scrat.cs.ucy.ac.cy/pgerman/

 

 

 

PROVISIONAL PROGRAM COMMITTEE

*	Ardissono, Liliana (University of Turin)
*	Belk, Marios (CognitiveUX)
*	Burke, Robin (DePaul University)
*	Cantador, Iván (Universidad Autónoma de Madrid)
*	Celli, Fabio (University of Trento)
*	Conati, Cristina (University of British Columbia)
*	Elahi, Mehdi (Free University of Bozen-Bolzano)
*	Ge, Mouzhi (Bundeswehr University Munich)
*	de Gemmis, Marco (University of Bari Aldo Moro)
*	Graf, Sabine (Athabasca University)
*	Herder, Eelco (Radboud University Nijmegen)
*	Kleanthous, Styliani (University of Cyprus)
*	Knees, Peter (Vienna University of Technology)
*	Kumar, Vikas (University of Minnesota)
*	Lee, Michael (New Jersey Institute of Technology)
*	Loepp, Benedikt (University of Duisburg-Essen)
*	Ludmann, Cornelius (University of Oldenburg)
*	Mobasher, Bamshad (DePaul University)
*	Musto, Cataldo (University of Bari Aldo Moro)
*	Skowron, Marcin (Austrian Research Institute for Artificial
Intelligence)
*	Yang, Yi-Hsuan (Academia Sinica)
*	Zanker, Markus (Free University of Bozen-Bolzano)
*	Zheng, Yong (Illinois Institute of Technology)

 

 



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