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<p class="MsoNormal" style="color: rgb(0, 0, 0); font-family: Calibri; font-size: medium; line-height: 18.200000762939453px;"><span style="line-height: normal; text-align: -webkit-auto; font-size: 15px;"><font face="Arial">*** Apologies for cross posting ***</font></span></p><p class="MsoNormal" style="color: rgb(0, 0, 0); font-family: Calibri; font-size: medium; line-height: 18.200000762939453px;"><span style="line-height: normal; text-align: -webkit-auto; font-size: 15px;"><font face="Arial"><br></font></span></p><p class="MsoNormal" style="mso-pagination:none;mso-layout-grid-align:none;
text-autospace:none"><font size="5"><b><span style="font-family: Calibri;">ESANN 2015 Special Session – “Advances in Learning Analytics and
Educational Data Mining” - CALL FOR PAPERS</span></b><b><span style="font-family: Calibri;"> </span></b></font><span style="font-family: Calibri;"><font size="5">
</font><span style="font-size: 18pt;"><o:p></o:p></span></span></p><p class="MsoNormal" style="mso-pagination:none;mso-layout-grid-align:none;
text-autospace:none"><span style="font-size: 15px;"><font face="Calibri">European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning (ESANN 2014). 23-25 April 2014, Bruges, Belgium
– <a href="http://www.esann.org">http://www.esann.org</a> <o:p></o:p></font></span></p><p class="MsoNormal" style="margin-bottom:15.0pt;mso-pagination:none;mso-layout-grid-align:
none;text-autospace:none"><span style="font-size: 15px;"><o:p><font face="Calibri"> </font></o:p></span></p><p class="MsoNormal" style="mso-pagination:none;mso-layout-grid-align:none;
text-autospace:none"><span style="font-size: 15px;"><font face="Calibri">Submissions are invited for next year ESANN Special Session
"Advances in Learning Analytics and Educational Data Mining". <o:p></o:p></font></span></p><p class="MsoNormal" style="mso-pagination:none;mso-layout-grid-align:none;
text-autospace:none"><span style="font-size: 15px;"><o:p><font face="Calibri"> </font></o:p></span></p><p class="MsoNormal" style="mso-pagination:none;mso-layout-grid-align:none;
text-autospace:none"><span style="font-size: 15px;"><font face="Calibri"><i>Organizers</i>: <o:p></o:p></font></span></p><p class="MsoNormal" style="mso-pagination:none;mso-layout-grid-align:none;
text-autospace:none"><span style="font-size: 15px;"><font face="Calibri">Davide Anguita, Alessandro Ghio, Luca Oneto - University of Genoa, Genoa, Italy<o:p></o:p></font></span></p><p class="MsoNormal" style="mso-pagination:none;mso-layout-grid-align:none;
text-autospace:none"><span style="font-size: 15px;"><font face="Calibri">Mathias Funk, Matthias Rauterberg - Eindhoven University of
Technology, Eindhoven, The Netherlands<o:p></o:p></font></span></p><p class="MsoNormal" style="mso-pagination:none;mso-layout-grid-align:none;
text-autospace:none"><span style="font-size: 15px;"><o:p><font face="Calibri"> </font></o:p></span></p><p class="MsoNormal" style="mso-pagination:none;mso-layout-grid-align:none;
text-autospace:none"><span style="font-size: 15px;"><o:p><font face="Calibri"> </font></o:p></span></p><p class="MsoNormal" style="mso-pagination:none;mso-layout-grid-align:none;
text-autospace:none"><span style="font-size: 15px;"><font face="Calibri">ESANN 2015 Special Session "Advances in Learning Analytics and
Educational Data Mining" webpage: <a href="http://esann2015.la.smartlab.ws">http://esann2015.la.smartlab.ws</a><span style="color:#0000E9"> <o:p></o:p></span></font></span></p><p class="MsoNormal" style="mso-pagination:none;mso-layout-grid-align:none;
text-autospace:none"><span style="font-size: 15px;"><font face="Calibri">Smartlab webpage on Learning Analytics activities: <a href="http://la.smartlab.ws">http://la.smartlab.ws</a><o:p></o:p></font></span></p><p class="MsoNormal" style="mso-pagination:none;mso-layout-grid-align:none;
text-autospace:none"><span style="font-size: 15px;"><o:p><font face="Calibri"> </font></o:p></span></p><p class="MsoNormal" style="mso-pagination:none;mso-layout-grid-align:none;
text-autospace:none"><span style="font-size: 15px;"><o:p><font face="Calibri"> </font></o:p></span></p><p class="MsoNormal" style="mso-pagination:none;mso-layout-grid-align:none;
text-autospace:none"><span style="font-size: 15px;"><font face="Calibri"><b>ABSTRACT</b><o:p></o:p></font></span></p><p class="MsoNormal" style="mso-pagination:none;mso-layout-grid-align:none;
text-autospace:none"><span style="font-size: 15px;"><font face="Calibri">Thanks to the emerging of computer-assisted learning systems, the
automatic information collection of interaction between the student and
Technology Enhanced Learning (TEL) system has become increasingly common: data
are now available and should be exploited to get more insights on students’
attitudes, interactions and learning paths, as well as to improve the
effectiveness of TEL methods in a virtuous loop framework. Such data availability
has led to applications of Learning Analytics (LA) and Educational Data Mining
(EDM) techniques in this domain, characterized by the capability of extracting
non-trivial patterns from them: based on such information, actions can be
undertaken in a proactive, rather than reactive, way. In this framework, the
main issues are related to several factors such as the presence of
contradictory data (due to the centrality of the human factors in data
generation), or their potentially high-dimensionality (i.e. several variables
describing the behavior of a limited number of students in a class). These
features represent a significant challenge in the application of classical
modeling techniques, for example, parametric statistics, thus enabling the
necessity of switching towards more sophisticated approaches. Examples of such
methods are: Visual Analytics methods, allowing the final user (e.g. the
teacher) to discover common patterns and cross-correlations between variables
in a user-friendly graphical, interactive, and appealing way; Descriptive
Analytics methods, based on non-parametric statistics, where
cross-fertilizations with analogous methodologies, developed in heterogeneous
domains (e.g. retail), is fostered towards profiling students’ learning
activities and attitudes. Such activities could be inflated in several fields,
spanning from university classes to corporate training, where TEL technologies
are adopted.<o:p></o:p></font></span></p><p class="MsoNormal" style="mso-pagination:none;mso-layout-grid-align:none;
text-autospace:none"><b><span style="font-size: 15px;"><o:p><font face="Calibri"> </font></o:p></span></b></p><p class="MsoNormal" style="mso-pagination:none;mso-layout-grid-align:none;
text-autospace:none"><span style="font-size: 15px;"><font face="Calibri"><b>TOPICS</b><o:p></o:p></font></span></p><p class="MsoNormal" style="mso-pagination:none;mso-layout-grid-align:none;
text-autospace:none"><span style="font-size: 15px;"><font face="Calibri">In this special session, we would like to encourage submissions
related to:<o:p></o:p></font></span></p><p class="MsoListParagraphCxSpFirst" style="margin-left:18.0pt;mso-add-space:
auto;text-indent:-18.0pt;mso-pagination:none;mso-list:l0 level1 lfo1;
mso-layout-grid-align:none;text-autospace:none"><!--[if !supportLists]--><span style="font-size: 15px;"><font face="Calibri"><span style="mso-list:Ignore">·<span style="font-style: normal; font-variant: normal; font-weight: normal; line-height: normal;"> </span></span><!--[endif]-->the development of
innovative LA/EDM techniques based on Machine Learning, Computational
Intelligence, and Data Analytics approaches<o:p></o:p></font></span></p><p class="MsoListParagraphCxSpMiddle" style="margin-left:18.0pt;mso-add-space:
auto;text-indent:-18.0pt;mso-pagination:none;mso-list:l0 level1 lfo1;
mso-layout-grid-align:none;text-autospace:none"><!--[if !supportLists]--><span style="font-size: 15px;"><font face="Calibri"><span style="mso-list:Ignore">·<span style="font-style: normal; font-variant: normal; font-weight: normal; line-height: normal;"> </span></span><!--[endif]-->the application of
LA/EDM approaches to real-world problems, both in academic and corporate
training domains<o:p></o:p></font></span></p><p class="MsoListParagraphCxSpMiddle" style="margin-left:18.0pt;mso-add-space:
auto;text-indent:-18.0pt;mso-pagination:none;mso-list:l0 level1 lfo1;
mso-layout-grid-align:none;text-autospace:none"><!--[if !supportLists]--><span style="font-size: 15px;"><font face="Calibri"><span style="mso-list:Ignore">·<span style="font-style: normal; font-variant: normal; font-weight: normal; line-height: normal;"> </span></span><!--[endif]-->the development of
new datasets for testing and validating innovative LA/EDM approaches<o:p></o:p></font></span></p><p class="MsoListParagraphCxSpMiddle" style="margin-left:18.0pt;mso-add-space:
auto;text-indent:-18.0pt;mso-pagination:none;mso-list:l0 level1 lfo1;
mso-layout-grid-align:none;text-autospace:none"><!--[if !supportLists]--><span style="font-size: 15px;"><font face="Calibri"><span style="mso-list:Ignore">·<span style="font-style: normal; font-variant: normal; font-weight: normal; line-height: normal;"> </span></span><!--[endif]-->the development of
protocols for improving LA/EDM applications and TEL usage<o:p></o:p></font></span></p><p class="MsoListParagraphCxSpMiddle" style="margin-left:18.0pt;mso-add-space:
auto;text-indent:-18.0pt;mso-pagination:none;mso-list:l0 level1 lfo1;
mso-layout-grid-align:none;text-autospace:none"><!--[if !supportLists]--><span style="font-size: 15px;"><font face="Calibri"><span style="mso-list:Ignore">·<span style="font-style: normal; font-variant: normal; font-weight: normal; line-height: normal;"> </span></span><!--[endif]-->the development of
Visual Analytics approaches to analyze and improve human-computer interaction
with data gathered from TEL systems<o:p></o:p></font></span></p><p class="MsoListParagraphCxSpMiddle" style="margin-left:18.0pt;mso-add-space:
auto;text-indent:-18.0pt;mso-pagination:none;mso-list:l0 level1 lfo1;
mso-layout-grid-align:none;text-autospace:none"><!--[if !supportLists]--><span style="font-size: 15px;"><font face="Calibri"><span style="mso-list:Ignore">·<span style="font-style: normal; font-variant: normal; font-weight: normal; line-height: normal;"> </span></span><!--[endif]-->techniques for
learner profiling and adaptive recommender systems<o:p></o:p></font></span></p><p class="MsoListParagraphCxSpLast" style="margin-left:18.0pt;mso-add-space:auto;
text-indent:-18.0pt;mso-pagination:none;mso-list:l0 level1 lfo1;mso-layout-grid-align:
none;text-autospace:none"><!--[if !supportLists]--><span style="font-size: 15px;"><font face="Calibri"><span style="mso-list:Ignore">·<span style="font-style: normal; font-variant: normal; font-weight: normal; line-height: normal;">
</span></span><!--[endif]-->techniques for supporting new teaching styles and contemporary learning
activities, as well as the analysis thereof.<o:p></o:p></font></span></p><p class="MsoNormal" style="mso-pagination:none;mso-layout-grid-align:none;
text-autospace:none"><span style="font-size: 15px;"><o:p><font face="Calibri"> </font></o:p></span></p><p class="MsoNormal" style="mso-pagination:none;mso-layout-grid-align:none;
text-autospace:none"><span style="font-size: 15px;"><font face="Calibri"><b>SUBMISSION & IMPORTANT DATES</b><o:p></o:p></font></span></p><p class="MsoNormal" style="mso-pagination:none;mso-layout-grid-align:none;
text-autospace:none"><span style="font-size: 15px;"><font face="Calibri">We kindly invite you to submit a paper to this special session. Each
paper will undergo to a peer reviewing process for its acceptance. Paper
submission should be done exclusively through the ESANN portal following the
instructions provided in: (<a href="http://www.elen.ucl.ac.be/esann/index.php?pg=submission)"><span style="color: rgb(16, 60, 192); text-decoration: none;">http://www.elen.ucl.ac.be/esann/index.php?pg=submission)</span></a>. <o:p></o:p></font></span></p><p class="MsoNormal" style="mso-pagination:none;mso-layout-grid-align:none;
text-autospace:none"><span style="font-size: 15px;"><o:p><font face="Calibri"> </font></o:p></span></p><p class="MsoNormal" style="mso-pagination:none;mso-layout-grid-align:none;
text-autospace:none"><span style="font-size: 15px;"><font face="Calibri">Paper submission deadline : 21 November 2014<o:p></o:p></font></span></p><p class="MsoNormal" style="mso-pagination:none;mso-layout-grid-align:none;
text-autospace:none"><span style="font-size: 15px;"><font face="Calibri">Notification of acceptance : 31 January 2015<o:p></o:p></font></span></p><p class="MsoNormal" style="mso-pagination:none;mso-layout-grid-align:none;
text-autospace:none"><span style="font-size: 15px;"><font face="Calibri">ESANN 2014 conference : 22-24 April 2015<o:p></o:p></font></span></p><p class="MsoNormal" style="mso-pagination:none;mso-layout-grid-align:none;
text-autospace:none"><span style="font-size: 15px;"><o:p><font face="Calibri"> </font></o:p></span></p><p class="MsoNormal" style="mso-pagination:none;mso-layout-grid-align:none;
text-autospace:none"><span style="font-size: 15px;"><o:p><font face="Calibri"> </font></o:p></span></p><p class="MsoNormal" style="mso-pagination:none;mso-layout-grid-align:none;
text-autospace:none"><span style="font-size: 15px;"><font face="Calibri"><b>NOTES</b><o:p></o:p></font></span></p><p class="MsoNormal" style="mso-pagination:none;mso-layout-grid-align:none;
text-autospace:none"><span style="font-size: 15px;"><font face="Calibri">You can find details about the special session at <a href="http://esann2015.la.smartlab.ws">http://esann2015.la.smartlab.ws</a>. If
you have any questions concerning the special session, please do not hesitate
to contact us via email to: <a href="mailto:la@smartlab.ws">la@smartlab.ws</a> <o:p></o:p></font></span></p><p class="MsoNormal" style="mso-pagination:none;mso-layout-grid-align:none;
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<span style="font-size: 15px;"><font face="Calibri">More information about the
Conference Program, accommodation facilities and registration fees is available
on the ESANN website <a href="http://www.esann.org">http://www.esann.org</a> </font></span><!--EndFragment--></p>
<p class="MsoNormal" style="color: rgb(0, 0, 0); font-family: Calibri, sans-serif; font-size: 14px;"><span style="font-size:14.0pt;font-family:Calibri;
mso-ascii-theme-font:major-latin;mso-hansi-theme-font:major-latin;mso-bidi-font-family:
Calibri"> </span></p><p class="MsoNormal"><font face="Calibri" style="font-size: 15px;"><span style="color: rgb(0, 0, 0);">---</span><br><span style="color: rgb(0, 0, 0);">Dr. Alessandro Ghio, Ph.D.</span><br><br>Research Fellow</font></p><p class="MsoNormal"><font face="Calibri" style="font-size: 15px;">Smartlab - Polytechnic School – University of Genoa<br><span style="color: rgb(0, 0, 0);">Via Opera Pia 11a, I-16145 Genoa (Italy)</span><br><br><span style="color: rgb(0, 0, 0);">T. +39-(0)10-3532192</span><br><span style="color: rgb(0, 0, 0);">F. +39-(0)10-3532897</span><br><span style="color: rgb(0, 0, 0);">@ </span><a href="mailto:Alessandro.Ghio@smartlab.ws" style="color: rgb(0, 0, 0);"><a href="mailto:alessandro.ghio@unige.it">Alessandro.Ghio</a></a><a href="mailto:alessandro.ghio@unige.it">@unige.it</a><br><br><span style="color: rgb(0, 0, 0);">W </span><a href="http://smartlab.ws/" style="color: rgb(0, 0, 0);">http://smartlab.ws/</a><br><span style="color: rgb(0, 0, 0);">---</span></font></p>
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