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<p style="margin:0cm"><span style="font-size:12.0pt;font-family:"Arial",sans-serif;color:black">* We apologize if you receive multiple copies of this CfP *</span></p>
<p style="margin:0cm"><span style="font-size:12.0pt;font-family:"Arial",sans-serif;color:black">* Online version:
</span><a href="https://www.um.org/umap2024/call-for-lbr-and-demos/"><span style="font-size:12.0pt;font-family:"Arial",sans-serif;color:#1155CC">https://www.um.org/umap2024/call-for-lbr-and-demos/</span></a></p>
<p class="MsoNormal"> </p>
<p style="margin:0cm"><span style="font-size:12.0pt;font-family:"Arial",sans-serif;color:black"> </span></p>
<p style="margin:0cm"><span style="font-size:12.0pt;font-family:"Arial",sans-serif;color:black">ACM UMAP 2024 - Call for Late-Breaking Results and Demos</span></p>
<p class="MsoNormal"> </p>
<p style="margin:0cm"><span style="font-size:12.0pt;font-family:"Arial",sans-serif;color:black">ACM UMAP 2024: The 32nd ACM Conference on User Modeling, Adaptation and Personalization</span></p>
<p style="margin:0cm"><span style="font-size:12.0pt;font-family:"Arial",sans-serif;color:black">Cagliari, Sardinia, Italy</span></p>
<p style="margin:0cm"><span style="font-size:12.0pt;font-family:"Arial",sans-serif;color:black">July 1-4, 2024</span></p>
<p style="margin:0cm"><span style="font-size:12.0pt;font-family:"Arial",sans-serif;color:black"> </span></p>
<p style="margin-bottom:15.0pt"><span style="font-size:12.0pt;font-family:"Arial",sans-serif;color:black">The 32nd International Conference on User Modeling, Adaptation, and Personalization (ACM UMAP 2024) is the premier international conference for researchers
and practitioners working on systems that adapt to individual users or groups of users, and that collect, represent, and model user information. ACM UMAP 2024 is sponsored by
</span><a href="https://sigchi.org/"><span style="font-size:12.0pt;font-family:"Arial",sans-serif;color:black">ACM SIGCHI</span></a><span style="font-size:12.0pt;font-family:"Arial",sans-serif;color:black"> and
</span><a href="https://www.sigweb.org/"><span style="font-size:12.0pt;font-family:"Arial",sans-serif;color:black">SIGWEB</span></a><span style="font-size:12.0pt;font-family:"Arial",sans-serif;color:black">.
</span><a href="https://um.org/"><span style="font-size:12.0pt;font-family:"Arial",sans-serif;color:black">User Modeling Inc.</span></a><span style="font-size:12.0pt;font-family:"Arial",sans-serif;color:black">, as the core Steering Committee, oversees the
conference organization. ACM UMAP operates under the </span><a href="https://www.acm.org/about-acm/policy-against-harassment"><span style="font-size:12.0pt;font-family:"Arial",sans-serif;color:black">ACM Conference Code of Conduct</span></a><span style="font-size:12.0pt;font-family:"Arial",sans-serif;color:black">.
The proceedings, published by ACM, will be part of the ACM Digital Library.</span></p>
<p style="margin:0cm"><span style="font-size:12.0pt;font-family:"Arial",sans-serif;color:black">ACM UMAP 2024 invites Late-Breaking Results (LBR) papers as well as Demonstrations (demos) of innovative UMAP-based systems (including research prototypes). The
topics for these submissions are the same as the ones included in the </span><a href="https://www.um.org/umap2024/call-for-full-and-short-papers/"><span style="font-size:12.0pt;font-family:"Arial",sans-serif;color:black">Call for Full and Short Papers</span></a><span style="font-size:12.0pt;font-family:"Arial",sans-serif;color:black">.
However, their scope and timing is different. In particular, although short papers (from the main track) and the LBR papers of this call have the same maximum length, LBR papers are expected to present innovative ideas that are being explored and have already
shown some promising results. It is also a dissemination channel for new research directions. Mature results which have already gone through experimental validation are more suitable for the general call, either as a full or short paper. Thus, rejected papers
from the main track are not expected to be a valuable contribution as an LBR paper unless their contents are revised to address the scope of this track. Note also that LBR papers are to be presented physically during the conference in a poster format, allowing
for more informal discussions on the ideas shared. Demos are intended to present systems that have been used to achieve the research outcomes presented as full and short papers. Thus, we highly recommend authors of accepted full and short papers to also prepare
a submission for a demo of their system to be showcased at the conference in the LBR and Demo session.</span></p>
<p class="MsoNormal"> </p>
<h2 style="margin-bottom:15.0pt"><span style="font-size:12.0pt;font-family:"Arial",sans-serif;color:black;font-weight:normal">** Important Dates **</span><o:p></o:p></h2>
<p style="mso-margin-top-alt:5.0pt;margin-right:0cm;margin-bottom:0cm;margin-left:39.0pt;text-indent:-18.0pt;vertical-align:baseline">
<span style="font-size:12.0pt;font-family:"Arial",sans-serif;color:black">Submission: April 18, 2024</span></p>
<p style="mso-margin-top-alt:5.0pt;margin-right:0cm;margin-bottom:0cm;margin-left:39.0pt;text-indent:-18.0pt;vertical-align:baseline">
<span style="font-size:12.0pt;font-family:"Arial",sans-serif;color:black">Notification: May 9 2024</span></p>
<p style="mso-margin-top-alt:5.0pt;margin-right:0cm;margin-bottom:0cm;margin-left:39.0pt;text-indent:-18.0pt;vertical-align:baseline">
<span style="font-size:12.0pt;font-family:"Arial",sans-serif;color:black">Camera-ready Submission (TAPS system): May 16, 2024</span></p>
<p style="mso-margin-top-alt:5.0pt;margin-right:0cm;margin-bottom:0cm;margin-left:39.0pt;text-indent:-18.0pt;vertical-align:baseline">
<span style="font-size:12.0pt;font-family:"Arial",sans-serif;color:black">Conference: July 1 – 4, 2024</span></p>
<p class="MsoNormal"> </p>
<p style="margin:0cm"><span style="font-size:12.0pt;font-family:"Arial",sans-serif;color:black">Note: The submissions deadlines are at 11:59 pm
</span><a href="https://www.timeanddate.com/time/zones/aoe"><span style="font-size:12.0pt;font-family:"Arial",sans-serif;color:black">AoE (Anywhere on Earth)</span></a><span style="font-size:12.0pt;font-family:"Arial",sans-serif;color:black"> time.</span></p>
<h2 style="margin-bottom:15.0pt"><span style="font-size:12.0pt;font-family:"Arial",sans-serif;color:black;font-weight:normal">Submission </span><o:p></o:p></h2>
<p style="margin:0cm"><span style="font-size:12.0pt;font-family:"Arial",sans-serif;color:black">All submissions must be written in English. Papers should be submitted electronically, in a PDF format, through the EasyChair submission system,
</span><a href="https://easychair.org/conferences/?conf=umap24"><span style="font-size:12.0pt;font-family:"Arial",sans-serif;color:black">https://easychair.org/conferences/?conf=umap24</span></a><span style="font-size:12.0pt;font-family:"Arial",sans-serif;color:black">,
by selecting the “UMAP24 Late Breaking Results and Demo Papers” track</span></p>
<p class="MsoNormal"> </p>
<h3 style="margin-bottom:15.0pt"><span style="font-size:12.0pt;font-family:"Arial",sans-serif;color:black;font-weight:normal">** Length and Formatting **</span><o:p></o:p></h3>
<p style="margin-bottom:15.0pt"><span style="font-size:12.0pt;font-family:"Arial",sans-serif;color:black">-- Late-Breaking Results Format</span><span lang="EN-GB" style="font-size:12.0pt;font-family:"Arial",sans-serif;color:black"> --</span></p>
<p style="margin-bottom:15.0pt"><span lang="EN-GB" style="font-size:12.0pt;font-family:"Arial",sans-serif;color:black">*
</span><span style="font-size:12.0pt;font-family:"Arial",sans-serif;color:black">Page Limits. Up to 7 pages, plus up to 2 additional pages for references (figures, tables, proofs, appendixes, acknowledgments, and any other content count toward the page limit).</span></p>
<p style="margin-bottom:15.0pt"><span lang="EN-GB" style="font-size:12.0pt;font-family:"Arial",sans-serif;color:black">*
</span><span style="font-size:12.0pt;font-family:"Arial",sans-serif;color:black">Proceedings. Publication in ACM UMAP 2024 adjunct proceedings</span><span lang="EN-GB" style="font-size:12.0pt;font-family:"Arial",sans-serif;color:black">.</span></p>
<p style="margin-bottom:15.0pt"><span lang="EN-GB" style="font-size:12.0pt;font-family:"Arial",sans-serif;color:black">*
</span><span style="font-size:12.0pt;font-family:"Arial",sans-serif;color:black">Presentation. Physically presented as a poster during the conference.</span></p>
<p style="margin-bottom:15.0pt"><span lang="EN-GB" style="font-size:12.0pt;font-family:"Arial",sans-serif;color:black">*
</span><span style="font-size:12.0pt;font-family:"Arial",sans-serif;color:black">Description. LBRs are research-in-progress that must contain original and unpublished accounts of innovative research ideas, preliminary results, industry showcases, and system
prototypes, addressing both the theory and practice of UMAP. In addition, papers introducing recently started research projects or summarizing project results are welcome as well.</span></p>
<p style="margin-bottom:15.0pt"><span style="font-size:12.0pt;font-family:"Arial",sans-serif;color:black">We encourage researchers and practitioners to submit late-breaking work as it provides a unique opportunity for sharing valuable ideas, eliciting useful
feedback on early-stage work, and fostering discussions and collaborations among colleagues.</span></p>
<p style="margin-bottom:15.0pt"><span style="font-size:12.0pt;font-family:"Arial",sans-serif;color:black">In case that papers rejected in the main track (i.e. submitted as full or short papers) are submitted to this track, they should be revised not only to
take into account the comments made to help improve the paper, but to fulfill the scope of the LBR, which emphasizes novelty of ideas. This is also valid for papers that have been recommended as an LBR when rejected in the main track.</span></p>
<p style="margin-bottom:15.0pt"><span style="font-size:12.0pt;font-family:"Arial",sans-serif;color:black">-- Demos Format --</span></p>
<p style="margin-bottom:15.0pt"><span style="font-size:12.0pt;font-family:"Arial",sans-serif;color:black">* Page Limits *. Up to 5 pages, plus up to 1 additional page for references (figures, tables, proofs, appendixes, acknowledgments, and any other content
count toward the page limit). On an extra page (not to be published), submissions should include a specification of the technical requirements for demonstrating the system at UMAP 2024.</span></p>
<p style="margin-bottom:15.0pt"><span style="font-size:12.0pt;font-family:"Arial",sans-serif;color:black">* Supporting Material *. Video or external material demonstrating the system.</span></p>
<p style="margin-bottom:15.0pt"><span style="font-size:12.0pt;font-family:"Arial",sans-serif;color:black">* Proceedings *. Publication in ACM UMAP 2024 adjunct proceedings.</span></p>
<p style="margin-bottom:15.0pt"><span style="font-size:12.0pt;font-family:"Arial",sans-serif;color:black">* Presentation * . Physically presented as a demo plus as a poster during the conference.</span></p>
<p style="margin-bottom:15.0pt"><span style="font-size:12.0pt;font-family:"Arial",sans-serif;color:black">* Description *. Demos will showcase research prototypes and commercially available products in a dedicated session. Demo submissions must be based on
an implemented and tested system that pursues one or more innovative ideas in the interest areas of the conference.</span></p>
<p style="margin-bottom:15.0pt"><span style="font-size:12.0pt;font-family:"Arial",sans-serif;color:black">Demonstrations are an excellent and exciting way to showcase implementations and get valuable feedback from the community, especially for those papers
that have been presented in the main track. Each demo submission must make clear which aspects of the system will be demonstrated, and how these will be demonstrated on-site as well as online.</span></p>
<p style="margin-bottom:15.0pt"><span style="font-size:12.0pt;font-family:"Arial",sans-serif;color:black">To better identify the value of demos, we also encourage authors to submit a pointer to a screencast (max. 5 minutes on Vimeo or YouTube) or any external
material related to the demo (e.g., shared code on GitHub).</span></p>
<p style="margin-bottom:15.0pt"><span style="font-size:12.0pt;font-family:"Arial",sans-serif;color:black">Non-Anonymity. Submissions will be reviewed single-masked (i.e., authors’ names should be included in the papers) thus there is no need to be anonymized
before submission.</span></p>
<p style="margin-bottom:15.0pt"><span style="font-size:12.0pt;font-family:"Arial",sans-serif;color:black">Template for the Research Description. Following the
</span><a href="https://www.acm.org/publications/taps/word-template-workflow"><span style="font-size:12.0pt;font-family:"Arial",sans-serif;color:black">ACM Publication Workflow</span></a><span style="font-size:12.0pt;font-family:"Arial",sans-serif;color:black">,
all authors should submit manuscripts for review in the new ACM single-column format. Instructions for authors are given below:</span></p>
<ul style="margin-top:0cm" type="disc">
<li class="MsoNormal" style="color:black;mso-list:l1 level1 lfo1;vertical-align:baseline">
<span style="font-size:12.0pt;font-family:"Arial",sans-serif">LaTeX (use \documentclass[manuscript, review, anonymous]{acmart} in the sample-authordraft.tex file for single-column). Please carefully follow the ACM’s instructions for
<a href="https://authors.acm.org/proceedings/production-information/preparing-your-article-with-latex">
<span style="color:black">preparing your article with LaTeX</span></a>.</span><o:p></o:p></li><li class="MsoNormal" style="color:black;mso-list:l1 level1 lfo1;vertical-align:baseline">
<span style="font-size:12.0pt;font-family:"Arial",sans-serif">Overleaf (use \documentclass[manuscript,review,anonymous]{acmart} for single-column). Please carefully follow the ACM’s instructions for
<a href="https://authors.acm.org/proceedings/production-information/overleaf"><span style="color:black">preparing your article with Overleaf</span></a>.</span><o:p></o:p></li><li class="MsoNormal" style="color:black;margin-bottom:15.0pt;mso-list:l1 level1 lfo1;vertical-align:baseline">
<span style="font-size:12.0pt;font-family:"Arial",sans-serif">Word. Please carefully follow the ACM’s instructions for
<a href="https://authors.acm.org/proceedings/production-information/preparing-your-article-with-microsoft-word">
<span style="color:black">preparing your article with Microsoft Word</span></a></span><o:p></o:p></li></ul>
<p style="margin-bottom:15.0pt"><span style="font-size:12.0pt;font-family:"Arial",sans-serif;color:black">Should you have any questions or issues going through the instructions above, please contact support at
<a href="mailto:acmtexsupport@aptaracorp.com">acmtexsupport@aptaracorp.com</a> for LaTeX and Microsoft Word inquiries.</span></p>
<p style="margin:0cm"><span style="font-size:12.0pt;font-family:"Arial",sans-serif;color:black">* Accessibility *. Authors are strongly encouraged to provide “alt text” (alternative text) for floats (images, tables, etc.) in their content so that readers with
disabilities can be given descriptive information for these floats that are important to the work. The descriptive text will be displayed in place of a float if the float cannot be loaded. This benefits the author and it broadens the reader base for the author’s
work. Moreover, the alt text provides in-depth float descriptions to search engine crawlers, which helps to properly index these floats. Additionally, authors should follow the
</span><a href="https://authors.acm.org/journals/accessibility-recommendations-for-publishing-in-color"><span style="font-size:12.0pt;font-family:"Arial",sans-serif;color:black">ACM Accessibility Recommendations for Publishing in Color and SIG ACCESS guidelines
on describing figures</span></a><span style="font-size:12.0pt;font-family:"Arial",sans-serif;color:black">.</span></p>
<p style="margin:0cm"> </p>
<p class="MsoNormal"> </p>
<h3 style="margin-bottom:15.0pt"><span style="font-size:12.0pt;font-family:"Arial",sans-serif;color:black;font-weight:normal">** Review Process & Camera-ready Submission **</span><o:p></o:p></h3>
<p style="margin-bottom:15.0pt"><span style="font-size:12.0pt;font-family:"Arial",sans-serif;color:black">* Review * Submissions will be reviewed by at least two independent reviewers. They will be assessed based on their originality and novelty, potential
contribution to the research field, potential impact in particular use cases, and the usefulness of presented experiences, as well as their overall readability. Papers that exceed the page limits or do not adhere to the formatting guidelines will be returned
without review.</span></p>
<p style="margin-bottom:15.0pt"><span style="font-size:12.0pt;font-family:"Arial",sans-serif;color:black">The
</span><a href="https://ethics.acm.org/"><span style="font-size:12.0pt;font-family:"Arial",sans-serif;color:black">ACM Code of Ethics</span></a><span style="font-size:12.0pt;font-family:"Arial",sans-serif;color:black"> gives the UMAP program committee the right
to (desk-)reject papers that perpetuate harmful stereotypes, employ unethical research practices, or uncritically present outcomes/implications that clearly disadvantage minority communities. Further, reviewers will be explicitly asked to consider whether
the research was conducted in compliance with professional ethical standards and applicable regulatory guidelines. Failure to do so could lead to a (desk-)rejection.</span></p>
<p style="margin-bottom:15.0pt"><span style="font-size:12.0pt;font-family:"Arial",sans-serif;color:black">* Camera-ready Information *. Accepted papers will be subject to further revision to meet the requirements of the camera-ready format required by ACM.
We strongly recommend the usage of LaTeX/Overleaf for the camera-ready papers to minimize the extent of reformatting. Users of the Word template must use either the version for Microsoft Word for Windows, Macintosh Office 2011, or Macintosh Office 2016 (other
formats such as Open Office, etc., are not admitted) for the camera-ready submission to avoid incompatibility issues.</span></p>
<p style="margin:0cm"><span style="font-size:12.0pt;font-family:"Arial",sans-serif;color:black">Instructions for preparing the camera-ready versions of accepted papers will be provided after acceptance. This might include instructions to prepare a video of
the accepted contribution. Camera-ready versions of accepted papers will be later submitted using
</span><a href="https://www.acm.org/publications/proceedings-template"><span style="font-size:12.0pt;font-family:"Arial",sans-serif;color:black">ACM’s new production platform</span></a><span style="font-size:12.0pt;font-family:"Arial",sans-serif;color:black">
where authors will be able to review PDF and HTML output formats before publication.</span></p>
<p style="margin:0cm"><span style="font-size:12.0pt;font-family:"Arial",sans-serif;color:black"> </span></p>
<p style="margin:0cm"> </p>
<h3 style="margin-bottom:15.0pt"><span style="font-size:12.0pt;font-family:"Arial",sans-serif;color:black;font-weight:normal">** Registration and Presentation Policy **</span><o:p></o:p></h3>
<p style="margin-bottom:15.0pt"><span style="font-size:12.0pt;font-family:"Arial",sans-serif;color:black">Each accepted paper must be accompanied by a distinct full author registration, completed by the early registration date cut-off. Each accepted paper must
be presented in person to be included in the conference adjunct proceedings, published by ACM and available via the ACM Digital Library. The official publication date is when the proceedings are made available in the ACM Digital Library. This date may be up
to two weeks before the first day of UMAP 2024. The official publication date affects the deadline for any patent filings related to published work.</span></p>
<p style="margin:0cm"><span style="font-size:12.0pt;font-family:"Arial",sans-serif;color:black">During the conference, all categories will be presented at the poster reception, in the form of a poster and/or a software demonstration following poster format.
This form of presentation will provide presenters with an opportunity to obtain direct feedback about their work from a wide audience during the conference.</span></p>
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<h2 style="margin-bottom:15.0pt"><span style="font-size:12.0pt;font-family:"Arial",sans-serif;color:black;font-weight:normal">**
</span><span style="font-size:12.0pt;font-family:"Arial",sans-serif;color:black">Late-Breaking Results and Demos Chairs
</span><span style="font-size:12.0pt;font-family:"Arial",sans-serif;color:black;font-weight:normal">**</span><o:p></o:p></h2>
<ul style="margin-top:0cm" type="disc">
<li class="MsoNormal" style="color:black;mso-list:l0 level1 lfo2;vertical-align:baseline">
<span style="font-size:12.0pt;font-family:"Arial",sans-serif">Bamshad Mobasher, DePaul University, USA</span><o:p></o:p></li><li class="MsoNormal" style="color:black;mso-list:l0 level1 lfo2;vertical-align:baseline">
<span style="font-size:12.0pt;font-family:"Arial",sans-serif">Hanna Hauptmann, Utrecht University, Netherlands</span><o:p></o:p></li><li class="MsoNormal" style="color:black;margin-bottom:15.0pt;mso-list:l0 level1 lfo2;vertical-align:baseline">
<span style="font-size:12.0pt;font-family:"Arial",sans-serif">Olga C. Santos, Universidad Nacional de Educacion a Distancia (UNED), Spain</span><o:p></o:p></li></ul>
<p style="margin:0cm"><span style="font-size:12.0pt;font-family:"Arial",sans-serif;color:black">Contact information: umap2024-lbr at um.org</span></p>
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