<html> <head> <meta http-equiv="Content-Type" content="text/html; charset=Windows-1252"> <style type="text/css" style="display:none"></style> </head> <body dir="ltr" style="font-size:12pt;color:#000000;background-color:#FFFFFF;font-family:Calibri,Arial,Helvetica,sans-serif;"> <p></p> <div style="font-family: Calibri, Arial, Helvetica, sans-serif; font-size: 16px; margin: 0px;"> <font face="Calibri" size="2"><span style="font-size: 16px;"><strong>FashionXRecsys</strong> - Workshop on Recommender Systems in Fashion</span></font></div> <div style="font-family: Calibri, Arial, Helvetica, sans-serif; font-size: 16px; margin: 0px;"> <font face="Arial" size="1"><span style="font-size: 13.29px;"><strong>In conjunction with ACM RecSys 2020 (26th September 2020)</strong></span></font></div> <div style="font-family: Calibri, Arial, Helvetica, sans-serif; font-size: 16px; margin: 0px;"> <font face="Calibri" size="2" color="#103CC0"><span style="font-size: 16px;"><a href="https://fashionxrecsys.github.io/fashionxrecsys-2020/" target="_blank">https://fashionxrecsys.github.io/fashionxrecsys-2020/</a><font color="black"> </font></span></font></div> <div style="font-family: Calibri, Arial, Helvetica, sans-serif; font-size: 16px; margin: 0px;"> <font face="Calibri,Arial,Helvetica,sans-serif" size="1"><span style="font-size: 12px;"><br> </span></font></div> <div style="font-family: Calibri, Arial, Helvetica, sans-serif; font-size: 16px; margin: 0px;"> <font face="Helvetica" size="1"><span style="font-size: 13.29px;"><font face="Arial">**</font><font face="Arial"><strong>Important Note</strong></font><font face="Arial">** </font>Due to concerns about COVID-19, RecSys 2020 will cancel its physical component and go fully virtual.</span></font></div> <div style="font-family: Calibri, Arial, Helvetica, sans-serif; font-size: 16px; margin: 0px;"> <font face="Calibri,Arial,Helvetica,sans-serif" size="1"><span style="font-size: 12px;"><br> </span></font></div> <div align="justify" style="font-family: Calibri, Arial, Helvetica, sans-serif; font-size: 16px; margin: 0px;"> <font face="Arial" size="1"><span style="font-size: 13.29px;">We are pleased to invite you to participate in the 2nd workshop on Recommender Systems in Fashion (FashionXRecsys) that will be held on September 26th, 2020.</span></font></div> <div align="justify" style="font-family: Calibri, Arial, Helvetica, sans-serif; font-size: 16px; margin: 0px;"> <font face="Calibri,Arial,Helvetica,sans-serif" size="1"><span style="font-size: 12px;"> </span></font></div> <div align="justify" style="font-family: Calibri, Arial, Helvetica, sans-serif; font-size: 16px; margin: 0px;"> <font face="Arial" size="1"><span style="font-size: 13.29px;">Online Fashion retailers have significantly increased in popularity over the last decade, making it possible for customers to explore hundreds of thousands of products without the need to visit multiple stores or stand in long queues for checkout. However, the customers still face several hurdles with current online shopping solutions. For example, customers often feel overwhelmed with the large selection of the assortment and brands. In addition, there is still a lack of effective suggestions capable of satisfying customers’ style preferences, or size and fit needs, necessary to enable them in their decision-making process. In this context, recommender systems are very well positioned to play a crucial role in creating a great customer experience in fashion. Moreover, in recent years social shopping in fashion has surfaced, thanks to platforms such as Instagram, providing a very interesting opportunity that allows to explore fashion in radically new ways. Such recent developments provide exciting challenges for the Recommender Systems and Machine Learning research communities. </span></font></div> <div style="font-family: Calibri, Arial, Helvetica, sans-serif; font-size: 16px; margin: 0px;"> <font face="Calibri,Arial,Helvetica,sans-serif" size="1"><span style="font-size: 12px;"><br> </span></font></div> <div align="justify" style="font-family: Calibri, Arial, Helvetica, sans-serif; font-size: 16px; margin: 0px;"> <font face="Arial" size="1"><span style="font-size: 13.29px;">This workshop aims to bring together researchers and practitioners in the fashion, recommendations and machine learning domains to discuss open problems in the aforementioned areas. This involves addressing interdisciplinary problems with all of the challenges it entails. Within this workshop we aim to start the conversation among professionals in the fashion and e-commerce industries and recommender systems scientists, and create a new space for collaboration between these communities necessary for tackling these deep problems. To provide rich opportunities to share opinions and experience in such an emerging field, we will accept paper submissions on established and novel ideas, as well as new interactive participation formats. </span></font></div> <div style="font-family: Calibri, Arial, Helvetica, sans-serif; font-size: 16px; margin: 0px;"> <font face="Calibri,Arial,Helvetica,sans-serif" size="1"><span style="font-size: 12px;"><br> </span></font></div> <div style="font-family: Calibri, Arial, Helvetica, sans-serif; font-size: 16px; margin: 0px;"> <font face="Arial" size="1"><span style="font-size: 13.29px;"><strong>Suggested topics for submissions are (but not limited to):</strong></span></font></div> <div style="font-family: Calibri, Arial, Helvetica, sans-serif; font-size: 16px; margin: 0px;"> <font face="Calibri,Arial,Helvetica,sans-serif" size="1"><span style="font-size: 12px;"><br> </span></font></div> <div style="font-family: Calibri, Arial, Helvetica, sans-serif; font-size: 16px; margin: 0px;"> <font face="Arial" size="1"><span style="font-size: 13.29px;">* Computer vision in Fashion (image classification, semantic segmentation, object detection)</span></font></div> <div style="font-family: Calibri, Arial, Helvetica, sans-serif; font-size: 16px; margin: 0px;"> <font face="Arial" size="1"><span style="font-size: 13.29px;">* Deep learning in recommendation systems for Fashion</span></font></div> <div style="font-family: Calibri, Arial, Helvetica, sans-serif; font-size: 16px; margin: 0px;"> <font face="Arial" size="1"><span style="font-size: 13.29px;">* Learning and application of fashion style (personalized style, implicit and explicit preferences, budget, social behaviour, etc) </span></font></div> <div style="font-family: Calibri, Arial, Helvetica, sans-serif; font-size: 16px; margin: 0px;"> <font face="Arial" size="1"><span style="font-size: 13.29px;">* Size and Fit recommendations through mining customers implicit and explicit size and fit preferences</span></font></div> <div style="font-family: Calibri, Arial, Helvetica, sans-serif; font-size: 16px; margin: 0px;"> <font face="Arial" size="1"><span style="font-size: 13.29px;">* Modelling articles and brands size and fit similarity</span></font></div> <div style="font-family: Calibri, Arial, Helvetica, sans-serif; font-size: 16px; margin: 0px;"> <font face="Arial" size="1"><span style="font-size: 13.29px;">* Usage of ontologies and article metadata in fashion and retail (NLP, social mining, search)</span></font></div> <div style="font-family: Calibri, Arial, Helvetica, sans-serif; font-size: 16px; margin: 0px;"> <font face="Arial" size="1"><span style="font-size: 13.29px;">* Addressing cold-start problem both for items and users in fashion recommendation</span></font></div> <div style="font-family: Calibri, Arial, Helvetica, sans-serif; font-size: 16px; margin: 0px;"> <font face="Arial" size="1"><span style="font-size: 13.29px;">* Knowledge transfer in multi-domain fashion recommendation systems</span></font></div> <div style="font-family: Calibri, Arial, Helvetica, sans-serif; font-size: 16px; margin: 0px;"> <font face="Arial" size="1"><span style="font-size: 13.29px;">* Hybrid recommendations on customers’ history and on-line behavior</span></font></div> <div style="font-family: Calibri, Arial, Helvetica, sans-serif; font-size: 16px; margin: 0px;"> <font face="Arial" size="1"><span style="font-size: 13.29px;">* Multi- or Cross- domain recommendations (social media and online shops)</span></font></div> <div style="font-family: Calibri, Arial, Helvetica, sans-serif; font-size: 16px; margin: 0px;"> <font face="Arial" size="1"><span style="font-size: 13.29px;">* Privacy preserving techniques for customer’s preferences tracing</span></font></div> <div style="font-family: Calibri, Arial, Helvetica, sans-serif; font-size: 16px; margin: 0px;"> <font face="Arial" size="1"><span style="font-size: 13.29px;">* Understanding social and psychological factors and impacts of influence on users’ fashion choices (such as Instagram, influencers, etc.) </span></font></div> <div style="font-family: Calibri, Arial, Helvetica, sans-serif; font-size: 16px; margin: 0px;"> <font face="Calibri,Arial,Helvetica,sans-serif" size="1"><span style="font-size: 12px;"><br> </span></font></div> <div style="font-family: Calibri, Arial, Helvetica, sans-serif; font-size: 16px; margin: 0px;"> <font face="Arial" size="1"><span style="font-size: 13.29px;">In order to encourage the reproducibility of research work presented in the workshop, we put together a list of open datasets in the <a href="https://fashionxrecsys.github.io/fashionxrecsys-2020/#datasets" target="_blank"><font color="#103CC0">fashionXrecsys website</font></a>. All submissions that present their work using at least one of the listed datasets will be considered for the best paper, best student paper and best demo awards, which will be given by workshop sponsors. </span></font></div> <div style="font-family: Calibri, Arial, Helvetica, sans-serif; font-size: 16px; margin: 0px;"> <font face="Calibri,Arial,Helvetica,sans-serif" size="1"><span style="font-size: 12px;"><br> </span></font></div> <div style="font-family: Calibri, Arial, Helvetica, sans-serif; font-size: 16px; margin: 0px;"> <font face="Arial" size="1"><span style="font-size: 13.29px;"><strong>Important Dates </strong></span></font></div> <div style="font-family: Calibri, Arial, Helvetica, sans-serif; font-size: 16px; margin: 0px;"> <font face="Calibri,Arial,Helvetica,sans-serif" size="1"><span style="font-size: 12px;"><br> </span></font></div> <div style="font-family: Calibri, Arial, Helvetica, sans-serif; font-size: 16px; margin: 0px;"> <font face="Arial" size="1"><span style="font-size: 13.29px;"><strong>* Paper Submission deadline:</strong> July 29th, 2020</span></font></div> <div style="font-family: Calibri, Arial, Helvetica, sans-serif; font-size: 16px; margin: 0px;"> <font face="Arial" size="1"><span style="font-size: 13.29px;"><strong>* Author notification:</strong> August 21st, 2020</span></font></div> <div style="font-family: Calibri, Arial, Helvetica, sans-serif; font-size: 16px; margin: 0px;"> <font face="Arial" size="1"><span style="font-size: 13.29px;"><strong>* Camera-ready version deadline: </strong>September 4th,2020</span></font></div> <div style="font-family: Calibri, Arial, Helvetica, sans-serif; font-size: 16px; margin: 0px;"> <font face="Calibri,Arial,Helvetica,sans-serif" size="1"><span style="font-size: 12px;"><br> </span></font></div> <div align="justify" style="font-family: Calibri, Arial, Helvetica, sans-serif; font-size: 16px; margin: 0px;"> <font face="Arial" size="1"><span style="font-size: 13.29px;">All deadlines refer to 23:59 (11:59pm) in the AoE (Anywhere on Earth) time zone.</span></font></div> <div style="font-family: Calibri, Arial, Helvetica, sans-serif; font-size: 16px; margin: 0px;"> <font face="Calibri,Arial,Helvetica,sans-serif" size="1"><span style="font-size: 12px;"><br> </span></font></div> <div style="font-family: Calibri, Arial, Helvetica, sans-serif; font-size: 16px; margin: 0px;"> <font face="Arial" size="1"><span style="font-size: 13.29px;"><strong>Paper Submission Instructions </strong></span></font></div> <div style="font-family: Calibri, Arial, Helvetica, sans-serif; font-size: 16px; margin: 0px;"> <font face="Arial" size="1"><span style="font-size: 13.29px;">* All submissions and reviews will be handled electronically via EasyChair at the following address: <a href="https://easychair.org/conferences/?conf=fashionxrecsys2020" target="_blank"><font color="#103CC0">https://easychair.org/conferences/?conf=fashionxrecsys2020</font></a> </span></font></div> <div style="font-family: Calibri, Arial, Helvetica, sans-serif; font-size: 16px; margin: 0px;"> <font face="Arial" size="1"><span style="font-size: 13.29px;"> </span></font></div> <div style="font-family: Calibri, Arial, Helvetica, sans-serif; font-size: 16px; margin: 0px;"> <font face="Arial" size="1"><span style="font-size: 13.29px;">* Submissions should be prepared according to the <a href="https://recsys.acm.org/recsys20/call/" target="_blank"><font color="#103CC0">ACM RecSys format</font></a>. Long papers should report on substantial contributions of lasting value. The maximum length is 14 pages (excluding references) in the new single-column format. For short papers, the maximum length is 7 pages (excluding references) in the new single-column format.</span></font></div> <div style="font-family: Calibri, Arial, Helvetica, sans-serif; font-size: 16px; margin: 0px;"> <font face="Calibri,Arial,Helvetica,sans-serif" size="1"><span style="font-size: 12px;"><br> </span></font></div> <div style="font-family: Calibri, Arial, Helvetica, sans-serif; font-size: 16px; margin: 0px;"> <font face="Arial" size="1"><span style="font-size: 13.29px;">* The peer review process is double-blind (i.e. anonymised). All submissions must not include information identifying the authors or their organisation. Specifically, do not include the authors’ names and affiliations, anonymise citations to your previous work and avoid providing any other information that would allow to identify the authors, such as acknowledgments and funding. However, it is acceptable to explicitly refer in the paper to the companies or organizations that provided datasets, hosted experiments or deployed solutions, if specifically necessary for understanding the work described in the paper. </span></font></div> <div style="font-family: Calibri, Arial, Helvetica, sans-serif; font-size: 16px; margin: 0px;"> <font face="Calibri,Arial,Helvetica,sans-serif" size="1"><span style="font-size: 12px;"><br> </span></font></div> <div style="font-family: Calibri, Arial, Helvetica, sans-serif; font-size: 16px; margin: 0px;"> <font face="Arial" size="1"><span style="font-size: 13.29px;">* Submitted work should be original. However, technical reports or ArXiv disclosure prior to or simultaneous with the workshop submission, is allowed, provided they are not peer-reviewed.</span></font></div> <div style="font-family: Calibri, Arial, Helvetica, sans-serif; font-size: 16px; margin: 0px;"> <font face="Calibri,Arial,Helvetica,sans-serif" size="1"><span style="font-size: 12px;"><br> </span></font></div> <div style="font-family: Calibri, Arial, Helvetica, sans-serif; font-size: 16px; margin: 0px;"> <font face="Arial" size="1"><span style="font-size: 13.29px;">* The organizers also encourage authors to make their code and datasets publicly available.</span></font></div> <div style="font-family: Calibri, Arial, Helvetica, sans-serif; font-size: 16px; margin: 0px;"> <font face="Calibri,Arial,Helvetica,sans-serif" size="1"><span style="font-size: 12px;"><br> </span></font></div> <div style="font-family: Calibri, Arial, Helvetica, sans-serif; font-size: 16px; margin: 0px;"> <font face="Arial" size="1"><span style="font-size: 13.29px;">* Accepted contributions are given either an oral or poster presentation slot at the workshop. At least one author of every accepted contribution must attend the workshop and present their work. Please contact the workshop organization if none of the authors will be able to attend.</span></font></div> <div style="font-family: Calibri, Arial, Helvetica, sans-serif; font-size: 16px; margin: 0px;"> <font face="Calibri,Arial,Helvetica,sans-serif" size="1"><span style="font-size: 12px;"><br> </span></font></div> <div style="font-family: Calibri, Arial, Helvetica, sans-serif; font-size: 16px; margin: 0px;"> <font face="Arial" size="1"><span style="font-size: 13.29px;">* All accepted papers will be available through the <a href="https://fashionxrecsys.github.io/fashionxrecsys-2020/" target="_blank"><font color="#103CC0">program website</font></a>, and will be published in a special Springer Journal issue. </span></font></div> <div style="font-family: Calibri, Arial, Helvetica, sans-serif; font-size: 16px; margin: 0px;"> <font face="Calibri,Arial,Helvetica,sans-serif" size="1"><span style="font-size: 12px;"><br> </span></font></div> <div style="font-family: Calibri, Arial, Helvetica, sans-serif; font-size: 16px; margin: 0px;"> <font face="Arial" size="1"><span style="font-size: 13.29px;"><strong>Additional Submission Instructions for Demos </strong></span></font></div> <div style="font-family: Calibri, Arial, Helvetica, sans-serif; font-size: 16px; margin: 0px;"> <font face="Arial" size="1"><span style="font-size: 13.29px;">The description of the demo should be prepared according to the standard <a href="http://www.acm.org/publications/proceedings-template" target="_blank"><font color="#103CC0">double-column ACM SIG proceedings format</font></a> with a one page limit. The submission should include:</span></font></div> <div style="font-family: Calibri, Arial, Helvetica, sans-serif; font-size: 16px; margin: 0px;"> <font face="Arial" size="1"><span style="font-size: 13.29px;">* An overview of the algorithm or system that is the core of the demo, including citations to any publications that support the work.</span></font></div> <div style="font-family: Calibri, Arial, Helvetica, sans-serif; font-size: 16px; margin: 0px;"> <font face="Arial" size="1"><span style="font-size: 13.29px;">* A discussion of the purpose and the novelty of the demo.</span></font></div> <div style="font-family: Calibri, Arial, Helvetica, sans-serif; font-size: 16px; margin: 0px;"> <font face="Arial" size="1"><span style="font-size: 13.29px;">* A description of the required setup. If the system will feature an installable component (e.g., mobile app) or website for users to use throughout or after the conference, please mention this.</span></font></div> <div style="font-family: Calibri, Arial, Helvetica, sans-serif; font-size: 16px; margin: 0px;"> <font face="Arial" size="1"><span style="font-size: 13.29px;">* A link to a narrated screen capture of your system in action, ideally a video. (This section will be removed for the camera-ready version of accepted contributions.)</span></font></div> <div style="font-family: Calibri, Arial, Helvetica, sans-serif; font-size: 16px; margin: 0px;"> <font face="Arial" size="1"><span style="font-size: 13.29px;">For any inquiries and questions, please contact us: <a href="mailto:fashionxrecsys@gmail.com" target="_blank"><font color="#103CC0">fashionxrecsys@gmail.com</font></a> </span></font></div> <div style="font-family: Calibri, Arial, Helvetica, sans-serif; font-size: 16px; margin: 0px;"> <font face="Arial" size="1"><span style="font-size: 13.29px;">Join the #fashionxrecsys community in slack by <a href="https://recsys.acm.org/slack-invite/" target="_blank"><font color="#103CC0">following these instructions</font></a> </span></font></div> <div style="font-family: Calibri, Arial, Helvetica, sans-serif; font-size: 16px; margin: 0px;"> <font face="Calibri,Arial,Helvetica,sans-serif" size="1"><span style="font-size: 12px;"><br> </span></font></div> <div align="justify" style="font-family: Calibri, Arial, Helvetica, sans-serif; font-size: 16px; margin: 0px;"> <font face="Arial" size="1"><span style="font-size: 13.29px;">Kindest Regards,</span></font></div> <div align="justify" style="font-family: Calibri, Arial, Helvetica, sans-serif; font-size: 16px; margin: 0px;"> <font face="Arial" size="1"><span style="font-size: 13.29px;">FashionXRecsys Organizers</span></font></div> <p><br> </p> </body> </html>