Call for Long and Short Papers***************************************ACM ICMI 2021: Call for Long and Short Papershttp://icmi.acm.org/2021/index.php?id=cfp18-22 Oct 2021, Montreal, Canada*************************************** Call for Long, Short and Blue Sky Papers The 23rd ACM International Conference on Multimodal Interaction (ACM ICMI 2021) will be held in Montreal, Canada. ACM ICMI is the premier international forum for multidisciplinary research on multimodal human-human and human-computer interaction, interfaces, and system development. The conference focuses on theoretical and empirical foundations, component technologies, and combined multimodal processing techniques that define the field of multimodal interaction analysis, interface design, and system development. We are keen to showcase novel input and output modalities and interactions to the ICMI community. ACM ICMI 2021 will feature a single-track main conference which includes: keynote speakers, technical full and short papers (including oral and poster presentations), Blue Sky papers, demonstrations, exhibits, doctoral spotlight papers, and late-breaking papers. The conference will also feature workshops and grand challenges. The proceedings of ICMI 2021 will be published by ACM as part of their series of International Conference Proceedings and Digital Library, and the adjunct proceedings will feature the workshop papers. We also want to welcome conference papers from behavioral and social sciences. These papers allow us to understand how technology can be used to increase our scientific knowledge and may focus less on presenting technical or algorithmic novelty. For this reason, the "novelty" criteria used during ICMI 2021 review will be based on two sub-criteria (i.e., scientific novelty and technical novelty as described below). Accepted papers at ICMI 2021 only need to be novel on one of these sub-criteria. In other words, a paper which is strong on scientific knowledge contribution but low on algorithmic novelty should be ranked similarly to a paper that is high on algorithmic novelty but low on knowledge discovery. - Scientific Novelty: Papers should bring some new knowledge to the scientific community. For example, discovering new behavioral markers that are predictive of mental health or how new behavioral patterns relate to children's interactions during learning. It is the responsibility of the authors to perform a proper literature review and clearly discuss the novelty in the scientific discoveries made in their paper.- Technical Novelty: Papers reviewed with this sub-criterion should include novelty in their computational approach for recognizing, generating or modeling data. Examples include: novelty in the learning and prediction algorithms, in the neural architecture, or in the data representation. Novelty can also be associated with new usages of an existing approach. This year's conference theme: In the past years and specially 2020, the questions of Behavioral Health and Virtual Connectivity have become central to our life. In particular, COVID-19 has disrupted our normal social life and interactions at work, bringing challenges but also opportunities to improve our team sociability and productivity. This situation calls for multimodal systems to enhance social and emotional remote interaction as well as to increase productivity during remote collaboration. Our behavioral health has been severely impacted the past months. The needs for non-intrusive sensing technology, smart environments (e.g., elderly home monitoring), wearable and assistive devices for rehabilitation, well-being and ageing population and multimodal interfaces to support behavioral changes have become a crucial necessity. As such, this year, ICMI welcomes contributions on our theme for Behavioral Health and Virtual Connectivity. Additional topics of interest include but are not limited to: - Affective computing and interaction- Cognitive modeling and multimodal interaction- Gesture, touch and haptics- Healthcare, assistive technologies- Human communication dynamics- Human-robot/agent multimodal interaction- Interaction with smart environment- Machine learning for multimodal interaction- Mobile multimodal systems- Multimodal behavior generation- Multimodal datasets and validation- Multimodal dialogue modeling- Multimodal fusion and representation- Multimodal interactive applications- Speech behaviors in social interaction- System components and multimodal platforms- Visual behaviours in social interaction- Virtual/augmented reality and multimodal interaction Blue Sky Papers ACM ICMI 2021 is pleased to partner with the Computing Community Consortium (CCC) to initiate a new Blue Sky paper track that emphasizes innovative, visionary, and high-impact contributions. This track solicits papers relevant to ICMI content that go beyond the usual research paper to present new visions that stimulate the ICMI community to pursue innovative new directions. They may challenge existing assumptions and methodologies, or propose new applications or theories. he papers are encouraged to present high-risk controversial ideas. Submitted papers are expected to represent deep reflection, to argue rigorously, and to present ideas from a high-level synthetic viewpoint (e.g., multidisciplinary, based on multiple methodologies). Submissions should be 4 pages, independent of references. The CCC will further distribute and publicize any papers published in this track, and they will sponsor awards to honor the first ($1,000), second ($750), and third ($500) place papers, in the form of travel grants. The submission deadline is the same with main conference papers. Important Dates Paper Submission: May 26, 2021Reviews to authors: July 7, 2021Rebuttal due: July 12, 2021Paper notification: July 26, 2021Camera-ready paper: August 16, 2021Presenting at main conference: October 18-22, 2021 ****************************************Anna Esposito, PhD, Full Professor Head of the Behaving Cognitive Systems (BeCogSys) Laboratory, Università della Campania “Luigi Vanvitelli”,Department of Psychology, viale Ellittico 31, 81100, Caserta, and International Institute for Advanced Scientific Studies, Vietri sul Mare (SA), Italyphone: + 39 338 1829988 (mobile)ORCID number: 0000 – 0002 – 7268 – 1795emails: anna.esposito@unicampania.it; iiass.annaesp@tin.it;webpages: https://www.psicologia.unicampania.it/home-becogsy