April 2022 - Hcitaly

Second International Conference on ICT for Health, Accessibility and Wellbeing (IHAW 2022): Third Call for Papers

by Announce Announcements

*** Third Call for Papers *** Second International Conference on ICT for Health, Accessibility and Wellbeing (IHAW 2022) December 5-7, 2022, Golden Bay Beach Hotel 5*, Larnaca, Cyprus https://cyprusconferences.org/ihaw2022 (Proceedings to be published by Springer in CCIS; Journal Special Issues with SN Computer Science (Springer) and Smart Health (Elsevier); Best Paper Award sponsored by MDPI "Sensors" with 300 CHF) ICT for Health, Accessibility and Wellbeing (IHAW 2022) is the second of the series of International Conferences on "ICT for Societal Challenges". It is a showcase for high quality oral and poster presentations and demonstrations sessions. This conference aims to be a platform for multi and interdisciplinary research at the interplay between Information and Communication Technologies, Biomedical, Neuro-cognitive, and Experimental research. This research includes the design, experimental evaluation and standardization of new ICT scalable systems and in-silico systems for new and future inclusive and sustainable technologies that benefit all: healthy people, people with disabilities or other impairments, people having chronic diseases, etc. User-centered design and innovation, new intuitive ways of human -computer interaction, and user acceptance are the topics of particular interest. Conference Topics Relevant topics include (but are not limited to) the following: Artificial Intelligence, Computation and Data Analytics • Artificial Intelligence methods for medical device testing. • Algorithms, methods and services for condition-specific intervention (e.g., diabetes, obesity, dementia, post cancer treatment, allergies, mental health). • Algorithms, methods and services for predicting and monitoring infectious disease. • Crowd-sourcing and social media analysis for predicting and monitoring infectious disease. • Medical Data and/or Medical Image Analysis. • Electronic Medical Records Analysis. • Computational methods for medical devices. Human Computer Interaction and Cognition • Human-Machine Interaction for healthcare and well-being. • Cognitive Mechatronics for healthcare and well-being. • Models for human-device interaction for medicine. • Cobotics for healthcare and well-being. • Model-based design and configuration tools for healthcare and well-being. Assistive Devices • Precision medicine. • ICT for in-silicon trials. • Implantable medical devices. • Multimodal assistive ICT devices to empower people with sensory, cognitive, motor, balance and spatial impairments. ICT & Wellbeing • Age-friendly systems for active and healthy ageing (telepresence, robotics solutions, innovative solutions for independent living, innovative elderly care, integrated care, age-related risks prevention/detection). • ICT systems to improve the quality of life and for daily life activities assistance (education, recreation, and nutrition). • Smart living homes and wearables (Intelligent and personalized digital solutions for sustaining and extending healthy and independent living; personalized early risk detection and intervention). • Smart Systems and services promoting access to the socio-economical and cultural environment. • IoT and smart real-time surveillance systems for monitoring, auditing and control to prevent the spread of the pandemic. • eHealth smart solutions in the fight against a COVID-19 like pandemic. • IoT and Smart Healthcare systems with an environmentally friendly and sustainable footprint. Health Infrastructure and Healthcare Operation Services • Distributed and connected digital healthcare services. • IoT services for real-time monitoring of health data and status of patients and/or older adults. • Wearable devices and IoT systems for remote monitoring of health data and status of patients and/or older adults. • mHealth services and applications using mobile and wearable devices to collect community and clinical health data, and deliver healthcare information to practitioners, researchers and patients. • Sustainable city environments for emergency health management. • 5G and beyond for healthcare in sustainable smart cities. • Wireless Sensor Networks for advanced smart healthcare in sustainable cities. Quality in Healthcare Systems • New experimental validation methods with end-users. • Systems and services for ensuring patient’s commitment to the medication schedule. • Digital health systems and tools for health care professional training and workforce development. • Communication systems and services improving the quality of patient and healthcare provider contact before, during and after admission. • Methods and Technology for Improving the quality of services-oriented care delivery systems. • Methods, Digital Tools and/or Services for inclusive-for-all healthcare systems. • Co-Creation of healthcare systems for social well being of people with special needs, older adults and/or deprivileged or disadvantaged people. • Systems for management of health and care (mental health, pain, neurological disorders, sight, hearing, balance, space awareness; sensory based physiological and psychological non-invasive measurements, preventive healthcare, m-healthcare, e-healthcare, integrated care, serious games, electronic health record, self- management, patient-centered systems for survivorship, palliation and/or end-of-life care). Privacy, Security & Standardization • Standardization, certification, labelling, and communication issues (related to ageing well, to sensory impairment). • Privacy and Security/Regulation compliant services in health care systems (e.g., HIPAA). • Security and privacy of digital health systems and service. • Socio-economic issues of smart healthcare in sustainable societies. • Privacy, security and ethics in eHealth smart solutions and surveillance at scale in the fight against a COVID-19 pandemic. High-quality original submissions that address such future issues, show the design and evaluation in (near-) real scenarios, explain how to benchmark systems, and outline the education and training procedures for acquiring new perceptual skills while using such systems are welcome. Research and technical papers are expected to present significant and original contributions validated with the targeted end-users. Submissions should clearly state the progress beyond the existing state-of- the-art and the expected societal benefits of the developed technology. When possible, validate scenarios with the target user groups and well-identified technology readiness levels (https://en.wikipedia.org/wiki/Technology_readiness_level) should be at least outlined. Submissions We invite Research and Technical papers, up to 15 pages, describing original unpublished research, making a substantial contribution to the research field. All submissions will be reviewed by the Program Committee. As was the case for IHAW 2021, the proceedings of IHAW 2022 will be published by Springer in the Communications in Computer and Information Science (CCIS) series (https://www.springer.com/series/7899) and will be presented in the technical sessions of the conference. The Best Paper Award is sponsored by MDPI "Sensors" with 300 CHF. The authors of the best papers accepted and presented at IHAW2022 will be invited to submit extended versions of their papers for further review and possible inclusion in either of two Journal Special Issues that will be organised with SN Computer Science (Springer) and Smart Health (Elsevier). Submissions of all types should be carefully formatted according to the Springer format for conference proceedings: https://www.springer.com/gp/computer-science/lncs/conference-proceedings-gu… . The submission process will be handled through Easy Chair and the submission link is: https://easychair.org/my/conference?conf=icihaw2022 . Important Dates • Submission Deadline: July 18, 2022 (AoE) • Notification: September 26, 2022 • Camera-Ready Submission Deadline: October 10, 2022 • Author Registration Deadline: October 10, 2022 Organizers Honorary General Chair • Edwige Pissaloux, University of Rouen Normandy, France General Chair • George A. Papadopoulos, University of Cyprus, Cyprus Scientific Chair • Achilleas Achilleos, Frederick University, Cyprus Scientific Vice-Chair • Ramiro Velazquez, Universidad Panamericana, Mexico Publicity Chair • Jessica Allingham, Lakehead University, Canada Finance Chair • Petros Stratis, Easy Conferences LTD, Cyprus

2 years, 11 months

1
0
0 0

Fwd: SIGCHI Futures: Reflection and Action

by Luigi De Russis

Carissimi/e, dato che queste mail rivolte a tutti i membri SIGCHI non sembrano arrivare proprio a tutti, mi permetto di inoltrare quella che ho appena inviato a proposito del 40esimo anniversario di SIGCHI e delle iniziative che si vogliono portare avanti per il futuro dell’organizzazione. Credo che soprattutto il secondo punto della mail possa essere interessante per i più giovani della comunità italiana! Rimango a disposizione in caso di curiosità o domande. A presto e buona Pasqua! Luigi --- Luigi De Russis Assistant Professor (RTDb) Department of Control and Computer Engineering Politecnico di Torino, Italy ACM SIGCHI EC's Adjunct Chair for Community Support phone: +39 011 0907170 email: luigi.derussis(a)polito.it <mailto:luigi.derussis@polito.it> web: http://elite.polito.it/people/derussis twitter: @luigidr > Begin forwarded message: > > From: Luigi De Russis <luigi.derussis(a)POLITO.IT> > Subject: SIGCHI Futures: Reflection and Action > Date: 14 April 2022 at 17:37:41 CEST > To: SIGCHI-MEMBERS(a)LISTSERV.ACM.ORG > Resent-From: <d025734(a)polito.it> > Reply-To: Luigi De Russis <luigi.derussis(a)POLITO.IT> > > Dear SIGCHI members, > > We would like to share some upcoming events and updates in celebration of SIGCHI’s 40th anniversary! > > 1. Open Session: Imagining SIGCHI Futures > SIGCHI is turning 40 this year! This milestone gives us an opportunity to not only celebrate and reflect on how far HCI has come as a field but also imagine potential future trajectories. In this online open session, we will take stock of SIGCHI’s past and present and envision how it might evolve over the next few decades along the dimensions the community cares about most, such as infrastructures for mentorship, sustainability, accessibility, among others. This will be a precursor to our SIGCHI Turns 40 SIG at CHI 2022, where we will continue to develop aspirations and, importantly, concrete avenues towards a thriving SIGCHI community. > > Friday, April 22 @12pm UTC (in your time zone <https://dateful.com/eventlink/3195715725>) Zoom <https://acm-org.zoom.us/j/92741561141?pwd=a25paExZZktrQVM5MGw0S0xaREZBUT09> > > Monday, April 25 @11:59pm UTC (in your time zone <https://dateful.com/eventlink/2818649841>) Zoom <https://acm-org.zoom.us/j/97683167594?pwd=a1BLYmg1aWhkNjJzVE5PVGVtMy9uUT09> > > > 2. Futuring SIGCHI Committee > To sustain discussions around SIGCHI’s 40th, the open session and the SIG will inform the workings of the new Futuring SIGCHI Committee. This committee aims to be a sandbox for (those who self-identify as) early-career professionals to create creative, well-motivated, public-facing pilot projects that help address community challenges and set SIGCHI up for better, stronger futures. Members will be able to iterate on and expand successful pilots to eventually integrate them into SIGCHI structures and long-term practices. You can read more about the committee on our Medium blog post <https://medium.com/sigchi/imagining-sigchi-futures-3ada9218ab01>. > > If you are interested in joining the Futuring SIGCHI Committee, let us know by completing the open call on our Submittable form <https://sigchi.submittable.com/submit/209146/open-call-for-volunteering>. > Feel free to reach out to sigchi-4all(a)acm.org <mailto:sigchi-4all@acm.org> if you have any questions or suggestions! > > All the best, > > Luigi De Russis (Adjunct Chair for SIGCHI Community Support) > Naveena Karusala (Chair, Futuring SIGCHI Committee) > On behalf of the SIGCHI Executive Committee > > > > You can unsubscribe at any time through this link: > Unsubscribe <https://optout.acm.org/unsubscribe.cfm?rl=SIGCHI-MEMBERS&RE=LUIGI.DERUSSIS@…>

2 years, 11 months

1
0
0 0

HCSE 2022 - New submission deadline April 25 - 9th International Working Conference on Human-Centered Software Engineering - Call for Papers

by Stefan Sauer

***Submission deadline for Technical Full Papers and Late Breaking Results is extended until April 25, 2022!*** *** ** * **** Apologies for cross postings **** * *************************************************************************** HCSE 2022 9th International Working Conference on Human-Centered Software Engineering 24th to 26th of August, 2022, Eindhoven, The Netherlands http://www.hcse-conference.org *************************************************************************** CALL FOR PAPERS HCSE is a bi-annual, single-track, working conference organized by the IFIP Working Group 13.2 on Methodology for User-Centred System Design (http://ifip-tc13.org/working-groups/working-group-13-2/). We aim at bringing together researchers and practitioners interested in strengthening the scientific foundations of user interface design, examining the relationship between software engineering and human-computer interaction and on how to strengthen human-centered design as an essential part of software engineering processes. Other topics of interest include: * contributions to the theory and best practices of user-centered design * involvement of end-users, clients and stakeholders in the design and development process of interactive systems * innovative methods for identifying end-user requirements for interactive systems * integration of user experience (and any other user interface property) in development processes * methods for designing, building and assessing interactive systems beyond the desktop (e.g. the living room, ubiquitous and multi-display, cockpits, etc.) * models and model-based approaches for building interactive systems * methods and tools for low-code and no-code development paradigms * integration of multiple properties (e.g. usability, (cyber)security, reliability, user experience, privacy, accessibility, etc.) in software development and making them more accessible to developers and users * context-aware and adaptive interactive systems (e.g. in areas such as digital collaboration, digital and worker assistance) * design and integration of novel interaction techniques such as augmented, virtual, and mixed reality * support for new kinds of human-machine interaction (HMI) for increasingly autonomous systems and systems that use or provide artificial intelligence (e.g. autonomous driving or human-robot collaboration) * socio-technical aspects of interactive software development * artificial intelligence and machine learning to support the development of interactive systems * software architectures and architectural patterns for interactive systems * rational design, design patterns and traceability of design choices. HCSE 2022 welcomes contributions as technical full papers, late breaking results, demonstrations and posters. All papers are peer-reviewed and selected contributions will appear in the proceedings published by Springer in the LNCS series. In the present edition of HCSE 2022 we are particularly interested in studies focused on multi-stakeholder concepts and how to cope with multi-stakeholders taking into account not only micro perspective, but on the systemic change level. This research area is central to the host of the current edition of the conference, the Eindhoven University of Technology, Industrial Design, Systemic Change group. In addition, building on the activities carried out by the WG13.2 during the workshop held at the INTERACT 2021 IFIP TC-13 conference, special consideration will be given to issues related to “changing the context of use”, which has significant impact on how to design and develop with a user-centered perspective and how usage of these systems changed for example in the current pandemic situation. As in past editions, the focus of the working group is on user interface properties (such as usability, ux, privacy, trust, security, reliability, adaptability, among others) and how to design, develop and evaluate based on a user-centered development process. We are interested in understanding how different stakeholders and developers value diverse user interface properties and how they manage conflicts between them (when one property might degrade the value of another) on a systemic change level. Our aim is to cover a large set of user interface properties and try to reveal their inner dependencies. We are particularly interested in the development of theories, methods, tools and approaches for dealing with multiple properties that should be taken into account when developing interactive systems. HCSE welcomes the following types of contributions: * Technical full papers (up to 20 pages) should describe substantial research contributions of novel work that has produced advanced results including validation of results. * Late-breaking results (up to 12 pages) are short papers that present work in progress, new practice and experience reports containing good (and bad) practices and/or recent practical evaluations of methods, techniques and tools. * Demonstrations and posters (5–8 pages, plus poster design draft) should present ongoing work and/or late-breaking results related to the use of innovative tools and cutting-edge systems not described in other paper submissions. Demonstration papers should provide description of tools including user tasks and evidence of use to end-users. Demo submissions should summarize the system’s significance and its performance and should either include screenshots or link to an online-accessible resource. The poster design draft should show the planned design and content of the poster that will be presented at the conference. Industry contributions to demos and posters are particularly welcome and highly encouraged. SUBMISSIONS AND REVIEWING PROCESS All contributions should be submitted via the EasyChair system (https://easychair.org/my/conference?conf=hcse2022conference). All submissions will be peer-reviewed for their topical relevance, originality, technical contribution, and presentation quality by the members of the international program committee. Technical full papers and late-breaking results short papers will be reviewed double-blind, demonstrations and posters single-blind. Authors must prepare their submission files accordingly! For poster submissions, both paper and poster design draft will be assessed for review. It will be possible for the program committee to suggest accepting submissions in other than their original submission categories. PRESENTATIONS If we hold a physical conference, under the current circumstances, all accepted submissions will be presented at the conference in technical sessions. It will be possible for authors of accepted technical full papers and late-breaking results short papers to give tool demos as well without submitting additional demo papers. The conference will NOT enable hybrid participation. PROCEEDINGS Accepted contributions must be formatted according to the guidelines of the Lecture Notes in Computer Science (LNCS) series of Springer (http://www.springer.com/computer/lncs?SGWID=0-164-12-73062-0). Authors are requested to prepare submissions as close as possible to final camera-ready versions. IMPORTANT DATES Technical full papers, late breaking results * Submission: Friday, April 25th, 2022 (*NEW!*) * Notification to authors: Monday, May 16th, 2022 * Camera-ready due: Monday, June 13th, 2022 Demos, posters * Submission: Monday, May 30th, 2022 * Notification to authors: Monday, June 13th, 2022 * Camera-ready due: Monday, June 27th, 2022 CONFERENCE DATES: August 24th – 26th, 2022 ORGANIZERS General Conference Chairs: Regina Bernhaupt, Eindhoven University of Technology, The Netherlands Carmelo Ardito, Politecnico di Bari, Italy Stefan Sauer, Paderborn University, Germany *

2 years, 11 months

1
0
0 0

IxD&A Journal: Issue N. 51 is now available for free downloading

by Carlo Giovannella

/Apologize for unintended cross-mailing/ ----------------------------------------------------------------------------- *International Journal on Interaction Design & Architecture(s) - IxD&A - a SCOPUS and Web of Science - Emerging Sources (Thomson Reuters) indexed Journal - * ----------------------------------------------------------------------------- *Special issue N. 51 *on:* Speculative and Critical Design: approaches and influences in education** */guest editors: Ingi Helgason, Enrique Encinas, Ivica Mitrovic, Michael Smyth / is now available for free downloading https://doi.org/10.55612/s-5002-051 ------------------------------------------------------------------------------ /IxD&A implements the Gold Open Access road to its contents with no charge to the authors / If you wish to help us in improving the quality of the journal, please donate: https://www.paypal.com/cgi-bin/webscr?cmd=_s-xclick&hosted_button_id=5EUX7C… ------------------------------------------------------------------------------ *IxD&A Journal, issue N. 51 - ToC*/** **/ *Preface* /Ingi Helgason, Enrique Encinas, Ivica Mitrovic, Michael Smyth/ p. 5 - 7 (https://doi.org/10.55612/s-5002-051-001psi) /Alma Leora Culén and Nicholas Sebastian Stevens/ *Speculative and Critical Approach to Designing Technological Futures through HCI Education* pp. 8 - 31 /Joseph Lindley and David Philip Green/ *The Ultimate Measure of Success for Speculative Design is to Disappear Completely* pp. 32 - 51 /Inês Veiga/ *Transistórias: how a critical and speculative perspective contributes to rethink sustainability education in product design* pp. 52 - 80 /Jordi Tost, Paula L. Schuster, Frank Heidmann/ *Prototyping Inconvenience: A pedagogical experiment on designing for debate in design education* pp. 81 - 110 /Michael W. Beach and Tyler Fox/ *Value Sensitive Speculative Design: Exploring More-Than-Human Relations in the Age of Climate Catastrophe* pp. 111 - 131 /Eva Eriksson, Anne-Marie Hansen, Elisabet M. Nilsson/ *Envisioning Future Scenarios: Teaching and Assessing Values-based Design Approaches* pp. 132 - 151 /Natalia Pérez-Orrego, John Arango-Flórez, Claudia Fernandez-Silva, Juan David Mira-Duque/ *Be provoking. Schooling critical and speculative designers* pp. 152 - 171 /Lenneke Kuijer and Holly Robbins/ *Teaching alternative Paradigms through Critical Design* pp. 172 - 201 /Eva Durall Gazulla/ *Exploring Education Techno-Monitoring Futures: A Participatory Speculative Critical Design Case* pp. 202 - 218 /Sumita Sharma, Heidi Hartikainen, Leena Ventä-Olkkonen, Netta Iivari, Grace Eden, Essi Kinnunen, Jenni Holappa, Marianne Kinnula, Tonja Molin-Juustila, Jussi Okkonen, Sirkku Kotilainen, Ole Sejer Iversen, Rocío Fatás Arana/ *In Pursuit of Inclusive and Diverse Digital Futures: Exploring the Potential of Design Fiction in Education of Children* pp. 219 - 248 /Kay Kender and Peter Purgathofer/ *Insights for Educational Practice from a Thematic Analysis of Student Experiences with Speculative Design Mini-Projects about Personal Issues* pp. 249 - 269 /Laurens Boer and Tom Jenkins/ *Fostering Creative Confidence with SCD in Interaction Design Education* pp. 270 - 302 -----------------------------------------------------------------------------* *To keep updated join the IxD&A groups @: IxD&A Linkedin -> link <https://www.linkedin.com/groups/3785204/> IxD&A Facebook -> link <https://www.facebook.com/groups/528301461963022> Enjoy the videos of the "Meeting the Authors" events @: IxD&A Youtube channel -> link <https://www.youtube.com/channel/UC_F6Aa-zJERXS1H7IqbTtKA/videos> ----------------------------------------------------------------------------- IxD&A Privacy Policy <http://ixdea.uniroma2.it/inevent/events/idea2010/index.php?s=9&a=1> -----------------------------------------------------------------------------

2 years, 11 months

1
0
0 0

CfP: QUARE 2022: The 1st workshop on Measuring the Quality of Explanations in Recommender Systems, at SIGIR 2022

by Alessandro Piscopo

[apologies for double posting] QUARE 2022: The 1st workshop on Measuring the Quality of Explanations in Recommender Systems, co-located with SIGIR 2022 (https://sigir.org/sigir2022/), July 11-15, 2022, in Madrid, Spain and Online Workshop website: https://sites.google.com/view/quare-2022/home Location: Hybrid - Madrid, Spain and Online IMPORTANT DATES: ----------------------------- Paper submission: 3 May 2022 Author notification: 15 May 2022 Final version deadline: 15 June 2022 Workshop date: 15 July 2022 WORKSHOP ORGANISERS: ---------------------------------------- - Alessandro Piscopo (BBC, UK) <alessandro.piscopo(a)bbc.co.uk<mailto:alessandro.piscopo@bbc.co.uk>> - Oana Inel (University of Zurich, CH) <inel(a)ifi.uzh.ch<mailto:inel@ifi.uzh.ch>> - Sanne Vrijenhoek (University of Amsterdam, NL) <s.vrijenhoek(a)uva.nl<mailto:s.vrijenhoek@uva.nl>> - Martijn Millecamp (AE NV, BE) <martijn.millecamp(a)hotmail.com<mailto:martijn.millecamp@hotmail.com>> - Krisztian Balog (Google Research) <krisztianb(a)google.com<mailto:krisztianb@google.com>> CALL FOR PAPERS: ---------------------------- Recommendations are ubiquitous in many contexts and domains due to a continuously growing adoption of decision-support systems. Explanations may be provided along with recommendations with the reasoning behind suggesting a particular item. However, explanations may also significantly affect a user's decision-making process by serving a number of different goals, such as transparency, persuasiveness, scrutability, among others. While there is a growing body of research studying the effect of explanations, the relationship between their quality and their effect has not been investigated in depth yet. For instance, at an institutional level, organisational values may require a different combination of explanation goals; also, within the same organisation some combinations of goals may be more appropriate for some use cases and less for others. Conversely, end-users of a recommender system may be bearers of different values, and explanations can affect them differently. Therefore, understanding whether explanations are fit for their intended goals is key to subsequently implementing them in a production stage. Furthermore, the lack of established, actionable methodologies to evaluate explanations for recommendations, as well as evaluation datasets, hinders cross-comparison between different explainable recommendations approaches, and is one of the issues hampering widespread adoption of explanations in industry settings. This workshop aims to extend existing work in the field by bringing together and facilitating the exchange of perspectives and solutions from industry and academia, and aims to bridge the gap between academic design guidelines and the best practices in the industry regarding the implementation and evaluation of explanations in recommender systems, with respect to their goals, impact, potential biases, and informativeness. With this workshop, we provide a platform for discussion among scholars, practitioners, and other interested parties. TOPICS AND THEMES: -------------------------------- The motivation of the workshop is to promote discussion upon future research and practice directions of evaluating explainable recommendations, by bringing together academic and industry researchers and practitioners in the area. We focus in particular on real-world use cases, diverse organisational values and purposes, and different target users. We encourage submissions that study different explanation goals and combinations of those, how they fit various organisation values and different use cases. Furthermore, we welcome submissions that propose and make available for the community high-quality datasets and benchmarks. Topics include, but are not limited to: * Evaluation * Relevance of explanation goals for different use cases; * Soliciting user feedback on explanations; * Implicit vs. explicit evaluation of explanations and goals; * Reproducible and replicable evaluation methodologies; * Online vs. offline evaluations. * Personalisation * User-modelling for explanation generation; * Evaluation approaches for personalised explanations (e.g., content, style); * Evaluation approaches for context-aware explanations (e.g., place, time, alone/group setting, exploratory/transaction mode). * Presentation * Evaluation of different explanation modalities (e.g., text, graphics, audio, hybrid); * Evaluation of interactive explanations. * Datasets * Generation of datasets for evaluation of explanations; * Evaluation benchmarks. * Values * Evaluation of explanations in relation to organisational values; * Evaluation of explanations in relation to personal values. SUBMISSIONS: ---------------------- We welcome three types of submissions: * position or perspective papers (up to 4 pages in length, plus unlimited pages for references): original ideas, perspectives, research vision, and open challenges in the area of evaluation approaches for explainable recommender systems; * featured papers (title and abstract of the paper, plus the original paper): already published papers or papers summarizing existing publications in leading conferences and high-impact journals that are relevant for the topic of the workshop * demonstration papers (up to 2 pages in length, plus unlimited pages for references): original or already published prototypes and operational evaluation approaches in the area of explainable recommender systems. Page limits include diagrams and appendices. Submissions should be single-blind, written in English, and formatted according to the current ACM two-column conference format. Suitable LaTeX, Word, and Overleaf<https://www.overleaf.com/gallery/tagged/acm-official> templates are available from the ACM Website<https://www.acm.org/publications/proceedings-template> (use “sigconf” proceedings template for LaTeX and the Interim Template for Word). Submit papers electronically via EasyChair: https://easychair.org/my/conference?conf=quare22. All submissions will be peer-reviewed by the program committee and accepted papers will be published on the website of our workshop: https://sites.google.com/view/quare-2022/home. At least one author of each accepted paper is required to register for the workshop and present the work. ________________________________ Dr Alessandro Piscopo Principal Data Scientist [Shape Description automatically generated] [signature_154124144]

2 years, 11 months

1
0
0 0

EXTENDED DEADLINE: PATCH@UMAP 2022 - Workshop on Personalized Access to Cultural Heritage

by Noemi Mauro

*** Apologies for cross-postings *** *PATCH Workshop @UMAP 2022 - Final Call For Papers - **** EXTENDED DEADLINE APRIL, 22 **** ---------------------------------------------------------------------- The 13th International Workshop on Personalized Access to Cultural Heritage (PATCH 2022) - Towards Hybrid CH Experience co-located with ACM UMAP 2022 - Online and Barcelona, Spain. https://patch2022.di.unito.it/ Abstract and Topics Following the successful series of PATCH workshops, PATCH 2022 will be again the meeting point between state of the art cultural heritage (CH) research and personalization research. For those using any kind of technology, while focusing on ubiquitous and adaptive scenarios, to enhance the personal experience in CH sites. The workshop is aimed at bringing together researchers and practitioners who are working on various aspects of CH and are interested in exploring the potential of state of the art of mobile and personalized technology (onsite as well as online) to enhance the CH visit experience. The expected result of the workshop is a multidisciplinary research agenda that will inform future research directions and hopefully, forge some research collaborations. Topics of interest include, but are not limited to: - Adaptive navigation and personalized browsing in digital and physical cultural heritage collections and in CH sites - Ambient Cultural Heritage - Personalization for group of visitors to CH sites - Personalization for collective CH information authoring and management - Creativity and collaboration support in CH - Personalized mobile museum guides & personal museum assistants - Recommendation strategies for CH - Adaptation strategies for text and non-verbal content in CH - NLG techniques and conversational agents for CH - (User Interaction with) Integration of virtual and physical collections - Analysis of behavior patterns to improve CH recommendation - Personalization across the whole of a person's digital ecosystem (including CH) - Long term personalization in CH - IoT and Cultural Heritage - Human-Robots adaptation in museums - 3D, Virtual and Augmented Reality for Cultural Heritage - Context-aware information presentation in CH - Interactive user interfaces for CH applications - Gestural interfaces for Cultural Heritage applications - Use of personality for guiding Cultural Heritage Experiences - Participatory CH including multiple viewpoints and perspectives - Community mapping for CH information sharing - Multiple viewpoints and perspectives for CH - Remote access to CH - Personalized support to the exploration of Cultural and Natural Heritage Motivation Cultural heritage (CH) has traditionally been a privileged area for personalization research, as highlighted by the many H2020 calls on this topic. Visitors come to cultural heritage sites willing to experience and learn new things, usually without a clear idea of what to expect. CH sites are typically rich in objects and information; much more than the visitor can absorb during the limited time of a visit. As discussed by Falk (2009), visitors to CH sites differ and their visit experience involves a combination of the physical, the personal, and the socio-cultural context and identity-related aspects. Hence, they may benefit from individualized support that takes into account contextual and personal attributes. However, personalization brings two main challenges: - Firstly, can we support CH exploration for first-time and anonymous visitors, taking into account that many people access cultural sites only once, or they interact with digital services anonymously? - Secondly, when it is possible to track users along time, can we provide an engaging experience for the ‘digital’, ‘mobile’ and ‘traditional’ CH visitors before, during and after a visit by exploiting information from previous interactions on CH sites and elsewhere on the ubiquitous Web? Further, an interesting problem to explore is whether this kind of support can be a basis for maintaining a lifelong chain of personalized CH experiences. This is true, not only in “traditional” CH sites, but also in urban environments, which reflect the varied history of mankind and offer places and objects representing shared values for the population, to be preserved and valued. Submissions Full papers: up to 14 pages excluding references; Short papers/Position papers/Demo papers: up to 7 pages excluding references. Papers that exceed the page limits or formatting guidelines will be returned without review. Submissions should be single-blinded, i.e. authors names should be included in the submissions. Papers must be formatted according to the new workflow for ACM publications. The templates and instructions are available here: https://patch2022.di.unito.it/submission.html . All papers should be submitted in PDF format via the online submission system by selecting the track "workshop PATCH": https://easychair.org/conferences/?conf=umap22 . An international panel of experts will review all submissions. Work that has already been published should not be submitted unless it introduces a significant addition to the previously published work. There will be a conference adjunct proceedings published by ACM where all the workshop papers will be published. Important dates: April 22, 2022: EXTENDED Submission deadline (23:59 PM Hawaiian time) April 15, 2022: Submission deadline (23:59 PM Hawaiian time) May 11, 2022: Notification deadline (23:59 PM Hawaiian time) May 18, 2022: Camera-Ready deadline (23:59 PM Hawaiian time) Workshop organizers Tsvi (Tsvika) Kuflik, The University of Haifa, Israel, tsvikak(a)is.haifa.ac.il Noemi Mauro, University of Torino, Italy, noemi.mauro(a)unito.it George E. Raptis, Human Opsis, Greece, raptisg(a)upnet.gr Alan Wecker, The University of Haifa, Israel, ajwecker(a)gmail.com

2 years, 11 months

1
0
0 0

CHITALY 2023 - CALL FOR BIDS - Scadenza: 9 Maggio

by Maristella Matera

CHITALY 2023 - CALL FOR BIDS *** Scadenza per l'invio delle proposte: 9 Maggio 2022 *** ____________________________________________ Carissimi, a nome dello Steering Committee della conferenza CHItaly, comunico che accogliamo ora le proposte per l'organizzazione della prossima edizione della conferenza. CHItaly è la conferenza di ACM SIGCHI Italy, il capitolo italiano del gruppo speciale di interesse su HCI dell'ACM. Si svolge ogni due anni e accoglie contributi da membri e non membri della nostra comunità, dall'Italia e dall'estero. La lingua ufficiale della conferenza è l'Inglese. Gli atti della conferenza sono pubblicati nella Digital Library dell'ACM. L'ultima edizione del 2021 si è svolta a Bolzano (https://chitaly2021.inf.unibz.it/). Se siete interessati a organizzare la prossima edizione del 2023, inviate la vostra proposta rispondendo a questo messaggio entro e non oltre il 9 Maggio. Trovate in allegato una guida alla preparazione della proposta, con indicazioni sulle informazioni più rilevanti che guideranno il processo di selezione. Non esitate a contattarci in caso abbiate bisogno di ulteriori informazioni. Cari saluti, Maristella Matera (per lo Steering Committee di CHItaly)

2 years, 11 months

1
0
0 0

3rd International Workshop on Empowering People in Dealing with Internet of Things Ecosystems (EMPATHY) - Final Call for Contributions

by Andrea Mattioli

*Apologies for cross-posting* *Final call for papers* *Submission deadline extended to April 16th* EMPATHY: Empowering People in Dealing with Internet of Things Ecosystems - 3rd Edition https://empathy-ws.github.io/2022/ June 6th, 2022 Rome, Italy Workshop co-located with AVI 2022 OVERVIEW In the last decade, the spreading of low-cost technologies integrating sensors and actuators has favored the development of the so-called smart objects. This trend has been further fostered by the Internet of Things (IoT), which connects the physical world with Internet via ubiquitous sensors and actuators. The opportunities offered by the IoT are amplified by the use of new approaches that, based on novel interaction paradigms, involve directly non-technical users in configuring the joint behavior of their smart objects, among them and with online services. Existing solutions to define the behavior of such “IoT ecosystems” range from systems that leave the users complete control for establishing the joint behavior of smart objects, to solutions that automatically define smart objects behavior exploiting intelligent techniques. In this continuum, different technologies, frameworks, and approaches present different levels of user control and automation. In this perspective it is also important to consider the emerging role played by social and humanoid robots, which are integrated sets of sensors and actuators with human-like behaviours. DATES April 16th: Paper submission deadline (extended) April 22th: Paper acceptance notice April 29th: Camera-ready submission June 6th: Workshop SUGGESTED TOPICS FOR CONTRIBUTIONS This workshop aims to serve as a venue for discussing ongoing research and sharing ideas for researchers and practitioners working on solutions to personalize the behavior of IoT ecosystems. We aim to encourage participation in order to have stimulating discussion from various perspectives. Topics include, but are not limited, to: - End-User Development (EUD) for IoT; - Interaction Paradigms for IoT; - Usability of IoT Systems; - Interface Design for IoT; - Intelligent Interface for IoT Systems; - Accessibility for IoT Systems; - Virtual and Augmented Reality for EUD in IoT settings; - Conversational User Interfaces for EUD; - Usable Privacy and Security in IoT systems; - Personalisation and Recommendations for IoT; - IoT for Cultural Heritage; - Personalization of humanoid robots; - Ubiquitous computing and mobile human-computer interaction; - Human-centered artificial intelligence in IoT contexts; - Industry case studies. PARTICIPATION This will be a one-day workshop, oriented towards discussions, hands-on sessions, and presentations. We invite submissions of two types: short papers (3-4 pages) and position papers (1-2 pages). Participants are asked to submit their paper describing their recent or future work in one of the areas indicated in the topics of interest. All submissions must be in the new ACM master article template (https://chi2022.acm.org/for-authors/). Papers should be submitted in PDF to Easychair (https://easychair.org/conferences/?conf=empathy2022). All papers will be reviewed by the organizers and by the program committee based on relevance and significance in order to provide constructive comments to the submitters. Reviewing will be double blind (i.e. the submissions must be anonymized). If accepted, at least one of the authors must register and attend the workshop. Final versions of the accepted papers will be published in the CEUR Workshop Proceedings, which is indexed by Scopus. ORGANIZERS - Fabrizio Balducci, University of Bari “Aldo Moro” - Bernardo Breve, University of Salerno - Federica Cena, University of Torino - Andrea Mattioli, CNR-ISTI - Mehdi Rizvi, Politecnico of Milano For more information, check our website at https://empathy-ws.github.io/2022/ or contact us at empathy2022(a)easychair.org

2 years, 12 months

1
0
0 0

ACM UMAP 2022: Second Call for Late-breaking Results and Demos

by Helma Torkamaan

* --- Please forward to anyone who might be interested --- --- Apologies for cross-posting --- ----------------------------------------------------------------- # ** Second Call for LBR and Demos: 30th ACM Conference on User Modeling, Adaptation and Personalization (UMAP ’22)** http://www.um.org/umap2022/ (*) Due to the ongoing COVID-19 pandemic, we are planning for a hybrid conference and will accommodate online presentations where needed. ----------------------------------------------------------------- **Important Dates** ============================ *- Submission of demos and LBR papers: April 22, 2022 (Updated)* - Notification of acceptance: May 10, 2022 - Camera-ready versions of accepted papers: May 18, 2022 - Conference: July 4-7, 2022 **Note: The submissions times are 11:59 pm AoE time (Anywhere on Earth)** -------------------------------------------------------- ACM UMAP – User Modeling, Adaptation and Personalization – is the premier international conference for researchers and practitioners working on systems that adapt to individual users or to groups of users, and that collect, represent, and model user information. ACM UMAP is sponsored by ACM SIGCHI and SIGWEB, and organized with User Modeling Inc. as the core Steering Committee, extended with past years' chairs. The proceedings are published by the ACM and will be part of the ACM Digital Library. ACM UMAP 2022 invites Demonstrations and Late-Breaking Results (LBR) papers of innovative UMAP-based systems (including research prototypes). You are encouraged to submit your Demo or LBR by April 22, 2022. -------------------------------------------------------- **Submission formats** ============================ For more details, see below! ** # Demonstrations - Max. 5 pages + max. 1 additional page for references - (Required) unpublished page describing how they would present the demo virtually and/or in person - (Optional) video or external material demonstrating the system - Publication in ACM UMAP 2022 Adjunct Proceedings - Presentation as a (potentially virtual) demo + poster at the conference ** # Late-Breaking Results - Max. 7 pages + max. 2 additional pages for references - (NEW: required) unpublished page with a list of questions the authors aim to get feedback on - Publication in ACM UMAP 2022 Adjunct Proceedings - Presentation as a (potentially virtual) poster at the conference **Submission via**: https://easychair.org/conferences/?conf=umap22 **Demonstrations** ============================ Demonstrations 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. Demonstrations are an excellent and exciting way to showcase implementations and to get valuable feedback from the community. 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. 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). Descriptions of demonstrations should have a length of max. 3 pages + 1 page of references in the new ACM single-column style. On an extra page (not to be published), submissions should include a specification of the technical requirements for demonstrating the system at UMAP 2022. Given uncertainties surrounding the COVID-19 pandemic, this extra page should also describe if/how the demo can be presented in a virtual setting (e.g. with a video or a live link to the system). **Late-Breaking Results** ============================ Late-Breaking Results (LBR) 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 User Modeling, Adaptation and Personalization. In addition, papers introducing recently started research projects or summarizing project results are welcome as well. We encourage researchers and practitioners to submit a 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. Late-Breaking Results papers have a length of up to 7 pages + 2 pages of references in the new ACM single-column style and will be presented to the conference as (in-person and virtual) posters. On an extra page (not to be published), submissions should include a list of questions that the authors aim to get feedback on during the poster session at UMAP 2022. -------------------------------------------------------- **Submission and Review Process** ============================ Papers will be reviewed single-blind and do not need to be anonymized before submission. Papers (demo and LBR) must be formatted according to the new workflow for ACM publications. The templates and instructions are available here: https://www.acm.org/publications/taps/word-template-workflow. Authors should submit their papers as single-column. The templates are available here (we strongly recommend the usage of LaTeX for the camera-ready papers to minimize the extent of reformatting): - LaTeX (use \documentclass[manuscript,review,anonymous]{acmart} in the sample-authordraft.tex file for single-column): https://www.acm.org/binaries/content/assets/publications/consolidated-tex-t… - Overleaf (use \documentclass[manuscript,review,anonymous]{acmart} for single-column): https://www.overleaf.com/latex/templates/acm-conference-proceedings-master-… - MS Word: https://www.acm.org/binaries/content/assets/publications/taps/acm_submissio… Note: Accepted papers will require a further revision to meet the requirements and page limits of the camera-ready format required by ACM. Instructions for the preparation of the camera-ready versions of the papers will be provided after acceptance. The ACM Code of Ethics 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. Submit your papers in PDF format via EasyChair for ACM UMAP 2022 Demos and Late-Breaking Results at https://easychair.org/conferences/?conf=umap22 (choose *New Submission*and make sure to select *UMAP 2022 Demo and LBR*track). The review process will be single-blind, i.e. authors' names should be included in the papers. 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. -------------------------------------------------------- **Publication and Presentation** ============================ Accepted Demo and Late-Breaking Results papers will be published in the ACM UMAP 2022 Adjunct Proceedings in the ACM Digital Library. Papers will be accessible from the UMAP '22 website through ACM OpenToc Service for one year after publication in the ACM Digital Library. All categories will be presented at the poster reception of the conference, 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. Due to the uncertainties regarding the COVID-19 pandemic, the poster session may be partially or fully virtual. **To be included in the Proceedings, at least one author of each accepted paper must register for the conference and present the paper there.** -------------------------------------------------------- **Late-Breaking Results and Demo Chairs** ============================ - Cataldo Musto, University of Bari, Italy - Veronika Bogina, University of Haifa, Israel - Contact: umap2022-lpd(a)um.org -------------------------------------------------------- **Follow UMAP 2022 on Social Media** ============================ - Twitter: @UMAPconf #umap2022 (https://twitter.com/UMAPconf) - Facebook: https://www.facebook.com/acmumap *

2 years, 12 months

1
0
0 0

MIS4TEL 2022: 5th Call for Paper / 13-15 July 2022 / L'Aquila (Italy)

by MIS4TEL 2022 - INTERNATIONAL CONFERENCE

--- Kindly forward it to anyone who might be interested --- --- Apologies for cross-posting --- ====================================================================== Call for Papers We are glad to invite you to submit a manuscript to MIS4TEL2022, the 12th International Conference on Methodologies and Intelligent Systems for Technology Enhanced Learning. The conference proceedings are published by Springer and indexed in Scopus, INSPEC, DBLP, WTI Frankfurt eG, zbMATH, SCImago. MIS4TEL 2022 will be held in L'Aquila (Italy) on 13th-15th July, 2022, in parallel with the PAAMS'22 International Conference. Due to the ongoing COVID-19 pandemic, the conference will be hybrid, meaning that we will also organize remote participation/presentation for whoever cannot travel to L'Aquila. Official Website:https://www.mis4tel-conference.net/ Submission info:https://www.mis4tel-conference.net/submission Contact us:info@mis4tel-conference.net Facebook:https://www.facebook.com/MIS4TEL22/ LinkedIn:https://www.linkedin.com/company/mis4tel22/ Twitter:https://twitter.com/MIS4TEL22 ====================================================================== Important dates: - Submission deadline: 22nd April, 2022 - Notification of acceptance: 30th May, 2022 - Camera-Ready papers due: 17th June, 2022 - Conference celebration: 13th-15th July, 2022 ====================================================================== MIS4TEL 2022 -- 12th International Conference on Methodologies and Intelligent Systems for Technology Enhanced Learning >>> SCOPE Education is the cornerstone of any society and it serves as one of the foundations for many of its social values and characteristics. State-of-the-art and novel methodologies and technologies allow researchers, designers, and domain experts to pursue Technology Enhanced Learning (TEL) solutions targeting not only cognitive processes but also motivational, personality, or emotional factors. Nowadays, we can identify two main legs, providing necessary and complementary strengths to a TEL-oriented design process: appropriate technologies should be applied, and appropriate methods should guide the design of such application. Technologies in TEL are capable of delivering smart, personalized, tailored, and motivating learning solutions. Methods are coming from different fields, such as education, psychology, medicine, computer science, and from diverse communities, where collaboration and co-working are used, such as maker communities and participatory design communities. In addition, Learning Analytics can help manage available (big) data and augment learning opportunities for learners and educators alike, for instance by supporting self-regulated learning or adaptation of the learning material. As to these topics, the annual appointment of MIS4TEL established itself as a consolidated fertile forum where scholars and professionals from the international community, with a broad range of expertise in the TEL field, share results and compare experiences. The 12th edition of the conference calls for novel research in TEL and expands the topics of the previous editions, highlighting the role of the most recent methods and technological opportunities. As in the tradition of MIS4TEL, this edition aims at offering the different perspectives, and complementary voices, coming from the multidisciplinary field of TEL. >>> TOPICS Topics of interest include (but are not limited to) the following: # Technologies and technology-based solutions for TEL # - AI technologies and tools for TEL - Agent-based and multi-agent TEL systems - Knowledge representation, reasoning, and management systems for TEL - Natural language systems for TEL - Recommendation, personalization, and adaptation in TEL systems - Social networks for TEL - Massive Open Online Courses (MOOC) for TEL - Internet of things (IoT) solutions for TEL - Smart solutions or environments for TEL - Wearable technologies for TEL - Robotics for TEL - Virtual reality environments for TEL - Games for TEL or gamified TEL - Sharing and interoperability between TEL environments - Making and fabrication for TEL # Methodologies and experiences for TEL # - Methodologies for personalization, user modeling, and adaptation in TEL- Methodologies for recommendation systems and user modeling in TEL - Methodologies for fostering motivation and engagement in TEL - Methodologies for the design of accessible and usable TEL systems - Methodologies for including different voices in the design process of TEL - Methodologies for informal learning for TEL - Methodologies for fostering TEL in small, medium, and large companies - Methodologies, tools, and frameworks supporting experiments in TEL - Methodologies or approaches from game design and gamification for TEL - Novel experiences and studies (e.g., case studies, ethnographic studies, field studies, experimentations) with methodologies for TEL # Learning analytics for TEL # - Big data and data visualization in TEL - Learning analytics for curriculum design - Learning analytics for personalizing the learner experience - Learning analytics for predicting behavior - Learning analytics for designing learning interventions - Learning analytics for stakeholders >>> SUBMISSIONS # Submitting papers # MIS4TEL papers must be formatted according to the Springer LNNS Template, with a maximum length of 10 pages, including figures and references. For further details, please see: https://www.mis4tel-conference.net/submission # Review process # MIS4TEL welcomes the submission of papers with preference to the topics listed in the call for papers. All submitted papers will undergo a thorough review process. Each contribution will be refereed by three experts in the field using the following set of criteria; relevance, originality, significance, quality, and clarity. The papers must consist of original, relevant, and previously unpublished sound research efforts related to any of the topics of the conference. # Publication # Accepted papers will be included in the MIS4TEL Proceedings published by LNNS series of Springer Verlag (http://www.springer.com/series/15179). At least one of the authors will be required to register for MIS4TEL and to attend the Conference in order to present their paper and to have it included in the conference proceedings. ** Indexing: The books of this series are submitted to SCOPUS, INSPEC, DBLP, WTI Frankfurt eG, zbMATH, SCImago.** ====================================================================== MIS4TEL 2022 ORGANIZING COMMITTEE # General Chair # - Marco Temperini - Sapienza University of Rome (Italy) # Technical Program Co-Chairs # - Ivana Marenzi - L3S Research Center, Leibniz Universität Hannover (Germany) - Vittorio Scarano - University of Salerno (Italy) # Paper Co-Chairs # - Milos Kravcik - German Research Center for Artificial Intelligence (Germany) - Rosa Lanzilotti - University of Bari (Italy) - Elvira Popescu - University of Craiova (Romania) # Workshop Co-Chairs # - Zuzana Kubincova - Comenius University of Bratislava (Slovakia) - Alessandra Melonio - Ca’ Foscari University of Venice (Italy) # Publicity Co-Chairs # - Agnese Addone - University of Salerno (Italy) - Federica Caruso - University of L'Aquila (Italy) - Dalila Durães - University of Minho, Braga (Portugal) - John Jairo Páez Rodríguez - University Francisco José de Caldas of Bogotà (Colombia) # Steering Committee Representatives # - Fernando De La Prieta University of Salamanca (Spain) - Rosella Gennari - Free University of Bozen-Bolzano (Italy) # Local Organizers Co-Chairs # - Tania Di Mascio - University of L'Aquila (Italy) - Pierpaolo Vittorini - University of L'Aquila (Italy) ====================================================================== More information can also be found on the MIS4TEL22 website and social media: Official Website:https://www.mis4tel-conference.net/ Submission info:https://www.mis4tel-conference.net/submission Contact us:info@mis4tel-conference.net Facebook:https://www.facebook.com/MIS4TEL22/ LinkedIn:https://www.linkedin.com/company/mis4tel22/ Twitter:https://twitter.com/MIS4TEL22 ======================================================================

2 years, 12 months

1
0
0 0

2025

2024

2023

2022

2021

2020

Hcitaly April 2022