Connectionists: 2nd CfP: The 6th Workshop on Health Recommender Systems co-located with ACM RecSys 2024

Sun Jun 30 15:22:15 EDT 2024

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                  CALL FOR PAPERS
  International Workshop on Health Recommender Systems,
          *Deadline  August 30th, 2024 *
            to be held in Bari, Italy,
co-located with ACM RecSys 2024 (https://recsys.acm.org/)
        Website: https://healthrecsys.github.io/
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Important Dates:
================

** August 30th, 2024, Paper submission deadline
** September 13th, 2024, Author notification
** September 20th, 2024, Camera-ready version deadline
** October tba, 2024, HRS Workshop
** 14nd-18th October 2024 RecSys conference

Workshop Organizers:
====================
Hanna Hauptmann (University of Utrecht, Netherlands)
Christoph Trattner (University of Bergen, Norway)
Helma Torkamaan (Delft University of Technology, Netherlands)

Objectives & Topics:
====================
Background: The HealthRecSys workshop discussions over the years have
spanned a broad spectrum of topics, reflecting the multifaceted nature of
health recommender systems and the diverse applications and challenges of
recommender systems in the health domain. Previous workshops encouraged
discussions of the potential of recommender systems in the health domain,
various new applications, associated challenges, and practical solutions
for existing systems or scenarios. These discussions have not only
introduced new challenges to the recommender system community but have also
underscored the critical role of human oversight in ensuring the
reliability and safety of health recommendations. The diversity of
application domains discussed, from mental health to nutrition, and the
variety of stakeholders involved, from patients to healthcare providers,
underscore the complexity and importance of this research area.

Goals: Our aim with the 6th HealthRecSys is to reignite these conversations
and provide a forward-thinking platform that revisits the foundational
elements that have contributed to the field's growth. However, the workshop
aspires to do more by infusing new perspectives and tackling the most
pressing global challenges and technological innovations head-on. The
workshop will explore contemporary themes such as the impact of global
health crises on recommender systems, the integration of Large Language
Models and other generative AI models in health applications, the
increasing emphasis on personalized and self-managed care, and the
increasing focus on health equity leading to consideration of literacy,
accessibility and monetary means when building health recommender systems.
These topics not only reflect the current state of the world but also align
with the broader shifts towards ethical AI, and the need for systems that
can adapt to and address individual health and care needs. Furthermore,
HealthRecSys is dedicated to strengthening the network of researchers
working on health recommender systems, drawing participants from an array
of health and care domains. This effort is aimed at cultivating a
cross-disciplinary community that promotes collaboration among recommender
systems specialists, healthcare professionals, ethicists, and policymakers,
among others. To enhance cross-sector collaboration, the 6th HealthRecSys
workshop will encourage joint projects and funding prospects, in addition
to promoting the sharing of resources, datasets, and tools among scholars
and industry practitioners.

The workshop is calling for submissions on a wide array of topics within
health recommender systems. This includes systems aimed at health
promotion, preventive, curative care, and recommender systems that are
health-aware. The scope of topics for the workshop is extensive, covering
various aspects within the domain of health recommender systems and
health-aware recommender systems, which include, but are not limited to:

** Accessibility, Usability, and Augmented Decision-Making
** Adherence and Patient (User) Compliance
** Algorithms and Recommendation Strategies
** Behavioral Interventions
** Case studies of Health Recommender Systems, Success and Failures and
Lesson learned
** Domain Knowledge Representation
** Electronic Health Records Integration
** Empowerment and Autonomy
** Ethics
** Evaluation and Metrics
** Equity
** Explanations and Justifications in Health Recommendations
** From Participatory Design and Co-Creation to HealthRecSys
** Gamification and Serious Games
** Generative AI
** Health-Aware Recommender Systems
** Health and Care Workers and Interactive Intelligent Systems
** Human/Expert-in-the-Loop
** Human-RecSys Collaboration for Personalized Health
** Interfaces, Visual, Context-aware, Conversational, Mobile
** In-the-Wild Personalization
** Longitudinal Studies
** LLM-based recommendations in Health
** Medical Evaluation Techniques
** Mobile Health Recommender Systems
** Multi-objective Challenges
** Multi-stakeholder Challenges
** Patient Needs/Satisfaction
** Personalization
** Persuasion/Nudging/Behavioral Change
** Pervasive Systems
** Privacy and Security
** Research Methods and tools
** Recommendations VS. Not Clinical Decision Supports
** Regulations and Standards
** Self-Care
** Trust and Transparency
** User Interaction Design
** User Profiling and Adaptive Systems
** Value-Driven Design of Health Recommender Systems
** Wearables for Recommender Systems

Submissions:
============
We solicit short research papers (4-6 pages) and short position papers (2
pages + references), both in the ACM conference paper style-double-column
format. Participants can decide between a research-focused submission and a
project-focused submission.

Submission category research: innovative research ideas, preliminary
findings, or system prototypes that contribute new knowledge to the field

Submission category project: presentations on funded research initiatives,
collaborations between industry and academia, or partnerships between
healthcare entities and research institutions.

Submission guidelines:
======================

All submitted papers must:

** be written in English;
** contain author names, affiliations, and email addresses;
** be formatted according to the ACM SIG Proceedings Template
-double-column format, with a font size no smaller than 9pt;
** be in PDF (make sure that the PDF can be viewed on any platform), and
formatted for US Letter size;

Submissions are encouraged to include links or demos as attachments to
enhance their presentation. All submissions will undergo a rigorous
peer-review process to ensure quality and originality. It is imperative
that submitted works are not concurrently under review at any other
conference, workshop, or journal and contain original, unpublished
contributions. Accepted papers will be published according to the ACM
RECSYS 2024 WS publication rules, with prior proceedings having been
published in CEUR workshop proceedings.

A Few Remarks
=============
**  The title of the paper, authors, and the author order cannot be changed
after the acceptance
** Major changes to the text of the reviewed and accepted papers are not
permitted after the review
** At least one of the authors should participate in the workshop, register
in the RecSys conference, and personally present the paper in the workshop.

Location:
=========
RecSys 2024 will be hosted in Bari, Italy, from 14–18 October 2024.
Please visit the RecSys 2024 website for more
information about this location: https://recsys.acm.org/recsys24/location/

Contact:
========
If you have questions regarding the workshop, do not hesitate to contact
the workshop chairs: healthrecsys at gmail.com
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