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AIEDAM Data-Enabled Design 2021 : AIEDAM Thematic Collection: Perspectives on Data-Enabled Design - Design meets Data Science


When N/A
Where N/A
Submission Deadline Apr 30, 2021
Notification Due Jun 20, 2021
Final Version Due Sep 15, 2021
Categories    design   data   AI

Call For Papers

AIEDAM Thematic Collection: Perspectives on Data-Enabled Design - Design meets Data Science

Today’s societal challenges in fields such as healthcare, mobility or sustainability are complex since they involve high contextual interdependence, scalability and a large number of stakeholders with dynamic objectives and requirements. Designers are well-known complex problem solvers. However, traditional design methods do not allow for creating the necessary systemic understanding of the behaviors of different people and how these behaviors could be or will be changed through design interventions. Moreover, designers lack ways to measure existing trends and the longitudinal impact of their design intervention.

The recent shift in society towards a prevalent adoption of Artificial Intelligence (AI), seems to provide opportunities for designers to develop new design methods that support them in getting a systemic understanding of and longitudinal view on the system they design for. This is because the AI-based systems generate data that could (continuously) be incorporated into the design process. The umbrella term for emerging design methods that rely on data, generated by the AI solution, is data-enabled design.

In this thematic collection, we are interested in the recent developments in data-enabled design. We welcome papers that are conceptual, theoretical, or empirical. Conceptual papers might reflect on emerging topics. Papers that are theory-driven could explore one perspective or create an in-depth comparison between different theories and their application to designing systems with data. Empirical papers perhaps report on field studies, experiments, or research-through- design studies on applying and developing data-enabled design methods.

Together, the papers are intended to show an overview of the emerging field of data-enabled design. Whatever the type of contribution offered, we wish the authors to refer to basic tenets of the theoretical perspective employed and make its applicability and usefulness for design practice and research explicit.

We welcome papers that relate to, but are not limited to the following topics:

* Role of designers with data and AI
* Design in a data-driven society
* Responsibility and values in designing with data
* Literacy of data-enabled design
* Co-analysis with data subjects, crowd-sourcing or AI
* Co-creation with data
* Data as a new design material
* Data as creative material
* Never-ending data-enabled design process
* Tools for data-enabled design
* Prototyping with data and AI
* Data analytics and design (processes)
* Qualitative and quantitative data orchestration
* Evidence-based design at scale
* Etc.

Important dates

* Intend to submit (Title & Abstract) ASAP
* Submission deadline for full papers April 30th 2021
* Notification & reviews due to authors June 20th 2021
* Revised version submission deadline July 20th 2021
* Second round of reviews due August 31st 2021
* Final version due September 15th 2021
* Issue Appears Winter 2021 (First issue of 2022 - 36.1)

Related Resources

ICAART 2022   14th International Conference on Agents and Artificial Intelligence
ICDEPI-SCOPUS 2022   5th International Conference on Design Engineering and Product Innovation (ICDEPI 2022)
SCI/EI Journal--AIEDAM 2021   Thematic Collection on Industrial intelligent technologies for human-robot interaction and collaboration
IJCAI 2022   31st International Joint Conference on Artificial Intelligence
AI in HCI 2021   International Journal of Human-Computer Interaction - Special Issue on AI in HCI
MLDM 2022   18th International Conference on Machine Learning and Data Mining
ICADCML 2022   3rd International Conference on Advances in Distributed Computing and Machine Learning - 2022
ICDM 2022   22th Industrial Conference on Data Mining
ISDEA--Ei Compendex, Scopus 2022   2022 International Conference on Intelligent Systems Design and Engineering Applications (ISDEA 2022)--Scopus, Ei Compendex