Searched for: subject%3A%22Design%255C%2Bpatterns%22
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van Zoelen, E.M. (author), van den Bosch, K. (author), Abbink, D. (author), Neerincx, M.A. (author)
When humans and AI-agents collaborate, they need to continuously learn about each other and the task. We propose a Team Design Pattern that utilizes adaptivity in the behavior of human and agent team partners, causing new Collaboration Patterns to emerge. Human-AI Co-Learning takes place when partners can formalize recognized patterns of...
conference paper 2023
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Schoonderwoerd, T.A.J. (author), van Zoelen, E.M. (author), van den Bosch, K. (author), Neerincx, M.A. (author)
The rapid advancement of technology empowered by artificial intelligence is believed to intensify the collaboration between humans and AI as team partners. Successful collaboration requires partners to learn about each other and about the task. This human-AI co-learning can be achieved by presenting situations that enable partners to share...
article 2022
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Schadd, M.P.D. (author), Schoonderwoerd, T.A.J. (author), van den Bosch, K. (author), Visker, O.H. (author), Haije, T. (author), Veltman, K.H.J. (author)
The rapid progress in artificial intelligence enables technology to more and more become a partner of humans in a team, rather than being a tool. Even more than in human teams, partners of human–agent teams have different strengths and weaknesses, and they must acknowledge and utilize their respective capabilities. Coordinated team collaboration...
article 2022
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Schoonderwoerd, T.A.J. (author), Jorritsma, W. (author), Neerincx, M.A. (author), van den Bosch, K. (author)
Much of the research on eXplainable Artificial Intelligence (XAI) has centered on providing transparency of machine learning models. More recently, the focus on human-centered approaches to XAI has increased. Yet, there is a lack of practical methods and examples on the integration of human factors into the development processes of AI-generated...
article 2021
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van Stijn, J.J. (author), Neerincx, M.A. (author), van Teije, A. (author), Vethman, S. (author)
Increasing automation in the healthcare sector calls for a Hybrid Intelligence (HI) approach to closely study and design the collaboration of humans and autonomous machines. Ensuring that medical HI systems' decision-making is ethical is key. The use of Team Design Patterns (TDPs) can advance this goal by describing successful and reusable...
conference paper 2021
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van der Waa, J. (author), Verdult, S. (author), van den Bosch, K. (author), van Diggelen, J. (author), Haije, T. (author), van der Stigchel, B. (author), Cocu, I. (author)
With the progress of Artificial Intelligence, intelligent agents are increasingly being deployed in tasks for which ethical guidelines and moral values apply. As artificial agents do not have a legal position, humans should be held accountable if actions do not comply, implying humans need to exercise control. This is often labeled as Meaningful...
article 2021
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van Bekkum, M.A. (author), de Boer, M.H.T. (author), van Harmelen, F. (author), Meyer-Vitali, A. (author), ten Teije, A. (author)
The unification of statistical (data-driven) and symbolic (knowledge-driven) methods is widely recognized as one of the key challenges of modern AI. Recent years have seen a large number of publications on such hybrid neuro-symbolic AI systems. That rapidly growing literature is highly diverse, mostly empirical, and is lacking a unifying view of...
article 2021
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Tajaddini, M. (author), Brinkman, W.P. (author), ten Teije, A. (author), Neerincx, M. (author)
The field of Hybrid Intelligence (HI) is like a vast land with many tribes that speak different languages. Our goal is to develop a linguafranca to unify the peoples of the HI land. We expect our language to facilitate documentation and communication of research results and thus collaboration among various HI fields by making use of design...
conference paper 2021
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van der Waa, J. (author), van Diggelen, J. (author), Cavalcante Siebert, L. (author), Neericx, M. (author), Jonker, C. (author)
Artificially intelligent agents will deal with more morally sensitive situations as the field of AI progresses. Research efforts are made to regulate, design and build Artificial Moral Agents (AMAs) capable of making moral decisions. This research is highly multidisciplinary with each their own jargon and vision, and so far it is unclear whether...
conference paper 2020
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Ligthart, M.E.U. (author), Neerincx, M.A. (author), Hindriks, K.V. (author)
In this paper we specify and validate three interaction design patterns for an interactive storytelling experience with an autonomous social robot. The patterns enable the child to make decisions about the story by talking with the robot, reenact parts of the story together with the robot, and recording self-made sound effects. The design...
conference paper 2020
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van Diggelen, J. (author), Johnson, M. (author)
This paper introduces the concept of team design patterns and proposes an intuitive graphical language for describing the design choices that influence how intelligent systems (e.g. artificial intelligence, robotics, etc.) collaborate with humans. We build on the notion of design patterns and characterize important dimensions within human-agent...
conference paper 2019
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Ligthart, M. (author), Fernhout, T. (author), Neerincx, M.A. (author), van Bindsbergen, K.L. (author), Grootenhuis, M.A. (author)
In order to facilitate a sustainable long-term interaction between a child and a robot they need to get acquainted with one another. In this paper we discuss the foundation, the rationale, and the evaluation (N = 75) of our design for an autonomous robot conversational partner that engages with Dutch children (8-11 y.o.) in a getting acquainted...
conference paper 2019
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Peters, R. (author), Oleari, E. (author), Sardu, F. (author), Neerincx, M.A. (author)
Children will only benefit from educational technologies and e-coaches when they understand the long-term consequences and are (intrinsically) motivated to use these support systems. This paper presents an Objective Dashboard that integrates educational achievements, goals and tasks with gamification features (such as challenges, scores and...
conference paper 2019
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van Diggelen, J. (author), Neerincx, M.A. (author), Peeters, M. (author), Schraagen, J.M. (author)
Human-agent teams exhibit emergent behavior at the team level, as a result of interactions between individuals within the team. This begs the question how to design artificial team members (agents) as adequate team players that contribute to the team processes advancing team performance, resilience, and learning. This paper proposes the...
article 2019
document
Ligthart, M. (author), Neerincx, M.A. (author), Hindriks, K.V. (author)
We are developing a social robot that should autonomously interact long-term with pediatric oncology patients. The child and the robot need to get acquainted with one another before a long-term interaction can take place. We designed five interaction design patterns and two sets of robot behaviors to structure a getting acquainted interaction....
conference paper 2019
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Neerincx, M.A. (author), van der Waa, J. (author), Kaptein, F. (author), van Diggelen, J. (author)
conference paper 2018
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Neerincx, M.A. (author), van Diggelen, J. (author), van Breda, L. (author)
Integrating cognitive agents and robots into teams that operate in high-demand situations involves mutual and context-dependent behaviors of the human and agent/robot team-members. We propose a cognitive engineering method that includes the development of Interaction Design patterns for such systems as re-usable, theoretically and empirically...
conference paper 2016
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Siljee, B.I.J. (author)
This paper describes two privacy patterns for creating privacy transparency: the Personal Data Table pattern and the Privacy Policy Icons pattern, as well as a full overview of privacy transparency patterns. It is a first step in creating a full set of privacy design patterns, which will aid software developers with the realization of privacy by...
conference paper 2015
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van Rest, J.H.C. (author), Boonstra, D. (author), Everts, M.H. (author), van Rijn, M. (author), van Paassen, R.J.G. (author)
The proposal for a new privacy regulation d.d. January 25th 2012 introduces sanctions of up to 2% of the annual turnover of enterprises. This elevates the importance of mitigation of privacy risks. This paper makes Privacy by Design more concrete, and positions it as the mechanism to mitigate these privacy risks. In this vision paper, we...
bookPart 2014
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Mioch, T. (author), Ledegang, W. (author), Paulissen, R. (author), Neerincx, M.A. (author), van Diggelen, J. (author)
Sharing and re-using design knowledge is a challenge for the diverse multi-disciplinary research and development teams that work on complex and highly automated systems. For this purpose, a situated Cognitive Engineering (sCE) methodology was proposed that specifies and assesses the functional user requirements with their design rationale in a...
conference paper 2014
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