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Setting AI in context: A case study on defining the context and operational design domain for automated driving [article]

Hans-Martin Heyn, Padmini Subbiash, Jennifer Linder, Eric Knauss, Olof Eriksson
2022
[Context and motivation] For automated driving systems, the operational context needs to be known in order to state guarantees on performance and safety.  ...  This case study investigates the challenges with context definitions for the development of perception functions that use machine learning for automated driving.  ...  This case study investigates qualitatively the current challenges and solution ideas of a Tier 1 supplier 4 regarding the definition of context and operational design domain from use cases for systems  ... 
doi:10.48550/arxiv.2201.11451 fatcat:zqb62emtx5h7dcymwstsxg2xp4

AI governance in the public sector: Three tales from the frontiers of automated decision-making in democratic settings

Maciej Kuziemski, Gianluca Misuraca
2020 Telecommunications Policy  
In this regard, it discusses the specific effects of automated decision support systems on public services and the growing expectations for governments to play a more prevalent role in the digital society  ...  , and personalising the digital service experience in Finland, the paper advocates for the need of a common framework to evaluate the potential impact of the use of AI in the public sector.  ...  Acknowledgements Work on this paper has been supported by the [BLIND FOR REVIEW].  ... 
doi:10.1016/j.telpol.2020.101976 pmid:32313360 pmcid:PMC7164913 fatcat:3nyms5wb3na6hpuzucar2kuek4

Mindset matters: how mindset affects the ability of staff to anticipate and adapt to Artificial Intelligence (AI) future scenarios in organisational settings

Elissa Farrow
2020 AI & Society: The Journal of Human-Centred Systems and Machine Intelligence  
Any first step in organisational adaptation starts with individuals' responses and willingness (or otherwise) to change an aspect of themselves given the transcontextual settings in which they are operating  ...  This research explores the implications for organisational adaptation strategies when Artificial Intelligence (AI) is being embedded into the ecology of the organisation, and when employees have a dominant  ...  This lead to five key findings being identified that are applicable to entities embarking on the longer term design and deployment of AI and automation strategies (Table 2) .  ... 
doi:10.1007/s00146-020-01101-z pmid:33223620 pmcid:PMC7665883 fatcat:5kcoovtwdnciro73b6gsae2am4

Knowledge Networking in Cross-Cultural Settings

Karamjit S. Gill
2002 AI & Society: The Journal of Human-Centred Systems and Machine Intelligence  
Cross cultural setting here focuses on promoting a culture of shared communication, values and knowledge, seeking cooperation through valorization of diversity.  ...  At the global level, knowledge networking is about a symbiotic relationship between local and global knowledge resources.  ...  Sustainability in this context is defined as the opportunity and ability to participate in cross-cultural settings, promoting a culture of shared communication, values and knowledge, seeking coherence  ... 
doi:10.1007/s001460200021 fatcat:zihqh3pn2fgrzbiyymkkicmfty

Answer Set Programming for Procedural Content Generation: A Design Space Approach

Adam M. Smith, Michael Mateas
2011 IEEE Transactions on Computational Intelligence and AI in Games  
By concisely capturing a design space as an answer set program, we can rapidly define and expressively sculpt new generators for a variety of game content domains.  ...  in and outside of a game context.  ...  ACKNOWLEDGMENT The authors would like to thank Martin Brain for being an insider in the ASP community, sharing tools and techniques, and clarifying terminology. They would further like to thank Mr.  ... 
doi:10.1109/tciaig.2011.2158545 fatcat:gk5wzfu34ff6bdalqcjeb2z42m

Algorithmic management in a work context

Mohammad Hossein Jarrahi, Gemma Newlands, Min Kyung Lee, Christine T. Wolf, Eliscia Kinder, Will Sutherland
2021 Big Data & Society  
We conclude by situating this piece in broader discussions on the future of work, accountability, and identifying future research steps.  ...  The rapid development of machine-learning algorithms, which underpin contemporary artificial intelligence systems, has created new opportunities for the automation of work processes and management functions  ...  Indeed, years of research demonstrates common system design mindsets that perceive workers' roles and responsibilities based on automation demands; meaning the designer seeks to automate as many subcomponents  ... 
doi:10.1177/20539517211020332 fatcat:7nyure3wonfe5pqmegcqqxqbfq

Modeling Human Actions through Context

Avelino J. Gonzalez
2017 Modélisation et utilisation du contexte  
LfO has been found to be an effective way for learning agents to learn how to perform certain tasks that are performed by a human and whose actions are observed (i.e., recorded in a time-stamped trace  ...  Two points of view are discussed vis-à-vis the tactical behavior of an agent: a) from the point of view of a performer of an action (the doer), and b) from the standpoint of one who directs others (agents  ...  The work focuses on how contexts and actions can be defined for these higher level command agents and how the contexts and  ... 
doi:10.21494/iste.op.2017.0147 fatcat:pfmwndma4rhkjjcrl4hteoutkq

Machine Intelligence Techniques for Next-Generation Context-Aware Wireless Networks [article]

Tadilo Endeshaw Bogale, Xianbin Wang, Long Bao Le
2018 arXiv   pre-print
A brief case study utilizing the AI techniques for this network has also been provided.  ...  These promising architectures make the adoption of artificial intelligence (AI) principles which incorporate learning, reasoning and decision-making mechanism, as natural choices for designing a tightly  ...  DESIGN CASE STUDIES This section discusses typical design case studies in which the AI techniques can be applied for the context-aware wireless network. A.  ... 
arXiv:1801.04223v1 fatcat:5hrwouh6mrenvjnbqqwcbr5b3i

Towards Intelligent Context-Aware 6G Security [article]

André N. Barreto, Stefan Köpsell, Arsenia Chorti, Bertram Poettering, Jens Jelitto, Julia Hesse, Jonathan Boole, Konrad Rieck, Marios Kountouris, Dave Singelee, Kumar Ashwinee
2021 arXiv   pre-print
The premise of this roadmap is that sensing and advanced AI will enable context awareness, which in turn can drive intelligent security mechanisms, such as adaptation and automation of security controls  ...  In this paper we put forward a roadmap towards the realization of a new security paradigm that we articulate as intelligent context-aware security.  ...  and privacy settings in a longer-term vision of fully automated security.  ... 
arXiv:2112.09411v1 fatcat:ynadpp5oobh4dpmz7ku2tgaklu

Exploring the Assessment List for Trustworthy AI in the Context of Advanced Driver-Assistance Systems [article]

Markus Borg, Joshua Bronson, Linus Christensson, Fredrik Olsson, Olof Lennartsson, Elias Sonnsjö, Hamid Ebabi, Martin Karsberg
2021 arXiv   pre-print
In 2018, the European Commission appointed experts to a High-Level Expert Group on AI (AI-HLEG).  ...  Artificial Intelligence (AI) is increasingly used in critical applications. Thus, the need for dependable AI systems is rapidly growing.  ...  Furthermore, the project received financial support from the SMILE III project financed by Vinnova, FFI, Fordonsstrategisk forskning och innovation under the grant number: 2019-05871 and the EC-SEL Joint  ... 
arXiv:2103.09051v1 fatcat:vgeey7c5b5bkdinhqwxqwxefgi

Delegation of moral tasks to automated agents The impact of risk and context on trusting a machine to perform a task

Gian Luca Liehner, Philipp Brauner, Anne Kathrin Schaar, Martina Ziefle
2021 IEEE Transactions on Technology and Society  
The rapid development of automation has led to machines increasingly taking over tasks previously reserved for human operators, especially those involving high-risk settings and moral decision making.  ...  As such, this study investigated the conditions under which human operators were willing to relinquish control, and delegate tasks to automated agents by examining risk and context factors experimentally  ...  We thank Monica Gonzalez-Marquez for editing the manuscript. IX. REFERENCES  ... 
doi:10.1109/tts.2021.3118355 fatcat:evucpnuw3relnlmd5azqdv72za

User Context Ontology for Adaptive Mobile-Phone Interfaces

Muhammad Waseem Iqbal, Nadeem Ahmad, Syed Khuram Shahzad, Muhammad Raza Naqvi, Muhammad Raza Naqvi, Babar Ayub Khan, Zulfiqar Ali
2021 IEEE Access  
The context can be reflected in a particular kind of knowledge and hence modeled as ontology.  ...  The Adaptive User Interface (AUI) adapts to the changes in the context of use and provides improved interaction abilities for different users.  ...  For example, user might be ''driving a car'' and the context changes all the time.  ... 
doi:10.1109/access.2021.3095300 fatcat:knxb2pyzhrcebkyptfl4afsbeq

Delegation of moral tasks to automated agents - The impact of risk and context on trusting a machine to perform a task

Gian Luca Valentin Liehner, Philipp Brauner, Anne Kathrin Schaar, Martina Ziefle
2022 IEEE transactions on technology and society 3(1)  
The rapid development of automation has led to machines increasingly taking over tasks previously reserved for human operators, especially those involving high-risk settings and moral decision making.  ...  As such, this study investigated the conditions under which human operators were willing to relinquish control, and delegate tasks to automated agents by examining risk and context factors experimentally  ...  We thank Monica Gonzalez-Marquez for editing the manuscript. IX. REFERENCES  ... 
doi:10.18154/rwth-2021-09468 fatcat:bmy2hjw3grggfnzxfailgwrvpe

Smart and Context-Aware System employing Emotions Recognition [article]

Stuti Sehgal
2021 arXiv   pre-print
The authors of this paper aim for an unconventional approach with a friendly look to get emotional scenarios from the system to establish a functional, non-intrusive and emotionally-sensitive environment  ...  Over the years, much research has been done on providing machines with the ability to detect human emotions and to develop automated emotional intelligence systems.  ...  Behavioral automated modeling is essential for the development of modern applications in AI.  ... 
arXiv:2106.15101v1 fatcat:ntqeq7klj5gt5p6rrwykbqru24

Fluidic Games in Cultural Contexts

Mark J. Nelson, Swen E. Gaudl, Simon Colton, Edward Jack Powley, Blanca Pérez Ferrer, Rob Saunders, Peter Ivey, Michael Cook
2017 International Conference on Computational Creativity  
Fluidic games have a core of built-in games that anchor a space of design possibilities around them, and encourage players to alternate between playing specific games and playing with the design space.  ...  school, and an art installation that foregrounds an autonomous version of the system exploring a fluidic game on its own, at least if the audience will allow it to do so.  ...  We are grateful to Girlguiding Cornwall and the Camborne Science and International Academy for their collaboration.  ... 
dblp:conf/icccrea/NelsonGCPFSIC17 fatcat:obshgadzmbe2jbir6ygojs63xu
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