Set it and forget it: utility-based scheduling for public displays

Bushman, Kristi; Labrinidis, Alexandros

doi:10.1007/s00779-020-01423-1

Cited by 3 publications

(3 citation statements)

References 12 publications

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“…Bushman and Labrinidis [13] propose a novel scheduling algorithm, Lookahead algorithm, for automated content selection on public displays. The algorithm is built upon a function framework that is designed to maximize the overall usefulness of the displayed content items.…”

Section: Accepted Articlesmentioning

confidence: 99%

“…Pervasive displays have become truly ubiquitous, from digital signage in buildings to bus arrival times in cities [13], they are now part of our everyday device ecosystem. This special issue revealed that, while the original form of "public displays" as considered in early pervasive displays research is not as prominent as expected, novel form factors have emerged, such as autonomous robots that behave as pervasive displays [11].…”

Section: The Future Of Pervasive Displaysmentioning

confidence: 99%

“…This special issue revealed that there are yet some challenges that need to be addressed for pervasive displays and proposed solutions. This includes technical challenges, such as content scheduling [13], as well as human-centered design challenges, such as attracting attention [2], social acceptability [10], workload [8], and designing for different user groups [4,6]. Authors of articles in this special issue have shown that these areas require further research, and have also highlighted multiple opportunities which we divide in terms of use cases and methodologies: Novel use cases: There is a myriad of use cases for which pervasive displays can be particularly promising.…”

Section: The Future Of Pervasive Displaysmentioning

confidence: 99%

See 2 more Smart Citations

Special issue on pervasive displays

Cauchard

Davies

Gentile

et al. 2021

Pers Ubiquit Comput

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Section: Accepted Articlesmentioning

confidence: 99%

Section: The Future Of Pervasive Displaysmentioning

confidence: 99%

Section: The Future Of Pervasive Displaysmentioning

confidence: 99%

See 1 more Smart Citation

Special issue on pervasive displays

Cauchard

Davies

Gentile

et al. 2021

Pers Ubiquit Comput

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Understanding Instant Social Control of Shared Devices in Public Spaces: A Field Trial

Chang,

Han,

Lee

et al. 2024

Proc. ACM Interact. Mob. Wearable Ubiquitous Technol.

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Public spaces are created for the convenience of visitors, but frequently, their operation does not match individual visitors' needs. We propose instant social control as a new approach for controlling devices deployed in public spaces, envisioning the democratic and inclusive operation of the spaces. It is an approach to embrace individuals in the dynamic and unpredictable situations of public spaces, providing them with a powerful tool of immediate engagement and reflection. This research explores the use of instant social control, focusing on cases where discrepancies and conflicts arise among visitors' preferences for operating public devices. We conducted a field trial by deploying a technology probe to two real-world public spaces: a university auditorium, and a cafeteria. We collected usage logs and surveyed the users' experience with this new way of device control. We further investigated their experience through in-depth interviews with participants. Our field trial revealed a rich set of findings including voting strategies, exploratory device control patterns, users' attempts to communicate with other visitors, considerations of other visitors' discomfort, and acceptance and usefulness of instant social control of public devices.

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Navigating the Digital Public Sphere: An AI-Driven Analysis of Interaction Dynamics across Societal Domains

Schmank,

Buchkremer

2024

Societies

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The increasingly digital nature of modern societies necessitates continually examining how individuals interact in the public sphere. This systematic literature review comprehensively analyzes emerging research on public interaction across diverse contexts. By employing an innovative method of applying artificial intelligence on a large-scale academic corpus, we systematically identified and categorized eight major research clusters: social media and public discourse; public Governance in health and education; urban environments and data systems; group interaction dynamics; complex systems modeling; human-display interfaces; political processes; and public service design. Sub-topic mapping revealed key themes such as digital civic engagement, transport sustainability, behavioral dynamics, and socio-environmental impacts. Our interdisciplinary synthesis highlights public interaction as a multifaceted phenomenon intertwined with technological change, policy decisions, environmental factors, and social constructs. These insights underscore the need for holistic, cross-disciplinary approaches to navigate the challenges and opportunities of public interaction in our rapidly evolving digital age. This review provides a unified knowledge base to guide future research while informing decision-makers on cultivating participatory, adaptive, and sustainable public spheres.

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Set it and forget it: utility-based scheduling for public displays

Cited by 3 publications

References 12 publications

Special issue on pervasive displays

Special issue on pervasive displays

Understanding Instant Social Control of Shared Devices in Public Spaces: A Field Trial

Navigating the Digital Public Sphere: An AI-Driven Analysis of Interaction Dynamics across Societal Domains

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