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检索条件"主题词=Human-centered computing"

共 2490 条记录，以下是551-560 订阅

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Combining Degree of Interest Functions and Progressive Visualization

Combining Degree of Interest Functions and Progressive Visua...

引用

IEEE Conference on Visualization and Visual Analytics (IEEE VIS)

作者： Hografer, Marius Moritz, Dominik Perer, Adam Schulz, Hans-Jorg Aarhus Univ Aarhus Denmark Carnegie Mellon Univ Pittsburgh PA USA

ISBN: (纸本)9798350325577

When visualizing large datasets, an important goal is to emphasize data that is relevant to the task at hand. A common way of achieving this is to compute the relevance of the data using degree of interest (DOI) functions, which apply a scenario-specific metric to quantify the data items according to their relevance to the users and their tasks. These DOI values can then be used to adjust the visual encoding through mechanisms like focus+context or information hiding. For datasets too large to be visualized at once, an alternative approach is to visualize it progressively in chunks, allowing analysts to reason about partial results and concluding their analysis much earlier than had they waited for all data. Combining the advantages of both approaches to tailor the visualization seems synergistic, yet, in practice turns out to be challenging, as DOI functions require the context of all data to produce useful values, requiring lengthy computations that break analysts' flow in progressive visualization. In this paper, we propose an approach for uniting DOI functions with progressive visualization. We first introduce a new model for quantifying the user interest in analysis scenarios where the data is only partially available, by computing the interest for available data and predicting it for the rest. We then propose regression trees for implementing this approach in practice and evaluate it in benchmarks. With DOI values now available for progressive visualization as well, our approach opens the door for tailoring the visualization of large datasets to the analysis task at interactive update rates.

关键词： Progressive visualization Degree-of-interest functions human-centered computing Visualization Visualization application domains Visual Analytics

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Amplifying Artists' Voices: Item Provider Perspectives on Influence and Fairness of Music Streaming Platforms 23

Amplifying Artists' Voices: Item Provider Perspectives on In...

引用

31st ACM Conference on User Modeling, Adaptation and Personalization (ACM UMAP)

作者： Dinnissen, Karlijn Bauer, Christine Univ Utrecht Utrecht Netherlands

ISBN: (纸本)9781450399326

The majority of music consumption nowadays takes place on music streaming platforms. Whichever artists, albums, or songs are exposed to consumers on these platforms therefore greatly influences what music is ultimately consumed. As a result, the impact of these platforms on artists-their main item providers-is considerable. The recommender systems at the core of streaming platforms, though, have traditionally been developed focusing on end consumer objectives. Only recently, researchers have started to include item provider objectives, though rarely through reaching out to item providers directly. By omitting this important stakeholder's point of view, we risk not understanding what artists value most, and might miss first-hand ideas on how to improve streaming platforms and recommender systems. Therefore, we conducted semi-structured interviews to capture the artists' view. Specifically, we explore artists' considerations regarding fairness, transparency, and diversity in music recommender systems, and the role artists envision for streaming platforms regarding those topics. We identify some topics with a clear consensus among artists, such as desiring more control over which music is recommended to whom, and expecting streaming platforms to actively increase music diversity in recommendations. In contrast, artists' opinions differ on whether platforms should actively intervene in recommender systems to, e.g., increase localization or gender balance. Further, we observe that artists often take user preferences into account and even suggest new platform functionality to benefit both users and item providers. We encourage utilizing these insights when designing and evaluating music streaming platforms and recommender systems.

关键词： fairness music recommender systems human-centered computing interviews item provider

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Dynamic Scene Adjustment for Player Engagement in VR Game

Dynamic Scene Adjustment for Player Engagement in VR Game

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30th IEEE Conference Virtual Reality and 3D User Interfaces (IEEE VR)

作者： Liu, Zhitao Li, Yi Xie, Ning Fan, Youteng Tang, Haolan Zhang, Wei AVIC Chengdu Aircraft Design & Res Inst Chengdu Peoples R China UESTC Ctr Future Media Sch Comp Sci & Engn Chengdu Peoples R China

ISBN: (纸本)9798350348392

Virtual reality (VR) produces a highly realistic simulated environment with controllable environment variables. This paper proposes a Dynamic Scene Adjustment (DSA) mechanism based on the user interaction status and performance, which aims to adjust the VR experiment variables to improve the user's game engagement. We combined the DSA mechanism with a musical rhythm VR game. The experimental results show that the DSA mechanism can improve the user's game engagement (task performance).

关键词： human-centered computing lnteraction paradigms Virtual reality

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Does interpupillary distance (IPD) relate to immediate cybersickness?

Does interpupillary distance (IPD) relate to immediate cyber...

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30th IEEE Conference Virtual Reality and 3D User Interfaces (IEEE VR)

作者： Doty, Taylor A. Kelly, Jonathan W. Dorneich, Michael C. Gilbert, Stephen B. Iowa State Univ Ames IA 50011 USA

ISBN: (纸本)9798350348392

Widespread adoption of virtual reality (VR) will likely be limited by the common occurrence of cybersickness. Cybersickness susceptibility varies across individuals, and previous research reported that interpupillary distance (IPD) may be a factor. However, that work emphasized cybersickness recovery rather than cybersickness immediately after exposure. The current study (N=178) examined if the mismatch between the user's IPD and the VR headset's IPD setting contributes to immediate cybersickness. Multiple linear regression indicated that gender and prior sickness due to screens were significant predictors of immediate cybersickness. However, no significant relationship between IPD mismatch and immediate cybersickness was observed.

关键词： human-centered computing human computer interaction (HCI) Interaction paradigms Virtual reality

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The Influence of Situational Variables Toward Initial Trust Formation on Autonomous System 5th

The Influence of Situational Variables Toward Initial Trust ...

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5th International Conference on HCI in Mobility, Transport and Automotive Systems (MobiTAS) Held as Part of the 25th International Conference on human-Computer Interaction (HCII)

作者： Ferronato, Priscilla Tang, Liang Bashir, Masooda Univ Illinois Champaign IL 61820 USA

ISBN: (纸本)9783031356773;9783031356780

Autonomous vehicles (AV) are predicted to change our current transportation system, however, how and when they become fully adopted is still an uncertain matter. One essential aspect to consider is how people form trust towards AV. In the context of AV, trust in technology is critical for safety considerations. Although humans are capable of making instinctive assessments of the trustworthiness of other people, this ability does not directly translate to technological systems. The rising complexity of autonomous systems (AS) (e.g., cruise control) requires the operators to calibrate their trust in the system to achieve their safety and performance goals. As such, a detailed understanding of how trust develops, and especially the underlying mental processes, will facilitate the prediction of how trust levels influence behavior mode and decision-making strategies when interacting with AV. To investigate this in the context of AV, we conducted interviews and follow-up surveys to examine users' current behavior with an analogous system (cruise control) and explored its relationship with the perception of AV trustworthiness. Our findings suggest that external factors play a role in the adoption of cruise control (an analogous system), while internal factors determine non-adoption. Trustworthiness in AV is affected by external factors, users' trust in others, and their knowledge of advanced vehicle technology.

关键词： human-centered computing User studies Autonomous System

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Investigating Guardian Awareness Techniques to Promote Safety in Virtual Reality 30

Investigating Guardian Awareness Techniques to Promote Safet...

引用

30th IEEE Conference Virtual Reality and 3D User Interfaces (IEEE VR)

作者： Wu, Sixuan Li, Jiannan Sousa, Mauricio Grossman, Tovi Univ Toronto Toronto ON Canada

ISBN: (纸本)9798350348156

Virtual Reality (VR) can completely immerse users in a virtual world and provide little awareness of bystanders in the surrounding physical environment. Current technologies use predefined guardian area visualizations to set safety boundaries for VR interactions. However, bystanders cannot perceive these boundaries and may collide with VR users if they accidentally enter guardian areas. In this paper, we investigate four awareness techniques on mobile phones and smartwatches to help bystanders avoid invading guardian areas. These techniques include augmented reality boundary overlays and visual, auditory, and haptic alerts indicating bystanders' distance from guardians. Our findings suggest that the proposed techniques effectively keep participants clear of the safety boundaries. More specifically, using augmented reality overlays, participants could avoid guardians with less time, and haptic alerts caused less distraction.

关键词： human-centered computing- Visualization Visualization techniques Treemaps human-centered computing Visualization Visualization design and evaluation methods

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Exploring the Effects of VR Activities on Stress Relief: A Comparison of Sitting-in-Silence, VR Meditation, and VR Smash Room 22

Exploring the Effects of VR Activities on Stress Relief: A C...

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22nd IEEE International Symposium on Mixed and Augmented Reality (ISMAR)

作者： Han, Dongyun Kim, Donghoon Kim, Kangsoo Cho, Isaac Utah State Univ Logan UT 84322 USA Univ Calgary Calgary AB Canada

ISBN: (纸本)9798350328387

In our lives, we encounter various stressors that may cause negative mental and bodily reactions to make us feel frustrated, angry, or irritated. Effective methods to manage or reduce stress and anxiety are essential for a healthy life, and several stress-management approaches are found to be useful for stress relief, such as meditation, taking a rest, walking around nature, or even breaking things in a smash room. Previous research has revealed that certain experiences in virtual reality (VR) are effective for reducing stress as traditional real-world methods. However, it is still unclear how the stress relief effects are associated with other factors like individual user profile in terms of different treatment activities. In this paper, we report our findings from a formal user study that investigates the effects of two virtual activities: (1) VR Meditation and (2) VR Smash Room experience, compared with a traditional Sitting-in-Silence method. Our results show that VR Meditation has a better stress relief effect compared to VR Smash Room and Sitting-in-Silence, and the effects of the treatments are correlated with the participants' personalities. We discuss the findings and implications addressing potential benefits/impacts of different stress-relief activities in VR.

关键词： human-centered computing human computer interaction (HCI) Empirical studies in HCI computing methodologies Computer graphics Graphics systems and interfaces Virtual reality

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VR authentication through 3D key block building

VR authentication through 3D key block building

引用

30th IEEE Conference Virtual Reality and 3D User Interfaces (IEEE VR)

作者： Fournier, Romain Freeling, Benjamin Gervilla, Miguel Heitz, Martin Viville, Paul Berenger, Kevin Lecuyer, Flavien Capoblanco, Antonio Univ Strasbourg ICube Strasbourg France INETUM Toulouse France

ISBN: (纸本)9798350348392

With the rise of the metaverse, more and more massively multi-user applications are to be expected. Because some of the data integrated in those virtual environments can be seen as highly sensitive, it is important to reinforce the applications with authentication methods to keep them safe. However, and while there are many authentication methods for 2D applications that could be regarded as safe enough, most of them do not provide a sufficient ease of use for VR applications. Henceforth, we propose an authentication method adapted to 3D user interfaces, based on toggling areas in a cubic grid. As illustrated in Figure 1, this leads to the construction of a voxelbased volume, which is an object simple enough to remember and playful to build, yet difficult to guess thanks to a high number of possibilities. For a more portable authentication method, the cubic grid is complemented by the generation of virtual keys representing the access a user has to a certain lock. The key acts as a metaphor that allows to easily share or grant access to secured objects or places in the VE.

关键词： human-centered computing Virtual reality Security and privacy -Usability in security and privacy

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Measuring Collision Anxiety in XR Exergames

Measuring Collision Anxiety in XR Exergames

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30th IEEE Conference Virtual Reality and 3D User Interfaces (IEEE VR)

作者： Ring, Patrizia Masuch, Maic Univ Duisburg Essen Entertainment Comp Grp Duisburg Germany

ISBN: (纸本)9798350348392

Extended Reality (XR) applications have become increasingly relevant due to technical advances, but also have their own challenges regarding the user's real-world orientation. We propose a novel definition and a not yet validated questionnaire for the feeling of disorientation and fear of colliding with real objects in XR, called Collision Anviety (CA). Participants (N = 37) played an AR and VR version of a game with results suggesting that while an AR game can provide a similar player experience compared to its VR equivalent, differences regarding CA exist.

关键词： human-centered computing Applied computing-Interaction design Empirical studies in interaction design

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Vis-SPLIT: Interactive Hierarchical Modeling for mRNA Expression Classification

Vis-SPLIT: Interactive Hierarchical Modeling for mRNA Expres...

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IEEE Conference on Visualization and Visual Analytics (IEEE VIS)

作者： Roper, Braden Mathews, James C. Nadeem, Saad Park, Ji Hwan Univ Oklahoma Norman OK 73019 USA Mem Sloan Kettering Canc Ctr New York NY USA

ISBN: (纸本)9798350325577

We propose an interactive visual analytics tool, Vis-SPLIT, for partitioning a population of individuals into groups with similar gene signatures. Vis-SPLIT allows users to interactively explore a dataset and exploit visual separations to build a classification model for specific cancers. The visualization components reveal gene expression and correlation to assist specific partitioning decisions, while also providing overviews for the decision model and clustered genetic signatures. We demonstrate the effectiveness of our framework through a case study and evaluate its usability with domain experts. Our results show that Vis-SPLIT can classify patients based on their genetic signatures to effectively gain insights into RNA sequencing data, as compared to an existing classification system.

关键词： human-centered computing Visualization Visualization application domains Visual analytics

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