Abstract: Media bias is a multifaceted problem, leading to one-sided views and impacting decision-making. A way to address digital media bias is to detect and indicate it automatically through machine-learning methods. However, such detection is limited due to the difficulty of obtaining reliable training data. Human-in-the-loop-based feedback mechanisms have proven an effective way to facilitate the data-gathering process. Therefore, we introduce and test feedback mechanisms for the media bias domain, which we then implement on NewsUnfold, a news-reading web application to collect reader feedback on machine-generated bias highlights within online news articles. Our approach augments dataset quality by significantly increasing inter-annotator agreement by 26.31% and improving classifier performance by 2.49%. As the first human-in-the-loop application for media bias, the feedback mechanism shows that a user-centric approach to media bias data collection can return reliable data while being scalable and evaluated as easy to use. NewsUnfold demonstrates that feedback mechanisms are a promising strategy to reduce data collection expenses and continuously update datasets to changes in context.

Abstract: This paper investigates the integration of motion capture and virtual reality (VR) technologies in competitive ballroom dancing (slow walz, tango, slow foxtrott, viennese waltz, quickstep), aiming to analyze posture correctness and provide feedback to dancers for posture enhancement. Through qualitative interviews, the study identifies specific requirements and gathers insights into potentially helpful feedback mechanisms. Using Unity and motion capture technology, we implemented a prototype system featuring real-time visual cues for posture correction and a replay function for analysis. A validation study with competitive ballroom dancers reveals generally positive feedback on the system’s usefulness, though challenges like cable obstruction and bad usability of the user interface are noted. Insights from participants inform future refinements, emphasizing the need for precise feedback, cable-free movement, and user-friendly interfaces. While the program is promising for ballroom dance training, further research is needed to evaluate the system’s overall efficacy.

Abstract: The design of virtual environments (VEs) can strongly influence users' emotions. These VEs are also an important aspect of immersive Virtual Reality (VR) exergames - training system that can inspire athletes to train in a highly motivated way and achieve a higher training intensity. VR-based training and rehabilitation systems can increase a user's motivation to train and to repeat physical exercises. The surrounding VE can potentially predominantly influence users' motivation and hence potentially even physical performance. Besides providing potentially motivating environments, physical training can be enhanced by gamification. However, it is unclear whether the surrounding VE of a VR-based physical training system influences the effectiveness of gamification. We investigate whether an emotional positive or emotional negative design influences the sport performance and interacts with the positive effects of gamification. In a user study, we immerse participants in VEs following either an emotional positive, neutral, or negative design and measure the duration the participants can hold a static strength-endurance exercise. The study targeted the investigation of the effects of 1) emotional VE design as well as the 2) presence and absence of gamification. We did not observe significant differences in the performance of the participants independent of the conditions of VE design or gamification. Gamification caused a dominating effect on emotion and motivation over the emotional design of the VEs, thus indicating an overall positive impact. The emotional design influenced the participants' intrinsic motivation but caused mixed results with respect to emotion. Overall, our results indicate the importance of using gamification, support the commonly used emotional positive VEs for physical training, but further indicate that the design space could also include other directions of VE design.

Abstract: The Field of View (FoV) is a central technical display characteristic of Head-Mounted Displays (HMDs), which has been shown to have a notable impact on important aspects of the user experience. For example, an increased FoV has been shown to foster a sense of presence and improve peripheral information processing, but it also increases the risk of VR sickness. This article investigates the impact of a wider but inhomogeneous FoV on the perceived plausibility, measuring its effects on presence, spatial presence, and VR sickness as a comparison to and replication of effects from prior work. We developed a low-resolution peripheral display extension to pragmatically increase the FoV, taking into account the lower peripheral acuity of the human eye. While this design results in inhomogeneous resolutions of HMDs at the display edges, it also is a low complexity and low-cost extension. However, its effects on important VR qualities have to be identified. We conducted two experiments with 30 and 27 participants, respectively. In a randomized 2x3 within-subject design, participants played three rounds of bowling in VR, both with and without the display extension. Two rounds contained incongruencies to induce breaks in plausibility. In experiment 2, we enhanced one incongruency to make it more noticeable and improved the shortcomings of the display extension that had previously been identified. However, neither study measured the low-resolution FoV extension's effect in terms of perceived plausibility, presence, spatial presence, or VR sickness. We found that one of the incongruencies could cause a break in plausibility without the extension, confirming the results of a previous study.

Abstract: This work presents a study where we used incongruencies on the cognitive and the perceptual layer to investigate their effects on perceived plausibility and, thereby, presence and spatial presence. We used a 2x3 within-subject design with the factors familiar size (cognitive manipulation) and immersion (perceptual manipulation). For the different levels of immersion, we implemented three different tracking qualities: rotation-and-translation tracking, rotation-only tracking, and stereoscopic-view-only tracking. Participants scanned products in a virtual supermarket where the familiar size of these objects was manipulated. Simultaneously, they could either move their head normally or need to use the thumbsticks to navigate their view of the environment. Results show that both manipulations had a negative effect on perceived plausibility and, thereby, presence. In addition, the tracking manipulation also had a negative effect on spatial presence. These results are especially interesting in light of the ongoing discussion about the role of plausibility and congruence in evaluating XR environments. The results can hardly be explained by traditional presence models, where immersion should not be an influencing factor for perceived plausibility. However, they are in agreement with the recently introduced Congruence and Plausibility (CaP) model and provide empirical evidence for the model's predicted pathways.

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