Classification of Emotional and Immersive Outcomes in the Context ...

Additionally, our study achieved a remarkable classification performance of 96.25% in distinguishing brain oscillations associated with VR ...

We meticulously compiled a comprehensive dataset by analyzing the impact of virtual reality (VR) environments on CS, immersion levels, and EEG-based emotion ...

Classification of Emotional and Immersive Outcomes in the Context ...

A comparative analysis of CS levels in VEs tailored for specific tasks and their immersion factors revealed statistically significant differences between ...

(PDF) Classification of Emotional and Immersive Outcomes in the ...

study holds great promise for objectively evaluating CS in VR contexts, differentiating between VEs,. and providing valuable insights for future ...

Free Full-Text | Classification of Emotional and Immersive Outcomes ...

Classification of Emotional and Immersive Outcomes in the Context of Virtual Reality Scene Interactions. ... Classification of Emotional and Immersive Outcomes in ...

4 Types of Immersive Scenarios: When and How to Use Them in ...

Each scenario type has a purpose, an ideal context, and ... immersive scenarios actively participate, often making choices that lead to various outcomes.

Emotion Recognition in Immersive Virtual Reality - PubMed Central

Affective computing uses biometric signals and machine-learning algorithms to classify emotions automatically. Many signals have been used, such as voice, face, ...

Cognitive and emotional engagement while learning with VR

The CVT predicts that positive activating emotions (e.g., curiosity and enjoyment) promote learning outcomes, whereas the converse is true for negative- ...

Emotion Based Prediction in the Context of Optimized Trajectory ...

Abstract: The use of Google Expedition and touch screen-based emotion in the virtual components of immersive learning is ... academic outcomes and immersive ...

Machine learning based classification of presence utilizing ... - Nature

Design elements in immersive virtual reality: The impact of object presence on health-related outcomes. J. Med. Syst. 44, 156 (2020). Google ...

(PDF) Multimodal emotion classification using machine learning in ...

Results showed no significant differences between presenting the stimuli in the two degrees of immersion. Regarding emotion classification, it ...

Multimodal emotion classification using machine learning in ...

The experimental procedure involved eliciting emotional states using film clips in an immersive and non-immersive virtual reality setup. The ...

Exploring the effects of achievement emotions on online learning ...

For instance, some learners might experience a high level of anxiety when taking exams, others when attending face-to-face classes. Achievement ...

The effect of immersion on sense of presence and affect when ...

Emotions are shown to influence the learning outcome in multiple ways such as encoding, retrieving, motivation and joy, even though there is inconclusiveness in ...

Full article: Immersive experience framework: a Delphi approach

However, their study falls short on the full potential that the interplay of types of immersion in the museum context could create. ... emotions and a desired ...

Decoding subjective emotional arousal from EEG during an ... - eLife

[Different types of arousal have been proposed and investigated, such as sexual, autonomic, emotional (Russell, 1980); also in the context of ...

Immersive virtual reality as a pedagogical tool in education

Finally, the third learning outcome was affective skills which can be defined as a growth in areas relating to emotion and attitude. Most of the ...

What is 'Being There'? An ontology of the immersive experience

While the contexts and technologies in which mediated experiences occur continue to evolve, the psychosocial processes and effects associated with them are ...

How does interactive virtual reality enhance learning outcomes via ...

This approach leads to a better understanding of the ways in which technical characteristics and students' interactive experience affect important emotional and ...

Learning Outcomes of Immersive Technologies in Health Care ...

Background: There is a lack of evidence in the literature regarding the learning outcomes ... emotional and behavioral responses when ...