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Evaluating Usability Aspects of a Mixed Reality Solution for Immersive Analytics in Industry 4.0 Scenarios
Published on: October 6, 2020
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Virtual Reality Technology: Analysis based on text and opinion mining.
Pedro R Palos Sánchez1, José A Folgado-Fernández2, Mario Alberto Rojas Sánchez3
1Department Financial Economy and Operations Management, University of Seville, Spain.
Mathematical Biosciences and Engineering : MBE
|July 8, 2022
Summary
Analyzing user comments on virtual reality (VR) videos reveals predominantly positive reactions and growing interest in VR technology. This user-generated data offers valuable insights for content creators and sustainability initiatives.
Area of Science:
- Digital Media Studies
- Human-Computer Interaction
- Environmental Sustainability
Background:
- Technological advancements provide rich user-generated data through social networks and video platforms.
- Understanding user sentiment and opinions is crucial for content strategy and product development.
- Virtual Reality (VR) technology presents new avenues for content creation and audience engagement.
Purpose of the Study:
- To analyze user sentiments, opinions, and reactions to virtual reality (VR) videos on YouTube.
- To assess the potential contribution of VR technology to environmental sustainability.
- To highlight the importance of analyzing customer data from technological sources.
Main Methods:
- Qualitative data analysis of user comments and opinions on 12 selected VR videos.
- Sentiment analysis and text mining of user-generated content.
- Examination of user engagement metrics such as views and reviews.
Main Results:
- Predominantly positive user perceptions of VR videos were observed.
- High engagement (views, followers) correlated with positive reviews and appreciated video quality.
- While interest in VR is high, videos requiring special glasses had lower viewership.
Conclusions:
- User-generated data from platforms like YouTube offers valuable insights into VR video reception.
- VR technology shows potential for audience engagement, with positive emotions like wonder and joy being prevalent.
- Further research is needed to fully understand VR's impact on environmental sustainability and content creation strategies.
