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Despite the burgeoning popularity of virtual gifting in live streaming, research lacks an in-depth understanding of the drivers behind this behavior. Using para-social relationship (PSR), this study aims to capture viewers’ lively social feelings toward the streamer as the key factor leading to the purchase behavior of virtual gifts. It also aims to establish a theoretical link between PSR and viewers’ holistic experience in live streaming as captured by cognitive absorption and aims to investigates the role of technological features (i.e. viewer–streamer and viewer–viewer interactivity, streamer-level and viewer-level deep profiling and design aesthetics) in shaping viewers’ experience.

Based on 433 survey responses, this study employs a combination of structural equation modeling and neural networks to offer valuable insights into the relationships between the technological environment, viewer experience and viewer behavior.

Our results highlight the salience of PSR in promoting the purchase of virtual gifts through cognitive absorption and the importance of the technological environment in eliciting the viewer experience. This study sheds light on the development of PSR in a technological environment and its relationship with cognitive absorption.

By applying PSR to conceptualize viewers’ perceived connection with the streamer, this study extends the research on purchase behavior in the non-shopping context by providing an enlightened understanding of virtual gift purchase behavior in live streaming. Moreover, by theoretically linking PSR with cognitive absorption, virtual gift purchase and technological features of live streaming, it enriches the theory of PSR and bridges the gap between the design practice of supporting the IT infrastructure of live streaming and research.

As traditional physical spaces grapple with evolving reading habits and information consumption patterns, the notion of libraries within the metaverse poses intriguing questions about accessibility, knowledge dissemination and the evolving role of librarians. The purpose of this paper is to explore the role of metaverse in virtual libraries.

This paper analyzes various literature relating to libraries and the metaverse in the virtual worlds through a review of the literature.

In the ever-evolving landscape of information and technology, the emergence of libraries in virtual worlds presents a transformative paradigm that brings forth both tremendous advantages and intricate challenges. These advantages are underscored by enhanced accessibility for a global audience, interactive engagements that cater to diverse learning styles and the unprecedented scalability that digital environments provide. Virtual libraries hold the potential to reshape the way people access, share and engage with knowledge, while also fostering a sense of community that transcends geographical boundaries.

To the best of the authors’ knowledge, this paper is the original idea that highlights the importance of metaverse in virtual libraries.

Tourism via virtual reality (VR) technology has become an interesting option for consumers to “travel.” The best approaches to optimizing the VR tourism environment, improving the interactive experience of tourists and encouraging tourists to adopt VR are not yet fully understood. This study explores the willingness of tourists to adopt VR tourism from the dual aspects, richness and dynamics, of virtual social cues.

To examine the effects of richness (multiple vs. few cues) and dynamic (changeable vs. static cues) on consumers' willingness to adopt VR tourism, three virtual tourism scenes were designed and presented by head-mounted displays. The data were collected for participants in the VR laboratory and tested by ANOVA and partial least squares–structural equation modeling.

Virtual social cues can generate mental imagery through interactivity, vividness and parasocial interactions, thus increasing the consumer's likelihood of adopting VR tourism. It was also found that imagination moderates mental imagery and adoption intention. When the consumer's imagination is stronger, their mental imagery stimulates a stronger willingness to adopt VR tourism.

The authors innovatively utilize concepts of parasocial interaction and mental imagery and discuss the various influences and mediation mechanisms of social cue characteristics on consumers' adoption of VR tourism. The conclusions may provide new insights for VR tourism managers and tourism scholars.

Advances in technology and the popularity of social media influencers have sparked a rise of “virtual influencers (VIs).” This study examines consumer attitudes toward VIs in social networking services and explores factors that enhance or dampen these attitudes. In three experiments, it was explored how contextual factors (background and companion) interact with human (HIs) and VIs, influencing attitudes through trustworthiness.

Three experiments were conducted using an online panel (N = 894). All experiments were based on the comparison between HIs and VI with mediating role of trustworthiness. In Studies 2 and 3, moderated mediation analyses were conducted to test hypotheses.

The results revealed that human-like VI was less trusted than animi-like VI or HIs. However, the perceived trustworthiness toward VI was enhanced when the VI was in a virtual (vs. real) environment (Study 2) or accompanied by a virtual (vs. human) companion (Study 3), leading to positive attitudes.

This research not only enriches relevant literature (avatars and SMIs) but also provides actionable insight for practitioners who design and utilize VIs. This paper proposes novel and handy tactics to enhance consumers' trustworthiness in and attitudes toward VIs.

The main objective of our study is to shed light on how perceived enjoyment influences the intricate relationship between value cocreation and consumer satisfaction, with a specific focus on the realms of tourist services.

To achieve the objective outlined in this research, an information survey was carried out on 400 consumers of tourist services who have participated in virtual cocreation processes through digital platforms. As a data analysis technique, the dynamic structural equation modeling (DSEM) analyzes the causal relationships between the elements under study.

Our extensive analysis draws upon the data collected through a survey spanning from 2018 to 2023, encompassing 400 participants who actively engaged in value cocreation processes in both physical and virtual settings. Our investigation considers two competing models to elucidate the role of perceived enjoyment. Our findings, established through DSEM illuminates that perceived enjoyment predominantly functions as a mediator, exerting a more pronounced influence on the connection between value cocreation and consumer satisfaction. Contrary to a moderating role, perceived enjoyment emerges as a significant mediator in our study.

The most significant addition is recognizing virtual value cocreation behaviors in tourist sector activities over time, primarily because it indicates the likelihood of negative repercussions of its usage. Furthermore, it must be capable of designing surroundings according to the characteristics of customers in terms of immersion and technology usage, preventing a rise in stress situations that might result in more negative consequences than planned. Another important insight is that virtual value cocreation initiatives have detrimental long-term implications, particularly in tourism.

This paper presents two educational gamified virtual labs and investigates different methods of including gamified elements in virtual labs used for teaching. The purpose of this study is to investigate if immersive gamified virtual labs can be used as effective pedagogical tools by properly incorporating them into higher education curricula to assist low-risk active learning and student engagement.

This research design comprises two gamified virtual labs including nine essential experiments of biology and chemistry integrated into the higher education curriculum of the Foundation of Science at an international University. Students filled in a survey after participating in the lab to shed light on appropriate ways of using gamification approaches in virtual labs.

From the predominant findings of the study, gamified virtual labs increase student involvement thereby enhancing knowledge development with active learning and may be a potentially suitable pedagogical tool for low-risk interactive learning.

Limitations of the study include findings based on gamified virtual labs but not comparing the gamified virtual labs to simple virtual simulations to further investigate the pedagogical approach and understand the student perceptions in a simple virtual simulation and a gamified virtual lab.

The findings of this study will provide evidence that gamified virtual labs integrated into higher education curricula as supplementary tools for laboratory experimentation improve the educational delivery process.

This research highlights an appropriate way of integrating 3D virtual labs into practical curricula while discussing the benefits.

This article explores the implications of virtual social spaces for conceptualizing community engagement in the practice of architecture and design by critically analyzing multidisciplinary approaches to conceptualizing community namely space, place, and context to envision social spaces of virtual community engagement by architects and designers.

This conceptual article utilized narrative literature review as the primary method for conducting a transdisciplinary theoretical integration. First, the authors defined the metaverse as all manner of human-technological interaction. Second, the authors discussed theories of place from architecture, social geography, and human ecology and employed neoecological theory to describe the interactional processes inherent in research and practice with virtual communities. Finally, the authors documented specific types of virtual engagement strategies in architectural research and practice.

Virtual environments provide varied opportunities for effective collaborations among architects, designers, and community members. The primary strategies identified by the literature review of virtual community engagement were collaborative, augmented reality, and situated digital experiences. In addition, researchers have found that the most effective community engagement bridges interactions in the physical space and digitally mediated interactions.

The authors advocate for increased research towards understanding how the expanded availability of more complex technological tools, such as future versions of artificial intelligence (AI) software, may further layer the landscape of community engagement in ways that may be unpredictable and currently less understood. Additional research is also needed to address participants' perspectives in virtual community engagement and explore how the building of communities in the meta-context is felt, lived, and understood by those who act in them.

The availability of new technological tools and digital platforms challenges diverse professionals to expand their community-engaged practice into the metaverse. Although not every community has broadband Internet or software access, many physical locations whether community centers, libraries, schools, or one’s own home may serve as safe spaces for novel virtual engagement experiences by individuals and groups. Digital engagement can increase opportunities for involvement from persons who are home-bound, lack transportation or child-care to attend in-person community events, or may desire the anonymity afforded by virtual engagement.

Virtual environments can provide varied opportunities for effective collaboration among architects, designers, and community members by overcoming physical or nonphysical barriers to in-person engagement. For example, recent case studies of civic and community organizations have successfully integrated physical and virtual community engagement during the global COVID-19 pandemic by overcoming physical or nonphysical barriers to in-person engagement. Community development theorists have referred to such contexts as a “post-place community” in which individuals find solidarity through digital global networks.

This article theorizes virtual community engagement in the metaverse from a transdisciplinary perspective and coins the innovative concept of meta-contexts to describe a global “post-place” community. Integrating theories of place from architecture, social geography, and human ecology guides an original review of effective strategies for meta-contextual digital community engagement by architects and designers.

Education for sustainable development (ESD) is a developing educational concept that aims to achieve economic, social and environmental sustainability through education. Cultural sustainability education aims to cultivate awareness and protection of cultural assets, promote sustainable development and foster environmental responsibility. This study establishes a cyber-physical metaverse of cultural sustainability learning to cultivate students' motivation, multicultural identity, critical thinking and sustainability thinking.

In this study, virtual reality (VR) and 3D printing technologies were utilized to create a cyber-physical metaverse learning environment. This learning environment is designed to allow elementary school children to learn about indigenous cultures and the architecture of slate houses, as well as socio-architectural issues. Learners will be able to experience first-hand the plight of the indigenous tribal areas and the exploration of related cultural knowledge.

The study collected pre- and post-test data through questionnaires, using covariates to analyze learners' perceptions of learning. The results of this study showed that cyber-physical metaverse learning environment had a significant impact on learning motivation, multicultural identity and sustainability thinking for culturally sustainable education. However, this study’s impact on critical thinking skills in students remains to be confirmed.

This is a quasi-experimental study of a single country’s elementary school children in the indigenous area, so its findings cannot be extrapolated to other areas or to learners of different ages.

This study introduces a framework for incorporating both virtual and real cultures to promote sustainable learning. The cyber-physical metaverse learning is used to supplement teaching activities to enhance learners' motivation in learning multicultural knowledge. Students were able to recognize and protect cultural assets, as well as emphasize the importance of sustainable development.

In order to encourage customers to try experience virtual tourism, researchers and practitioners pay more attention on how to improve customers' perception of authenticity.

Using the theory of cross-sensory compensation, through 4 experiments, this study examines the impact of social interaction and cross-sensory strategies on the relationship between virtual reality (VR) and improving customers' perception of authenticity and customer experience.

Through experimental research, this paper finds that (1) VR immersion has a significant positive impact on perception of authenticity, which in turn acts on customers' virtual tourism experience. (2) In addition, social interaction strengthens the relationship between VR immersion and customers' perception of authenticity. (3) The cross-sensory compensation has a positive effect on VR immersion to enhance customers' perception of authenticity.

The research conclusion provides a direction for further discussion on how to improve customers' perception of authenticity and provides theoretical guidance and reference for the virtual tourism industry.

The purpose of this research is to achieve multi-task autonomous driving by adjusting the network architecture of the model. Meanwhile, after achieving multi-task autonomous driving, the authors found that the trained neural network model performs poorly in untrained scenarios. Therefore, the authors proposed to improve the transfer efficiency of the model for new scenarios through transfer learning.

First, the authors achieved multi-task autonomous driving by training a model combining convolutional neural network and different structured long short-term memory (LSTM) layers. Second, the authors achieved fast transfer of neural network models in new scenarios by cross-model transfer learning. Finally, the authors combined data collection and data labeling to improve the efficiency of deep learning. Furthermore, the authors verified that the model has good robustness through light and shadow test.

This research achieved road tracking, real-time acceleration–deceleration, obstacle avoidance and left/right sign recognition. The model proposed by the authors (UniBiCLSTM) outperforms the existing models tested with model cars in terms of autonomous driving performance. Furthermore, the CMTL-UniBiCL-RL model trained by the authors through cross-model transfer learning improves the efficiency of model adaptation to new scenarios. Meanwhile, this research proposed an automatic data annotation method, which can save 1/4 of the time for deep learning.

This research provided novel solutions in the achievement of multi-task autonomous driving and neural network model scenario for transfer learning. The experiment was achieved on a single camera with an embedded chip and a scale model car, which is expected to simplify the hardware for autonomous driving.