360 degrees Virtual Reality Video Tours Generation Model for Hostelry and Tourism based on the Analysis of User Profiles and Case-based Reasoning

INTERNATIONAL JOURNAL OF ADVANCED COMPUTER SCIENCE AND APPLICATIONS(2022)

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摘要
This paper proposes an adaptive software architecture focused on hotel marketing based on immersive virtual reality (VRI) with 360 degrees videos, which includes a component based on Case-Based Reasoning (CBR) to provide experiences that correspond to the analysis of user profiles. For the validation of the system, considering that the use of VR can trigger experiences in several dimensions, affective, attitudinal and behavioral responses, as well as the cognitive load were evaluated using visualizations of 2D photographs contained in hotel websites, which were compared with 360 degrees videos in a VRI environment. To test the hypotheses, a quasi-experimental study was conducted with an independent sample group, in which subjects were randomly assigned to the two types of visualizations. The contribution of the article lies in the incorporation of marketing concepts and approaches in VRI experiences with 360 degrees videos through virtual objects that are used by the software architecture, as well as in the proposed validation of the effectiveness of the proposal.
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关键词
Immersive virtual reality,adaptive software architecture,case-based reasoning,user profiles
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