虚拟汉长安城漫游系统中的多媒体信息推荐

Presence Pub Date : 2018-03-01 DOI:10.1162/pres_a_00299
Junmei Feng;Xiaoyi Feng;Liming Deng;Jinye Peng
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引用次数: 3

摘要

本文结合虚拟现实技术和信息推荐技术,提出了一个韩长安城漫游系统。如今,随着虚拟现实技术的快速发展,文化遗产领域的一些新的研究问题可以得到解决。汉长安城遗址作为中国最有价值、最重要的文化遗产之一,越来越受到世界各国的关注。为了让更多的人了解韩长安城,重现韩长安城的美丽,本文提出了一种结合信息推荐技术的虚拟漫游系统。首先,选择Unity3D作为三维平台,设计了汉长安城的场景模型,并根据真实的历史数据,利用VR技术对虚拟场景进行重构;然后,设计了动态信息推荐模块,用于推荐热门话题信息和个性化信息。前者是通过网络爬虫获得的,包括最新发布的与韩长安城相关的消息供用户使用。后者是由所提出的混合推荐算法生成的,该算法结合了显式和隐式反馈。在两个数据集上验证了该算法的性能。最后,我们展示了系统测试的一些结果。我们提出的系统现在已经在线发布,用户可以随时在场景中漫游。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Recommending Multimedia Information in a Virtual Han Chang’an City Roaming System
This article presents a roaming system of Han Chang’an City, with both virtual reality (VR) technology and information recommendation technology. Nowadays, some new research issues in the cultural heritage domain can be achieved with the rapid development of VR technology. The ancient site of Han Chang’an City, as one of the most valuable and significant cultural heritages in China, attracts more and more attention around the world. To let more people understand Han Chang’an City and reproduce its beauty, in this article, we propose a virtual roaming system combined with information recommendation technology. First, Unity3D is selected as the three-dimensional platform to design the scenario model of Han Chang’ an City, and the virtual scene is reconstructed with VR technology, according to real historical data; then, the dynamic information recommendation module is designed to recommend hot topic information and personalized information. The former is obtained through web crawlers, including the latest released news related to Han Chang’an City for users. The latter is generated by the proposed hybrid recommendation algorithm, which combines explicit and implicit feedback. The performance of the proposed algorithm is validated on two datasets. Finally, we show some results of our system test. Our proposed system is released online now, and users can wander in the scene any time.
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