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Identifying Prospective Visitors Based on Collaborative Filtering in the Exhibition Industry

机译：基于展览业协同过滤的潜在访客

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摘要

The success of an exhibition depends on the number of visitors and exhibitors. For such a purpose, it is necessary to recommend right exhibitor and right prospective visitors into right exhibition. In this research, we suggest a recommendation methodology for acquisition of prospectors. The proposed methodology is evaluated with the collected data from surveys. From the experimental results, we can see that degree of recommendation satisfaction, and novelty and serendipity of the proposed methodology are better than those of the item-based collaborative filtering. We expect that the proposed methodology can be extended into other areas such as museum and concert.
机译：展览的成功取决于游客和参展商的数量。为此目的，有必要推荐合适的参展商和正确的前瞻性访客进入合适的展览。在这项研究中，我们建议收购潜在客户的建议方法。通过来自调查的收集数据评估所提出的方法。从实验结果来看，我们可以看到建议的建议程度，提出的方法的新颖性和偶然性优于基于项目的协作滤波。我们预计拟议的方法可以扩展到博物馆和音乐会等其他领域。

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