论文标题

旅游业的趋势在社交媒体数据上使用Fuzzy-AHP与AHP排名

Tourism's trend Ranking on Social Media Data Using Fuzzy-AHP vs. AHP

论文作者

Saifullah, Shoffan

论文摘要

旅游业是世界上人们参观的令人兴奋的事情。可以通过社交媒体来搜索有吸引力和受欢迎的地方。来自社交媒体或网站的数据可以用作参考,以查找当前的旅行趋势并获取有关评论,故事,喜欢,论坛,博客和反馈的信息。但是,如果搜索是手动进行的,则需要很长时间,进行研究变得有趣。因此,根据当前趋势进行搜索将变得更加容易,更快。因此,本研究使用计算机基础通过使用多标准决策(MCDM)方法对社交媒体数据或网站的旅游设施进行排名来搜索。与AHP相比,用于查找趋势的方法的实现是模糊AHP方法。所使用的数据是网络或社交媒体的数据评论,故事,喜欢,论坛,博客和反馈。因为有了这些组件,可以根据访客的愿望来开发旅游业。该研究旨在对设施进行排名\'旅游景点(趋势)和发展优先级。优先级和排名使用模糊AHP和AHP方法来确定权重标准和排名过程。排名最高的是公园/野餐地点的吸引力,并将其作为发展的优先事项。该方法的所有数据的平均值MSE为\ 0.0002,可用于该排名。

Tourism is an exciting thing to be visited by people in the world. Search for attractive and popular places can be done through social media. Data from social media or websites can be used as a reference to find current travel trends and get information about reviews, stories, likes, forums, blogs, and feedback from a place. However, if the search is done manually one by one, it takes a long time, and it becomes interesting to do research. So, searching based on current trends will be easier and faster. For this reason, this study uses a computer base to search by ranking tourist facilities from social media data or websites using the multi-criteria decision-making (MCDM) method. The implementation of the method used in finding the trend is the Fuzzy-AHP method in comparison with the AHP. The data used is data reviews, stories, likes, forums, blogs, and feedback from the web or social media. Because with these components, tourism can be developed according to visitors\'' wishes. The research aims to rank facilities\'' tourism attractions (trends) and development priorities. The priority and ranking used the fuzzy-AHP and AHP method to determine weight criteria and the ranking process. The highest ranking is on the Parks/Picnic Spots attraction, and make it a priority to develop. The methods have an average value MSE of all data is \approx 0.0002, which can be used for this ranking.

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