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RISK ASSESSMENT IN TOURISM SYSTEM USING A FUZZY SET AND DOMINANCE-BASED ROUGH SET

机译:模糊集和基于优势的粗糙集在旅游系统中的风险评估

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摘要

The purpose of this study is to identify risks, discover rule base structure and the impact of risks by knowledge base system design in one of the Iran tourism destination. Based on tourism system approach, the factors of risks are divided in two dimensions: internal risks and external risks and seven criteria: political, economic, cultural-social, technological, environmental-health, functional and safe-security. Data were analyzed by fuzzy inference system and Dominance-based Rough Set Approach (DRSA) synthesizing to construction of forecasting risk assessment system. Tourists' perspectives towards the possibilities of risks were first assessed within seven risk factors and converted into a systematic structure within the structure of rough sets. Designing of a fuzzy expert system was dealt with using the created knowledge database. Then, the system's sensitivity analysis was examined. The results indicate that the system can be a good way to estimate the risks and their fluctuation rates and impacts on the development of tourism destinations. The technological, social, functional and safety-security risks had the highest values in the system designed for minimum travel repeatability. The research suggests that it is important impact of risks and their interaction with each other on the future development of tourism destination.
机译:这项研究的目的是通过伊朗旅游目的地之一的知识库系统设计来识别风险,发现规则库结构和风险影响。根据旅游系统方法,将风险因素分为两个维度:内部风险和外部风险,以及七个标准:政治,经济,文化社会,技术,环境健康,功能和安全保障。通过模糊推理系统和基于优势的粗糙集方法(DRSA)综合分析数据,构建预测风险评估系统。首先,在七个风险因素中评估了游客对风险可能性的看法,然后将其转换为粗糙集结构中的系统结构。使用创建的知识数据库来处理模糊专家系统的设计。然后,检查了系统的灵敏度分析。结果表明,该系统是估算风险及其波动率及其对旅游目的地发展的影响的良好方法。技术,社会,功能和安全保障风险在系统设计中具有最高的价值,旨在使旅行重复性达到最低。研究表明,风险及其相互影响对旅游目的地的未来发展具有重要影响。

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