Fuzzy Keywords-Driven Public Sports Resource Allocation Strategies Retrieval With Privacy-Preservation

Abstract

Currently, the government proposes various public sports resource allocation strategies to promote the construction of public sports in the local. Thus, searching for the document database becomes an economic and efficient way for government officials to understand the contents of various public sports resource allocation strategies. As the government officials lack background knowledge of public sports resource allocation, the government officials are hard to retrieve appropriate documents. What's more, the document database is generally unwilling to share all text document information with the government official as some documents contain sensitive data information. Considering the above drawbacks, we put forward a fuzzy keywords-driven public sports resource allocation strategies retrieval approach based on the Simhash (named PSRASk+S) in the paper. The retrieval approach can accurately recommend appropriate documents to the government officials, by using the text description mining of documents and the fuzzy keywords search technology. Furthermore, the retrieval process is not revealing the sensitive data information of the irrelevant public sports resource allocation strategy document to the government officials, so the retrieval process can achieve local information protection mechanism. Finally, a case study explains the feasibility and effectiveness of our retrieval approach step by step.

Allocation and Optimization of Public Sports Facilities Resources in International Tourist Cities Based on Fuzzy Multicriteria Decision-Making Algorithm

“…In the calculation process of the neural network, it mainly involves two parameter quantities of weight and bias. Equation (9) shows the derivation of the weights. Whether it is a forward propagation or a backpropagation process, it will involve this derivation process.…”

“…Its selection is mainly based on factors such as the local economic level and the needs of residents, and it needs to consider its own international influence [7,8]. For international tourist cities, the layout and decision-making of public sports facilities must be based on various aspects such as differences in preferences and participation of people from all over the world [9]. Public sports facilities in international tourist cities also need to consider displaying the local culture of the country through public sports facilities as much as possible [10].…”