Leisure agricultural tourism recommendation method and system, electronic equipment and storage medium

Abstract

The invention provides a leisure agricultural tourism recommendation method and a system, electronic equipment and a storage medium. The method comprises the steps of dividing users in information into different groups by using a clustering method according to scoring information of the users on tourism websites for scenic spots, taking central values of the groups as filling values of items whichare not scored, and preliminarily predicting scores by using scoring information of similar groups; inputting the text information into a pre-trained deep cooperative neural network to generate a scenic spot recommendation strategy; and determining a final recommendation list by collecting context awareness information such as a current city of the user, a user position with latitude and longitude, weather and the like and integrating geographical distance and weather conditions. According to the method, users are clustered by adopting a clustering algorithm, non-scored items are filled, theproblem of data sparsity is improved, the leisure agricultural tourism recommendation effect is improved through text mining, and finally personalized recommendation services are further provided fortourists by adopting context awareness information.

Description

technical field [0001] The invention belongs to the technical field of leisure agricultural tourism, and in particular relates to a leisure agricultural tourism recommendation method, system, electronic equipment and storage medium. Background technique [0002] Leisure agricultural tourism first emerged in developed countries in Europe. It is a tourism activity that uses rural space and agricultural landscapes to attract tourists to visit, watch, experience, relax, taste, and shop. It develops tourism products based on agricultural resources. It is also an emerging industry that provides tourists with the combination of agriculture and tourism. Agriculture is a typical feature of leisure agricultural tourism. [0003] With the people's income getting higher and higher, tourism has enriched the leisure life of the people and has become a new way of life for the people. Accompanied by the acceleration of urbanization in our country and the emphasis on ecological environment ...

AI Technical Summary

Problems solved by technology

However, there is relatively little information on leisure agricultural tourism, there is a serious problem of data sparsity, and users are greatly affected by factors such as appearance time and weather, it is often difficult for users to make efficient choices

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