Selection and Exploration of Cultural and Creative Tourist Attractions Based on BP Network.

Nian Xing,Huihua Chen

doi:10.1155/2022/4386357

Abstract

In order to improve the selection and exploration effect of cultural and creative tourist attractions, this paper applies BP network to the selection and search of cultural and creative tourist attractions. Moreover, this paper improves the algorithm to promote the interrelation of cultural and creative industries and tourism industries to promote each other to form a complex and changeable dynamic system and proposes a personalized recommendation model for tourist attractions based on domain adaptation. Domain adaptation can effectively reduce the distribution difference between different data. In addition, this paper combines experimental research to verify the system model of this paper. The research results show that the cultural and creative tourist attractions selection search system based on the BP network proposed in this paper has a good selection effect of tourist attractions and has an important role in promoting the development of cultural and creative tourism.

Highlights

At present, creative products based on regional culture are mostly concentrated in art exhibitions and high-end crafts, which make the audience group smaller
Domestic and foreign scholars are doing more and more research studies on regional culture, but the design and application of regional cultural elements are in the initial stage. erefore, it is necessary to start with cultural elements and develop and design tourism cultural and creative products based on regional culture as the research content
The establishment of a regional cultural material library is conducive to the development of the cultural industry, thereby supporting the development and iteration of subsequent cultural creative products. ird, through the study of regional culture, establish a relevant cultural research system, explore relevant research methods and research models, and apply them to the design and research and development of cultural creative products to guide the development of cultural creative products, upgrades, and changes in the current market, so that the products are no longer low quality and low culture

Summary

Introduction

Creative products based on regional culture are mostly concentrated in art exhibitions and high-end crafts, which make the audience group smaller. Erefore, it is necessary to start with cultural elements and develop and design tourism cultural and creative products based on regional culture as the research content. The establishment of a regional cultural material library is conducive to the development of the cultural industry, thereby supporting the development and iteration of subsequent cultural creative products. Using regional cultural elements to develop cultural and creative products will help promote the public to understand regional culture and history and understand Chinese culture. Taking Baminjin series packaging design examples as the starting point, it explores research approaches suitable for Baminjin packaging design, and through the inheritance and development of Bamin regional culture, it reflects the value of cultural innovation and wins a better investment market. Is paper applies the BP network to the selection of cultural and creative tourist attractions and builds an intelligent system based on the actual situation to promote the further development of cultural and creative tourism

Related Work

Recommendation Algorithm Based on BP Neural Network Model

Figure 1

Notebook

Loss Function