Framework for Building Smart Tourism Big Data Mining Model for Sustainable Development

Abstract

How to combine big data (BD) technology with specific applications in the tourism industry to achieve sustainable development in the tourism industry is a development issue that needs to be addressed in the tourism industry today. In order to promote the development of smart tourism, this text constructed a BD mining model for sustainable smart tourism. In this paper, based on tourism data from 2010 to 2021, a regression model and an exponential curve model are constructed to forecast passenger traffic, and a tourism spatial dimension model is constructed to build a tourism data table, pre-process the data and construct a data mining (DM) model using a SQL Server model. The experimental part of the study conducts experimental research on cities applying smart tourism DM technology in three areas: foreign exchange earnings from the city’s tourism industry, jobs in the tourism industry and the development of tourism-related industries. The results showed that the application of smart tourism DM technology can improve the foreign exchange income (FEI) of urban tourism, increase employment in tourism and drive the development of tourism-related industries. Compared with 2010, the tourism FEI of the four cities would increase by more than 70% in 2021.

Leveraging Local Value in a Post-Smart Tourism Village to Encourage Sustainable Tourism

“…Concerning digital skills for smart tourism destination development, the success indicators were the ability to acquire and use digital information for image-building, including the creation of digital business platforms [53]. Additionally, the application of smart tourism data-mining technology could improve foreign exchange income (FEI) in urban tourism, increase employment in tourism, and drive the development of tourism-related industries by more than 70% within ten years [56]. Several previous studies on the concept of digital competence in smart tourism destinations were needed to deepen the theory of digital skills.…”

Refining Web-Based Job Search through Goal-Directed Design Improvement

“…To represent these elements, the Common Element Sets design system is employed. Common Element Sets encompasses a collection of commonly used user interface elements that appear in multiple User Interface designs [27]. These visual elements serve as a reference for the components that will be used in the creation and arrangement of wireframe design.…”

Using Social Media Data to Research the Impact of Campus Green Spaces on Students’ Emotions: A Case Study of Nanjing Campuses

“…As the application of big data technology in sustainable urban development is becoming increasingly mature, scholars continue to conduct research in the fields of urban planning, transportation management, and smart tourism [14][15][16][17][18][19][20][21][22]. In recent years, as a hotspot in the discipline of urban planning, planning methods based on big data technology have yielded many research results both at home and abroad [23][24][25]; however, their research and practical application in green spaces have just begun.…”