Journal of Applied Science and Engineering

Published by Tamkang University Press


Impact Factor



Chunlian Liu This email address is being protected from spambots. You need JavaScript enabled to view it.

Guilin Tourism University, Guilin, Guangxi, 541006.


Received: January 23, 2021
Accepted: July 14, 2021
Publication Date: August 29, 2021

 Copyright The Author(s). This is an open access article distributed under the terms of the Creative Commons Attribution License (CC BY 4.0), which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are cited.

Download Citation: ||  


In order to build an intelligent tourism innovation ability evaluation system, this paper uses data mining technology to mine tour-ism information, combines modern people’s tourism needs to construct a regional innovation ability evaluation system, and detects the effect of data mining with the support of logistic regression analysis. Moreover, this paper uses the life cycle theory framework to analyze the life cycle stages of regional tourism destinations, analyzes the internal factors that form the characteristics and laws of specific stages, and takes timely measures to artificially control and adjust the problems that need attention. In addition, this paper constructs an evaluation system of tourism innovation capability with intelligent effects. On this basis, this paper combines experimental analysis to evaluate the system constructed in this paper, and takes Guilin regional tourism as an example to perform the analysis. The research results show that the system constructed in this paper has a certain effect, and the corresponding suggestions are given.

Keywords: Big data analysis; tourism innovation; ability evaluation; improvement strategy


  1. [1] H. Choo and D.-B. Park, (2018) “Potential for collaboration among agricultural food festivals in Korea for crossretention of visitors" Journal of Sustainable Tourism 26(9): 1499–1515.
  2. [2] J.-I. Lee and J.-W. Kwon, (2017) “Strategy and Basic Planning for Creating an Urban Agricultural Park-Focusing on Gosangol Village in Daegu City" Journal of the Korean Institute of Landscape Architecture 45(4): 23–34.
  3. [3] A. Flachs and P. Richards, (2018) “Playing development roles: The political ecology of performance in agricultural development" Journal of Political Ecology 25(1): 638–646. DOI: 10.2458/v25i1.23089.
  4. [4] J.-H. Park and C.-S. Oh, (2018) “The Utilization of Urban Park for the Activation of Rural Area-Focus on the Baelyeonje Nearby Tourism Resources Development, Gulye-gun" Journal of Korean Society of Rural Planning 24(3): 105–115.
  5. [5] N. Alphey and M. Bonsall, (2018) “Genetics-based methods for agricultural insect pest management" Agricultural and Forest Entomology 20(2): 131–140. DOI:10.1111/afe.12241.
  6. [6] J. Marcis, S. Bortoluzzi, E. de Lima, and S. da Costa, (2019) “Sustainability performance evaluation of agricultural cooperatives’ operations: a systemic review of the literature" Environment, Development and Sustainability 21(3): 1111–1126. DOI: 10.1007/s10668-018-0095-1.
  7. [7] N. Mueller, G. Fritz, P. Patton, S. Carmody, and E. Horton, (2017) “Growing the lost crops of eastern North America’s original agricultural system" Nature Plants 3: DOI: 10.1038/nplants.2017.92.
  8. [8] P. Turner, F. Ximenes, T. Penman, B. Law, C.Waters, T. Grant, M. Mo, and P. Brock, (2019) “Accounting for biodiversity in life cycle impact assessments of forestry and agricultural systems—the BioImpact metric" International Journal of Life Cycle Assessment 24(11): 1985–2007. DOI: 10.1007/s11367-019-01627-5.
  9. [9] I. Adama, A. Asaleye, A. Oye, and O. Ogunjobi, (2018) “Agricultural production in rural communities: Evidence from Nigeria" Journal of Environmental Management and Tourism 9(3): 428–438. DOI:10.14505/jemt.v9.3(27).04.
  10. [10] X. Duan, C.-s. Chan, and L. M. Marafa, (2019) “Does authenticity exist in cultural theme parks? A case study of Millennium City Park in Henan, China" Journal of Tourism and Cultural Change 17(3): 321–338.
  11. [11] S. Fitz-Koch, M. Nordqvist, S. Carter, and E. Hunter, (2018) “Entrepreneurship in the agricultural sector: A literature review and future research opportunities" Entrepreneurship: Theory and Practice 42(1): 129–166. DOI: 10.1177/1042258717732958.
  12. [12] J. Corder and E. Irlbeck, (2018) “Agricultural Communications Skills, Abilities and Knowledge Desired by Employers Compared to Current Curriculum: A Literary Review." Journal of Agricultural Education 59(4):177–193.



60th percentile
Powered by  Scopus

SCImago Journal & Country Rank

Enter your name and email below to receive latest published articles in Journal of Applied Science and Engineering.