Sustainability · 2020 · 195 citations · 75 references
Social SciencesGeographyTourism ManagementRural DevelopmentSustainability ScienceTourismEnvironmental SustainabilityRural EnvironmentSustainability GeographySustainable TourismHierarchical ClusteringHierarchical Spatial ClusteringImpactsRural SustainabilityScientific Literature MiningSustainable Development Integration
Scholars agree agritourism balances tourist and rural community needs, offering economic and social development while reducing environmental impacts. The paper seeks a holistic view of agritourism perspectives to support sustainable rural development. A systematic review using LDA text mining and hierarchical clustering identified main topics and themes, then analyzed strengths and weaknesses of the literature.
Scholars from different perspectives agree that agritourism can be the right tool to balance the needs of tourists with those of rural communities, offering real opportunities for economic and social development, while mitigating undesirable impacts on the environment. This paper aims to provide a holistic outlook of the different perspectives under which scientific literature deals with the topic of agritourism as a means to support the sustainable development of rural areas. To reach this aim, we performed a systematic review of the scientific literature in order to point out the linkages between agritourism and sustainability. We analyzed papers through a text mining solution based on the Latent Dirichlet Allocation (LDA) technique to point out the main topics around which the scientific literature on agritourism and sustainability has grown. Topics are further categorized in themes by means of an agglomerative hierarchical clustering procedure. Results are further analyzed to highlight the strengths and weaknesses of the current streams of the literature.
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David M. Blei · Communications of the ACM · 2012 · 5.5K citations
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Jonathan Chang, Sean Gerrish, Chong Wang et al. · 2009 · 1.9K citations
Producing a systematic review.
David Denyer, David Tranfield · 2009 · 1.3K citations
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