1. Snapshots of nature: Harnessing Flickr data to frame sustainable brand positioning strategies for Thailand's national parks
- Author
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Taecharungroj, Viriya, Vasiljević, Đorđije, and Pattaratanakun, Ake
- Abstract
National parks, crucial for nature-based tourism, often grapple with balancing marketing and sustainability objectives. Destination brand positioning offers a solution, yet techniques leveraging social media data for strategic positioning remain scarce. This research introduces a method, using Flickr photos, to: (a) identify the key features that define the brand identity of Thailand's national parks, (b) develop a categorical framework to group these parks based on their features and (c) uncover the distinctive features that differentiate parks within each identified category. Utilising Google Cloud Vision AI and LDA topic modelling, 51,387 photos across 125 parks were analysed, revealing 11 topics. K-Means clustering, supplemented by an innovative associative word analysis, discerned five park categories, and the distinctive features of each park. The findings advocate for Thai national parks to adopt strategies including brand positioning, repositioning, demarketing, and collaborative branding to harmoniously bridge sustainability and market demands.
- Published
- 2024
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