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A machine learning approach to cluster destination image on Instagram
16 references·4 citing·46 second hop
A machine learning approach to cluster destination image on Instagram (2021)A machine learning approach to cluster de…Discovering the tourists' behaviors and perceptions in a tourism destination by analyzing photos' visual content with a computer deep learning model: The case of Beijing (2019)Discovering the tourists' beh…Value co-creation and co-destruction in the Airbnb sharing economy (2017)Value co-creation and co-dest…The influence of social media on the consumers’ hotel decision journey (2017)The influence of social media…Information and Communication Technologies in Tourism 2017 (2017)Information and Communication…The influence of destination image and tourist satisfaction on tourist loyalty: a case study of Chinese tourists in Korea (2016)The influence of destination …Online destination image: Comparing national tourism organisation's and tourists' perspectives (2016)Online destination image: Com…Marketing Analytics for Data-Rich Environments (2016)Marketing Analytics for Data-…The social construction of tourism online destination image: A comparative semiotic analysis of the visual representation of Seoul (2015)The social construction of to…Extracting and understanding urban areas of interest using geotagged photos (2015)Extracting and understanding …What can big data and text analytics tell us about hotel guest experience and satisfaction? (2014)What can big data and text an…Exploring the travel behaviors of inbound tourists to Hong Kong using geotagged photos (2014)Exploring the travel behavior…Social Media in Tourism and Hospitality: A Literature Review (2013)Social Media in Tourism and H…The Tourist Gaze 3.0 (2011)The Tourist Gaze 3.0First and Repeat Visitor Behaviour: GPS Tracking and GIS Analysis in Hong Kong (2011)First and Repeat Visitor Beha…Modeling Tourist Movements (2006)Modeling Tourist MovementsPROJECTED DESTINATION IMAGE ONLINE: WEBSITE CONTENT ANALYSIS OF PICTURES AND TEXT (2005)PROJECTED DESTINATION IMAGE O…Research on ancient town style construction strategies based on coupled quantitative analysis of AI visual recognition and scenic beauty evaluation (2025)Research on ancient town styl…Analysis of Instagram Users’ Movement Pattern by Cluster Analysis and Association Rule Mining (2022)Analysis of Instagram Users’ …A framework for quantitative analysis and differentiated marketing of tourism destination image based on visual content of photos (2022)A framework for quantitative …Designing experiences in the age of human transformation: An analysis of Burning Man (2021)Designing experiences in the …Citizens as sensors: the world of volunteered geography (2007)The wisdom hierarchy: representations of the DIKW hierarchy (2007)OpenStreetMap: User-Generated Street Maps (2008)Beyond Word2vec: An approach for urban functional region extraction and identification by combining Place2vec and POIs (2018)Social Media data: Challenges, opportunities and limitations in urban studies (2018)Work and the Nature of Man. 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References

  • 2011The Tourist Gaze 3.01,649 cited
  • 2013Social Media in Tourism and Hospitality: A Literature Review1,554 cited
  • 2016Marketing Analytics for Data-Rich Environments1,255 cited
  • 2014What can big data and text analytics tell us about hotel guest experience and satisfaction?949 cited
  • 2006Modeling Tourist Movements571 cited
  • 2014Exploring the travel behaviors of inbound tourists to Hong Kong using geotagged photos371 cited
  • 2017Value co-creation and co-destruction in the Airbnb sharing economy349 cited
  • 2017Information and Communication Technologies in Tourism 2017322 cited
  • 2019Discovering the tourists' behaviors and perceptions in a tourism destination by analyzing photos' visual content with a computer deep learning model: The case of Beijing318 cited
  • 2015Extracting and understanding urban areas of interest using geotagged photos310 cited
  • 2016Online destination image: Comparing national tourism organisation's and tourists' perspectives302 cited
  • 2005PROJECTED DESTINATION IMAGE ONLINE: WEBSITE CONTENT ANALYSIS OF PICTURES AND TEXT277 cited
  • 2016The influence of destination image and tourist satisfaction on tourist loyalty: a case study of Chinese tourists in Korea273 cited
  • 2015The social construction of tourism online destination image: A comparative semiotic analysis of the visual representation of Seoul

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270 cited
  • 2011First and Repeat Visitor Behaviour: GPS Tracking and GIS Analysis in Hong Kong259 cited
  • 2017The influence of social media on the consumers’ hotel decision journey241 cited
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    • 2025Research on ancient town style construction strategies based on coupled quantitative analysis of AI visual recognition and scenic beauty evaluation8 cited
    • 2022Analysis of Instagram Users’ Movement Pattern by Cluster Analysis and Association Rule Mining7 cited