1. Smart Cities in Stars: Food Perceptions and Beyond
- Author
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Yannis Ioannidis, Dimitris Gkoumas, Panagiota Koltsida, Dimitris Pappas, Maria Pontiki, Eleni Toli, and Haris Papageorgiou
- Subjects
Topic model ,Focus (computing) ,Point of interest ,media_common.quotation_subject ,05 social sciences ,Sentiment analysis ,Food Experiences ,Topic Modelling ,Advertising ,Context (language use) ,02 engineering and technology ,Data science ,Original data ,Geography ,Perception ,11. Sustainability ,Sentiment Analysis ,0202 electrical engineering, electronic engineering, information engineering ,020201 artificial intelligence & image processing ,0509 other social sciences ,050904 information & library sciences ,Tourism ,Urban Sensing ,media_common - Abstract
Citizens are shaping their food preferences and expressing their food experiences on a daily basis reflecting their way of living, culture and well-being. In this paper, we focus on food perceptions and experiences in the context of smart citizen and tourist sensing. We analyze Foursquare user reviews about food-related points of interest in ten European cities, and we explore the imprint of a city as it is shaped based on the spatial distribution of food-related topics and sentiments. The topic modelling and sentiment analysis results are visualized using geo-referenced heat maps that enrich the cities maps with information that allows for a more insightful navigation across their different geographical regions providing insights not available in the original data.
- Published
- 2017
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