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Toward Characterizing Cities with Social Media Images Using Activity Recognition, Topic Modeling and Visualization
8 references·0 citing·48 second hopsampled
Toward Characterizing Cities with Social Media Images Using Activity Recognition, Topic Modeling and Visualization (2020)Toward Characterizing Cities with Social …Venice through the Lens of Instagram (2018)Venice through the Lens of In…The WWW (and an H) of Mobile Application Usage in the City (2018)The WWW (and an H) of Mobile …Diversity of indoor activities and economic development of neighborhoods (2018)Diversity of indoor activitie…Description and characterization of place properties using topic modeling on georeferenced tags (2018)Description and characterizat…Using deep learning and Google Street View to estimate the demographic makeup of neighborhoods across the United States (2017)Using deep learning and Googl…How to Study the City on Instagram (2016)How to Study the City on Inst…Measuring tourist activities in cities using geotagged photography (2014)Measuring tourist activities …Using social media to quantify nature-based tourism and recreation (2013)Using social media to quantif…The Tourist Gaze: Leisure and Travel in Contemporary Societies (1990)The Tourist-Historic City (2000)Journal of Spatial Information Science (2011)Identification of tourist hot spots based on social networks: A comparative analysis of European metropolises using photo-sharing services and GIS (2015)The use of tracking technologies in tourism research: the first decade (2016)Tourists’ digital footprint: The spatial patterns of tourist flows in Qingdao, China (2020)Is It Really Just a Social Construction?: The Contribution of the Physical Environment to Sense of Place (2003)A Global Perspective on Trends in Nature-Based Tourism (2009)Six Provocations for Big Data (2011)What can big data and text analytics tell us about hotel guest experience and satisfaction? (2014)Nature Contact and Human Health: A Research Agenda (2017)Nature and mental health: An ecosystem service perspective (2019)Habits of the Heart: Individualism and Commitment in American Life (1986)American Apartheid: Segregation and the Making of the Underclass. (1993)CRITICAL QUESTIONS FOR BIG DATA (2012)Natural Scales in Geographical Patterns (2017)Reassembling the city through Instagram (2017)Social Media data: Challenges, opportunities and limitations in urban studies (2018)What type of vehicle do people drive? The role of attitude and lifestyle in influencing vehicle type choice (2004)Quantitative Analysis of Culture Using Millions of Digitized Books (2010)Predicting poverty and wealth from mobile phone metadata (2015)Algorithms at Work: The New Contested Terrain of Control (2019)GeoAI: spatially explicit artificial intelligence techniques for geographic knowledge discovery and beyond (2019)Street view imagery in urban analytics and GIS: A review (2021)Limits of Predictability in Human Mobility (2010)Tourism and online photography (2010)What We Instagram: A First Analysis of Instagram Photo Content and User Types (2014)Instagramming nature-based tourism experiences: a netnographic study of online photography and value creation (2020)Seeing is visiting: discerning tourists’ behavior from landmarks in ordinary photos (2022)25 years of tourist tracking: a geographical perspective (2025)Local Spatial Autocorrelation Statistics: Distributional Issues and an Application (1995)A Survey Method for Characterizing Daily Life Experience: The Day Reconstruction Method (2004)Jupyter Notebooks – a publishing format for reproducible computational workflows (2016)Tweets on the Go: Gender Differences in Transport Perception and Its Discussion on Social Media (2020)The impact of large-scale events: A difference-in-difference model for a Pokémon go safari zone event in Tainan and its effect on bikeshare systems (2021)Measuring the local complementarity of population, amenities and digital activities to identify and understand urban areas of interest (2022)The Death and Life of Great American Cities (1962)The Strength of Weak Ties (1973)The Death and Life of Great American Cities (2015)Quantifying Biases in Social Media Analysis of Recreation in Urban Parks (2020)A city of cities: Measuring how 15-minutes urban accessibility shapes human mobility in Barcelona (2021)No Walk in the Park: The Viability and Fairness of Social Media Analysis for Parks and Recreational Policy Making (2021)A Computer Movie Simulating Urban Growth in the Detroit Region (1970)5. The Practice of Everyday Life (2000)Citizens as sensors: the world of volunteered geography (2007)Predicting the environment from social media: A collective classification approach (2020)Perceiving Residents’ Festival Activities Based on Social Media Data: A Case Study in Beijing, China (2021)A data-driven perspective for sensing urban functional images: Place-based evidence in Hong Kong (2022)
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References

  • 2013Using social media to quantify nature-based tourism and recreation770 cited
  • 2017Using deep learning and Google Street View to estimate the demographic makeup of neighborhoods across the United States547 cited
  • 2014Measuring tourist activities in cities using geotagged photography139 cited
  • 2016How to Study the City on Instagram98 cited
  • 2018Venice through the Lens of Instagram22 cited
  • 2018The WWW (and an H) of Mobile Application Usage in the City21 cited
  • 2018Description and characterization of place properties using topic modeling on georeferenced tags19 cited
  • 2018Diversity of indoor activities and economic development of neighborhoods12 cited

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