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Where Is the Soho of Rome? Measures and Algorithms for Finding Similar Neighborhoods in Cities
5 references·12 citing·51 second hopsampled
Where Is the Soho of Rome? Measures and Algorithms for Finding Similar Neighborhoods in Cities (2021)Where Is the Soho of Rome? Measures and A…The Livehoods Project: Utilizing Social Media to Understand the Dynamics of a City (2021)The Livehoods Project: Utiliz…Exploring Millions of Footprints in Location Sharing Services (2021)Exploring Millions of Footpri…Hoodsquare: Modeling and Recommending Neighborhoods in Location-based Social Networks (2013)Hoodsquare: Modeling and Reco…Hierarchical geographical modeling of user locations from social media posts (2013)Hierarchical geographical mod…Bridging the gap between physical location and online social networks (2010)Bridging the gap between phys…From intangible to tangible: The role of big data and machine learning in walkability studies (2024)From intangible to tangible: …PredicTour: Predicting Mobility Patterns of Tourists Based on Social Media User’s Profiles (2022)PredicTour: Predicting Mobili…Google Places Enricher: A tool that Makes It Easy to Get and Enrich Google Places API Data (2022)Google Places Enricher: A too…Seniors’ Mobility and Perceptions in Different Urban Neighbourhoods: A Non-Aggregative Approach (2021)Seniors’ Mobility and Percept…Exploiting User and Venue Characteristics for Fine-Grained Tweet Geolocation (2018)Exploiting User and Venue Cha…The Effect of Population and "Structural" Biases on Social Media-based Algorithms (2017)The Effect of Population and …Targeted interest-driven advertising in cities using Twitter (2017)Targeted interest-driven adve…Social media knows what road it is: quantifying road characteristics with geo-tagged posts (2017)Social media knows what road …Quantifying Location Sociality (2017)Quantifying Location SocialityDynamiCITY: Revealing city dynamics from citizens social media broadcasts (2017)DynamiCITY: Revealing city dy…DeepCity: A Feature Learning Framework for Mining Location Check-Ins (2017)DeepCity: A Feature Learning …Modeling Urban Behavior by Mining Geotagged Social Data (2016)Modeling Urban Behavior by Mi…The Strength of Weak Ties (1973)The Benefits of Facebook “Friends:” Social Capital and College Students’ Use of Online Social Network Sites (2007)Understanding individual human mobility patterns (2008)Location-Based Social Networks: Users (2011)Accidental, open and everywhere: Emerging data sources for the understanding of cities (2013)Measuring Large-Scale Social Networks with High Resolution (2014)Bowling alone: the collapse and revival of American community (2000)Bowling Alone: The Collapse and Revival of American Community (2001)Uncovering Patterns of Inter-Urban Trip and Spatial Interaction from Social Media Check-In Data (2014)Participatory Cultural Mapping Based on Collective Behavior Data in Location-Based Social Networks (2016)The scaling laws of human travel (2006)Limits of Predictability in Human Mobility (2010)Geo-located Twitter as proxy for global mobility patterns (2014)Modeling User Activity Preference by Leveraging User Spatial Temporal Characteristics in LBSNs (2014)The promises of big data and small data for travel behavior (aka human mobility) analysis (2016)Discovering Urban Functional Zones Using Latent Activity Trajectories (2014)From mobile phone data to the spatial structure of cities (2014)Multiview Deep Learning for Predicting Twitter Users' Location (2017)Emotional maps based on social networks data to analyze cities emotional structure and measure their emotional similarity (2018)Scoping out urban areas of tourist interest though geolocated social media data: Bucharest as a case study (2022)Innovation Diffusion As a Spatial Process (1967)2013 NCHS Urban-Rural Classification Scheme for Counties. (2012)Weapons of Math Destruction: How Big Data Increases Inequality and Threatens Democracy (2016)From Big Data to Deep Learning: A Leap Towards Strong AI or ‘Intelligentia Obscura’? (2018)Gender-Inclusive Design (2018)Mitigating Bias in Algorithmic Systems—A Fish-eye View (2022)Friendship and mobility (2011)Discovering geographical topics in the twitter stream (2012)Hierarchical Discriminative Classification for Text-Based Geolocation (2014)Who, Where, When, and What (2015)Mining location from social media: A systematic review (2018)You are where you tweet (2010)Private traits and attributes are predictable from digital records of human behavior (2013)LCE: A Location Category Embedding Model for Predicting the Category Labels of POIs (2017)Epidemic zone of COVID-19 from social media using hypergraph with weighting factor (HWF) (2021)Human Mobility Identification by Deep Behavior Relevant Location Representation (2022)A Pure Theory of Local Expenditures (1956)Stability in Competition (1990)Investigating Neighborhood and Area Effects on Health (2001)Revealing the City That We Cannot See (2014)Tracking urban activity growth globally with big location data (2016)State of the Geotags: Motivations and Recent Changes (2017)Neighborhood-Based Differences in Physical Activity: An Environment Scale Evaluation (2003)Beyond the hype: Big data concepts, methods, and analytics (2014)Machine Learning: Algorithms, Real-World Applications and Research Directions (2021)Decoding the spatial effects of walkability on walking behavior among older adults by integrating big data and small data (2024)The Fundamental Issues and Development Trends of AI-Driven Transformations in Urban Transit and Urban Space (2025)Unlocking the power of machine learning in big data: a scoping survey (2025)Location-Based Service Insights: A Comprehensive Review of Data Mining Objects (2024)Culture Fingerprint: Identification of Culturally Similar Urban Areas Using Google Places Data (2025)Spatio-Temporal Tourist Behavior (STTB) under digital footprints: a systematic literature review (2025)
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References

  • 2021Exploring Millions of Footprints in Location Sharing Services685 cited
  • 2021The Livehoods Project: Utilizing Social Media to Understand the Dynamics of a City565 cited
  • 2010Bridging the gap between physical location and online social networks441 cited
  • 2013Hierarchical geographical modeling of user locations from social media posts108 cited
  • 2013Hoodsquare: Modeling and Recommending Neighborhoods in Location-based Social Networks64 cited

Cited by

  • 2017The Effect of Population and "Structural" Biases on Social Media-based Algorithms59 cited
  • 2022PredicTour: Predicting Mobility Patterns of Tourists Based on Social Media User’s Profiles35 cited
  • 2024From intangible to tangible: The role of big data and machine learning in walkability studies34 cited
  • 2016Modeling Urban Behavior by Mining Geotagged Social Data32 cited
  • 2017DeepCity: A Feature Learning Framework for Mining Location Check-Ins21 cited
  • 2017Quantifying Location Sociality19 cited
  • 2018Exploiting User and Venue Characteristics for Fine-Grained Tweet Geolocation19 cited
  • 2017Targeted interest-driven advertising in cities using Twitter15 cited
  • 2021Seniors’ Mobility and Perceptions in Different Urban Neighbourhoods: A Non-Aggregative Approach11 cited

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  • 2017DynamiCITY: Revealing city dynamics from citizens social media broadcasts10 cited
  • 2022Google Places Enricher: A tool that Makes It Easy to Get and Enrich Google Places API Data6 cited
  • 2017Social media knows what road it is: quantifying road characteristics with geo-tagged posts5 cited