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DeepMapper: A GeoAI Approach to Automate the VGI Mapping Workflow
13 references·0 citing·46 second hop
DeepMapper: A GeoAI Approach to Automate the VGI Mapping Workflow (2025)DeepMapper: A GeoAI Approach to Automate …ChatGPT as a mapping assistant: A novel method to enrich maps with generative AI and content derived from street-level photographs (2023)ChatGPT as a mapping assistan…Advances in geocomputation and geospatial artificial intelligence (GeoAI) for mapping (2023)Advances in geocomputation an…Centaur VGI: A Hybrid Human–Machine Approach to Address Global Inequalities in Map Coverage (2020)Centaur VGI: A Hybrid Human–M…GeoAI: spatially explicit artificial intelligence techniques for geographic knowledge discovery and beyond (2019)GeoAI: spatially explicit art…Open source data mining infrastructure for exploring and analysing OpenStreetMap (2018)Open source data mining infra…A Review of OpenStreetMap Data (2017)A Review of OpenStreetMap DataQuality Assessment of the Contributed Land Use Information from OpenStreetMap Versus Authoritative Datasets (2015)Quality Assessment of the Con…GIS-BASED ROUTE FINDING USING ANT COLONY OPTIMIZATION AND URBAN TRAFFIC DATA FROM DIFFERENT SOURCES (2015)GIS-BASED ROUTE FINDING USING…Positional accuracy analysis of Flickr and Panoramio images for selected world regions (2013)Positional accuracy analysis …Has OpenStreetMap a role in Digital Earth applications? (2013)Has OpenStreetMap a role in D…Mobile Visibility Querying for LBS (2010)Mobile Visibility Querying fo…How Good is Volunteered Geographical Information? A Comparative Study of OpenStreetMap and Ordnance Survey Datasets (2010)How Good is Volunteered Geogr…Citizens as sensors: the world of volunteered geography (2007)Citizens as sensors: the worl…Volunteered Geographic Information and Crowdsourcing Disaster Relief: A Case Study of the Haitian Earthquake (2010)Assuring the quality of volunteered geographic information (2012)Understanding the potential relationship between the socio-economic variables and contributions to OpenStreetMap (2014)Amateur or Professional: Assessing the Expertise of Major Contributors in OpenStreetMap Based on Contributing Behaviors (2016)Detecting and mapping slums using open data: a case study in Kenya (2018)Citizens as Voluntary Sensors: Spatial Data Infrastructure in the World of Web 2.0 (2007)Mapping the world's photos (2009)New trends in information search and their influence on destination loyalty: Digital destinations and relationship marketing (2017)A crowdsourced valuation of recreational ecosystem services using social media data: An application to a tropical wetland in India (2018)Using social media to estimate visitor provenance and patterns of recreation in Germany's national parks (2020)The world is flat: a brief history of the twenty-first century (2006)OpenStreetMap: User-Generated Street Maps (2008)Researching Volunteered Geographic Information: Spatial Data, Geographic Research, and New Social Practice (2011)Citizen Science and Volunteered Geographic Information: Overview and Typology of Participation (2012)A Coefficient of Agreement for Nominal Scales (1960)The Measurement of Observer Agreement for Categorical Data (1977)Towards an Automated Comparison of OpenStreetMap with Authoritative Road Datasets (2016)Crowdsourced geospatial data quality: challenges and future directions (2019)Platform Signaling for Generating Platform Content (2020)The ghost map : the story of London's most terrifying epidemic--and how it changed science, cities, and the modern world (2007)Crowdsourcing geographic information for disaster response: a research frontier (2010)Crowdsourcing, Citizen Science or Volunteered Geographic Information? The Current State of Crowdsourced Geographic Information (2016)Mapping and the Citizen Sensor (2017)A New Method for the Assessment of Spatial Accuracy and Completeness of OpenStreetMap Building Footprints (2018)OpenStreetMap history for intrinsic quality assessment: Is OSM up-to-date? (2019)Promoting an open research culture (2015)Evaluating OpenStreetMap’s Performance Potential for Level of Traffic Stress Analysis (2019)Citizens’ Spatial Footprint on Twitter—Anomaly, Trend and Bias Investigation in Istanbul (2020)Geospatial openness: from software to standards & data (2020)Examining the Challenges of Scientific Workflows (2007)The Fourth Paradigm: Data-Intensive Scientific Discovery (2009)Social Sensing: A New Approach to Understanding Our Socioeconomic Environments (2015)A review of location encoding for GeoAI: methods and applications (2022)Autonomous GIS: the next-generation AI-powered GIS (2023)The ethics of using artificial intelligence in scientific research: new guidance needed for a new tool (2024)Geospatial big data handling theory and methods: A review and research challenges (2015)An optimal parameters-based geographical detector model enhances geographic characteristics of explanatory variables for spatial heterogeneity analysis: cases with different types of spatial data (2020)MapGPT: an autonomous framework for mapping by integrating large language model and cartographic tools (2024)GeoAI in Topographic Mapping: Navigating the Future of Opportunities and Risks (2025)Human-centered GeoAI foundation models: where GeoAI meets human dynamics (2025)Chapter 12: What does the Anthropocene hold for citizenship? (1905)Development and Distortion of Malaysian Public- Private Partnerships: Patronage, Privatised Profits and Pitfalls DOI: 10.1111/j.1467- 8500.2009.00655.x (2010)Opinion Paper: “So what if ChatGPT wrote it?” Multidisciplinary perspectives on opportunities, challenges and implications of generative conversational AI for research, practice and policy (2023)Correctness Comparison of ChatGPT ‐4, Gemini, Claude‐3, and Copilot for Spatial Tasks (2024)Generative Text-to-Image Diffusion for Automated Map Production Based on Geosocial Media Data (2024)Comparing the Spatial Querying Capacity of Large Language Models: OpenAI’s ChatGPT and Google’s Gemini Pro (2025)
this work references cited by second hop

References

  • 2007Citizens as sensors: the world of volunteered geography4,544 cited
  • 2010How Good is Volunteered Geographical Information? A Comparative Study of OpenStreetMap and Ordnance Survey Datasets1,640 cited
  • 2019GeoAI: spatially explicit artificial intelligence techniques for geographic knowledge discovery and beyond605 cited
  • 2017A Review of OpenStreetMap Data198 cited
  • 2015Quality Assessment of the Contributed Land Use Information from OpenStreetMap Versus Authoritative Datasets145 cited
  • 2023Advances in geocomputation and geospatial artificial intelligence (GeoAI) for mapping90 cited
  • 2013Positional accuracy analysis of Flickr and Panoramio images for selected world regions88 cited
  • 2023ChatGPT as a mapping assistant: A novel method to enrich maps with generative AI and content derived from street-level photographs46 cited
  • 2013Has OpenStreetMap a role in Digital Earth applications?44 cited
  • 2018Open source data mining infrastructure for exploring and analysing OpenStreetMap26 cited
  • 2010Mobile Visibility Querying for LBS18 cited
  • 2020Centaur VGI: A Hybrid Human–Machine Approach to Address Global Inequalities in Map Coverage17 cited
  • 2015GIS-BASED ROUTE FINDING USING ANT COLONY OPTIMIZATION AND URBAN TRAFFIC DATA FROM DIFFERENT SOURCES12 cited

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