Definition
A Point of Interest (POI) is a specific geographic location with associated attribute data that users find useful or noteworthy. POIs are the building blocks of digital maps, navigation systems, location-based services, and geographic analysis.
Categories
- Natural: Mountains, lakes, rivers, beaches, parks, viewpoints
- Built Environment: Buildings, addresses, monuments, bridges, towers
- Commercial: Restaurants, hotels, shops, gas stations, ATMs, malls
- Transportation: Stations, stops, airports, ports, trailheads, parking
- Services: Hospitals, pharmacies, police, post offices, schools, embassies
- Cultural/Historical: Museums, temples, ruins, landmarks, heritage sites
- Recreational: Trailheads, campsites, golf courses, marinas, ski lifts
Data Structure
Each POI typically includes: coordinates (lat/long), name, category, address, contact info, hours, description, photos, reviews, ratings, and metadata (source, last update, access restrictions).
Sources
- Authoritative: Government surveys, postal services, cadastral data
- Commercial: TomTom, HERE, Google, Yelp, TripAdvisor, Foursquare
- Crowdsourced: OpenStreetMap, Wikidata, user contributions
- Specialized: Michelin (restaurants), IATA (airports), UNESCO (heritage)
Applications
Navigation (turn-by-turn), local search ("coffee near me"), tourism apps, real estate (walk scores), logistics (delivery optimization), urban planning (accessibility analysis), emergency response (nearest hospital), AR/location-based games.
Data Quality Challenges
Accuracy, currency, completeness, duplicate resolution, category consistency, multilingual names, access restrictions, seasonal/temporary POIs.