Category Archives: Foursquare Engineering Blog

Foursquare Engineering Blog

Finding Similar Venues in Foursquare

Foursquare has a deep collection of more than 65 million venues. One of the signals we use to help users discover new places they’ll love is similar venues. Similar venues not only powers the features shown below, but is also … Continue reading

Improving Language Detection

At Foursquare, we attempt to personalize as much of the product as we can. In order to understand the more than 70 million tips and 1.3 billion shouts our users have left at venues, each of those pieces of text … Continue reading

Personal recommendations for the Foursquare homescreen

Earlier this summer, we shipped an update to Foursquare on Android and iOS focused on giving each user a selection of “top picks” as soon as they open the app. Our goals with this new recommendation system were to improve … Continue reading

How the World Looks to Your Phone

[Cross-posted from a Quora answer I wrote here.] One of Foursquare’s most useful features is its ability to send you just the right notification at just the right time, whether it’s visiting a new restaurant, arriving in a city, or … Continue reading

Managing Table and Collection Views on iOS

As most iOS developers can tell you, dealing with UITableView or UICollectionView can be a pain. These UIKit views form the basis of most iOS apps, but the numerous callback methods that you have to coordinate can be a hassle … Continue reading

Gson Gotchas on Android

This is Part 2 in our 2 part series on latency. In Part 1, we discuss some techniques we use for measuring latency at Foursquare. Here we’ll discuss some specific Gson related changes we made to improve performance in our … Continue reading

Measuring user perceived latency

At Foursquare, tracking and improving server-side response times is a problem many engineers are familiar with. We collect a myriad of server-side timing metrics in Graphite and have automated alerts if server endpoints respond too slowly. However, one critical metric … Continue reading

Geographic Taste Uniqueness

Last August we launched Tastes to help our users customize their local search experience. Taste tags like “trendy place”, “pork buns”, or “romantic restaurant” not only help users find the kinds of places they like when out and about, but … Continue reading

Announcing the first Foursquare API Demo Day!

Every couple of weeks we have an internal demo day – an hour where people demo things they’ve been working on to the rest of the company. Demos can be anything from a prototype app feature to a cool data visualization … Continue reading

Exploring the Foursquare ‘Taste Map’

In order to deliver great personalized local recommendations, Foursquare needs to understand not only which places are the best, but also what makes places all over the world different from each other. Whether it’s a dive bar with great late … Continue reading