Campus ID News
Card, mobile credential, payment and security
FEATURED
PARTNERS
College crowd 1

Cornell considers app that predicts traffic at campus locations

Andrew Hudson   ||   Dec 07, 2018  ||   

A Cornell University Design & Tech Initiative plans to launch a mobile app that can inform students of the foot traffic at key campus locations like dining halls and libraries.

As reported by the Cornell Sun, the Density app will be available on both the App Store and Google Play and is the brainchild of a trio of Cornell students. Density provides a simple, easy to navigate interface for students to view both live and historical data for the “busyness” of dining locations on campus.

The app will use an algorithm that leverages student ID card swipes and historical data to approximate the traffic of each location. It's an algorithm that the student developers are continuing to build out.

“Knowing how many people were coming in and buying things wasn’t enough,” said Raymone Radi, one of the app’s developers, in a Cornell Sun interview. “We didn’t know how many people actually sat down after they got something or how many would just come and sit. We’re trying to tell students how busy a place is and it’s hard to do that without knowing some other things than just transactions.”

The developers are drawing inspiration from popular navigation app, Waze. “We want to do the same thing with traffic flow,” said Andrew Xiao, product manager for Density. “We track the traffic flow of certain campus facilities in real time and then we report it to our users, which allows them to avoid crowded places and find the best places to go at the best time.”

Due to a short development timeline, the group has yet to test the app outside of the project team. The goal, however, is to have an iteration of the app ready for the campus community before finals week, as it's a time when popular campus locations are at their busiest and will provide a good test for Density.

Real-time traffic and data collected from ID card swipes isn't completely accurate at the moment as the algorithm is still being honed. But the app can pull from historical data to, as an example, illustrate the foot traffic of a campus location for all Fridays that have been measured in the past. The dev team hopes to improve the app’s accuracy over time through user feedback.

While in the current iteration of the app this feedback will only be used by the team to refine the algorithm, the team hopes to eventually relay the crowdsourced information back to its users. Future features for the app include expanding to additional campus facilities such as libraries and campus rec centers.

|| TAGS:
Subscribe to our weekly newsletter

RECENT ARTICLES

Transact + CBORD names Greg Brown CEO, rebrands Illumia
Dec 03, 25 /

Transact + CBORD rebrand as Illumia, Greg Brown named CEO

The wait is over.  We finally know who will lead Transact + CBORD ... and what we will call the merged company. Greg Brown, a seasoned SaaS leader who served as prior CEO for Udemy and Reflektive, will take the reins on January 5. Illumia will be the new name following an official brand reveal […]
Marketing collage image
Dec 03, 25 /

Smart, low-cost strategies to promote card services across campus

Promoting campus card services doesn’t require a formal marketing team – just strategic use of existing tools, strong campus partnerships, and a focus on simple, repeatable workflows. Insights from NACCU members Courtney Petrizzi (University of Alabama), Jennifer Banfield (University of Florida), and Jessica Peterson (South Dakota State University) show how card offices can launch and […]
David Stallsmith, ColorID

Migrate identity management to a dedicated meta layer with CardExchange Cloud

In this episode of CampusIDNews Chats, David Stallsmith, Director of Product Management at ColorID, discusses the company’s CardExchange Cloud solution. He says it is transforming credential management in higher education and other markets. The platform is designed to manage the full identity lifecycle – from initial creation to termination. This includes issuing and replacing cards, […]
CIDN logo reversed
The only publication dedicated to the use of campus cards, mobile credentials, identity and security technology in the education market. CampusIDNews – formerly CR80News – has served more than 6,500 subscribers for more than two decades.
Twitter

Attn: friends in the biometrics space. Nominations close Friday for the annual Women in Biometrics Awards. Take five minutes to recognize a colleague or even yourself. http://WomenInBiometrics.com

Feb. 1 webinar explores how mobile ordering enhanced campus life, increased sales at UVA and Central Washington @Grubhub @CBORD

Load More...
Contact
CampusIDNews is published by AVISIAN Publishing
315 E. Georgia St.
Tallahassee, FL 32301
www.AVISIAN.com[email protected]
Use our contact form to submit tips, corrections, or questions to our team.
©2025 CampusIDNews. All rights reserved.