Project Uses AI to Maximize Meal Delivery to Students in Need

A well-designed algorithm can help increase the efficiency of complex, and troublesome, transportation systems. In 2017, Boston Public Schools hosted a competition to redesign its complicated bussing system. The selected proposal, an algorithm created by PhD students, increased efficiency by 20% overall, helping BPD cut tons of carbon emissions and ease budget constraints. The savings will allow BPD to reinvest in its schools.

School districts and cities in California are looking to create their own local Wifi networks as a long-term solution to the digital divide, and an alternative to hotspots. Some are even becoming internet service providers themselves (ISP) — efforts, they say, that will make it easier to provide internet access to those who can’t afford it.

The Madison Metropolitan School District created a food delivery program so students could access meals during the pandemic when teaching became virtual. When they noticed only 15,000 meals were being delivered, a low number, they created changes to their meal distribution program. The district collaborated with Badger buses to deliver the school lunches, then at specific stops school officials would distribute the meals to students. After the changes, 50,000 meals were delivered.

Around 20% of high school students in rural Moulton Independent School District in Texas don't have the vital internet connection they need to complete their assignments. Students at Shiner Independent School District, also a rural area school, faced similar issues. Both districts teamed up with Guadalupe Valley Electric Cooperative, a non-profit utility company, which distributed 20 unlimited data hotspots to Moulton at a $40 monthly cost, as opposed to $200+ cost. Along with individual mobile hotspots, GVEC also turned the Shiner school parking lot into a larger hotspot.

An estimated one-in-three students in the Texas Panhandle is experiencing food insecurity. In Amarillo, Texas, a local food bank, and two school districts are feeding students. “Between Amarillo and Canyon school districts and the Kid’s Cafe, more than 41,000 meals are served every day, and more than one million meals were served through Amarillo ISD’s drive and walk-up food distribution sites in March and April.”

Undocumented parents face unique challenges to pandemic learning. Some don’t speak English or might not have access to Wi-Fi. To help, an activist in Michigan created an in-person learning hub for students of undocumented families in grades K thru 12. The hub was hosted in a church and provided 24 students with computers from the district, and support from teachers and tutors. The hub was funded through donations from the community.

High schools and colleges across California are turning to virtual campus tours and remote recruiting in order to appeal to college-bound students. College representatives are hosting Zoom sessions to connect with students and hosting college fairs online. Although the virtual aspect has decreased the excitement of being on campus in person, it has also widened accessibility to students who wouldn't have otherwise been able to attend for a variety of reasons.

A school district in Oregon took a multi-pronged approach to serving students their school lunches during the pandemic. Some of those things include curbside pickup, using buses to deliver food, and packing more than one meal per pickup. “We definitely saw a decline in the number of people we were able to serve, or who were coming out for meals, so we’re really trying to reach everyone to come get a meal.”

Companies like Gaggle are typically used by school districts to track student online behavior, but now they are tracking something else—self-harm. Machine learning flags words that might indicate a student is thinking of hurting themselves. “It gives us insight into what the student's thinking.” Gaggle identified 64,000 student references to suicide and self-harm. The company claims to have saved 927 student lives. In Mason City, districts receive alerts when a student’s search is flagged. “Nicole Pfirman says there have been a few times where she believes an alert saved a kid's life.”

With many women skipping routine mammograms due to COVID-19 restrictions, doctors at Massachusetts General Hospital are using an artificial intelligence algorithm to identify those at risk for developing breast cancer. The approach has proved successful in multiple instances, with those flagged by the algorithm three times as likely to develop cancer. “What the AI tools are doing is they're extracting information that my eye and my brain can't,” a doctor using the tool explained.