Welcome to Day 2 of Math and the Mouse 2026!
The first decision making framework that we have is called “The Similarity Matching Problem”. Have you ever finished a show on Netflix and a screen popped up recommending different shows you might like? The problem Netflix is solving here is that you are done with a show and you need something new to watch. Netflix has collected all the data of the shows and movies that you have watched, and which ones you have liked and disliked, and they do this with everyone! With this data they create groups by matching those with similar interests, so when you see a show the Netflix is recommending just for you, it's because someone who has similar taste to you has watched and liked that show. This is done using fun but complicated mathematical models, but we aren't the type of blog writers to bore you with that.
After class, we had lunch and ventured into Magic Kingdom. As a group we went to Space Mountain, It’s a Small World, Pirates of the Caribbean, and Big Thunder Mountain, and as you can see from the picture above, Dr. Hutson was enthusiastic about It's a Small World. Riding rides was not all we did, in between we began discussing upcoming projects and ideas.
Speaking of projects, after initially riding Space Mountain, the group took a quick detour underneath one of the overpasses. Here, we took another group picture and started discussing one of our first projects: Queue Data Collection. In this mini project, we will soon be rope dropping Magic Kingdom and calculating lots of data points including time from entering queue to starting the ride, every person exiting the ride, time interval between consecutive dispatches, and other meaningful factors. In order to accomplish this task, we divided into two groups randomly to gather data for both Tron and Big Thunder Mountain at rope drop. Some found out they were able to ride some of the biggest rides at rope drop and were ecstatic while others reluctantly accepted their necessary roles.
Next, we took a break after riding Big Thunder Mountain Railroad to discuss the placement for each person for the Data Collection project to visualize the incoming game plan, pictured above. Additionally, we discussed our first main project, the Mobile Mickey Bar Stand Ice Cream Stand. This project will focus on attempting to optimize and map out a location for a new mobile Mickey bar stand to rotate around the park. After introducing the concept, we were divided into four groups: CL3 East, CL3 West, CL7 East, and CL7 West. Since it is centered within Magic Kingdom, the park is divided into East and West sides where the individual groups will be focused solely on their side initially. Further, the CL3 or CL7 indicates the crowd level or density of people in the park where a higher number indicates more people. After giving this brief overview, the group was able to explore the park without the professors for the first time.
Initially, the entire group agreed to adjourn dinner and wait in line for the Seven Dwarves Mine Train, but this plan soon caused divides as wait times went up during our approach. This led to a split where a group of 4 waited for Tron, and others stuck it out for 7D. For those that stayed, we gathered for a Mickey Bar group sweet treat to cherish our unity as we made our way towards the Under the Sea Little Mermaid ride and dinner. For the group that fractured to Tron, popcorn and soda was their dinner, but the others dined at Cosmic Ray’s Starlight Cafe until a sudden GroupMe notification halted the refueling.
The notification explained that a select few were able to get into a boarding group for Tiana’s Bayou Adventure Lightning Lane prior to reuniting at Buzz Lightyear’s Space Ranger Spin. In that group, only three were able to ride, and they made sure to get the 0.5 to prove it.
After meeting with the professors again, the group also rode Haunted Mansion before scurrying out of the park to avoid the immense firework traffic that followed behind. Today was full of decisions, both for the group and the individual. Together, all of these decisions helped to strengthen bonds and communities that have already begun forming, but future projects and decisions will help analyze what is best for the Mouse.
Today's blog was written by Julia Torres and Ashton Holt!
