Hey folks! I'm diving into a project where I want to figure out how memorable specific numbers are. For instance, numbers like **1234** or **8888** are way easier to remember compared to **4937**. I'm looking for insights on how to create a **memorability score algorithm**. Here's what I'm thinking of:
* What's the best way to design a algorithm, even if it's rule-based?
* Should I think about using **machine learning** for this, and if so, what kind of dataset would be useful?
* Are there any existing research or heuristics I should consider regarding number memorability, like repeated digits, patterns, or cultural significance?
I'm already considering that repeating digits, sequences, and symmetry could score higher, while random-looking numbers would score lower. Has anyone worked on something similar? Would a handcrafted scoring system work better, or should I gather user ratings to train a model? Any advice would be awesome!
2 Answers
You might want to start with some research on what's known as "nice numbers"; they're often considered aesthetically pleasing and can sometimes have cultural meanings attached to them, which could influence memorability. Also, I found an algorithm that helps generate pleasing axis labels which might give you some insights: [link](https://gist.github.com/Rarst/1175798).
You know, 4937 might not be as forgettable as you think. For many people, it could represent personal significance, like a birthday or a special date. If you're asking users to test your algorithm, definitely ask them why they remember certain numbers.
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