Last word count
[DONE] * Amount of paragraphs (number of times /n is used)
Create time series features and then aggregate them
Time it took to write
Did they review (reread) what they wrote?
Distance of mouse movement
Angle of mouse movement
Movement around essay with non mouse movement
Different common patterns of activities (Maybe take a look at X sized window of actions and determine which ones are more commmon amongst different scoring groups)
[DONE] * Essay structure reconstruction
What is the structure of the essay
Average size of
Usage of punctuation
Double quotations --> How many citations are there?
Square brackets --> References
Time allocation
What is the average time of their pauses?
What is the pattern of the pauses?
What is the patterns/length of pauses at the beginning of the essay writing?
What is the patterns/length of pauses at the end of the essay writing?
Perform clustering on the features in order to try and seperate them into 4 groups (4 prompts)
perplexity --> LLM scores
Words per minute --> Speed of typing
Introduction is for the end
Can you isolate when the paragraphs were written in the course of the total time of the essay writing)
Dump of feature ideas: