This file combines
https://sites.google.com/site/assistmentsdata/home/assistment-2009-2010-data/non-skill-builder-data-2009-10
and
https://sites.google.com/site/assistmentsdata/home/assistment-2009-2010-data/skill-builder-data-2009-2010
----------------------------------------
In you are using this data set in a publication then please site this exact (https://sites.google.com/site/assistmentsdata/home/assistment-2009-2010-data/combined-dataset-2009-10) URL so folks can know which assistment data set you used.
Feng, M., Heffernan, N.T., & Koedinger, K.R. (2009). Addressing the assessment challenge in an Intelligent Tutoring System that tutors as it assesses. The Journal of User Modeling and User-Adapted Interaction, 19, 243-266.
Get the data
It was stored here
http://web.cs.wpi.edu/~zpardos/datasets/assistments_2009_2010.zip
But is now hosted here
https://drive.google.com/open?id=0B2X0QD6q79ZJNEdiMHkyb0RNQlE
More info is available from this year school year here.
order_id
These id's are chronological, and refer to the id of the original problem log.
assignment_id
Two different assignments can have the same sequence id. Each assignment is specific to a single teacher/class.
user_id
The ID of the student doing the problem.
assistment_id
The ID of the ASSISTment. An ASSISTment consists of one or more problems.
problem_id
The ID of the problem.
original
1 = Main problem
0 = Scaffolding problem
correct
1 = Correct on first attempt
0 = Incorrect on first attempt, or asked for help.
attempt_count
Number of student attempts on this problem.
ms_first_response
The time in milliseconds for the student's first response.
tutor_mode
tutor, test mode, pre-test, or post-test
answer_type
choose_1: Multiple choice (radio buttons)
algebra: Math evaluated string (text box)
fill_in: Simple string-compared answer (text box)
open_response: Records student answer, but their response is always marked correct
sequence_id
The content id of the problem set. Different assignments that assign the same problem set will have the same sequence id.
student_class_id
The class ID.
position
Assignment position on the class assignments page.
problem_set_type
Linear - Student completes all problems in a predetermined order.
Random - Student completes all problems, but each student is presented with the problems in a different random order.
Mastery - Random order, and student must "master" the problem set by getting a certain number of questions correct in a row before being able to continue.
base_sequence_id
This is to account for if a sequence has been copied. This will point to the original copy, or be the same as sequence_id if it hasn't been copied.
list_skill_ids
A semi-colon-delimited list of the IDs of the skills associated with the problem.
list_skills
A semi-colon-delimited list of the skills associated with the problem.
teacher_id
The ID of the teacher who assigned the problem.
school_id
The ID of the school where the problem was assigned.