HONEYCOMB STRUCTURE FOR AUTOMATED POOL ASSEMBLY OF TEST QUESTIONS FOR TEST ADMINISTRATION

Patent №

US 11,636,775

Granted

2023-04-25

Filed 2021

Owner

GRADUATE MANAGEMENT ADMISSION COUNCIL

Lab

AI components

3

ml · kr · planning

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

17196092

An automated method of assembling computerized adaptive test (CAT) pools of test items is provided. A plurality of item bins is created. Each item bin is associated with a different content domain, and each item bin includes only items associated with its respective content domain. The items in each item bin are grouped into a plurality of individual cells, wherein each item is placed in only one of the individual cells, and each cell includes a plurality of items which span a range of difficulty levels. The grouping is performed by linear programming at the individual cell level. One or more pools of items are assembled from a random selection of cells across the item bins, wherein there is only one cell for each item bin. The CAT is administered by randomly assigning each test taker to one of the pools of items.

AI classification

Knowledge representation1.00
Planning0.96
Machine learning0.92
AI hardware0.01
Vision0.01
Speech0.00
Natural language0.00
Evolutionary computation0.00

Ownership

GRADUATE MANAGEMENT ADMISSION COUNCIL

assignment · 555370167

Assignors

HAN, KYUNGTYEK

On an employer assignment, the assignors are typically the inventors.

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