METHODS AND SYSTEMS FOR CLUSTERING STUDENTS BASED ON THEIR PERFORMANCE

Patent №

US 8,768,239

Granted

2014-07-01

Filed 2011

Owner

XEROX CORPORATION

Lab

AI components

5

ml · kr · planning · evo · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

13107543

Methods and systems of clustering a plurality of students are disclosed. A computing device may receive assessment data for each of a plurality of students. The assessment data includes information pertaining to each of a plurality of questions in an assessment. The computing device may also receive a number of clusters into which to organize the plurality of students. The computing device may determine a similarity value between each pair of students in the plurality of students based on the assessment data associated with each student. The computing device may organize the plurality of students into the number of clusters based on the similarity values.

Machine learningKnowledge representationPlanningEvolutionary computationAI hardwareG06F 16/355G09B 5/14G09B 7/00G09B 7/02G09B 7/04G06F 16/5838G06F 16/904G09B 7/08+3 more

AI classification

Planning1.00
Knowledge representation0.99
AI hardware0.95
Machine learning0.87
Evolutionary computation0.78
Vision0.11
Natural language0.05
Speech0.00

Ownership

XEROX CORPORATION

assignment · 262780408

Assignors

SRINIVAS, SHARATH, HAMBY, ERIC SCOTT, LOFTHUS, ROBERT M.

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

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