Implementing Assessments by Correlating Browsing Patterns

Patent №

US 10,354,543

Granted

2019-07-16

Filed 2015

Owner

INTERNATIONAL BUSINESS MACHINES CORPORATION

AI components

5

ml · nlp · kr · planning · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

14972629

Methods, systems, and computer program products for implementing assessments by correlating browsing patterns are provided herein. A computer-implemented method includes detecting web browsing anomalies (i) attributed to a user and (ii) related to answering questions pertaining to predetermined content; estimating the probability of the user answering a question pertaining to the predetermined content based on (i) skills associated with the user and (ii) identification of required concepts associated with the predetermined content; dynamically generating at least two sets of questions pertaining to the predetermined content based on the detected web browsing anomalies; determining a time interval during a user web tutorial session at which to pose to the user a question from one of the sets of questions based at least on (i) the estimated probability and (ii) an estimated level of user engagement; and outputting to the user the question in accordance with the determined time interval.

AI classification

Natural language1.00
Planning1.00
Knowledge representation1.00
Machine learning0.99
AI hardware0.95
Speech0.02
Vision0.02
Evolutionary computation0.00

Ownership

INTERNATIONAL BUSINESS MACHINES CORPORATION

assignment · 373190805

Assignors

CHETLUR, MALOLAN, DAYAMA, PANKAJ, EKAMBARAM, VIJAY

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

From the same owner

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