Learning Management Architecture
Use immediately

Learning Management Architecture

Active

Learners

Learning Material

Repository

Updated

Association Rules

Recommended

Learing Materials

LID

LM_No.

Content

LMS (Learning

Management System)

PEMR (Personalized

E-learning Material

Recommender)

Learner's Profiles

Incremental

Association Rule

Mining

Incrememental

Logs

Active Sessions

and Profiles

Incremental Association Rule Mining

Servers

Association

Rule Mining

Previouse

Logs

Previous Learners'

Sessions and Profiles

Offline Association Rule Mining

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publish time: 2021-07-16
Kiraaaa

As the below architecture suggests, association rule mining has several applications and is widely used to help discover sales co-relations in transactional data or medical data sets. The act of using association rules is sometimes referred to as "association rule mining" or "mining associations." As the below image illustrates, developers can collect data on how consumers use a website they create. They can then use associations in the data to optimize the website user interface by analyzing where users tend to click and what maximizes their chance of engaging with a call to action. It should be noted here that association rules are created by searching data for frequent if-then patterns and using the criteria support and confidence to identify the most important relationships.

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