An Attribute-Oriented Induction Approach for Knowledge Discovery From Relational Databases

Provided by: AICIT
Topic: Big Data
Format: PDF
Attribute-Oriented Induction (AOI) is one of the most important algorithms for data mining, which contains a relational database and a concept hierarchy (concept tree) for each attribute, and its outputs are small relations that summarize the generalized characteristics of the task-relevant data. However the concept trees will vary in different classification standards, not to mention AOI can only deal with data types of single-valued attributes, therefore the requirement arises immediately-that is how to design a new classification algorithm to classify the multi-valued attributes.

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