Data Mining Based on Semantic Similarity to Mine New Association Rules

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Provided by: Global Journals
Topic: Data Management
Format: PDF
The problem of mining association rules in a database is introduced. Most of association rule mining approaches aim to mine association rules considering exact matches between items in transactions. A new algorithm called "Improved data mining based on semantic similarity to mine new association rules" which considers not only exact matches between items, but also the semantic similarity between them. Improved Data Mining (IDM) Based on semantic similarity to mine new association rules uses the concepts of an expert to represent the similarity degree between items, and proposes a new way of obtaining support and confidence for the association rules containing these items.
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