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. 2024 Aug 22;10(17):e36655. doi: 10.1016/j.heliyon.2024.e36655

Table 2.

Dataset arrangement procedures.

Data Mining Task Description Techniques
Segmentation or Clustering The groupings that characterize the data are clustered.
  • Cluster Analysis

  • Bayesian Classification

Data Classification Insert the labels into the dataset.
  • Artificial Neural Networks

  • Support Vector Machines

Data Association Analyzing user relationships and discussion clusters
  • Association Rules

  • Beyesian Networks

Data Deviations Wrapping up the components in order to comprehend the information spread
  • Cluster Analysis

  • Outlier detection

  • Evolution Analysis

Trends Analysis Lines and curves that summarize the database, frequently over time
  • Regression

  • Sequence Pattern Extraction

Data Generalization Data descriptions that are brief
  • Summary Rules

  • Attribute-Orientated Induction

Source: Rob Kitchin, 2014 [35].