User:Manetta/meta-mining/knowledge-discovery-in-data

From XPUB & Lens-Based wiki

Knowledge Discovery in Data (KDD) steps

* KDD steps:
  #!step 0 --> deciding on point of view+
  step 1 --> data collection
  step 2 --> data preparation
  step 3 --> data mining
   #!step 3a --> creating a vector space 
                (turning words into numbers / mathematical multidimensional graph)+
   #!step 3b --> creating a model 
                (searching for patterns in the graph)+
  step 4 --> interpretation
  step 5 --> determine actions
step 1,2,3,4,5 from: Data Mining and Profiling in Large Databases, 
                     Bart Custers, Toon Calders, Bart Schermer, and Tal Zarsky (Eds.) (2013)
step 0, 3a, 3b from: #!PATTERN+ project

step 3b

Knowledge-discovery-in-data pattern-mining-types.png



Knowledge-discovery-in-data data-mining models-in-dimensions.png


both from: Data Mining and Profiling in Large Databases, Bart Custers, Toon Calders, Bart Schermer, and Tal Zarsky (Eds.) (2013)

notes

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