Progress Report090806

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Progress Report090806

  1. 1. ExperimentResult for Pair Method<br />2009/08/06Chi-I Kuan<br />1<br />
  2. 2. Examinationflow<br />2<br />Combine Files as Training Data<br />XMLFeature Analyzer<br />Training Xml File1<br />representation<br />XMLFeature Analyzer<br />Training Xml File2<br />representation<br />libSVM<br />Classifier<br />Testing Xml File1<br />XMLFeature Analyzer<br />Combine Filesas Training Data<br />representation<br />Model<br />XMLFeature Analyzer<br />Testing Xml File2<br />representation<br />Decide<br />Mapping<br />
  3. 3. Training and Testing Data<br />Combine two analyzed xml files as input.<br />We has 6 bookstores’ xml file , each time we choose 2 xml file as testing data and use the remaining 4 xml files as training data.<br />3<br />
  4. 4. XMLAnalyzer<br />IsDate<br />IsTime<br />IsFile<br />IsHyperLink<br />IsOnlyText<br />IsNotText<br />IsMixText<br />HasOnlyDigit<br />HasMeasurement<br />HasUpperWord<br />LastIsDate<br />LastIsTime<br />LastIsFile<br />LastIsHyperLink<br />LastIsOnlyText<br />LastIsNotText<br />LastIsMixText<br />LastHasOnlyDigit<br />LastHasMeasurement<br />LastHasUpperWord<br />4<br /><ul><li>Calculate xml files’ feature</li></li></ul><li>Representation<br /><ul><li>For each xml file, takemost frequently used feature to represent all instances’ feature.</li></ul>5<br />Many instances<br />One representation instance<br />
  5. 5. Combine<br />Combine two xml analyzed files as a pair.<br />6<br />
  6. 6. Classifier<br />Use libSVM to predict whether they are matching or not.<br />7<br />
  7. 7. Decide Mapping<br />Check classifier’s prediction result , if the vector is prediction “Match” ,then output the vector’s attribute number as result. <br />8<br />output<br />
  8. 8. Examination <br />9<br />

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