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FivaTech ： Page-Level Web Data Extraction from Template Pages ICDM Workshops 2007 Reporter ： Che-Min Liao
Abstract ,[object Object],[object Object],[object Object]
Outline ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Introduction ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Dynamic Web Pages ,[object Object],[object Object],[object Object],[object Object],[object Object]
Problem Formulation
Problem Formulation
Problem Formulation
Problem Formulation
Problem Formulation
Problem Formulation
Problem Formulation
The FivaTech Approach ,[object Object],[object Object],[object Object]
Tree Merging ,[object Object],[object Object],[object Object],[object Object],[object Object]
Multiple Tree Merging Algorithm
Peer Node Recognition ,[object Object],[object Object],[object Object],[object Object]
Yang’s Algorithm
Tree Merging Score Algorithm
Example For example, given the two matched trees A and B as shown in Figure 6, where tr1─tr6 are six similar data records, we assume that the mapping pairs between any two different subtrees tr i and tr j are 6. Assume also that the size of every tr i is approximately 10.
Peer Matrix Alignment ,[object Object],[object Object],[object Object]
Matrix Alignment Algorithm
getShiftColumn Function
Example
Pattern Mining ,[object Object],[object Object]
Pattern Mining Algorithm
Example
Optional Node Merging ,[object Object]
Example-1
Example-2
Example-2
Schema Detection ,[object Object],[object Object],[object Object]
Identifying the Schema ,[object Object],[object Object]
Schema of Example-2
Defining the Template ,[object Object]
Defining the Template ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Templates of Example-2 ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Experiments ,[object Object],[object Object]
FivaTech as a schema extractor
FivaTech as a SRRs Extractor
Conclusion ,[object Object],[object Object]

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1212 regular meeting