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Table of contents
1.0 Introduction ……………………………………………….….……………………..1
1.1 Overview ……………………………………………….……………….………1
1.2 Email Log mining? …………………………………….……………….………2
2.0 Related work ………………………………………….…….……………….………5
2.1 Related Research …………………………………..…….………………………6
2.2 Date Gathering….. ………………………………….…….……………………..8
3.0 Design…………….. …………………………………….………..……..…………..9
3.1 Cleaning the Junk Data……………………………….…………..…..….………9
3.2 Database……………………………………………….…………..…..….…….11
4.0 Analysis …………..……………………………………….………………………..14
4.1 S-R Analysis and Statistical Analysis …………….………………………..14
4.1.1 Finding the Root ……………………….……………………….15
4.1.1.1 Send-Receive Analysis ………….……………………...15
4.1.1.1.1 Bottom-Up Explanation ……………………16
4.1.1.1.2 Filtering Process ……………………………19
4.1.2 Finding 2
nd
Level Nodes ………………….…………………….23
4.1.3 Finding Lower Level Nodes ……………….…………………...26
4.2 Semantic Analysis ………………………………………….………………28
4.2.1 Need for Semantic Analysis ………………….………………...28
4.2.2 Methodology ………………………………….………………..28
4.2.3 Inspection of Questions ……………………….…………….….30
4.2.4 Integration with Statistical Analysis …………….……………..32
4.2.5 Result of Semantic Analysis …………………….……….…….33
4.3 Temporal Analysis …………………………………………….…………...35
4.3.1 Need for Temporal Analysis ……………………….…….…….35
4.3.2 Methodology ……………………………………….…….…….35
5.0 Software and Tools used ……………………………………………….….……….40
6.0 Experimental results and test cases …………………………………….…………..41
6.1 Related experiments ………………………………………………….…….…..41
6.2 Experimental results ………………………………………………….…….…..42
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2011-03-24
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