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Untitled
1.
2.
恩?
3.
• Step 1:
Article is spam? • Step 2: Mapping spam articles to authors. • Step 3: Author is spam?
4.
• Step 1:
Article is spam? • Create article spam classifier • Step 2: Mapping spam articles to authors. • Step 3: Author is spam?
5.
Flow Chart Data Transformed Data Preprocessed Data Training Data Models
6.
• Method 2 •
Comment Counts • Hit Counts • Method 1 • Category • Title • Tag • Content
7.
• Step 1:
Article is spam? • Create article spam classifier • Step 2: Mapping spam articles to authors. • Step 3: Author is spam?
8.
Mapping spam articles
to authors Article spam =True Author spam =True Machine告訴我們什麼是廢文... 但是...
9.
到底發多少廢文才算是廢人 ?
10.
經過我們從Training Data中發現
11.
你發了一篇廢文你就是廢人
12.
• Step 1:
Article is spam? • Create article spam classifier • Step 2: Mapping spam articles to authors. • Step 3: Author is spam?
13.
經由Step 2 發現,只要Author發一篇廢文 我們視他為Spammer
14.
• Method 2 •
Comment Counts • Hit Counts • Method 1 • Category • Title • Tag • Content
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