吳信東 博士（美國佛蒙特大學計算機科學系正教授和系主任， TKDE 等多種國際著名學術雜誌的主編和編委）
最重要的九點：
1 、技術貢獻、證據
2 、切忌打擊面太廣、針對的問題多，切入點不能超過 2 個
3 、知道你的敵人是誰
4 、選題
5 、實驗結果、說服力
6 、好的前言
7 、相關工作、引用（該期刊）
8 、修改文章（詳細說明各點）
9 、寬容態度、堅韌不拔
九條信息最重要
1 、注意你的貢獻，說明你的證據
2 、 idea 有兩種：
----Your technique solves a problem for the first time 第一次，在某一點上第一次，革命性的，創造性的
---- 如果不是第一次， Your technique performs better,in one or more of the the following dimensions:
1)Behaviour 效果比他好
2)Coverage 覆蓋面廣
3)Efficiency 速度快、佔用空間少
4 ） Useability:Users find X easier to use than its rivals 使用方便
You should avoid claiming too many dimensions but one or two with in-depth evidence.
技術貢獻不能多，要針對性，更深入。做得更加深入，切忌打擊面廣，別人反駁更多。
論文的架構（ typical structure of a research paper ）：
title: Catchy and indicative of your research contribution
Catchy 引入注目 indicative 特殊性
題目越長，被拒的可能性越高：例如：愛因斯坦提出“相對論”，就三個字， 接下來就是“相對論的能量公式”字多了
indicative---- 說文章的大意，不要太抽象。例如：計算理論 --- 太抽象了
abstract:A summary of the research problem,your chaim,and the evidence 以上三部分
introduce: 將 abstract 中的 A summary 的兩三句話展開
1 ） motivation 動機
2) significance 意義
3 ） an outline of the rest of the paper
Related work:
1) A critical review 評判幾大典型算法，各存在什麼問題
2 ）我們的方法對於第一類問題怎麼解決，對於第二類問題怎麼解決
（批判別人，顯出自己）
主編看摘要、前言就基本判決
Problem statement and algorithm design:Explain your ideas in detail
Evaluation:evidence to support the claim of your research contribution---unless you can provide proofs for a theoretical on theorems,experimental results and always expected
Conclusion: 畫龍點睛、說你發出文章之後，此刻正在做的，接下來要做的，實驗中還有哪些值得接着做的。
How to write and publish Research papers for the premier forums
國外期刊沒有長度限制，這是和國內的期刊，例如“計算機學報”有區別
what to know and how to write a top-quality paper
前言最重要，能給審稿人留下印象，就是成功的一半了
1 、 A promising topic ( 一個有前途的主題 )
2 、 A convincing case （讓人信服的例證）
3 、 In-depth analysis of empirical results( 經驗結果的深度分析（例如，經驗值、參數的設定） )
4 、 the most important part:the introduction ( 最重要的部分，前言 )
Scientific Paper 的撰寫（這類論文需要有自己的想法，不是綜述文章，如 review ）
Why write a scientific paper
1 、 Advance knowledge in your research field with evidence 有證據表明，在你研究的領域有了提高 / 前進
2 、 Explain your ideas and make them accessible to others 介紹你的主意，使他人理解
3 、 Two key components in a research paper
--An explicit claim on your contribution on a research problem
針對某個研究問題，直接陳述你的貢獻 ( 自己做的工作要寫出來 )
--Your contribution can possibly be a refutation of a hypothesis on the research problem
針對某個研究問題，你的貢獻有可能被通過假設來駁斥。例如：你這麼做，會不會造成數據丟失（在數據挖掘領域）
光有想法不行，要證明你的想法正確
What to know before you write
1. 考慮讀者是誰：根據所投的期刊
To whom are you writing?why will they be reading your writing?
2.Assess the purpose:What should the reader take away?
讓讀者帶走什麼
3.Read other people's writing from the forums that you are targeting
從要投的那個期刊上去找相關文章參考
4.Know your enemy:Check who are on the program committee or editorial board,and cite their relevant work with due credit
找編委的文章來參考，畢竟他們在這領域很牛
5.Follow the rules----length limits,formatting standards,etc
投會議，長度多長，可能自動放入一堆，直到截至時，才告訴你論文過長
choose a promising topic
與外國教授（有名的）交流，看他們的論文，問他們在這方面有什麼新的進展，是否有往下做的可能
10 challenging problems
-----How to present a convincing case?
-----How are your ideas significant (to justify a paper)?
-----Some ideas are so simple that have been used many times W/O being published.
-----Is all related work referenced and reviewed?
要與主流的方法進行比較
-----Are the comparative studies with previous work convincing?
----Have your system been implemented and used,and if so what did it demonstrate from the real world.
-----Enough details for your experiment setting.(so that other researchers can verify and improve your results)
-----What were the alternatives considered at various points of your experiments?Why and how have you made the choices for your experiments?
( 讓別人知道你各種實驗參數設置都考慮到了 )
consistent and conclusive 一致性和總結性
-----Can you fine-tune some key parameters to get better or worse results?If so,use figures and tables to show their impacts on your system performances
公平比較，要別人最佳的情況進行比較
------How do the experimental results correspond to the motivation of the paper?
------What have you found surprising and tried to avoid in these experiments?How generally applicable are these lessons?
如果論文是 8 頁紙，那麼 4 頁是做實驗的。
------The 1/3-2/3 Rule from a reviewer's perspective.
如果論文是 8 頁紙，那麼前言佔 1 頁
1 ） 1/3 time to read your introduction and make a decision
2) Remaining 2/3 time to find evidence for the decision
-----A good introduction with a good motivation is half of your success.
what to cover in the introduction
----The research problem
----The movivation of your research on the research problem
----The claim of your contribution
-----A summary of your evidence to support your claim
-----The significance of your contribution
-----An outline of the rest of the paper
Most important of all:the uniqueness of you research in the field!
最佳投稿方式：
首先投頂級的會議，若被錄用，則對論文進行擴展，在題名上加“ * ”，說明：論文縮寫版已經被某國際會議錄用，投國際期刊
