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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(shù)雜志的主編和編委）

最重要的九點：

1、技術(shù)貢獻、證據(jù)

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(jié)果、說服力

6、好的前言

7、相關(guān)工作、引用（該期刊）

8、修改文章（詳細說明各點）

9、寬容態(tài)度、堅韌不拔

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九條信息最重要

1、注意你的貢獻，說明你的證據(jù)

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(chuàng)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、占用空間少

??? 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(shù)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(gòu)（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

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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，各存在什么問題

??????? 2）我們的方法對于第一類問題怎么解決，對于第二類問題怎么解決

??????? （批判別人，顯出自己）

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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(fā)出文章之后，此刻正在做的，接下來要做的，實驗中還有哪些值得接著做的。

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(nèi)的期刊，例如“計算機學報”有區(qū)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(jīng)驗結(jié)果的深度分析（例如，經(jīng)驗值、參數(shù)的設(shè)定）)

4、the most important part:the introduction? (最重要的部分，前言)

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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(jù)表明，在你研究的領(lǐng)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(shè)來駁斥。例如：你這么做，會不會造成數(shù)據(jù)丟失（在數(shù)據(jù)挖掘領(lǐng)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(jù)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?

讓讀者帶走什么

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(guān)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(lǐng)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么新的進展，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(shù)設(shè)置都考慮到了)

? consistent and conclusive 一致性和總結(jié)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，那么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，那么前言占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(jīng)被某國際會議錄用，投國際期刊

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