如何发表顶级期刊论文

吴信东 博士(美国佛蒙特大学计算机科学系正教授和系主任, TKDE 等多种国际著名学术杂志的主编和编委)

最重要的九点:

1 技术贡献、证据

2 、切忌打击面太广、针对的问题多,切入点不能超过 2 

3 、知道你的敌人是谁

4 、选题

5 、实验结果、说服力

6 好的前言

7 相关工作、引用(该期刊)

8 修改文章(详细说明各点)

9 、宽容态度、坚韧不拔

 

 

九条信息最重要

1 注意你的贡献,说明你的证据

2  idea 有两种:

----Your technique solves a problem for the first time 第一次,在某一点上第一次,革命性的,创造性的

---- 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 覆盖面广

    3)Efficiency 速度快、占用空间少

    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.

技术贡献不能多,要针对性,更深入。做得更加深入,切忌打击面广,别人反驳更多。

论文的架构( typical structure of a research paper ):

title:  Catchy and indicative of your research contribution

       Catchy 引入注目     indicative 特殊性

    题目越长,被拒的可能性越高:例如:爱因斯坦提出“相对论”,就三个字, 接下来就是“相对论的能量公式”字多了

    indicative---- 说文章的大意,不要太抽象。例如:计算理论 --- 太抽象了

 

abstract:A summary of the research problem,your chaim,and the evidence 以上三部分

introduce:  abstract 中的 A summary 的两三句话展开

        1  motivation 动机

        2) significance 意义

        3  an outline of the rest of the paper

        Related work:

        1) A critical review 评判几大典型算法,各存在什么问题

        2 )我们的方法对于第一类问题怎么解决,对于第二类问题怎么解决

        (批判别人,显出自己)

 

主编看摘要、前言就基本判决

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: 画龙点睛、说你发出文章之后,此刻正在做的,接下来要做的,实验中还有哪些值得接着做的。

How to write and publish Research papers for the premier forums

国外期刊没有长度限制,这是和国内的期刊,例如“计算机学报”有区别

what to know and how to write a top-quality paper

前言最重要,能给审稿人留下印象,就是成功的一半了

1  A promising topic ( 一个有前途的主题 )

2  A convincing case (让人信服的例证)

3  In-depth analysis of empirical results( 经验结果的深度分析(例如,经验值、参数的设定) )

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

 

Scientific Paper 的撰写(这类论文需要有自己的想法,不是综述文章,如 review 

Why write a scientific paper

1  Advance knowledge in your research field with evidence 有证据表明,在你研究的领域有了提高 / 前进

2  Explain your ideas and make them accessible to others   介绍你的主意,使他人理解

3  Two key components in a research paper

--An explicit claim on your contribution on a research problem

针对某个研究问题,直接陈述你的贡献 ( 自己做的工作要写出来 )

--Your contribution can possibly be a refutation of a hypothesis on the research problem

针对某个研究问题,你的贡献有可能被通过假设来驳斥。例如:你这么做,会不会造成数据丢失(在数据挖掘领域)

光有想法不行,要证明你的想法正确

What to know before you write

1. 考虑读者是谁:根据所投的期刊

To whom are you writing?why will they be reading your writing?

  2.Assess the purpose:What should the reader take away?

让读者带走什么

3.Read other people's writing from the forums that you are targeting

从要投的那个期刊上去找相关文章参考

4.Know your enemy:Check who are on the program committee or editorial board,and cite their relevant work with due credit

找编委的文章来参考,毕竟他们在这领域很牛

5.Follow the rules----length limits,formatting standards,etc

投会议,长度多长,可能自动放入一堆,直到截至时,才告诉你论文过长

choose a promising topic

与外国教授(有名的)交流,看他们的论文,问他们在这方面有什么新的进展,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?

    要与主流的方法进行比较

-----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?

( 让别人知道你各种实验参数设置都考虑到了 )

  consistent and conclusive 一致性和总结性

-----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

  公平比较,要别人最佳的情况进行比较

------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?

如果论文是 8 页纸,那么 4 页是做实验的。

------The 1/3-2/3 Rule from a reviewer's perspective.

    如果论文是 8 页纸,那么前言占 1 

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:

首先投顶级的会议,若被录用,则对论文进行扩展,在题名上加“ * ”,说明:论文缩写版已经被某国际会议录用,投国际期刊

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