How to Conduct High-Impact Research and Produce High-Quality Papers
How to Conduct High-Impact Research and Produce High-Quality Papers
Contents From Slide
Russell Group is the Ivy League of UK
顶级期刊 IEEE, ACM
做研究要有可持续性,最好是基于团队以往的成果
顶级的研究:现实应用中的难题;敢于挑战世界难题
- How to identify an important and timely research project ?
关注顶级会议,到不了现场可以 fellow website,关注顶会的 keynote speech 和 technical programme 部分
关注顶级期刊,可以适当地订阅,以此督促阅读
To accept new concept positively
To accept the information of fund project
NSF
EPSRC
FP7
Horizon-2020
To trace the work of known scientists in your research area
To read 10 papers per week
How to step into a new research field and conduct new research project?
To be positive and curious enough
To be confident and adaptable
To read tutorial papers, English behind Chinese
To identify the research challenges and problems, and understand the new knowledge and tools
To link these problems with your existing background and experise
To read the papers/references in two stages, classify the papers(problems) and make record
1) To focus on the abstract and introduction to understand (which problem, why important, disadvantage of existing work, existing gaps, how the proposed method work, which theory and tools used, how to perform experiments) and leave the theoretical proof and mathematical derivationn
2) To thoroughly investigate the design, proof, and theoretical analysis only after the paper is selected as the seeds. For some difficult papers, we need focus on the use (specific points) of the theory and mathematical tools and read for multiple times.
Using when learning. Making notes, writing summaries and classifying papers.How to produce and publish high-quality research papers productively?
Paper review and evaluation criteria:
Relevance and Suitability
Originality and Contributions (highlight)
Solid Method and idea (strength and weakness)
Readabilty (language, reason, presentation and structure)
Experiments and analysis (Justification of experimental scenarios and parameters)
To be confident to target the higher levels of journals and conferences
To link the work with the theme of the journal and conference
To follow the author instructions of the journal and fellow the style/structure of the top papers in the topic
To cite the references of the journal/congference you targeted
To cite the updated top quality references
To built your work on the top quality publications in well-known conferences proceedings and journals
To use citation count (Google Scholar) to determine most important articles with feasible methodologies
To use your own expertise and show your unique contributions
To recite 2 good sentences in English every day to improve the writing and follow the structure of the sentences / words
To follow the author instructions of the journal and follow the style/structure of the top papers in the topic
To be sustainable (Classification and assumptions)
To classify the papers and make recordHow to write a high-quality paper? 文章的规范、架构、重点
Paper Title
Eye-catching and attractive
Understandable
Relevant to the themes of the journal / special issue / conference
Abstract
Why the address problems is important and timely?
What are the existing gap?
Why the problem to be addressed is challenging?
One sentence to summarize the work, and then explain how to achieve these
Validation, comparison performance results
Application and value
Introduction
An extended version of abstract with more evidence and explanation
A summary of 3-4 major contribution (one core contribution and 2-3 specific components)
Introduce the result of this paper
Related work
Logic presentation based on classification of the existing work step by step
Show clearly their gaps
Highlight what are the difference of our work and existing work
Main parts of the paper
Scenarios and problem defination
The core contribution (present the system design or the framework of the proposed solution)
The specific components (contributions)
How to link theory with the work
Validation, comparision and performance analysis
Introduction and justify the experimental scenarios and parameter-setting (from real-world scenarios, standards, widely used, or complete consideration) to show the comparision is fair and reasonable
Explain the results and reasons
What are the insights
Conclusions and Furture Directions (?)
Primes of Lecture
paper 一定要打印出来然后读,读 paper 的时候一定要做笔记,英文 paper 的笔记只能记英文
先熟悉一个方法,解决一个问题;然后改进这个方法,解决同一个问题
好的标题:做了什么事、什么方法、效果如果
Q & A
如何定义“我读完了这篇论文”?
步骤 | 目的 | 施行频率 |
---|---|---|
To focus on the abstract and introduction to understand :which problem, why important, disadvantage of existing work, existing gaps, how the proposed method work, which theory and tools used, how to perform experiments | 作为了解 | 最高 |
To thoroughly investigate the design, proof, and theoretical analysis only after the paper is selected as the seeds. For some difficult papers, we need focus on the use (specific points) of the theory and mathematical tools and read for multiple times | 作为base line | 较低 |
implementing the paper | master this paper | 稀少 |
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