如何阅读一篇(计算机科学)学术论文¶
理解¶
对于一篇学术论文,理解其中的技术仅仅是最基础的,但初学者往往只关注技术。对于这部分同学,我们可以问自己四个问题:
- Problem and Motivation:科研工作的动机是什么?
- Crisis in research field
- Weakness of existing approaches
- Research paradigm challenged
- (Claimed) contributions: (What's new in the paper)
- a new question asked
- a new understanding of the research problem
- a new methodology for solving problem
- a new algorithm
- a new breed of software tools or systems
- a new experimental method
- a new proof technique
- a new
- Substantiation: 作者如何证明自己的假设
- Conclusion: 作者的结论