Skim Reading
- Abstract is a good way to get the general idea of what the paper is about.
- Introduction is a good way to know the background of the proposed solution to a current problem.
- Algorithm gives the analysis of the justification of the proposed theoretical idea and implementation shows the validation of the proposed idea.
- Conclusion shows the merits and some drawbacks maybe for further research.
Thorough Reading
- Pay attention to the proposed approach.
- Be aware of the limitation and challenges.
- Examine the assumption, methods, statistics, reasoning and conclusion.
- Take notes while reading and Highlight major points.
- Think through the conclusion by yourself.
Another thing to bare in mind is that always examine the credibility of the paper before the thorough reading. Typical approach can be a look on the abstract, the conference and the bibliography.
I DO believe there is no shortcut when it comes to critical study. Absorb other's fruit before make a further step upon other's contribution.
