Reading research papers
You will be referencing back and forth between the different sections and pages later on, it helps knowing where stuff is located.
Are any of the authors familiar, do you know their previous work?
Data science research papers
Give it a read as well! From one place, you can search across many disciplines and sources: articles, theses, books, abstracts and court opinions, from academic publishers, professional societies, online repositories, universities and other web sites. Be ready and willing to make several passes through the paper, each time looking to extract different information and understanding. What other authors are respected in this field, i. Do they have criticisms of the study that you haven't thought of, or do they generally support it? Look up the definitions of words, concepts, or terminology you don't know as you read. Was it a qualitative, quantitative, or mixed-methods project? To retain and enforce what you have learned, I suggest you write about the paper. Do the authors identify any weaknesses in their own study? As with deep learning, networked bodily systems mesh inputs from a coded past with current inputs. Abstracts are densely written — do not despair if you must re-read them.
Aim to spend about an hour and a half. Do they have criticisms of the study that you haven't thought of, or do they generally support it? Will this study tell me anything new related to the research problem I am investigating?
Time to lighten the mood. Again, look up any terms you do not understand.
Analyzing a scientific paper
A reference manager will quickly become your best friend as you collect and read more and more papers. Here are some specific strategies to consider. Determine whether the results answer the specific question s. What do they propose to do as a next step? Does it fit with your interpretation of the paper? This information is usually located within the first few paragraphs of the introduction. Review the References The list of references, or works cited, shows the prior research used by the author s to support their study.
What are the weaknesses in their argument? Do plan to spend anywhere from 3—6 hours to really digest a paper, remember they are very dense! Tossing PDFs into a folder on your drive is all well and good, but there are creature comforts missing. Aiming to gain a high level overview of the paper.
Read the results section. But do it last, so you are better prepared to think critically about what other people say.
What other research should be explored to learn about issues I am unclear or need more information about?
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