How to Read a Paper Efficiently (By Prof. Pete Carr)

Surviving and Thriving in Higher Education
5 Jun 201607:40

Summary

TLDR教授Pete Carr分享了他38年在明尼苏达大学指导研究生的经验,并提出了一种高效的阅读科学论文的方法。他强调不要从头到尾按顺序阅读,而是应先浏览关键词、摘要和结论来判断论文是否值得深入阅读。他还建议查看图表和数据,阅读引言以获取背景信息,最后深入结果和讨论部分。Carr教授还提倡在阅读后做笔记,以便将来回顾和应用于自己的研究工作。

Takeaways

  • 📚 阅读科学论文前,应先快速浏览以判断其是否值得深入阅读。
  • 🔍 利用关键词服务可以帮助你根据兴趣筛选相关论文。
  • 📈 摘要是了解论文的最重要部分,应优先阅读。
  • 🎯 跳过中间部分,直接查看结论,以快速判断论文的相关性。
  • 📊 观察表格、图形和标题可以快速了解研究的主要发现。
  • 📖 如果决定深入阅读,从引言开始,以获取必要的背景信息。
  • 🔍 引言部分解释了研究的动机和目的。
  • 🌟 结果与讨论部分是论文的核心,应投入大部分时间阅读。
  • 🔧 如果论文极其相关,深入研究实验部分以了解具体的操作和方法。
  • 📝 阅读完论文后,建立笔记系统,记录关键信息,便于将来参考。
  • 🃏 笔记应便于检索和回顾,而不是仅在PDF上做标记。

Q & A

  • 教授Pete Carr在明尼苏达大学工作了多少年?

    -大约38年。

  • 教授Pete Carr认为初学者阅读科学论文的常见错误是什么?

    -按照论文印刷的顺序从开始到结束阅读。

  • 为什么教授Pete Carr建议不要一开始就细读整篇文章?

    -因为这样效率不高,应该先判断文章是否值得投入大量时间。

  • 阅读论文的第一阶段应该关注哪些部分?

    -关键词、标题、摘要和结论。

  • 在第一阶段,如果结论与读者不相关,应该怎么办?

    -如果结论不相关,那么可能不需要继续阅读该论文。

  • 教授Pete Carr建议在决定深入阅读论文之前应该查看什么?

    -查看表格、图形和标题,这有助于快速了解研究的主要发现。

  • 深入阅读论文应该从哪个部分开始?

    -应该从引言部分开始,以获取必要的背景信息和研究动机。

  • 论文的哪个部分是读者应该花费大部分时间的?

    -结果和讨论部分。

  • 如果论文非常相关,读者应该深入研究哪个部分?

    -实验部分的细节。

  • 教授Pete Carr为什么建议在阅读完论文后做笔记?

    -做笔记有助于将来回顾和写作自己的论文时节省时间,并决定哪些论文需要重读或作为参考文献。

  • 教授Pete Carr推荐将笔记保存在哪里?

    -推荐将笔记保存在便于快速查阅的地方,如笔记本或索引卡,而不是直接写在PDF上。

  • 为什么教授Pete Carr强调记笔记的重要性?

    -记笔记有助于长期记忆和信息回顾,因为记忆中的模糊笔记比最佳记忆更为可靠。

Outlines

00:00

📚 如何高效阅读科学论文

本段主要介绍了如何高效地阅读科学论文的方法。教授Pete Carr分享了他的经验,建议读者不要按照论文的顺序阅读,而是采用两阶段法:第一阶段是浏览论文,判断其是否值得深入阅读;第二阶段是深入阅读,理解论文的主要内容和结论。教授强调了摘要、图表和结论的重要性,并建议读者在阅读后做笔记,以便将来回顾和应用。

05:01

📝 阅读后做笔记的重要性

这一部分强调了在阅读完科学论文后做笔记的重要性。教授建议读者发展一套系统,记录下阅读时的笔记和心得。这些笔记虽然可能不会立即有用,但在将来撰写自己的论文时会非常有帮助。教授提倡将笔记记录在便于查阅的地方,如笔记本或索引卡,而不是直接在PDF上做标记,以便于长期保存和回顾。

Mindmap

Keywords

💡阅读论文

阅读论文是指对学术文章进行理解和分析的过程。在视频中,教授强调了阅读论文的重要性,以及如何高效地从论文中获取信息。教授提到,阅读论文应该分为两个阶段:首先是快速浏览以判断论文是否值得深入阅读,其次是深入阅读以获取详细信息。

💡科学论文结构

科学论文结构是指科学文章通常遵循的组织方式,包括标题、摘要、引言、结果、讨论和实验部分等。视频中提到,大多数初学者会按照这种结构顺序阅读,但教授建议采用更高效的方法。

💡摘要

摘要是科学论文中非常关键的部分,它概括了整篇文章的主要内容和研究成果。在视频中,教授强调摘要是了解论文的第一步,通过摘要可以快速判断论文的主要内容和相关性。

💡结论

结论部分是论文中总结研究结果和发现的部分,它对于理解整篇文章的意义至关重要。视频中提到,在快速浏览论文时,应该直接查看结论部分,以判断论文的研究结果是否对自己有用。

💡图表和表格

图表和表格是论文中用于展示数据和研究结果的重要元素。它们可以帮助读者快速理解研究的主要发现和趋势。在视频中,教授提到,通过查看图表和表格可以迅速把握研究的关键信息。

💡引言

引言是科学论文的开头部分,用于介绍研究背景、目的和重要性。视频中,教授指出引言可以帮助读者了解研究的背景信息和研究动机,是深入阅读论文的起点。

💡结果与讨论

结果与讨论是科学论文中的核心部分,详细记录了研究的数据结果和对这些结果的分析讨论。这部分内容对于理解研究的深度和广度至关重要。

💡实验部分

实验部分详细描述了研究的实施方法、使用的材料和设备以及进行的实验步骤。这部分对于复制研究或在自己的工作中应用类似方法非常重要。

💡笔记

笔记是在阅读论文过程中记录下来的关键信息和个人思考。视频中,教授建议在阅读论文后做笔记,这有助于将来回顾和引用,以及在自己的研究中使用。

💡研究效率

研究效率是指在进行学术研究时,如何以最少的时间和精力获取最大量的有效信息。视频中,教授分享的阅读论文的方法旨在提高研究效率,帮助学生和研究人员更好地管理他们的学术阅读。

💡学术写作

学术写作是指在学术领域内撰写文章、报告和其他文档的过程。它要求作者遵循一定的格式和标准,清晰、准确地表达研究成果和观点。视频中,教授提到了学术写作的一些方面,如论文结构和写作过程。

Highlights

教授Pete Carr在明尼苏达大学工作了大约38年

与许多研究生在课堂和研究实验室中合作

教授认为与学生合作有助于教他们如何阅读科学论文

科学论文的典型结构和阅读顺序

不要按顺序阅读论文,这并非有效利用时间

阅读论文应该是一个两阶段过程

第一阶段是浏览论文,判断其是否值得投入大量时间

通过关键词服务来跟踪最新文献

首先看关键词和论文标题,如果不感兴趣就停止阅读

接下来看摘要,这是了解论文最重要的部分

然后跳到结论部分,而不是阅读中间步骤

查看图表和图例可以快速了解研究主要内容

如果决定深入阅读,从引言部分开始

引言提供背景信息和研究动机

论文的核心是结果和讨论部分

深入研究实验部分,了解作者的具体操作和方法

阅读完论文后,建立笔记系统,记录关键信息

笔记应便于访问,例如使用索引卡,而非直接写在PDF上

阅读或浏览论文可能只需30秒,或需数小时甚至一整天

这是一项必须学会的技能,对研究生和研究科学家的生产力至关重要

Transcripts

00:00

you

00:19

hi I'm professor Pete Carr I'm been at

00:25

the University of Minnesota for about

00:27

thirty-eight years I've worked with many

00:29

many graduate students in class and in

00:32

my research lab and I find it useful to

00:35

work with students um to teach them how

00:40

to read a paper on this first slide that

00:43

I want to show you is an outline of of

00:46

the way a typical scientific paper is

00:50

organized and I think most beginning

00:53

students instinctively start reading a

00:57

paper in in order as the paper is

01:01

printed for instance they read the title

01:04

then they go on to the abstract then

01:06

they read the introduction and so on and

01:09

so forth

01:10

working their way from the beginning to

01:12

the end of the article don't do this

01:15

this is not a good use of your time

01:18

there's a better way to do things which

01:22

is what I'm going to tell you about

01:24

today let me jump in here at this point

01:26

and tell you about a fairly simple

01:29

algorithm if you will about how to get

01:32

the most out of a paper with with the

01:35

least effort and I think to do this you

01:38

have to think of reading a paper as a

01:40

two-phase process in the first phase

01:44

you're surveying the paper the article

01:47

to see if it's really worth investing a

01:50

lot of time in and this is the way you

01:53

you keep up with what's going on in in

01:57

the literature you'll probably have some

02:00

sort of service that provides you with

02:02

with papers based upon keywords which

02:07

are by and large taken from the abstract

02:10

of of the paper off so the first step

02:16

to keep more first thing to keep in mind

02:18

is that you're allowed to stop this

02:20

process at any point when you become

02:23

disinterested in going further next you

02:28

will look undoubtedly at the key words

02:30

and and the title of the paper if these

02:34

don't interest you at all you stop next

02:38

thing to look at really is the abstract

02:41

it's the most important part of the

02:44

paper for getting acquainted with the

02:46

paper but next I think you want to jump

02:49

to the conclusions you don't read the

02:51

intermediate steps you don't look at the

02:54

experimental and the introduction and

02:56

the results and discussion look at the

02:59

conclusions because if the conclusions

03:01

are not relevant to you

03:02

probably you don't want to go any

03:04

further so that this basically at this

03:08

point you've surveyed the paper and you

03:10

know whether or not it's really worth

03:12

your while to invest any time on it the

03:16

next thing that I think it's best to do

03:19

again because it's fairly fast is to

03:22

take a good look at the tables and the

03:26

figures and the captions because you can

03:29

do this quickly and it will tell you the

03:31

main things that went on when the when

03:35

the scientists did their work and again

03:37

it will help you decide do I really want

03:40

to dig into this paper or not if that's

03:44

the case and you want to dig in then the

03:47

place to start is the introduction and

03:50

this unit have to start reading

03:51

seriously and the introduction will

03:55

provide you with essential background

03:57

information that's one of the roles of

04:00

the introduction another role of the

04:03

introduction is to let you know why the

04:06

authors of the paper did did the

04:08

particular study and I think these are

04:11

important things for you to know before

04:14

digging in the real heart of a paper is

04:19

the results and discussion section of

04:21

the paper here's where you're going to

04:23

spend most of your time and going

04:26

through the paper finally

04:29

at this point you may decide to stop

04:31

you've had enough but if the paper is

04:34

really extremely relevant to what you

04:36

are currently working on then it's time

04:39

to dig very deeply and get into the

04:43

details of the experimental section of

04:45

the paper and this is where you really

04:48

learn what the authors actually did but

04:51

more importantly it's how you it's where

04:55

you learn how they did things and you

04:58

may need that level of detail in your

05:01

own work um once once you've done

05:05

reading the paper uh you can you can

05:10

stop however I think it's a really good

05:13

idea to develop some kind of system

05:16

where you take some notes on the paper

05:19

these notes aren't going to serve you

05:22

any good next week or maybe even next

05:25

month but down the road maybe when you

05:28

start to write your own first paper

05:31

having some notes on these papers that

05:34

you've read will be very beneficial and

05:37

will really save you a lot of time it'll

05:39

tell you which papers you should reread

05:42

before you start writing which papers

05:45

you don't need to include in as

05:49

references in your own manuscript

05:52

because they're not relevant so taking

05:55

some notes when you can as you finish

05:57

reading a paper is a really good idea

06:00

and and these notes should be in a

06:02

notebook or in some system and not

06:05

simply written on the PDF of the paper

06:10

because that you can't collect those

06:12

those notes very easily you want these

06:14

notes readily accessible for instance on

06:17

an index card or a bunch of index cards

06:20

so that you can flip through them

06:21

quickly and take a look at all the all

06:24

the relevant papers there's an old

06:27

saying

06:28

I think it's Chinese in origin that the

06:31

faintest writing is better than the best

06:35

memory and in the course of my time

06:39

involved in science I am here to

06:43

tell you that's that old saying is

06:45

really right these are the main things I

06:48

wanted to leave you with reading a paper

06:52

or surveying a paper may take 30 seconds

06:55

or if it's really relevant it may take

06:58

several days several hours or even the

07:01

major part of a day to go through the

07:03

entire manuscript and really come to

07:05

grips with it that's that's about all I

07:09

can tell you it's a it's a skill that

07:11

has to be learned to be productive in

07:15

graduate school and productive as a

07:17

research scientist

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