How To Read a Scientific Research Paper: Extracting the Essentials

author DataVisBob Laramee   2 year ago
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How to read a scientific paper

Reading a scientific paper can be quite a daunting task, but I've recently come across a technique that makes reading and understanding these papers a lot easier! Music: Before I Sleep by Muciojad https://soundcloud.com/muciojad Let's Party by HookSounds http://www.hooksounds.com/ ----------|---------- I am Chantel Elston, a second year marine biology PhD student. Join me on my journey as I discover our wonderful oceans and try to survive PhD life. twitter: @chantel3474 instagram: https://www.instagram.com/tellysmarinetales/?hl=en

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Conducting a scientific literature survey is challenging. This seminar offers students and researchers a starting point and several aspects to consider when writing scientific literature surveys. A link to the previous lecture on How to Read a Scientific Paper is here: https://youtu.be/M5G1_9Gsnqg Here is a fancy literature survey: Liam McNabb and Robert S. Laramee, Survey of Surveys (SoS)-Mapping the Landscape of Survey Papers in Information Visualization in Computer Graphics Forum (CGF) , Volume 36, Number 3, (June) 2017, pages 589-617 http://cs.swan.ac.uk/~csbob/research/star/sos/mcnabb17sos.pdf Connect with DataVis Bob on Facebook: https://www.facebook.com/datavisbob

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In this video, Prof. Pete Carr (faculty member at the University of Minnesota, Department of Chemistry) shares an algorithm to read a scientific paper more efficiently. One might start reading the paper in the order in which it is written, for example, title, abstract, introduction, etc., however, there is a more efficient method to extract the most information from the article, in the least amount of time.

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How to Read a Research Paper

Only a few days left to signup for my Decentralized Applications course! https://www.theschool.ai Ever wondered how I consume research so fast? I'm going to describe the process i use to read lots of machine learning research papers fast and efficiently. It's basically a 3-pass approach, i'll go over the details and show you the extra resources I use to learn these advanced topics. You don't have to be a PhD, anyone can read research papers. It just takes practice and patience. Please Subscribe! And like. And comment. That's what keeps me going. Want more education? Connect with me here: Twitter: https://twitter.com/sirajraval Facebook: https://www.facebook.com/sirajology instagram: https://www.instagram.com/sirajraval More learning resources: http://www.arxiv-sanity.com/ https://www.reddit.com/r/MachineLearning/ https://www.elsevier.com/connect/infographic-how-to-read-a-scientific-paper https://www.quora.com/How-do-I-start-reading-research-papers-on-Machine-Learning https://www.reddit.com/r/MachineLearning/comments/6rj9r4/d_how_do_you_read_mathheavy_machine_learning/ https://machinelearningmastery.com/how-to-research-a-machine-learning-algorithm/ http://www.sciencemag.org/careers/2016/03/how-seriously-read-scientific-paper Join us in the Wizards Slack channel: http://wizards.herokuapp.com/ And please support me on Patreon: https://www.patreon.com/user?u=3191693

Abstract
PhD students or researchers starting a new research project or initiating work in an unfamiliar research direction often undertake a scientific literature search in order to inform themselves with respect to a chosen topic. This start-up phase involves wading through and reading scores, if not hundreds, of research papers that have already been published in the area of interest. Reading a large quantity of scientific papers and capturing the essential information from them is a very challenging task. Furthermore, this difficulty only increases with the passage of time as the complexity of literature increases as well as the quantity of publications.
This lecture aims to instruct a starting PhD candidate or researcher on how to read a scientific research paper. By “read” we mean extracting the essential, most important information from a (previously) published scientific conference or journal paper. During the course of a PhD, the candidate will read many research papers containing a vast amount of information. However, it is not possible to remember all of the details presented, nor is it necessary. Here we identify and describe the essential knowledge that is best extracted and summarized when reading a research paper.

Robert S. Laramee, How to Read a Visualization Research Paper: Extracting the Essentials, IEEE Computer Graphics and Applications (IEEE CG&A), Vol. 31, No. 3, May/June 2011, pages 78-82

PDF
http://cs.swan.ac.uk/~csbob/research/how2read/laramee09how2read.pdf

DOI
http://dx.doi.org/10.1109/MCG.2011.44

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