From d60e267a3bd78f0bbfc095021ce2f6d8dcb67102 Mon Sep 17 00:00:00 2001 From: Kate Isaac <41767733+kweav@users.noreply.github.com> Date: Tue, 18 Jun 2024 17:31:49 -0400 Subject: [PATCH] take a beginning stab at what is comp work --- 01b-overview.Rmd | 10 +++++++++- book.bib | 17 +++++++++++++++++ resources/images/what_is_data_science_venn.png | Bin 0 -> 112310 bytes 3 files changed, 26 insertions(+), 1 deletion(-) create mode 100644 resources/images/what_is_data_science_venn.png diff --git a/01b-overview.Rmd b/01b-overview.Rmd index 0f02816..e447451 100644 --- a/01b-overview.Rmd +++ b/01b-overview.Rmd @@ -3,7 +3,15 @@ ottrpal::set_knitr_image_path() ``` -# What are computational biology and data science? +# What is data science? + +Study and use of computational skills within the field of biology may be described as data science, computational biology, or bioinformatics. While these terms may be used interchangeably by some, they do have distinctions. Specifically computational biology and bioinformatics are considered a subset of data science where in each case biology is the "domain specific knowledge" aspect of data science. Data science has been described as an interdisciplinary study combining computer science, applied math & statistics, and domain specific knowledge. That domain specific knowledge could be from any field with data: sociology, business, education -- or in the case of computational biology/bioinformatics -- biology. + +The Venn diagram below displays a model of this interdisciplinary view of data science and takes it a step further, encapsulating each subdivision and data science as a whole within the frame of ethics, as described in a PLOS Biology perspective of data science [@Bourne_2021]. + +![Venn Diagram: Defining Data Science](resources/images/what_is_data_science_venn.png) + +(Add a distinction for computational biology and bioinformatics here?) # Motivations for computational work diff --git a/book.bib b/book.bib index ec95aa4..6bffb5b 100644 --- a/book.bib +++ b/book.bib @@ -1,3 +1,20 @@ +@article{Bourne_2021, + title={Is “bioinformatics” dead?}, + volume={19}, + ISSN={1545-7885}, + DOI={10.1371/journal.pbio.3001165}, + abstractNote={Why would a computational biologist with 40 years of research experience say bioinformatics is dead? The short answer is, in being the Founding Dean of a new School of Data Science, what we do suddenly looks different.}, + number={3}, + journal={PLoS biology}, + author={Bourne, Philip E.}, + year={2021}, + month=mar, + pages={e3001165}, + language={eng} +} + + + @Manual{rmarkdown2021, title = {rmarkdown: Dynamic Documents for R}, author = {JJ Allaire and Yihui Xie and Jonathan McPherson and Javier Luraschi and Kevin Ushey and Aron Atkins and Hadley Wickham and Joe Cheng and Winston Chang and Richard Iannone}, diff --git a/resources/images/what_is_data_science_venn.png b/resources/images/what_is_data_science_venn.png new file mode 100644 index 0000000000000000000000000000000000000000..b924154061ea0071beb2fc9818a0452f3f63d466 GIT binary patch literal 112310 zcmeFZc{tST|2RAy=g>mhiKIozzGPpEWD8~ACk@Fi`#yEDR6>n4!YPIKA-RN{o}cw=db6wepg!F+v~nx`+E1{uC^-EVYb5%2!u&p?UpVC z!tewF`BUm3J-9R1TdxfMI^?Qm;tqiv{Y?9PAeQeaJ9xv@PT$zWSnG}q%*9F2%G%|D 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