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making the web 
work for science 
kaitlin thaney 
@kaythaney ; @mozillascience 
NCI / 15 oct 2014 
1
doing good is part of our code 
2
help researchers use the 
power of the open web to 
change science’s future. 
3
(0) 
4
5
6
power, performance, scale 
7
our current systems are 
designed to create 
friction. 
despite original intentions. 
8
current state of science 
articles 
data 
patents 
9
some have a firehose 
articles 
data 
patents 
10
traditions last not because they are 
excellent, but because influential 
people are averse to change and 
because of the sheer burdens of 
transition to a better state ... 
“ 
“ 
Cass Sunstein 
11
downside of output-driven 
recognition systems 
12
“There’s greater reward, 
and more temptation to 
bend the rules.” 
- David Resnik, bioethicist 
13
(1) 
14
leveraging the power of 
the web for scholarship 
15
“web-enabled research” 
- access to content, data, code, materials. 
- emergence of “web-native” tools. 
- rewards for openness, interop, collaboration, sharing. 
- push for ROI, reuse, recomputability, transparency. 
16
what do we mean by 
“open research”? 
community technology practices 
collaborative interoperable open review 
participatory discoverable data 
management 
recognition open tools sharing / reuse 
mentorship designed for 
reuse 
documentation / 
versioning 
17
we’re rewarding the 
wrong behavior. 
at the sacrifice of scientific progress. 
18
Source: Michener, 2006 Ecoinformatics. 
19
Source: Wolkovich et al. GCB 2012. 
20
“... up to 70 percent of research from academic labs cannot be 
reproduced, representing an enormous waste of money and effort.” 
- Elizabeth Iorns, Science Exchange 
21
wasted ... 
$$$ 
time 
resource 
opportunity 
22
“research hygiene” 
instill best 
(digital, 
reproducible) 
practice 
23
(2) 
24
shifting practice takes a 
multi-faceted approach. 
looking beyond “open” science. 
25
infrastructure layers for 
efficient, reproducible research 
research social capital capacity 
open tools 
standards 
best practices 
research objects 
scientific software 
repositories 
incentives 
recognition / P&T 
interdisciplinarity 
collaboration 
community dialogue 
training 
mentorship 
professional dev 
new policies 
recognition 
stakeholders: universities, researchers, 
tool dev, funders, publishers ... 
26
freedom to prototype 
and innovate. 
(connecting the dots.) 
27
our systems need to 
talk to one another. 
leveraging open technology, existing infrastructure. 
28
29
30
code as a research object 
what’s needed to reuse ? 
http://bit.ly/mozfiggit 
31
code as a research object 
http://xkcd.com/285/ 
http://bit.ly/mozfiggit 
32
33
34
35
(community driven) 
metadata for software discovery: JSON-LD 
http://bit.ly/mozfiggit 
36
(3) 
37
our practices are 
limiting us. 
how to further adoption of 
open, web-enabled science? 
38
infrastructure layers 
social 
software 
hardware 
39
“web-enabled science” 
- access to content, data, code, materials. 
- emergence of “web-native” tools. 
- rewards for openness, interop, collaboration, sharing. 
- push for ROI, reuse, recomputability, transparency. 
40
“web-enabled science” 
what’s missing? - access to content, data, code, materials. 
- emergence of “web-native” tools. 
- rewards for openness, interop, collaboration, sharing. 
- push for ROI, reuse, recomputability, transparency. 
41
current activity: 
235+ instructors 
(60+, training) 
4000+ learners 
42
43
rethinking 
“professional development” 
44
focus on building capacity, 
not just more nodes. 
45
fostering a (sustainable) 
community of practitioners 
46
(4) 
47
shifting practice 
(and getting it to stick) 
is challenging. 
(takeaways and closing caveats.) 
48
49
can we do the same 
for research on the web? 
63 nations 
10,000 scientists 
50,000 participants 
50
what are the necessary components? 
tools and technology 
cultural awareness, best practice 
connections, open dialogue 
skills training 
51
Source: Piwowar, et al. PLOS. 
52
1. bake reproducible 
practices into the fabric of 
research. 
53
2. design to unlock latent 
potential of our systems. 
(the technology is already there.) 
54
3. rethink how we reward 
researchers and support 
roles. 
(and don’t be afraid to hit refresh.) 
55
4. be mindful of jargon/ 
semantics traps. 
56
we’re here to help. 
teach, contribute, learn. 
http://mozillascience.org 
sciencelab@mozillafoundation.org 
57
kaitlin@mozillafoundation.org 
@kaythaney ; @mozillascience 
special thanks: 
58

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