SlideShare ist ein Scribd-Unternehmen logo
1 von 167
Downloaden Sie, um offline zu lesen
What Academia Can Learn 
from Open Source 
! 
Arfon Smith 
arfon@github.com 
@arfon 
Creative Commons Attribution 3.0 Unported License 
"
!
What is a GitHub?
A story from my life 
(10 years ago)
Astronomer
tl;dr - technical, but brimming 
with inefficiencies
http://www.flickr.com/photos/blachswan
http://www.flickr.com/photos/esoastronomy/
httttp://www.flflickr.com/photos/jeasmoaiesgtirlobneortmy/
http://amandabauer.blogspot.com/
Diffraction grating 
Telescope 
Detector
> cat bad_pix_mask.txt 
130 130 1 2048 
189 189 258 258 
480 562 378 378 
493 521 390 397 
851 851 247 274 
319 319 304 580 
493 511 610 636 
188 188 228 228
Wasteful
Wasteful 
2 days work
Wasteful 
2 days work 
3 observing runs/week
Wasteful 
2 days work 
3 observing runs/week 
52 weeks in year
Wasteful 
2 days work 
3 observing runs/week 
52 weeks in year 
15 year detector lifetime
Wasteful 
2 days work 
3 observing runs/week 
52 weeks in year 
15 year detector lifetime 
2*3*52*15 = 4680 days (13 years)
Wasteful
 but the norm 
2 days work 
3 observing runs/week 
52 weeks in year 
15 year detector lifetime 
2*3*52*15 = 4680 days (13 years)
A second story from my life 
(2 months ago)
Software composed of many 
components
Your software is the thing 
that is different
Open Source: Ubiquitous 
culture of reuse
Why isn’t academia like this?
http://dx.doi.org/ 
10.1051/0004-6361
Careers are based on 
paper counts
Careers are based on 
paper citations
Three major problems
1. ’Novel’ results preferred
2. Reduced collaboration
3. The format sucks
Explain what you did
So that others can repeat
Everybody learns
It’s the way that we explain 
that matters most
State of the art technology
State of the art technology
 
for the late 17th century* 
* Michael Nielsen
Data, methods, prose
http://www.nature.com/news/2011/111005/full/478026a.html
BIG SCIENCE
Numbers, data Science! 
Complex stuff
Reproducibility 
Data intensive
Verification may take years 
(if at all)
What do open source 
collaborations do well?
Open Source vs 
Open Collaborations 
Open source collaborations
Open Source: the right to 
modify, not the right to 
contribute. 
Open source collaborations
Open Collaborations: a highly 
collaborative development 
process and are receptive to 
contributions Open source of collaborations 
code, 
documentation, discussion, etc 
from anyone who shows 
competent interest.
Open Collaborations: a highly 
collaborative THIS 
development 
process and are receptive to 
contributions Open source of collaborations 
code, 
documentation, discussion, etc 
from anyone who shows 
competent interest.
Ubiquitous culture of reuse
Expose their collaborative 
process
How do 4000 people 
work together?
The pull request
Code first, permission later 
discuss improve
Every time this happens the 
community learns
Merged pull requests
“open source is
 
reproducible by necessity” 
Fernando Perez 
http://blog.fperez.org/2013/11/an-ambitious-experiment-in-data-science.html
Better at collaborating 
because they have to be
Open = Public? 
(doesn’t have to mean this)
‘Open Source’ way of 
working
Open (within your team, 
department or institution)
Electronic & Available
Asynchronous, exposed process
Lock-free
Low friction collaboration
Academia can learn from 
open source
Academia must learn from 
open source
What’s happening in academia 
today?
Collaboration around code
Collaborative authoring
Collaborative teaching
Where might more significant 
change happen?
Where do communities form?
Around a shared challenge?
Around shared data?
10n ? 
Level 1 (continual) 
Level 2 (periodic)
Informatics and Statistics 
Active Galactic Nuclei Solar System 
Dark Energy (DESC) 
Stars, Milky Way 
Strong lensing 
Transients/variable stars 
Galaxies 
Large-scale structure 
Supernovae Weak lensing
Software composed of many 
components
Your software should be the 
thing that is different
science too! 
Your software should be the 
thing that is different
Scientific data is becoming 
more open
http://www.nature.com/news/2011/111005/full/478026a.html
How do we make this 
behaviour the norm?
Credit
“Academic environments of 
today do not reward tool 
builders” 
Ed Lazowska, OSTP event 
http://lazowska.cs.washington.edu/MS/MS.OSTP.pdf
“publishing a paper about 
code is basically just 
advertising” 
David Donoho 
http://www.stanford.edu/~vcs/Video.html
How to derive meaningful 
metrics from open 
contributions?
Trust
Discoverability
Barriers are cultural, not 
technical
Why should we care?
Because we paid for it?
Because open=good?
Because care about the 
creation of knowledge?
Open source has solved much 
of what academia needs
Our challenge is to adapt and 
evolve the academy in this 
new collaborative age
Thanks 
arfon@github.com 
@arfon 
"

Weitere Àhnliche Inhalte

Was ist angesagt?

20080422 Long tail science
20080422 Long tail science20080422 Long tail science
20080422 Long tail scienceBill Anderson
 
Ditching the Digital
Ditching the DigitalDitching the Digital
Ditching the DigitalJames Baker
 
Fabelier, a *Lab to make things
Fabelier, a *Lab to make thingsFabelier, a *Lab to make things
Fabelier, a *Lab to make thingsAntoine MaziĂšres
 
The "social" side of digital science
The "social" side of digital scienceThe "social" side of digital science
The "social" side of digital scienceKaitlin Thaney
 
The Double-Edged Lens: Digital Camera in Collections-Based Instruction
The Double-Edged Lens: Digital Camera in Collections-Based InstructionThe Double-Edged Lens: Digital Camera in Collections-Based Instruction
The Double-Edged Lens: Digital Camera in Collections-Based InstructionRobin M. Katz
 
Research, technology & networks
Research, technology & networksResearch, technology & networks
Research, technology & networksMartin Weller
 
OpenNotebookScience NOW!
OpenNotebookScience NOW!OpenNotebookScience NOW!
OpenNotebookScience NOW!petermurrayrust
 
Curriculum and Actor Network Theory
Curriculum and Actor Network TheoryCurriculum and Actor Network Theory
Curriculum and Actor Network TheoryMichael Carroll
 
New and Emerging Forms of Data
New and Emerging Forms of DataNew and Emerging Forms of Data
New and Emerging Forms of DataDavid De Roure
 
e-Research 2.0: Taking the measure of Web 2.0 in e-Research
e-Research 2.0: Taking the measure of Web 2.0 in e-Researche-Research 2.0: Taking the measure of Web 2.0 in e-Research
e-Research 2.0: Taking the measure of Web 2.0 in e-ResearchEric Meyer
 
Science @ Columbia (tumblr) - METRO - 13_0115
Science @ Columbia (tumblr) - METRO - 13_0115Science @ Columbia (tumblr) - METRO - 13_0115
Science @ Columbia (tumblr) - METRO - 13_0115jeffreylancaster
 
Networks: A Crash Course at Local Social Summit
Networks: A Crash Course at Local Social SummitNetworks: A Crash Course at Local Social Summit
Networks: A Crash Course at Local Social Summitberniehogan
 
A workflow experiment; or (The Unexpected Virtue of Ignorance)
A workflow experiment; or (The Unexpected Virtue of Ignorance)A workflow experiment; or (The Unexpected Virtue of Ignorance)
A workflow experiment; or (The Unexpected Virtue of Ignorance)James Baker
 
From socially to scholarly and back again
From socially to scholarly and back againFrom socially to scholarly and back again
From socially to scholarly and back againKudos
 
Online Outreach for Scientists
Online Outreach for ScientistsOnline Outreach for Scientists
Online Outreach for ScientistsMiriam Goldstein
 
Learning, teaching & Web 2.0: Finding a comfortable fit
Learning, teaching & Web 2.0: Finding a comfortable fit Learning, teaching & Web 2.0: Finding a comfortable fit
Learning, teaching & Web 2.0: Finding a comfortable fit drpmcgee
 
Optimizing the school office through technology
Optimizing the school office through technologyOptimizing the school office through technology
Optimizing the school office through technologyMartin Spriggs
 
SciELO 2013: Empowering Scholars with Altmetrics
SciELO 2013: Empowering Scholars with AltmetricsSciELO 2013: Empowering Scholars with Altmetrics
SciELO 2013: Empowering Scholars with AltmetricsWilliam Gunn
 
Charleston 2013: The Social Side of Research
Charleston 2013: The Social Side of ResearchCharleston 2013: The Social Side of Research
Charleston 2013: The Social Side of ResearchWilliam Gunn
 
Shifting Scientific Practice - ORCID 2015
Shifting Scientific Practice - ORCID 2015Shifting Scientific Practice - ORCID 2015
Shifting Scientific Practice - ORCID 2015Kaitlin Thaney
 

Was ist angesagt? (20)

20080422 Long tail science
20080422 Long tail science20080422 Long tail science
20080422 Long tail science
 
Ditching the Digital
Ditching the DigitalDitching the Digital
Ditching the Digital
 
Fabelier, a *Lab to make things
Fabelier, a *Lab to make thingsFabelier, a *Lab to make things
Fabelier, a *Lab to make things
 
The "social" side of digital science
The "social" side of digital scienceThe "social" side of digital science
The "social" side of digital science
 
The Double-Edged Lens: Digital Camera in Collections-Based Instruction
The Double-Edged Lens: Digital Camera in Collections-Based InstructionThe Double-Edged Lens: Digital Camera in Collections-Based Instruction
The Double-Edged Lens: Digital Camera in Collections-Based Instruction
 
Research, technology & networks
Research, technology & networksResearch, technology & networks
Research, technology & networks
 
OpenNotebookScience NOW!
OpenNotebookScience NOW!OpenNotebookScience NOW!
OpenNotebookScience NOW!
 
Curriculum and Actor Network Theory
Curriculum and Actor Network TheoryCurriculum and Actor Network Theory
Curriculum and Actor Network Theory
 
New and Emerging Forms of Data
New and Emerging Forms of DataNew and Emerging Forms of Data
New and Emerging Forms of Data
 
e-Research 2.0: Taking the measure of Web 2.0 in e-Research
e-Research 2.0: Taking the measure of Web 2.0 in e-Researche-Research 2.0: Taking the measure of Web 2.0 in e-Research
e-Research 2.0: Taking the measure of Web 2.0 in e-Research
 
Science @ Columbia (tumblr) - METRO - 13_0115
Science @ Columbia (tumblr) - METRO - 13_0115Science @ Columbia (tumblr) - METRO - 13_0115
Science @ Columbia (tumblr) - METRO - 13_0115
 
Networks: A Crash Course at Local Social Summit
Networks: A Crash Course at Local Social SummitNetworks: A Crash Course at Local Social Summit
Networks: A Crash Course at Local Social Summit
 
A workflow experiment; or (The Unexpected Virtue of Ignorance)
A workflow experiment; or (The Unexpected Virtue of Ignorance)A workflow experiment; or (The Unexpected Virtue of Ignorance)
A workflow experiment; or (The Unexpected Virtue of Ignorance)
 
From socially to scholarly and back again
From socially to scholarly and back againFrom socially to scholarly and back again
From socially to scholarly and back again
 
Online Outreach for Scientists
Online Outreach for ScientistsOnline Outreach for Scientists
Online Outreach for Scientists
 
Learning, teaching & Web 2.0: Finding a comfortable fit
Learning, teaching & Web 2.0: Finding a comfortable fit Learning, teaching & Web 2.0: Finding a comfortable fit
Learning, teaching & Web 2.0: Finding a comfortable fit
 
Optimizing the school office through technology
Optimizing the school office through technologyOptimizing the school office through technology
Optimizing the school office through technology
 
SciELO 2013: Empowering Scholars with Altmetrics
SciELO 2013: Empowering Scholars with AltmetricsSciELO 2013: Empowering Scholars with Altmetrics
SciELO 2013: Empowering Scholars with Altmetrics
 
Charleston 2013: The Social Side of Research
Charleston 2013: The Social Side of ResearchCharleston 2013: The Social Side of Research
Charleston 2013: The Social Side of Research
 
Shifting Scientific Practice - ORCID 2015
Shifting Scientific Practice - ORCID 2015Shifting Scientific Practice - ORCID 2015
Shifting Scientific Practice - ORCID 2015
 

Andere mochten auch

The Anti-Henry Ford: How 200 hour discoveries revolutionized the way we do bu...
The Anti-Henry Ford: How 200 hour discoveries revolutionized the way we do bu...The Anti-Henry Ford: How 200 hour discoveries revolutionized the way we do bu...
The Anti-Henry Ford: How 200 hour discoveries revolutionized the way we do bu...All Things Open
 
Developing Apps for Google Glass Using Javascript & Ruby
Developing Apps for Google Glass Using Javascript & RubyDeveloping Apps for Google Glass Using Javascript & Ruby
Developing Apps for Google Glass Using Javascript & RubyAll Things Open
 
Great Artists (Designers) Steal
Great Artists (Designers) StealGreat Artists (Designers) Steal
Great Artists (Designers) StealAll Things Open
 
The Ember.js Framework - Everything You Need To Know
The Ember.js Framework - Everything You Need To KnowThe Ember.js Framework - Everything You Need To Know
The Ember.js Framework - Everything You Need To KnowAll Things Open
 
Software Development as a Civic Service
Software Development as a Civic ServiceSoftware Development as a Civic Service
Software Development as a Civic ServiceAll Things Open
 
Choosing a Javascript Framework
Choosing a Javascript FrameworkChoosing a Javascript Framework
Choosing a Javascript FrameworkAll Things Open
 
Building the iRODS Consortium
Building the iRODS ConsortiumBuilding the iRODS Consortium
Building the iRODS ConsortiumAll Things Open
 
JavaScript and Internet Controlled Hardware Prototyping
JavaScript and Internet Controlled Hardware PrototypingJavaScript and Internet Controlled Hardware Prototyping
JavaScript and Internet Controlled Hardware PrototypingAll Things Open
 
Open Source & The Internet of Things
Open Source & The Internet of ThingsOpen Source & The Internet of Things
Open Source & The Internet of ThingsAll Things Open
 
What Does Big Data Really Mean for Your Business?
What Does Big Data Really Mean for Your Business?What Does Big Data Really Mean for Your Business?
What Does Big Data Really Mean for Your Business?All Things Open
 
Open Source in Healthcare
Open Source in HealthcareOpen Source in Healthcare
Open Source in HealthcareAll Things Open
 
Open Source Systems Administration
Open Source Systems AdministrationOpen Source Systems Administration
Open Source Systems AdministrationAll Things Open
 
Giving a URL to All Objects using BeaconsÂČ
Giving a URL to All Objects using BeaconsÂČGiving a URL to All Objects using BeaconsÂČ
Giving a URL to All Objects using BeaconsÂČAll Things Open
 
Apache Spark: Lightning Fast Cluster Computing
Apache Spark: Lightning Fast Cluster ComputingApache Spark: Lightning Fast Cluster Computing
Apache Spark: Lightning Fast Cluster ComputingAll Things Open
 
Clojure: Simple By Design
Clojure: Simple By DesignClojure: Simple By Design
Clojure: Simple By DesignAll Things Open
 
All Things Open Opening Keynote
All Things Open Opening KeynoteAll Things Open Opening Keynote
All Things Open Opening KeynoteAll Things Open
 
I Know It Was MEAN, But I Cut the Cord to LAMP Anyway
I Know It Was MEAN, But I Cut the Cord to LAMP AnywayI Know It Was MEAN, But I Cut the Cord to LAMP Anyway
I Know It Was MEAN, But I Cut the Cord to LAMP AnywayAll Things Open
 
Open Sourcing the Public Library
Open Sourcing the Public LibraryOpen Sourcing the Public Library
Open Sourcing the Public LibraryAll Things Open
 
The PHP Renaissance
The PHP RenaissanceThe PHP Renaissance
The PHP RenaissanceAll Things Open
 
Marketing is not all fluff; engineering is not all math
Marketing is not all fluff; engineering is not all mathMarketing is not all fluff; engineering is not all math
Marketing is not all fluff; engineering is not all mathAll Things Open
 

Andere mochten auch (20)

The Anti-Henry Ford: How 200 hour discoveries revolutionized the way we do bu...
The Anti-Henry Ford: How 200 hour discoveries revolutionized the way we do bu...The Anti-Henry Ford: How 200 hour discoveries revolutionized the way we do bu...
The Anti-Henry Ford: How 200 hour discoveries revolutionized the way we do bu...
 
Developing Apps for Google Glass Using Javascript & Ruby
Developing Apps for Google Glass Using Javascript & RubyDeveloping Apps for Google Glass Using Javascript & Ruby
Developing Apps for Google Glass Using Javascript & Ruby
 
Great Artists (Designers) Steal
Great Artists (Designers) StealGreat Artists (Designers) Steal
Great Artists (Designers) Steal
 
The Ember.js Framework - Everything You Need To Know
The Ember.js Framework - Everything You Need To KnowThe Ember.js Framework - Everything You Need To Know
The Ember.js Framework - Everything You Need To Know
 
Software Development as a Civic Service
Software Development as a Civic ServiceSoftware Development as a Civic Service
Software Development as a Civic Service
 
Choosing a Javascript Framework
Choosing a Javascript FrameworkChoosing a Javascript Framework
Choosing a Javascript Framework
 
Building the iRODS Consortium
Building the iRODS ConsortiumBuilding the iRODS Consortium
Building the iRODS Consortium
 
JavaScript and Internet Controlled Hardware Prototyping
JavaScript and Internet Controlled Hardware PrototypingJavaScript and Internet Controlled Hardware Prototyping
JavaScript and Internet Controlled Hardware Prototyping
 
Open Source & The Internet of Things
Open Source & The Internet of ThingsOpen Source & The Internet of Things
Open Source & The Internet of Things
 
What Does Big Data Really Mean for Your Business?
What Does Big Data Really Mean for Your Business?What Does Big Data Really Mean for Your Business?
What Does Big Data Really Mean for Your Business?
 
Open Source in Healthcare
Open Source in HealthcareOpen Source in Healthcare
Open Source in Healthcare
 
Open Source Systems Administration
Open Source Systems AdministrationOpen Source Systems Administration
Open Source Systems Administration
 
Giving a URL to All Objects using BeaconsÂČ
Giving a URL to All Objects using BeaconsÂČGiving a URL to All Objects using BeaconsÂČ
Giving a URL to All Objects using BeaconsÂČ
 
Apache Spark: Lightning Fast Cluster Computing
Apache Spark: Lightning Fast Cluster ComputingApache Spark: Lightning Fast Cluster Computing
Apache Spark: Lightning Fast Cluster Computing
 
Clojure: Simple By Design
Clojure: Simple By DesignClojure: Simple By Design
Clojure: Simple By Design
 
All Things Open Opening Keynote
All Things Open Opening KeynoteAll Things Open Opening Keynote
All Things Open Opening Keynote
 
I Know It Was MEAN, But I Cut the Cord to LAMP Anyway
I Know It Was MEAN, But I Cut the Cord to LAMP AnywayI Know It Was MEAN, But I Cut the Cord to LAMP Anyway
I Know It Was MEAN, But I Cut the Cord to LAMP Anyway
 
Open Sourcing the Public Library
Open Sourcing the Public LibraryOpen Sourcing the Public Library
Open Sourcing the Public Library
 
The PHP Renaissance
The PHP RenaissanceThe PHP Renaissance
The PHP Renaissance
 
Marketing is not all fluff; engineering is not all math
Marketing is not all fluff; engineering is not all mathMarketing is not all fluff; engineering is not all math
Marketing is not all fluff; engineering is not all math
 

Ähnlich wie What Academia Can Learn from Open Source

New e-Science Edinburgh Late Edition
New e-Science Edinburgh Late EditionNew e-Science Edinburgh Late Edition
New e-Science Edinburgh Late EditionDavid De Roure
 
Gridforum David De Roure Newe Science 20080402
Gridforum David De Roure Newe Science 20080402Gridforum David De Roure Newe Science 20080402
Gridforum David De Roure Newe Science 20080402vrij
 
The New e-Science (Bangalore Edition)
The New e-Science (Bangalore Edition)The New e-Science (Bangalore Edition)
The New e-Science (Bangalore Edition)David De Roure
 
myExperiment @ Nettab
myExperiment @ NettabmyExperiment @ Nettab
myExperiment @ NettabDuncan Hull
 
The Evolution of e-Research: Machines, Methods and Music
The Evolution of e-Research: Machines, Methods and MusicThe Evolution of e-Research: Machines, Methods and Music
The Evolution of e-Research: Machines, Methods and MusicDavid De Roure
 
The culture of researchData
The culture of researchData The culture of researchData
The culture of researchData TheContentMine
 
The Culture of Research Data, by Peter Murray-Rust
The Culture of Research Data, by Peter Murray-RustThe Culture of Research Data, by Peter Murray-Rust
The Culture of Research Data, by Peter Murray-RustLEARN Project
 
Scott Edmunds: Using FAIR principles for more Open & Democratic Science
Scott Edmunds: Using FAIR principles for more Open & Democratic ScienceScott Edmunds: Using FAIR principles for more Open & Democratic Science
Scott Edmunds: Using FAIR principles for more Open & Democratic ScienceGigaScience, BGI Hong Kong
 
The New e-Science
The New e-ScienceThe New e-Science
The New e-ScienceDavid De Roure
 
The culture of researchData
The culture of researchDataThe culture of researchData
The culture of researchDatapetermurrayrust
 
Blogs Logs Pods: Smart Labs
Blogs Logs Pods: Smart LabsBlogs Logs Pods: Smart Labs
Blogs Logs Pods: Smart LabsJeremy Frey
 
e-Research and the Demise of the Scholarly Article
e-Research and the Demise of the Scholarly Articlee-Research and the Demise of the Scholarly Article
e-Research and the Demise of the Scholarly ArticleDavid De Roure
 
Scholarly Social Machines Essay
Scholarly Social Machines EssayScholarly Social Machines Essay
Scholarly Social Machines EssayDavid De Roure
 
How the Web can change social science research (including yours)
How the Web can change social science research (including yours)How the Web can change social science research (including yours)
How the Web can change social science research (including yours)Frank van Harmelen
 
Social Machines Paradigm
Social Machines ParadigmSocial Machines Paradigm
Social Machines ParadigmDavid De Roure
 
HKU Data Curation MLIM7350 Class 8
HKU Data Curation MLIM7350 Class 8HKU Data Curation MLIM7350 Class 8
HKU Data Curation MLIM7350 Class 8Scott Edmunds
 
Open Research Data: Licensing | Standards | Future
Open Research Data: Licensing | Standards | FutureOpen Research Data: Licensing | Standards | Future
Open Research Data: Licensing | Standards | FutureRoss Mounce
 
Describing Everything - Open Web standards and classiïŹcation
Describing Everything - Open Web standards and classiïŹcationDescribing Everything - Open Web standards and classiïŹcation
Describing Everything - Open Web standards and classiïŹcationDan Brickley
 
Social Machines of Scholarly Collaboration
Social Machines of Scholarly CollaborationSocial Machines of Scholarly Collaboration
Social Machines of Scholarly CollaborationDavid De Roure
 
Online information 2010_track_two_final_corrected
Online information 2010_track_two_final_correctedOnline information 2010_track_two_final_corrected
Online information 2010_track_two_final_correctedBasset Hervé
 

Ähnlich wie What Academia Can Learn from Open Source (20)

New e-Science Edinburgh Late Edition
New e-Science Edinburgh Late EditionNew e-Science Edinburgh Late Edition
New e-Science Edinburgh Late Edition
 
Gridforum David De Roure Newe Science 20080402
Gridforum David De Roure Newe Science 20080402Gridforum David De Roure Newe Science 20080402
Gridforum David De Roure Newe Science 20080402
 
The New e-Science (Bangalore Edition)
The New e-Science (Bangalore Edition)The New e-Science (Bangalore Edition)
The New e-Science (Bangalore Edition)
 
myExperiment @ Nettab
myExperiment @ NettabmyExperiment @ Nettab
myExperiment @ Nettab
 
The Evolution of e-Research: Machines, Methods and Music
The Evolution of e-Research: Machines, Methods and MusicThe Evolution of e-Research: Machines, Methods and Music
The Evolution of e-Research: Machines, Methods and Music
 
The culture of researchData
The culture of researchData The culture of researchData
The culture of researchData
 
The Culture of Research Data, by Peter Murray-Rust
The Culture of Research Data, by Peter Murray-RustThe Culture of Research Data, by Peter Murray-Rust
The Culture of Research Data, by Peter Murray-Rust
 
Scott Edmunds: Using FAIR principles for more Open & Democratic Science
Scott Edmunds: Using FAIR principles for more Open & Democratic ScienceScott Edmunds: Using FAIR principles for more Open & Democratic Science
Scott Edmunds: Using FAIR principles for more Open & Democratic Science
 
The New e-Science
The New e-ScienceThe New e-Science
The New e-Science
 
The culture of researchData
The culture of researchDataThe culture of researchData
The culture of researchData
 
Blogs Logs Pods: Smart Labs
Blogs Logs Pods: Smart LabsBlogs Logs Pods: Smart Labs
Blogs Logs Pods: Smart Labs
 
e-Research and the Demise of the Scholarly Article
e-Research and the Demise of the Scholarly Articlee-Research and the Demise of the Scholarly Article
e-Research and the Demise of the Scholarly Article
 
Scholarly Social Machines Essay
Scholarly Social Machines EssayScholarly Social Machines Essay
Scholarly Social Machines Essay
 
How the Web can change social science research (including yours)
How the Web can change social science research (including yours)How the Web can change social science research (including yours)
How the Web can change social science research (including yours)
 
Social Machines Paradigm
Social Machines ParadigmSocial Machines Paradigm
Social Machines Paradigm
 
HKU Data Curation MLIM7350 Class 8
HKU Data Curation MLIM7350 Class 8HKU Data Curation MLIM7350 Class 8
HKU Data Curation MLIM7350 Class 8
 
Open Research Data: Licensing | Standards | Future
Open Research Data: Licensing | Standards | FutureOpen Research Data: Licensing | Standards | Future
Open Research Data: Licensing | Standards | Future
 
Describing Everything - Open Web standards and classiïŹcation
Describing Everything - Open Web standards and classiïŹcationDescribing Everything - Open Web standards and classiïŹcation
Describing Everything - Open Web standards and classiïŹcation
 
Social Machines of Scholarly Collaboration
Social Machines of Scholarly CollaborationSocial Machines of Scholarly Collaboration
Social Machines of Scholarly Collaboration
 
Online information 2010_track_two_final_corrected
Online information 2010_track_two_final_correctedOnline information 2010_track_two_final_corrected
Online information 2010_track_two_final_corrected
 

Mehr von All Things Open

Building Reliability - The Realities of Observability
Building Reliability - The Realities of ObservabilityBuilding Reliability - The Realities of Observability
Building Reliability - The Realities of ObservabilityAll Things Open
 
Modern Database Best Practices
Modern Database Best PracticesModern Database Best Practices
Modern Database Best PracticesAll Things Open
 
Open Source and Public Policy
Open Source and Public PolicyOpen Source and Public Policy
Open Source and Public PolicyAll Things Open
 
Weaving Microservices into a Unified GraphQL Schema with graph-quilt - Ashpak...
Weaving Microservices into a Unified GraphQL Schema with graph-quilt - Ashpak...Weaving Microservices into a Unified GraphQL Schema with graph-quilt - Ashpak...
Weaving Microservices into a Unified GraphQL Schema with graph-quilt - Ashpak...All Things Open
 
The State of Passwordless Auth on the Web - Phil Nash
The State of Passwordless Auth on the Web - Phil NashThe State of Passwordless Auth on the Web - Phil Nash
The State of Passwordless Auth on the Web - Phil NashAll Things Open
 
Total ReDoS: The dangers of regex in JavaScript
Total ReDoS: The dangers of regex in JavaScriptTotal ReDoS: The dangers of regex in JavaScript
Total ReDoS: The dangers of regex in JavaScriptAll Things Open
 
What Does Real World Mass Adoption of Decentralized Tech Look Like?
What Does Real World Mass Adoption of Decentralized Tech Look Like?What Does Real World Mass Adoption of Decentralized Tech Look Like?
What Does Real World Mass Adoption of Decentralized Tech Look Like?All Things Open
 
How to Write & Deploy a Smart Contract
How to Write & Deploy a Smart ContractHow to Write & Deploy a Smart Contract
How to Write & Deploy a Smart ContractAll Things Open
 
Spinning Your Drones with Cadence Workflows, Apache Kafka and TensorFlow
 Spinning Your Drones with Cadence Workflows, Apache Kafka and TensorFlow Spinning Your Drones with Cadence Workflows, Apache Kafka and TensorFlow
Spinning Your Drones with Cadence Workflows, Apache Kafka and TensorFlowAll Things Open
 
DEI Challenges and Success
DEI Challenges and SuccessDEI Challenges and Success
DEI Challenges and SuccessAll Things Open
 
Scaling Web Applications with Background
Scaling Web Applications with BackgroundScaling Web Applications with Background
Scaling Web Applications with BackgroundAll Things Open
 
Supercharging tutorials with WebAssembly
Supercharging tutorials with WebAssemblySupercharging tutorials with WebAssembly
Supercharging tutorials with WebAssemblyAll Things Open
 
Using SQL to Find Needles in Haystacks
Using SQL to Find Needles in HaystacksUsing SQL to Find Needles in Haystacks
Using SQL to Find Needles in HaystacksAll Things Open
 
Configuration Security as a Game of Pursuit Intercept
Configuration Security as a Game of Pursuit InterceptConfiguration Security as a Game of Pursuit Intercept
Configuration Security as a Game of Pursuit InterceptAll Things Open
 
Scaling an Open Source Sponsorship Program
Scaling an Open Source Sponsorship ProgramScaling an Open Source Sponsorship Program
Scaling an Open Source Sponsorship ProgramAll Things Open
 
Build Developer Experience Teams for Open Source
Build Developer Experience Teams for Open SourceBuild Developer Experience Teams for Open Source
Build Developer Experience Teams for Open SourceAll Things Open
 
Deploying Models at Scale with Apache Beam
Deploying Models at Scale with Apache BeamDeploying Models at Scale with Apache Beam
Deploying Models at Scale with Apache BeamAll Things Open
 
Sudo – Giving access while staying in control
Sudo – Giving access while staying in controlSudo – Giving access while staying in control
Sudo – Giving access while staying in controlAll Things Open
 
Fortifying the Future: Tackling Security Challenges in AI/ML Applications
Fortifying the Future: Tackling Security Challenges in AI/ML ApplicationsFortifying the Future: Tackling Security Challenges in AI/ML Applications
Fortifying the Future: Tackling Security Challenges in AI/ML ApplicationsAll Things Open
 
Securing Cloud Resources Deployed with Control Planes on Kubernetes using Gov...
Securing Cloud Resources Deployed with Control Planes on Kubernetes using Gov...Securing Cloud Resources Deployed with Control Planes on Kubernetes using Gov...
Securing Cloud Resources Deployed with Control Planes on Kubernetes using Gov...All Things Open
 

Mehr von All Things Open (20)

Building Reliability - The Realities of Observability
Building Reliability - The Realities of ObservabilityBuilding Reliability - The Realities of Observability
Building Reliability - The Realities of Observability
 
Modern Database Best Practices
Modern Database Best PracticesModern Database Best Practices
Modern Database Best Practices
 
Open Source and Public Policy
Open Source and Public PolicyOpen Source and Public Policy
Open Source and Public Policy
 
Weaving Microservices into a Unified GraphQL Schema with graph-quilt - Ashpak...
Weaving Microservices into a Unified GraphQL Schema with graph-quilt - Ashpak...Weaving Microservices into a Unified GraphQL Schema with graph-quilt - Ashpak...
Weaving Microservices into a Unified GraphQL Schema with graph-quilt - Ashpak...
 
The State of Passwordless Auth on the Web - Phil Nash
The State of Passwordless Auth on the Web - Phil NashThe State of Passwordless Auth on the Web - Phil Nash
The State of Passwordless Auth on the Web - Phil Nash
 
Total ReDoS: The dangers of regex in JavaScript
Total ReDoS: The dangers of regex in JavaScriptTotal ReDoS: The dangers of regex in JavaScript
Total ReDoS: The dangers of regex in JavaScript
 
What Does Real World Mass Adoption of Decentralized Tech Look Like?
What Does Real World Mass Adoption of Decentralized Tech Look Like?What Does Real World Mass Adoption of Decentralized Tech Look Like?
What Does Real World Mass Adoption of Decentralized Tech Look Like?
 
How to Write & Deploy a Smart Contract
How to Write & Deploy a Smart ContractHow to Write & Deploy a Smart Contract
How to Write & Deploy a Smart Contract
 
Spinning Your Drones with Cadence Workflows, Apache Kafka and TensorFlow
 Spinning Your Drones with Cadence Workflows, Apache Kafka and TensorFlow Spinning Your Drones with Cadence Workflows, Apache Kafka and TensorFlow
Spinning Your Drones with Cadence Workflows, Apache Kafka and TensorFlow
 
DEI Challenges and Success
DEI Challenges and SuccessDEI Challenges and Success
DEI Challenges and Success
 
Scaling Web Applications with Background
Scaling Web Applications with BackgroundScaling Web Applications with Background
Scaling Web Applications with Background
 
Supercharging tutorials with WebAssembly
Supercharging tutorials with WebAssemblySupercharging tutorials with WebAssembly
Supercharging tutorials with WebAssembly
 
Using SQL to Find Needles in Haystacks
Using SQL to Find Needles in HaystacksUsing SQL to Find Needles in Haystacks
Using SQL to Find Needles in Haystacks
 
Configuration Security as a Game of Pursuit Intercept
Configuration Security as a Game of Pursuit InterceptConfiguration Security as a Game of Pursuit Intercept
Configuration Security as a Game of Pursuit Intercept
 
Scaling an Open Source Sponsorship Program
Scaling an Open Source Sponsorship ProgramScaling an Open Source Sponsorship Program
Scaling an Open Source Sponsorship Program
 
Build Developer Experience Teams for Open Source
Build Developer Experience Teams for Open SourceBuild Developer Experience Teams for Open Source
Build Developer Experience Teams for Open Source
 
Deploying Models at Scale with Apache Beam
Deploying Models at Scale with Apache BeamDeploying Models at Scale with Apache Beam
Deploying Models at Scale with Apache Beam
 
Sudo – Giving access while staying in control
Sudo – Giving access while staying in controlSudo – Giving access while staying in control
Sudo – Giving access while staying in control
 
Fortifying the Future: Tackling Security Challenges in AI/ML Applications
Fortifying the Future: Tackling Security Challenges in AI/ML ApplicationsFortifying the Future: Tackling Security Challenges in AI/ML Applications
Fortifying the Future: Tackling Security Challenges in AI/ML Applications
 
Securing Cloud Resources Deployed with Control Planes on Kubernetes using Gov...
Securing Cloud Resources Deployed with Control Planes on Kubernetes using Gov...Securing Cloud Resources Deployed with Control Planes on Kubernetes using Gov...
Securing Cloud Resources Deployed with Control Planes on Kubernetes using Gov...
 

KĂŒrzlich hochgeladen

AWS Community Day CPH - Three problems of Terraform
AWS Community Day CPH - Three problems of TerraformAWS Community Day CPH - Three problems of Terraform
AWS Community Day CPH - Three problems of TerraformAndrey Devyatkin
 
Apidays Singapore 2024 - Building Digital Trust in a Digital Economy by Veron...
Apidays Singapore 2024 - Building Digital Trust in a Digital Economy by Veron...Apidays Singapore 2024 - Building Digital Trust in a Digital Economy by Veron...
Apidays Singapore 2024 - Building Digital Trust in a Digital Economy by Veron...apidays
 
Real Time Object Detection Using Open CV
Real Time Object Detection Using Open CVReal Time Object Detection Using Open CV
Real Time Object Detection Using Open CVKhem
 
Scaling API-first – The story of a global engineering organization
Scaling API-first – The story of a global engineering organizationScaling API-first – The story of a global engineering organization
Scaling API-first – The story of a global engineering organizationRadu Cotescu
 
2024: Domino Containers - The Next Step. News from the Domino Container commu...
2024: Domino Containers - The Next Step. News from the Domino Container commu...2024: Domino Containers - The Next Step. News from the Domino Container commu...
2024: Domino Containers - The Next Step. News from the Domino Container commu...Martijn de Jong
 
Strategies for Unlocking Knowledge Management in Microsoft 365 in the Copilot...
Strategies for Unlocking Knowledge Management in Microsoft 365 in the Copilot...Strategies for Unlocking Knowledge Management in Microsoft 365 in the Copilot...
Strategies for Unlocking Knowledge Management in Microsoft 365 in the Copilot...Drew Madelung
 
TrustArc Webinar - Stay Ahead of US State Data Privacy Law Developments
TrustArc Webinar - Stay Ahead of US State Data Privacy Law DevelopmentsTrustArc Webinar - Stay Ahead of US State Data Privacy Law Developments
TrustArc Webinar - Stay Ahead of US State Data Privacy Law DevelopmentsTrustArc
 
Boost Fertility New Invention Ups Success Rates.pdf
Boost Fertility New Invention Ups Success Rates.pdfBoost Fertility New Invention Ups Success Rates.pdf
Boost Fertility New Invention Ups Success Rates.pdfsudhanshuwaghmare1
 
ProductAnonymous-April2024-WinProductDiscovery-MelissaKlemke
ProductAnonymous-April2024-WinProductDiscovery-MelissaKlemkeProductAnonymous-April2024-WinProductDiscovery-MelissaKlemke
ProductAnonymous-April2024-WinProductDiscovery-MelissaKlemkeProduct Anonymous
 
Apidays New York 2024 - The Good, the Bad and the Governed by David O'Neill, ...
Apidays New York 2024 - The Good, the Bad and the Governed by David O'Neill, ...Apidays New York 2024 - The Good, the Bad and the Governed by David O'Neill, ...
Apidays New York 2024 - The Good, the Bad and the Governed by David O'Neill, ...apidays
 
Tata AIG General Insurance Company - Insurer Innovation Award 2024
Tata AIG General Insurance Company - Insurer Innovation Award 2024Tata AIG General Insurance Company - Insurer Innovation Award 2024
Tata AIG General Insurance Company - Insurer Innovation Award 2024The Digital Insurer
 
Deploy with confidence: VMware Cloud Foundation 5.1 on next gen Dell PowerEdg...
Deploy with confidence: VMware Cloud Foundation 5.1 on next gen Dell PowerEdg...Deploy with confidence: VMware Cloud Foundation 5.1 on next gen Dell PowerEdg...
Deploy with confidence: VMware Cloud Foundation 5.1 on next gen Dell PowerEdg...Principled Technologies
 
Apidays New York 2024 - The value of a flexible API Management solution for O...
Apidays New York 2024 - The value of a flexible API Management solution for O...Apidays New York 2024 - The value of a flexible API Management solution for O...
Apidays New York 2024 - The value of a flexible API Management solution for O...apidays
 
Artificial Intelligence Chap.5 : Uncertainty
Artificial Intelligence Chap.5 : UncertaintyArtificial Intelligence Chap.5 : Uncertainty
Artificial Intelligence Chap.5 : UncertaintyKhushali Kathiriya
 
Strategize a Smooth Tenant-to-tenant Migration and Copilot Takeoff
Strategize a Smooth Tenant-to-tenant Migration and Copilot TakeoffStrategize a Smooth Tenant-to-tenant Migration and Copilot Takeoff
Strategize a Smooth Tenant-to-tenant Migration and Copilot Takeoffsammart93
 
Artificial Intelligence: Facts and Myths
Artificial Intelligence: Facts and MythsArtificial Intelligence: Facts and Myths
Artificial Intelligence: Facts and MythsJoaquim Jorge
 
How to Troubleshoot Apps for the Modern Connected Worker
How to Troubleshoot Apps for the Modern Connected WorkerHow to Troubleshoot Apps for the Modern Connected Worker
How to Troubleshoot Apps for the Modern Connected WorkerThousandEyes
 
A Domino Admins Adventures (Engage 2024)
A Domino Admins Adventures (Engage 2024)A Domino Admins Adventures (Engage 2024)
A Domino Admins Adventures (Engage 2024)Gabriella Davis
 
Repurposing LNG terminals for Hydrogen Ammonia: Feasibility and Cost Saving
Repurposing LNG terminals for Hydrogen Ammonia: Feasibility and Cost SavingRepurposing LNG terminals for Hydrogen Ammonia: Feasibility and Cost Saving
Repurposing LNG terminals for Hydrogen Ammonia: Feasibility and Cost SavingEdi Saputra
 

KĂŒrzlich hochgeladen (20)

AWS Community Day CPH - Three problems of Terraform
AWS Community Day CPH - Three problems of TerraformAWS Community Day CPH - Three problems of Terraform
AWS Community Day CPH - Three problems of Terraform
 
Apidays Singapore 2024 - Building Digital Trust in a Digital Economy by Veron...
Apidays Singapore 2024 - Building Digital Trust in a Digital Economy by Veron...Apidays Singapore 2024 - Building Digital Trust in a Digital Economy by Veron...
Apidays Singapore 2024 - Building Digital Trust in a Digital Economy by Veron...
 
Real Time Object Detection Using Open CV
Real Time Object Detection Using Open CVReal Time Object Detection Using Open CV
Real Time Object Detection Using Open CV
 
Scaling API-first – The story of a global engineering organization
Scaling API-first – The story of a global engineering organizationScaling API-first – The story of a global engineering organization
Scaling API-first – The story of a global engineering organization
 
2024: Domino Containers - The Next Step. News from the Domino Container commu...
2024: Domino Containers - The Next Step. News from the Domino Container commu...2024: Domino Containers - The Next Step. News from the Domino Container commu...
2024: Domino Containers - The Next Step. News from the Domino Container commu...
 
Strategies for Unlocking Knowledge Management in Microsoft 365 in the Copilot...
Strategies for Unlocking Knowledge Management in Microsoft 365 in the Copilot...Strategies for Unlocking Knowledge Management in Microsoft 365 in the Copilot...
Strategies for Unlocking Knowledge Management in Microsoft 365 in the Copilot...
 
TrustArc Webinar - Stay Ahead of US State Data Privacy Law Developments
TrustArc Webinar - Stay Ahead of US State Data Privacy Law DevelopmentsTrustArc Webinar - Stay Ahead of US State Data Privacy Law Developments
TrustArc Webinar - Stay Ahead of US State Data Privacy Law Developments
 
Boost Fertility New Invention Ups Success Rates.pdf
Boost Fertility New Invention Ups Success Rates.pdfBoost Fertility New Invention Ups Success Rates.pdf
Boost Fertility New Invention Ups Success Rates.pdf
 
ProductAnonymous-April2024-WinProductDiscovery-MelissaKlemke
ProductAnonymous-April2024-WinProductDiscovery-MelissaKlemkeProductAnonymous-April2024-WinProductDiscovery-MelissaKlemke
ProductAnonymous-April2024-WinProductDiscovery-MelissaKlemke
 
Apidays New York 2024 - The Good, the Bad and the Governed by David O'Neill, ...
Apidays New York 2024 - The Good, the Bad and the Governed by David O'Neill, ...Apidays New York 2024 - The Good, the Bad and the Governed by David O'Neill, ...
Apidays New York 2024 - The Good, the Bad and the Governed by David O'Neill, ...
 
Tata AIG General Insurance Company - Insurer Innovation Award 2024
Tata AIG General Insurance Company - Insurer Innovation Award 2024Tata AIG General Insurance Company - Insurer Innovation Award 2024
Tata AIG General Insurance Company - Insurer Innovation Award 2024
 
+971581248768>> SAFE AND ORIGINAL ABORTION PILLS FOR SALE IN DUBAI AND ABUDHA...
+971581248768>> SAFE AND ORIGINAL ABORTION PILLS FOR SALE IN DUBAI AND ABUDHA...+971581248768>> SAFE AND ORIGINAL ABORTION PILLS FOR SALE IN DUBAI AND ABUDHA...
+971581248768>> SAFE AND ORIGINAL ABORTION PILLS FOR SALE IN DUBAI AND ABUDHA...
 
Deploy with confidence: VMware Cloud Foundation 5.1 on next gen Dell PowerEdg...
Deploy with confidence: VMware Cloud Foundation 5.1 on next gen Dell PowerEdg...Deploy with confidence: VMware Cloud Foundation 5.1 on next gen Dell PowerEdg...
Deploy with confidence: VMware Cloud Foundation 5.1 on next gen Dell PowerEdg...
 
Apidays New York 2024 - The value of a flexible API Management solution for O...
Apidays New York 2024 - The value of a flexible API Management solution for O...Apidays New York 2024 - The value of a flexible API Management solution for O...
Apidays New York 2024 - The value of a flexible API Management solution for O...
 
Artificial Intelligence Chap.5 : Uncertainty
Artificial Intelligence Chap.5 : UncertaintyArtificial Intelligence Chap.5 : Uncertainty
Artificial Intelligence Chap.5 : Uncertainty
 
Strategize a Smooth Tenant-to-tenant Migration and Copilot Takeoff
Strategize a Smooth Tenant-to-tenant Migration and Copilot TakeoffStrategize a Smooth Tenant-to-tenant Migration and Copilot Takeoff
Strategize a Smooth Tenant-to-tenant Migration and Copilot Takeoff
 
Artificial Intelligence: Facts and Myths
Artificial Intelligence: Facts and MythsArtificial Intelligence: Facts and Myths
Artificial Intelligence: Facts and Myths
 
How to Troubleshoot Apps for the Modern Connected Worker
How to Troubleshoot Apps for the Modern Connected WorkerHow to Troubleshoot Apps for the Modern Connected Worker
How to Troubleshoot Apps for the Modern Connected Worker
 
A Domino Admins Adventures (Engage 2024)
A Domino Admins Adventures (Engage 2024)A Domino Admins Adventures (Engage 2024)
A Domino Admins Adventures (Engage 2024)
 
Repurposing LNG terminals for Hydrogen Ammonia: Feasibility and Cost Saving
Repurposing LNG terminals for Hydrogen Ammonia: Feasibility and Cost SavingRepurposing LNG terminals for Hydrogen Ammonia: Feasibility and Cost Saving
Repurposing LNG terminals for Hydrogen Ammonia: Feasibility and Cost Saving
 

What Academia Can Learn from Open Source