Upgrade to Pro
— share decks privately, control downloads, hide ads and more …
Speaker Deck
Sign up for free
Menu
Search
Features
All features
Private URLs
Password Protection
Custom URLS
Scheduled publishing
Remove Branding
Restrict embedding
Deck Collections
Notes
Features
All features
Private URLs
Password Protection
Custom URLS
Scheduled publishing
Remove Branding
Restrict embedding
Deck Collections
Notes
Explore
Featured decks
Featured speakers
Programming
Technology
Storyboards
Explore
Featured decks
Featured speakers
Programming
Technology
Storyboards
Pricing
Search
Sign in
Sign up for free
The Changing Face of Citizen Science
Search
Arfon Smith
October 05, 2011
Research
120
1
Share
Embed
Copy iframe code
Copy JS code
Copy link
Start on current slide
The Changing Face of Citizen Science
Presentation at
http://www.europeanaconnect.eu/europeanatech/
Arfon Smith
October 05, 2011
More Decks by Arfon Smith
See All by Arfon Smith
Where does the rigor go? Research software and the future of trustworthy science.
arfon
0
220
Why Generative AI makes collaborative, versioned science more important than ever
arfon
0
110
Generative AI is here: What are we going to do about it?
arfon
0
220
Five principles for building generative AI products
arfon
0
170
Five principles for building generative AI products
arfon
0
260
Learning from NASA's commitment to open
arfon
0
130
JOSS rOpenSci presentation
arfon
0
330
Five ways to use GitHub to automate scholarly work
arfon
0
160
Journal of Open Source Software: Bot-assisted community peer-review
arfon
0
150
Other Decks in Research
See All in Research
SAM3を用いたコマ・吹き出しの 領域検出と分割構造からの読み順推定
kzmssk
0
130
JICA QUEST 共創×革新プログラム Impact Report(海ノ向こうコーヒー)
ontheslope
0
600
研究室単位での自律的 IPv6接続性確立に向けたAS共同運用モデルの提案と実証
reokashiwa
PRO
0
210
MM-OVSeg: Multimodal Optical–SAR Fusion for Open-Vocabulary Segmentation in Remote Sensing
satai
3
130
クラウド・AI 時代の研究開発 DX / R&D Digital Transformation
hariby
0
140
第64回CV・PRML勉強会 論文紹介:Linguistic Priors for Visual Decoupling: Towards Symmetric Vision-Brain Alignment
sokikatayama
0
200
2025年度秋葉原ウォーカブルプロジェクト調査報告 「アキバらしいウォーカブル」とは何か
izumiyama_lab
1
220
多様なデータを許容し学習し続ける模倣学習 / Advanced Imitation Learning for VLA
prinlab
0
300
適応的スパムフィルタのための軽量な類似メッセージカウンタ / jsai2026-adaptive-spam-filter
monochromegane
0
5.4k
全国町字単位空き家率推定データver1.0データ仕様
microbaseinc
0
240
Data Visualization Tools in the Age of AI
flekschas
0
210
VLMの推論を高速化する視覚トークン削減の仕組み
tattaka
2
310
Featured
See All Featured
Building a Scalable Design System with Sketch
lauravandoore
464
34k
Why Your Marketing Sucks and What You Can Do About It - Sophie Logan
marketingsoph
0
410
Design and Strategy: How to Deal with People Who Don’t "Get" Design
morganepeng
133
19k
The Curious Case for Waylosing
cassininazir
1
500
Data-driven link building: lessons from a $708K investment (BrightonSEO talk)
szymonslowik
1
1.3k
WCS-LA-2024
lcolladotor
0
830
How to Think Like a Performance Engineer
csswizardry
28
2.8k
Impact Scores and Hybrid Strategies: The future of link building
tamaranovitovic
0
440
Bioeconomy Workshop: Dr. Julius Ecuru, Opportunities for a Bioeconomy in West Africa
akademiya2063
PRO
1
350
Accessibility Awareness
sabderemane
1
210
Reality Check: Gamification 10 Years Later
codingconduct
0
2.3k
Google's AI Overviews - The New Search
badams
0
1.6k
Transcript
Image: www.smartdestinations.com THE CHANGING FACE OF CITIZEN SCIENCE Arfon Smith
Citizen science Volunteer Computing Crowdsourcing
None
None
None
None
None
None
None
None
http://www.novacelestia.com
None
None
0 20 40 60 80 100 Professor
0 2,500 5,000 7,500 10,000 Professor Paper
0 12,500 25,000 37,500 50,000 Professor Paper PhD
0 250,000 500,000 750,000 1,000,000 Professor Paper PhD SDSS
0 10,000 20,000 30,000 40,000 50,000 60,000 70,000 0 6
12 18 24 30 36 42 48 Classifications per hour Hours 1 Kevin months Fukugita et al. 2007
170,000 Volunteers
50,000,000 Classifications
Crowdsourced Science?
None
None
None
None
(it works)
Better than professionals
Clean Super Clean
None
None
None
None
None
None
None
None
None
None
None
None
None
None
None
None
https://github.com/zooniverse/Scribe
Motivations
None
None
None
None
None
None
None
https://github.com/zooniverse/Talk
475,000 Volunteers
300,000,000 Classifications
None
Ethics of crowdsourcing
Social contract
1. Collaborators not users 2. Contribute to real research 3.
Don’t waste people’s time
None
Why crowdsource science?
Serendipity (Measurable) Accuracy Scale Education
None
Future
None
None
None
None
0 25,000,000 50,000,000 75,000,000 100,000,000 Professor Paper PhD SDSS ?
Expensive Noisy Classifier agents (Machine & Human)
What are humans good at?
Training Training
None
None
Preference learning
None
Bar strength
None
Bar strength
Classifier combination
None
?
None
None
Thanks
[email protected]
Twitter: @arfon