Upgrade to Pro
— share decks privately, control downloads, hide ads and more …
Speaker Deck
Features
Speaker Deck
PRO
Sign in
Sign up for free
Search
Search
From Galaxy Zoo to the Zooniverse
Search
Sponsored
·
Your Podcast. Everywhere. Effortlessly.
Share. Educate. Inspire. Entertain. You do you. We'll handle the rest.
→
Arfon Smith
September 27, 2011
Research
1
160
From Galaxy Zoo to the Zooniverse
Keynote presentation at the Illinois Research Data Initiative, 27 September 2011
Arfon Smith
September 27, 2011
Tweet
Share
More Decks by Arfon Smith
See All by Arfon Smith
Why Generative AI makes collaborative, versioned science more important than ever
arfon
0
52
Generative AI is here: What are we going to do about it?
arfon
0
150
Five principles for building generative AI products
arfon
0
130
Five principles for building generative AI products
arfon
0
220
Learning from NASA's commitment to open
arfon
0
100
JOSS rOpenSci presentation
arfon
0
290
Five ways to use GitHub to automate scholarly work
arfon
0
140
Journal of Open Source Software: Bot-assisted community peer-review
arfon
0
140
A vision for the future of astronomical archives
arfon
0
170
Other Decks in Research
See All in Research
台湾モデルに学ぶ詐欺広告対策:市民参加の必要性
dd2030
0
290
Unified Audio Source Separation (Defense Slides)
kohei_1979
1
510
「なんとなく」の顧客理解から脱却する ──顧客の解像度を武器にするインサイトマネジメント
tajima_kaho
10
7.2k
生成AI による論文執筆サポート・ワークショップ データ分析/論文ドラフト編 / Generative AI-Assisted Paper Writing Support Workshop: Data Analysis and Drafting Edition
ks91
PRO
0
110
オーストリア流 都市の公共交通サービス水準評価@公共交通オープンデータ最前線2026
trafficbrain
0
110
The mathematics of transformers
gpeyre
0
150
空間音響処理における物理法則に基づく機械学習
skoyamalab
0
250
Ankylosing Spondylitis
ankh2054
0
150
ScoreMatchingRiesz for Automatic Debiased Machine Learning and Policy Path Estimation with an Application to Japanese Monetary Policy Evaluation
masakat0
0
190
言語モデルから言語について語る際に押さえておきたいこと
eumesy
PRO
5
1.9k
2026.01ウェビナー資料
elith
0
330
AI Agentの精度改善に見るML開発との共通点 / commonalities in accuracy improvements in agentic era
shimacos
6
1.4k
Featured
See All Featured
AI Search: Where Are We & What Can We Do About It?
aleyda
0
7.2k
Optimising Largest Contentful Paint
csswizardry
37
3.6k
Put a Button on it: Removing Barriers to Going Fast.
kastner
60
4.2k
Responsive Adventures: Dirty Tricks From The Dark Corners of Front-End
smashingmag
254
22k
Efficient Content Optimization with Google Search Console & Apps Script
katarinadahlin
PRO
1
440
Unlocking the hidden potential of vector embeddings in international SEO
frankvandijk
0
220
The agentic SEO stack - context over prompts
schlessera
0
720
Embracing the Ebb and Flow
colly
88
5k
Information Architects: The Missing Link in Design Systems
soysaucechin
0
850
Why Your Marketing Sucks and What You Can Do About It - Sophie Logan
marketingsoph
0
120
WCS-LA-2024
lcolladotor
0
500
Build The Right Thing And Hit Your Dates
maggiecrowley
39
3.1k
Transcript
From Galaxy Zoo to the Zooniverse Arfon Smith Tuesday, 27
September 11
Tuesday, 27 September 11
Tuesday, 27 September 11
http://www.novacelestia.com Tuesday, 27 September 11
Tuesday, 27 September 11
Tuesday, 27 September 11
Tuesday, 27 September 11
Tuesday, 27 September 11
Tuesday, 27 September 11
Longo (astro-ph/0707.3793) finds an excess of anticlockwise spirals Tuesday, 27
September 11
http://www.novacelestia.com Tuesday, 27 September 11
0 20 40 60 80 100 Professor Tuesday, 27 September
11
0 2,500 5,000 7,500 10,000 Professor Paper Tuesday, 27 September
11
0 12,500 25,000 37,500 50,000 Professor Paper PhD Tuesday, 27
September 11
0 250,000 500,000 750,000 1,000,000 Professor Paper PhD SDSS Tuesday,
27 September 11
Tuesday, 27 September 11
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 Tuesday, 27 September 11
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 Fukugita et al. 2007 Tuesday, 27 September 11
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 Tuesday, 27 September 11
175,000 Volunteers Tuesday, 27 September 11
50,000,000 Classifications Tuesday, 27 September 11
Crowdsourced Science? Tuesday, 27 September 11
Tuesday, 27 September 11
Tuesday, 27 September 11
Tuesday, 27 September 11
Tuesday, 27 September 11
(it works) Tuesday, 27 September 11
Better than professionals Tuesday, 27 September 11
Clean Super Clean Tuesday, 27 September 11
Tuesday, 27 September 11
Longo (astro-ph/0707.3793) finds an excess of anticlockwise spirals So do
we... Tuesday, 27 September 11
www.maniacworld.com Tuesday, 27 September 11
Tuesday, 27 September 11
Tuesday, 27 September 11
Tuesday, 27 September 11
Tuesday, 27 September 11
Tuesday, 27 September 11
Tuesday, 27 September 11
Tuesday, 27 September 11
Tuesday, 27 September 11
Tuesday, 27 September 11
Tuesday, 27 September 11
Tuesday, 27 September 11
Tuesday, 27 September 11
Tuesday, 27 September 11
Tuesday, 27 September 11
Tuesday, 27 September 11
Motivations Tuesday, 27 September 11
Tuesday, 27 September 11
Tuesday, 27 September 11
Tuesday, 27 September 11
Tuesday, 27 September 11
Tuesday, 27 September 11
Tuesday, 27 September 11
Tuesday, 27 September 11
Tuesday, 27 September 11
Tuesday, 27 September 11
Tuesday, 27 September 11
Tuesday, 27 September 11
470,000 Volunteers Tuesday, 27 September 11
300,000,000 Classifications Tuesday, 27 September 11
Citizen Science Volunteer Computing Crowdsourcing Tuesday, 27 September 11
Tuesday, 27 September 11
Tuesday, 27 September 11
Tuesday, 27 September 11
Tuesday, 27 September 11
Tuesday, 27 September 11
Tuesday, 27 September 11
Tuesday, 27 September 11
Tuesday, 27 September 11
Ethics of crowdsourcing Tuesday, 27 September 11
Social contract Tuesday, 27 September 11
1. Collaborators not users 2. Contribute to real research 3.
Don’t waste people’s time Tuesday, 27 September 11
Tuesday, 27 September 11
Why crowdsource science? Tuesday, 27 September 11
Serendipity (Measurable) Accuracy Scale Education Tuesday, 27 September 11
Tuesday, 27 September 11
Tuesday, 27 September 11
Tuesday, 27 September 11
Tuesday, 27 September 11
Tuesday, 27 September 11
+ Accessible data Tuesday, 27 September 11
Tuesday, 27 September 11
Tuesday, 27 September 11
Tuesday, 27 September 11
Future Tuesday, 27 September 11
Tuesday, 27 September 11
Tuesday, 27 September 11
Tuesday, 27 September 11
Tuesday, 27 September 11
0 25,000,000 50,000,000 75,000,000 100,000,000 Professor Paper PhD SDSS ?
Tuesday, 27 September 11
What are humans good at? Tuesday, 27 September 11
Training Training Tuesday, 27 September 11
Tuesday, 27 September 11
Tuesday, 27 September 11
Comparing Tuesday, 27 September 11
Tuesday, 27 September 11
Serendipity Tuesday, 27 September 11
Tuesday, 27 September 11
Scaling up Tuesday, 27 September 11
Expensive Noisy Classifier agents (Machine & Human) Tuesday, 27 September
11
Preference learning Tuesday, 27 September 11
Tuesday, 27 September 11
Tuesday, 27 September 11
Bar strength Tuesday, 27 September 11
Tuesday, 27 September 11
Bar strength Tuesday, 27 September 11
Classifier combination Tuesday, 27 September 11
Tuesday, 27 September 11
? Tuesday, 27 September 11
Tuesday, 27 September 11
Tuesday, 27 September 11
Thanks
[email protected]
Twitter: @arfon Tuesday, 27 September 11
Thanks
[email protected]
Twitter: @arfon Tuesday, 27 September 11