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
AAM Minneapolis 2012
Search
Arfon Smith
May 22, 2012
Research
2
110
AAM Minneapolis 2012
Arfon Smith
May 22, 2012
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
45
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
210
Learning from NASA's commitment to open
arfon
0
98
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
130
A vision for the future of astronomical archives
arfon
0
160
Other Decks in Research
See All in Research
Remote sensing × Multi-modal meta survey
satai
4
710
[IBIS 2025] 深層基盤モデルのための強化学習驚きから理論にもとづく納得へ
akifumi_wachi
19
9.5k
SREのためのテレメトリー技術の探究 / Telemetry for SRE
yuukit
13
3k
Community Driveプロジェクト(CDPJ)の中間報告
smartfukushilab1
0
170
病院向け生成AIプロダクト開発の実践と課題
hagino3000
0
530
Upgrading Multi-Agent Pathfinding for the Real World
kei18
0
190
ForestCast: Forecasting Deforestation Risk at Scale with Deep Learning
satai
3
380
Agentic AI フレームワーク戦略白書 (2025年度版)
mickey_kubo
1
120
学習型データ構造:機械学習を内包する新しいデータ構造の設計と解析
matsui_528
6
3.1k
HoliTracer:Holistic Vectorization of Geographic Objects from Large-Size Remote Sensing Imagery
satai
3
610
ローテーション別のサイドアウト戦略 ~なぜあのローテは回らないのか?~
vball_panda
0
280
POI: Proof of Identity
katsyoshi
0
140
Featured
See All Featured
Between Models and Reality
mayunak
1
190
Thoughts on Productivity
jonyablonski
74
5k
The Cult of Friendly URLs
andyhume
79
6.8k
Learning to Love Humans: Emotional Interface Design
aarron
275
41k
Product Roadmaps are Hard
iamctodd
PRO
55
12k
Claude Code どこまでも/ Claude Code Everywhere
nwiizo
61
52k
ピンチをチャンスに:未来をつくるプロダクトロードマップ #pmconf2020
aki_iinuma
128
55k
From Legacy to Launchpad: Building Startup-Ready Communities
dugsong
0
140
Navigating Team Friction
lara
192
16k
Neural Spatial Audio Processing for Sound Field Analysis and Control
skoyamalab
0
170
A Soul's Torment
seathinner
5
2.3k
Measuring Dark Social's Impact On Conversion and Attribution
stephenakadiri
1
120
Transcript
Zooniverse Citizen Science Dr Arfon Smith
Citizen science Volunteer Computing Crowdsourcing
None
Longo (astro-ph/0707.3793) finds an excess of anticlockwise spirals
None
None
http://www.novacelestia.com
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
None
None
None
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
175,000 Volunteers
50,000,000 Classifications
Crowdsourced Science?
None
None
None
None
(it works)
None
None
None
Ethics of crowdsourcing
Social contract
1. Collaborators not users 2. Contribute to real research 3.
Don’t waste people’s time
None
[email protected]
Twitter: @arfon