Easy Mechanical Turk Integration with Houdini

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Chris Conley

Technologie

Houdini Easy Mechanical Turk Integration with Houdini
On Demand Labor API Philly AWS December Meetup

Mechanical Turk

• Marketplace for work
• ~ 500k workers
• Accessible via API

12/13/2010
Tuesday, December 14, 2010

Houdini Easy Mechanical Turk Integration with Houdini
On Demand Labor API Philly AWS December Meetup

Task Examples
• Moderation - images, comments, reviews, video

• Categorization - products, best image, tagging

• Ads - moderation, keywords

• Audio Transcription / Video Captioning

• Cleanup - proofreading, contact reconciliation, review editing

• PDF/Image/Handwriting to Text

• Research - contact info, document search

12/13/2010
Tuesday, December 14, 2010

Houdini Easy Mechanical Turk Integration with Houdini
On Demand Labor API Philly AWS December Meetup

Turk Overview
• Workers and Requesters
• HITs
• Questions
• Assignments
• Qualiﬁcations
• Notiﬁcations
• Blocking Workers

12/13/2010
Tuesday, December 14, 2010

Houdini Easy Mechanical Turk Integration with Houdini
On Demand Labor API Philly AWS December Meetup

Worker View

12/13/2010
Tuesday, December 14, 2010

Houdini Easy Mechanical Turk Integration with Houdini
On Demand Labor API Philly AWS December Meetup

Creating HITs

WYSIWYG API
• Easy • More Flexible
• Great for testing • But Complicated
the waters
• Programmatic
• No integration Integration

12/13/2010
Tuesday, December 14, 2010

Houdini Easy Mechanical Turk Integration with Houdini
On Demand Labor API Philly AWS December Meetup

WYSIWYG

12/13/2010
Tuesday, December 14, 2010

Houdini Easy Mechanical Turk Integration with Houdini
On Demand Labor API Philly AWS December Meetup

API

http://docs.amazonwebservices.com/AWSMturkAPI/2008-08-02/index.html

12/13/2010
Tuesday, December 14, 2010

Houdini Easy Mechanical Turk Integration with Houdini
On Demand Labor API Philly AWS December Meetup

HIT Questions
• XML
• External Question

12/13/2010
Tuesday, December 14, 2010

Houdini Easy Mechanical Turk Integration with Houdini
On Demand Labor API Philly AWS December Meetup

Turk API Libraries

• ruby-aws http://rubyforge.org/projects/ruby-aws/
• rTurk https://github.com/mdp/rturk
• Turkee https://github.com/aantix/turkee

12/13/2010
Tuesday, December 14, 2010

Houdini Easy Mechanical Turk Integration with Houdini
On Demand Labor API Philly AWS December Meetup

Questions about Turk?

12/13/2010
Tuesday, December 14, 2010

Houdini Easy Mechanical Turk Integration with Houdini
On Demand Labor API Philly AWS December Meetup

Houdini
• Simple
• Qualiﬁed results
• Automatic
• Trusted Workers

12/13/2010
Tuesday, December 14, 2010

Houdini Easy Mechanical Turk Integration with Houdini
On Demand Labor API Philly AWS December Meetup

Houdini APIs
Generic Optimized

• Simple • Image Moderation
• Exact • Ad Moderation
• Multi-answer • Data Reconciliation
• Data Extraction
• ...
12/13/2010
Tuesday, December 14, 2010

Houdini Easy Mechanical Turk Integration with Houdini
On Demand Labor API Philly AWS December Meetup

Simple API

• One answer per task
• Cheap
• Image Moderation, Low proﬁle content

12/13/2010
Tuesday, December 14, 2010

Houdini Easy Mechanical Turk Integration with Houdini
On Demand Labor API Philly AWS December Meetup

Simple API Example

12/13/2010
Tuesday, December 14, 2010

Houdini Easy Mechanical Turk Integration with Houdini
On Demand Labor API Philly AWS December Meetup

Exact API
• Multiple workers
• Ensures all answers match
• Returns the “ﬁnal answer”
• If not, escalated to trusted worker group
• More expensive than Simple
• Image Moderation, Data Harvesting, etc

12/13/2010
Tuesday, December 14, 2010

Houdini Easy Mechanical Turk Integration with Houdini
On Demand Labor API Philly AWS December Meetup

Exact API Example

12/13/2010
Tuesday, December 14, 2010

Houdini Easy Mechanical Turk Integration with Houdini
On Demand Labor API Philly AWS December Meetup

Multi-answer API

• Ask multiple turkers same question
• All answers are returned
• Surveys, feedback, answer qualiﬁcation
on your end

12/13/2010
Tuesday, December 14, 2010

Houdini Easy Mechanical Turk Integration with Houdini
On Demand Labor API Philly AWS December Meetup

Image Moderation API

• No need to build form_html
• Just send the image url
• Optionally send custom instructions
and possible responses

12/13/2010
Tuesday, December 14, 2010

Houdini Easy Mechanical Turk Integration with Houdini
On Demand Labor API Philly AWS December Meetup

Image Moderation Example

12/13/2010
Tuesday, December 14, 2010

Houdini Easy Mechanical Turk Integration with Houdini
On Demand Labor API Philly AWS December Meetup

Image Moderation Demo
Source: https://github.com/chrisconley/cat_or_not

12/13/2010
Tuesday, December 14, 2010

Houdini Easy Mechanical Turk Integration with Houdini
On Demand Labor API Philly AWS December Meetup

Admin Console
• Review Work
• Perform “Trusted” tasks
• Worker Insights: Avg Completion Time,
# of workers
• Remove bad performing workers from
speciﬁc task groups

12/13/2010
Tuesday, December 14, 2010

Houdini Easy Mechanical Turk Integration with Houdini
On Demand Labor API Philly AWS December Meetup

Getting Started
• Get an API Key - http://houdiniapi.com/sign-up/
• Tunnlr - http://tunnlr.com
• Sandbox - http://houdini-sandbox.heroku.com

12/13/2010
Tuesday, December 14, 2010

Houdini Easy Mechanical Turk Integration with Houdini
On Demand Labor API Philly AWS December Meetup

Pricing Example

Monthly Fee Images Per Month
$20 200

$99 1500

12/13/2010
Tuesday, December 14, 2010

Houdini Easy Mechanical Turk Integration with Houdini
On Demand Labor API Philly AWS December Meetup

Other Solutions

• Crowdﬂower
• Microtask
• CrowdCloud

12/13/2010
Tuesday, December 14, 2010

Houdini Easy Mechanical Turk Integration with Houdini
On Demand Labor API Philly AWS December Meetup

Resources

Houdini Docs:
http://houdiniapi.com/documentation

Mturk Docs:
http://docs.amazonwebservices.com/AWSMturkAPI/2008-08-02/index.html

12/13/2010
Tuesday, December 14, 2010

Houdini Easy Mechanical Turk Integration with Houdini
On Demand Labor API Philly AWS December Meetup

Thanks!
Chris Conley Jameson Detweiler
chris@houdiniapi.com jameson@houdiniapi.com
@chrisconley @jaymstr

12/13/2010
Tuesday, December 14, 2010

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Easy Mechanical Turk Integration with Houdini

1. Houdini On Demand Labor API Easy Mechanical Turk Integration with Houdini Philly AWS December Meetup Date: December 13, 2010 By: Chris Conley and Jameson Detweiler 12/13/2010 Tuesday, December 14, 2010

2. Houdini Easy Mechanical Turk Integration with Houdini On Demand Labor API Philly AWS December Meetup Mechanical Turk • Marketplace for work • ~ 500k workers • Accessible via API 12/13/2010 Tuesday, December 14, 2010

3. Houdini Easy Mechanical Turk Integration with Houdini On Demand Labor API Philly AWS December Meetup Task Examples • Moderation - images, comments, reviews, video • Categorization - products, best image, tagging • Ads - moderation, keywords • Audio Transcription / Video Captioning • Cleanup - proofreading, contact reconciliation, review editing • PDF/Image/Handwriting to Text • Research - contact info, document search 12/13/2010 Tuesday, December 14, 2010

4. Houdini Easy Mechanical Turk Integration with Houdini On Demand Labor API Philly AWS December Meetup Turk Overview • Workers and Requesters • HITs • Questions • Assignments • Qualiﬁcations • Notiﬁcations • Blocking Workers 12/13/2010 Tuesday, December 14, 2010

5. Houdini Easy Mechanical Turk Integration with Houdini On Demand Labor API Philly AWS December Meetup Worker View 12/13/2010 Tuesday, December 14, 2010

6. Houdini Easy Mechanical Turk Integration with Houdini On Demand Labor API Philly AWS December Meetup Creating HITs WYSIWYG API • Easy • More Flexible • Great for testing • But Complicated the waters • Programmatic • No integration Integration 12/13/2010 Tuesday, December 14, 2010

7. Houdini Easy Mechanical Turk Integration with Houdini On Demand Labor API Philly AWS December Meetup WYSIWYG 12/13/2010 Tuesday, December 14, 2010

8. Houdini Easy Mechanical Turk Integration with Houdini On Demand Labor API Philly AWS December Meetup WYSIWYG 12/13/2010 Tuesday, December 14, 2010

9. Houdini Easy Mechanical Turk Integration with Houdini On Demand Labor API Philly AWS December Meetup API http://docs.amazonwebservices.com/AWSMturkAPI/2008-08-02/index.html 12/13/2010 Tuesday, December 14, 2010

10. Houdini Easy Mechanical Turk Integration with Houdini On Demand Labor API Philly AWS December Meetup HIT Questions • XML • External Question 12/13/2010 Tuesday, December 14, 2010

11. Houdini Easy Mechanical Turk Integration with Houdini On Demand Labor API Philly AWS December Meetup Turk API Libraries • ruby-aws http://rubyforge.org/projects/ruby-aws/ • rTurk https://github.com/mdp/rturk • Turkee https://github.com/aantix/turkee 12/13/2010 Tuesday, December 14, 2010

12. Houdini Easy Mechanical Turk Integration with Houdini On Demand Labor API Philly AWS December Meetup Questions about Turk? 12/13/2010 Tuesday, December 14, 2010

13. Houdini Easy Mechanical Turk Integration with Houdini On Demand Labor API Philly AWS December Meetup Houdini • Simple • Qualiﬁed results • Automatic • Trusted Workers 12/13/2010 Tuesday, December 14, 2010

14. Houdini Easy Mechanical Turk Integration with Houdini On Demand Labor API Philly AWS December Meetup Houdini APIs Generic Optimized • Simple • Image Moderation • Exact • Ad Moderation • Multi-answer • Data Reconciliation • Data Extraction • ... 12/13/2010 Tuesday, December 14, 2010

15. Houdini Easy Mechanical Turk Integration with Houdini On Demand Labor API Philly AWS December Meetup Simple API • One answer per task • Cheap • Image Moderation, Low proﬁle content 12/13/2010 Tuesday, December 14, 2010

16. Houdini Easy Mechanical Turk Integration with Houdini On Demand Labor API Philly AWS December Meetup Simple API Example 12/13/2010 Tuesday, December 14, 2010

17. Houdini Easy Mechanical Turk Integration with Houdini On Demand Labor API Philly AWS December Meetup Exact API • Multiple workers • Ensures all answers match • Returns the “ﬁnal answer” • If not, escalated to trusted worker group • More expensive than Simple • Image Moderation, Data Harvesting, etc 12/13/2010 Tuesday, December 14, 2010

18. Houdini Easy Mechanical Turk Integration with Houdini On Demand Labor API Philly AWS December Meetup Exact API Example 12/13/2010 Tuesday, December 14, 2010

19. Houdini Easy Mechanical Turk Integration with Houdini On Demand Labor API Philly AWS December Meetup Multi-answer API • Ask multiple turkers same question • All answers are returned • Surveys, feedback, answer qualiﬁcation on your end 12/13/2010 Tuesday, December 14, 2010

20. Houdini Easy Mechanical Turk Integration with Houdini On Demand Labor API Philly AWS December Meetup Image Moderation API • No need to build form_html • Just send the image url • Optionally send custom instructions and possible responses 12/13/2010 Tuesday, December 14, 2010

21. Houdini Easy Mechanical Turk Integration with Houdini On Demand Labor API Philly AWS December Meetup Image Moderation Example 12/13/2010 Tuesday, December 14, 2010

22. Houdini Easy Mechanical Turk Integration with Houdini On Demand Labor API Philly AWS December Meetup Image Moderation Demo Source: https://github.com/chrisconley/cat_or_not 12/13/2010 Tuesday, December 14, 2010

23. Houdini Easy Mechanical Turk Integration with Houdini On Demand Labor API Philly AWS December Meetup Admin Console • Review Work • Perform “Trusted” tasks • Worker Insights: Avg Completion Time, # of workers • Remove bad performing workers from speciﬁc task groups 12/13/2010 Tuesday, December 14, 2010

24. Houdini Easy Mechanical Turk Integration with Houdini On Demand Labor API Philly AWS December Meetup Getting Started • Get an API Key - http://houdiniapi.com/sign-up/ • Tunnlr - http://tunnlr.com • Sandbox - http://houdini-sandbox.heroku.com 12/13/2010 Tuesday, December 14, 2010

25. Houdini Easy Mechanical Turk Integration with Houdini On Demand Labor API Philly AWS December Meetup Pricing Example Monthly Fee Images Per Month $20 200 $99 1500 12/13/2010 Tuesday, December 14, 2010

26. Houdini Easy Mechanical Turk Integration with Houdini On Demand Labor API Philly AWS December Meetup Other Solutions • Crowdﬂower • Microtask • CrowdCloud 12/13/2010 Tuesday, December 14, 2010

27. Houdini Easy Mechanical Turk Integration with Houdini On Demand Labor API Philly AWS December Meetup Resources Houdini Docs: http://houdiniapi.com/documentation Mturk Docs: http://docs.amazonwebservices.com/AWSMturkAPI/2008-08-02/index.html 12/13/2010 Tuesday, December 14, 2010

28. Houdini Easy Mechanical Turk Integration with Houdini On Demand Labor API Philly AWS December Meetup Thanks! Chris Conley Jameson Detweiler chris@houdiniapi.com jameson@houdiniapi.com @chrisconley @jaymstr 12/13/2010 Tuesday, December 14, 2010