what it human-computaon?jeromew/docs/comp766_f2016_lecture_1.pdf · what it human-computaon? ......

16-09-06 1 COMP 766: An introduc6on to Crowdsourcing and Human- Computa6on techniques Jérôme Waldispühl [email protected] What it Human-computa6on? 199801801071 + 6553635653 + 45735581 * (5364261 - 546543 + 536536361) – 66556151022326648712 * 562563 + 76434 – 63264782647357 * 5465463 (465463 – 6743252) = 2.1332374e+27 = ?? Computer are very eﬃcient to process numerical and text data. What it Human-computa6on? But on other types of problems, humans are not always bad. What it Human-computa6on? Web enable to gather crowds and connect human to computers. What it Human-computa6on? Our goal should be to build be\er human-computer systems! Human-Computa6on Systems • Voluntary: Wikipedia, Open Source So‘ware • Incen-ve by money: Amazon Mechanical Turk • Incen-ve by fun: Games with a Purpose • You have no other choices: CAPTCHA/reCAPTCHA

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Page 1: What it Human-computaon?jeromew/docs/comp766_F2016_lecture_1.pdf · What it Human-computaon? ... • You have no other choices: CAPTCHA/reCAPTCHA ... comp766_F2016_Lec0.pptx Author:

16-09-06

COMP766:Anintroduc6ontoCrowdsourcingandHuman-Computa6ontechniques

JérômeWaldispü[email protected]

WhatitHuman-computa6on?

199801801071+6553635653+45735581*(5364261-546543+536536361)–66556151022326648712*562563+76434–63264782647357*5465463(465463–6743252)

=2.1332374e+27=??

Computerareveryefficienttoprocessnumericalandtextdata.

WhatitHuman-computa6on?

Butonothertypesofproblems,humansarenotalwaysbad.

WhatitHuman-computa6on?

Webenabletogathercrowdsandconnecthumantocomputers.

WhatitHuman-computa6on?

Ourgoalshouldbetobuildbe\erhuman-computersystems!

Human-Computa6onSystems

•  Voluntary:Wikipedia,OpenSourceSo`ware

•  Incen-vebymoney:AmazonMechanicalTurk

•  Incen-vebyfun:GameswithaPurpose

•  Youhavenootherchoices:CAPTCHA/reCAPTCHA

16-09-06

Ar6ficialIntelligence Human-ComputerInterac6on

Design Programming

h\ps://github.com/NLKNguyen/papercolor-theme

Newtechnologies

FacebookInc.

Generalinforma6on

Web:http://www.cs.mcgill.ca/~jeromew/comp766.html Officehours:Thursday14:30-16:00inENGTR3106Email:[email protected]:• 2paperreviewswithclasspresenta6on(30%)• Researchproject(60%)• Classpar6cipa6on(10%)

Page 3: What it Human-computaon?jeromew/docs/comp766_F2016_lecture_1.pdf · What it Human-computaon? ... • You have no other choices: CAPTCHA/reCAPTCHA ... comp766_F2016_Lec0.pptx Author:

16-09-06

PaperReview/Presenta6on

•  Listofavailablescien6ficar6cles(typicallyfromconferencessuchasHCOMPorCHI).

•  25minpresenta6oninclasswithaslidedeck•  10minforques6onsfromtheaudience•  Par6cipa6ontothediscussiona`erthetalkswillbe

integratedinyourgradeforpar6cipa6on.

Project

•  ListofprojectsproposedearlySeptember(Othersugges6onswillbeconsidered).

•  Individualprojectorteamsoftwo(withseparatetasks).•  Mid-termreport:2pagesduelateOctober(4pagesfor

teams).•  Finalreport:6pagesduemidDecember(12pagesfor

teams).•  Allprojectsmustincludeaprogrammingcomponentand

experiments.

Framework&Plarorms

•  Python•  PyBossa(crowdsourcingframework)•  OtherPythonpackage:scikit-learn(AI)•  Webprogramming(javascript,HTML5,etc.)

InvitedLectures

• OlivierTremblay-Savard,ComputerScience,UniversityofManitoba• DerekRuths,ComputerScience,McGill• PascalNataf,Affordancestudio• Yancyr,BeamMeUp• TBD

References

HumanComputa6onEdithLaw,LuisvonAhnMorgan&ClaypoolPublishers

Reinven6ngdiscoveryMichaelNielsenPrincetonUniversityPress

Outline

• September8-20:Conceptsin“HumanComputa6on”• September22:Presenta6onofar6clestoreviewandproject• Sep27-Oct.4:Casestudies• Oct6-11:Invitedlectures• Oct12–Nov3:Paperpresenta6ons• Nov.10–22:Selectedtopics• Nov.24-29:InvitedLectures• Dec.1:Review&discussion