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title: A Computer Scientist in a Business School
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The deadline is November 4th, 2011
Overview
Dates and Location
Format
Submission
Important Dates
Update
corroborated
how often the two workers will agree and agree on the correct answer
redundancy when relying on low-quality workers is not cost-effective
average
to reach 99% accuracy, we need 39 workers of 68% accuracy
We need five workers that are 90% accurate to get 99% accuracy.
great
User behavior and online reviews
Purchasing bias
Underreporting bias
self-selection bias
Online product reviews and product sales
Online word of mouth and firms
Pay well
Pay fairly
Pay quickly
Even if I had received a $1M bonus from NYU for my efforts, the basic problem would still be there: the teaching experience would degenerate into a witch hunt, focusing on cheating, instead of being about learning.
In fact, the blog post was in my folder of draft posts for a few months now, long before receiving my annual evaluation.
A tale about parking
This is not the main point.
U tags
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corroborated
how often the two workers will agree and agree on the correct answer
average
Pay well - Don’t be fooled into underpaying Workers by comparing your HITs to low priced HITs that aren’t being completed.
Pay fairly – Don’t reject an Assignment unless you’re SURE it’s the Worker who is wrong.
Pay quickly – If you approve or reject Assignments once a week, Workers may do a few HITs and then wait to see if they are paid before doing more. This is especially true if you’re a new Requester and haven’t established your reputation yet.
that
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Tuesday, October 11, 2011
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http://behind-the-enemy-lines.blogspot.com/2010/01/did-you-find-this-helpful.html | related blog post |
http://behind-the-enemy-lines.blogspot.com/2011/07/why-i-will-never-pursue-cheating-again.html | prior blog post |
external links
address | anchor text |
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http://www.behind-the-enemy-lines.com/2011/10/collective-intelligence-2012-deadline.html | Collective Intelligence 2012: Deadline November 4, 2011 |
http://www.ci2012.org/ | Collective Intelligence 2012 |
http://cci.mit.edu/malone/ | Tom Malone |
http://www.cs.cmu.edu/~biglou/ | Luis von Ahn |
http://www.behind-the-enemy-lines.com/search/label/aca | aca |
http://www.behind-the-enemy-lines.com/search/label/call%20for%20papers | call for papers |
http://www.behind-the-enemy-lines.com/search/label/cfp | cfp |
http://www.behind-the-enemy-lines.com/search/label/conference | conference |
http://www.behind-the-enemy-lines.com/search/label/crowdsourcing | crowdsourcing |
http://www.behind-the-enemy-lines.com/search/label/human%20computation | human computation |
http://www.behind-the-enemy-lines.com/search/label/mechanical%20turk | mechanical turk |
http://www.behind-the-enemy-lines.com/search/label/research | research |
http://www.behind-the-enemy-lines.com/search/label/wisdom%20of%20the%20crowds | wisdom of the crowds |
http://www.behind-the-enemy-lines.com/2011/10/collective-intelligence-2012-deadline.html | 4:15 PM |
http://www.behind-the-enemy-lines.com/2011/10/collective-intelligence-2012-deadline.html#comments | 1 comments |
http://www.behind-the-enemy-lines.com/2011/10/collective-intelligence-2012-deadline.html#links | Links to this post |
http://www.behind-the-enemy-lines.com/2011/09/probabilities-and-mturk-executives.html | Probabilities and MTurk Executives: A Troubled Story |
http://mechanicalturk.typepad.com/blog/2011/09/cooking-.html | describes the need to build custom qualifications for workers |
http://en.wikipedia.org/wiki/Conjunction_fallacy | conjunction |
http://www.behind-the-enemy-lines.com/search/label/mechanical%20turk | mechanical turk |
http://www.behind-the-enemy-lines.com/search/label/pricing | pricing |
http://www.behind-the-enemy-lines.com/search/label/probability | probability |
http://www.behind-the-enemy-lines.com/search/label/research | research |
http://www.behind-the-enemy-lines.com/2011/09/probabilities-and-mturk-executives.html | 10:04 PM |
http://www.behind-the-enemy-lines.com/2011/09/probabilities-and-mturk-executives.html#links | Links to this post |
http://www.behind-the-enemy-lines.com/2011/08/impact-of-online-reviews-annotated.html | The impact of online reviews: An annotated bibliography |
http://pages.stern.nyu.edu/~bli/ | Beibei Li |
http://dx.doi.org/10.1145/1562764.1562800 | Overcoming the J-shaped distribution of product reviews |
http://ericchaing.org/files/Li_2008_ISR.pdf | Self-Selection and Information Role of Online Product Reviews |
http://www.rhsmith.umd.edu/faculty/wmoe/moe_trusov.pdf | Measuring the Value of Social Dynamics in Online Product Ratings Forums |
http://www.dellarocas.com/images/papers/jmis2010.pdf | Are Consumers More Likely to Contribute Online Reviews for Hit or Niche Products? |
http://www.journals.marketingpower.com/doi/abs/10.1509/jmkr.43.3.345?journalCode=jmkr | The Effect of Word of Mouth on Sales: Online Book Reviews |
http://www.journals.marketingpower.com/doi/abs/10.1509/jmkg.70.3.74?journalCode=jmkg | Word of Mouth for Movies: Its Dynamics and Impact on Box Office Revenue |
http://mktsci.journal.informs.org/content/early/2010/05/27/mksc.1100.0572.abstract | The Effects of Online User Reviews on Movie Box Office Performance: Accounting for Sequential Rollout and Aggregation Across Local Markets |
http://marketing.wharton.upenn.edu/documents/research/Negative_Publicity.pdf | Positive Effects of Negative Publicity: When Negative Reviews Increase Sales |
http://isr.journal.informs.org/content/19/3/291.abstract | Examining the Relationship Between Reviews and Sales: The Role of Reviewer Identity Disclosure in Electronic Markets |
http://mansci.journal.informs.org/content/57/8/1485.short | Deriving the Pricing Power of Product Features by Mining Consumer Reviews |
http://pages.stern.nyu.edu/~panos/publications/tkde2010-usefulness.pdf | Estimating the Helpfulness and Economic Impact of Product Reviews: Mining Text and Reviewer Characteristics |
http://www.journals.marketingpower.com/doi/abs/10.1509/jmkr.48.2.238?journalCode=jmkr | Online Social Interactions: A Natural Experiment on Word of Mouth Versus Observational Learning |
http://people.bu.edu/mluca/JMP.pdf | Reviews, Reputation, and Revenue: The Case of Yelp.com |
http://afinetheorem.wordpress.com/2011/06/30/reviews-reputation-and-revenue-the-case-of-yelp-com-m-luca-2010/ | This blog posts presents further analysis of the paper |
http://bear.warrington.ufl.edu/weitz/mar7786/Articles/Trusov%20et%20al%202009%20social%20network.pdf | Effects of Word-of-Mouth Versus Traditional Marketing: Findings from an Internet Social Networking Site |
http://dx.doi.org/10.1287/mksc.1080.0444 | Firm-Created Word-of-Mouth Communication: Evidence from a Field Test |
http://papers.ssrn.com/sol3/papers.cfm?abstract_id=1462336 | The Development and Impact of Consumer Word of Mouth in New Product Diffusion |
http://www.behind-the-enemy-lines.com/search/label/academia | academia |
http://www.behind-the-enemy-lines.com/search/label/crowdsourcing | crowdsourcing |
http://www.behind-the-enemy-lines.com/search/label/research | research |
http://www.behind-the-enemy-lines.com/search/label/reviews | reviews |
http://www.behind-the-enemy-lines.com/search/label/surveys | surveys |
http://www.behind-the-enemy-lines.com/search/label/wisdom%20of%20the%20crowds | wisdom of the crowds |
http://www.behind-the-enemy-lines.com/2011/08/impact-of-online-reviews-annotated.html | 11:09 AM |
http://www.behind-the-enemy-lines.com/2011/08/impact-of-online-reviews-annotated.html#links | Links to this post |
http://www.behind-the-enemy-lines.com/2011/07/native-vs-grapevine-requester.html | Native vs Grapevine Reputation on MTurk |
http://mechanicalturk.typepad.com/blog/2011/07/cooking-with-sharon-tip-3-manage-your-reputation.html | "Cooking with Sharon" & Tip #3 Manage Your Reputation |
http://www.behind-the-enemy-lines.com/search/label/crowdsourcing | crowdsourcing |
http://www.behind-the-enemy-lines.com/search/label/mechanical%20turk | mechanical turk |
http://www.behind-the-enemy-lines.com/search/label/reputation | reputation |
http://www.behind-the-enemy-lines.com/search/label/wisdom%20of%20the%20crowds | wisdom of the crowds |
http://www.behind-the-enemy-lines.com/2011/07/native-vs-grapevine-requester.html | 6:28 PM |
http://www.behind-the-enemy-lines.com/2011/07/native-vs-grapevine-requester.html#links | Links to this post |
http://www.behind-the-enemy-lines.com/2011/07/tale-about-parking.html | A tale about parking |
http://www.behind-the-enemy-lines.com/search/label/academia | academia |
http://www.behind-the-enemy-lines.com/search/label/cheating | cheating |
http://www.behind-the-enemy-lines.com/search/label/education | education |
http://www.behind-the-enemy-lines.com/search/label/evaluation | evaluation |
http://www.behind-the-enemy-lines.com/search/label/incentives | incentives |
http://www.behind-the-enemy-lines.com/search/label/teaching | teaching |
http://www.behind-the-enemy-lines.com/2011/07/tale-about-parking.html | 6:57 PM |
http://www.behind-the-enemy-lines.com/2011/07/tale-about-parking.html#links | Links to this post |
http://www.behind-the-enemy-lines.com/search?updated-max=2011-07-22T18%3A57%3A00-04%3A00&max-results=5 | Older Posts |
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http://www.tripit.com/ | TripIt - Organize your travel |
http://www.behind-the-enemy-lines.com/2011/07/why-i-will-never-pursue-cheating-again.html | Why I will never pursue cheating again |
http://www.behind-the-enemy-lines.com/2010/12/mechanical-turk-now-with-4092-spam.html | Mechanical Turk: Now with 40.92% spam. |
http://www.behind-the-enemy-lines.com/2011/08/impact-of-online-reviews-annotated.html | The impact of online reviews: An annotated bibliography |
http://www.behind-the-enemy-lines.com/2011/09/probabilities-and-mturk-executives.html | Probabilities and MTurk Executives: A Troubled Story |
http://www.behind-the-enemy-lines.com/2011/04/want-to-improve-sales-fix-grammar-and.html | An ingenious application of crowdsourcing: Fix reviews' grammar, improve sales |
http://www.behind-the-enemy-lines.com/2010/10/cease-and-desist.html | Cease and desist... |
http://www.behind-the-enemy-lines.com/2011/10/collective-intelligence-2012-deadline.html | Collective Intelligence 2012: Deadline November 4, 2011 |
http://www.behind-the-enemy-lines.com/2010/03/new-demographics-of-mechanical-turk.html | The New Demographics of Mechanical Turk |
http://www.behind-the-enemy-lines.com/2011/03/uncovering-advertising-fraud-scheme.html | Uncovering an advertising fraud scheme. Or "the Internet is for porn" |
http://www.behind-the-enemy-lines.com/2011/07/tale-about-parking.html | A tale about parking |
http://www.behind-the-enemy-lines.com/search?updated-min=2011-01-01T00%3A00%3A00-05%3A00&updated-max=2012-01-01T00%3A00%3A00-05%3A00&max-results=27 | 2011 |
http://www.behind-the-enemy-lines.com/2011_10_01_archive.html | October |
http://www.behind-the-enemy-lines.com/2011/10/collective-intelligence-2012-deadline.html | Collective Intelligence 2012: Deadline November 4,... |
http://www.behind-the-enemy-lines.com/2011_09_01_archive.html | September |
http://www.behind-the-enemy-lines.com/2011/09/probabilities-and-mturk-executives.html | Probabilities and MTurk Executives: A Troubled Sto... |
http://www.behind-the-enemy-lines.com/2011_08_01_archive.html | August |
http://www.behind-the-enemy-lines.com/2011/08/impact-of-online-reviews-annotated.html | The impact of online reviews: An annotated bibliog... |
http://www.behind-the-enemy-lines.com/2011_07_01_archive.html | July |
http://www.behind-the-enemy-lines.com/2011/07/native-vs-grapevine-requester.html | Native vs Grapevine Reputation on MTurk |
http://www.behind-the-enemy-lines.com/2011/07/tale-about-parking.html | A tale about parking |
http://www.behind-the-enemy-lines.com/2011/07/why-i-will-never-pursue-cheating-again.html | Why I will never pursue cheating again |
http://www.behind-the-enemy-lines.com/2011_06_01_archive.html | June |
http://www.behind-the-enemy-lines.com/2011/06/extreme-value-theory-101-or-newsweek.html | Extreme value theory 101, or Newsweek researching ... |
http://www.behind-the-enemy-lines.com/2011/06/accepted-papers-for-hcomp-2011.html | Accepted papers for the 3rd Human Computation Work... |
http://www.behind-the-enemy-lines.com/2011/06/crowdsourcing-and-discovery-of-hidden.html | Crowdsourcing and the discovery of a hidden treasu... |
http://www.behind-the-enemy-lines.com/2011_05_01_archive.html | May |
http://www.behind-the-enemy-lines.com/2011/05/crowdsourcing-education.html | Crowdsourcing Education |
http://www.behind-the-enemy-lines.com/2011/05/pay-enough-or-dont-pay-at-all.html | Pay Enough or Don't Pay at All |
http://www.behind-the-enemy-lines.com/2011/05/crowdsourcing-lessons-from-henry-ford.html | Crowdsourcing: Lessons from Henry Ford |
http://www.behind-the-enemy-lines.com/2011_04_01_archive.html | April |
http://www.behind-the-enemy-lines.com/2011/04/deadline-for-hcomp-2011-extended.html | Deadline for HCOMP 2011 extended: Submission due o... |
http://www.behind-the-enemy-lines.com/2011/04/video-from-nyc-crowdsourcing-meetup.html | Video from NYC Crowdsourcing Meetup |
http://www.behind-the-enemy-lines.com/2011/04/nyc-crowdsourcing-meetup-april-13th.html | NYC Crowdsourcing Meetup: April 13th, 6.30pm |
http://www.behind-the-enemy-lines.com/2011/04/tutorial-on-crowdsourcing-and-human.html | Tutorial on Crowdsourcing and Human Computation |
http://www.behind-the-enemy-lines.com/2011/04/want-to-improve-sales-fix-grammar-and.html | An ingenious application of crowdsourcing: Fix rev... |
http://www.behind-the-enemy-lines.com/2011_03_01_archive.html | March |
http://www.behind-the-enemy-lines.com/2011/03/crowdsourcing-goes-professional-rise-of.html | Crowdsourcing goes professional: The rise of the v... |
http://www.behind-the-enemy-lines.com/2011/03/uncovering-advertising-fraud-scheme.html | Uncovering an advertising fraud scheme. Or "the In... |
http://www.behind-the-enemy-lines.com/2011/03/do-mechanical-turk-workers-lie-about.html | Do Mechanical Turk workers lie about their locatio... |
http://www.behind-the-enemy-lines.com/2011/03/road-to-serfdom-acm-version.html | The Road to Serfdom, ACM Edition |
http://www.behind-the-enemy-lines.com/2011/03/promise-and-fear-of-assembly-line-for.html | The promise and fear of an assembly line for knowl... |
http://www.behind-the-enemy-lines.com/2011_02_01_archive.html | February |
http://www.behind-the-enemy-lines.com/2011/02/what-was-main-factor-for-watsons.html | What was the main factor for Watson's success? Har... |
http://www.behind-the-enemy-lines.com/2011/02/browers-of-mechanical-turk-workers.html | Browsers of Mechanical Turk workers |
http://www.behind-the-enemy-lines.com/2011/02/3rd-human-computation-workshop-hcomp.html | 3rd Human Computation Workshop (HCOMP 2011), San F... |
http://www.behind-the-enemy-lines.com/2011/02/notes-from-crowdsourcing-in-search-and.html | Notes from "Crowdsourcing in Search and Data Minin... |
http://www.behind-the-enemy-lines.com/2011/02/unreasonable-effectiveness-of.html | The unreasonable effectiveness of simplicity |
http://www.behind-the-enemy-lines.com/search?updated-min=2010-01-01T00%3A00%3A00-05%3A00&updated-max=2011-01-01T00%3A00%3A00-05%3A00&max-results=40 | 2010 |
http://www.behind-the-enemy-lines.com/2010_12_01_archive.html | December |
http://www.behind-the-enemy-lines.com/2010/12/amazon-reacts-spammers-kicked-out-of.html | Amazon Reacts: Spammers Kicked Out of MTurk! |
http://www.behind-the-enemy-lines.com/2010/12/mechanical-turk-now-with-4092-spam.html | Mechanical Turk: Now with 40.92% spam. |
http://www.behind-the-enemy-lines.com/2010/12/sharing-code-apis-and-readability-api.html | Sharing code, API's, and a Readability API |
http://www.behind-the-enemy-lines.com/2010/12/excerpts-from-communist-manifesto.html | Excerpts from "The Communist Manifesto" |
http://www.behind-the-enemy-lines.com/2010_11_01_archive.html | November |
http://www.behind-the-enemy-lines.com/2010/11/wisdom-of-crowds-when-do-we-need.html | Wisdom of the Crowds: When do we need Independence... |
http://www.behind-the-enemy-lines.com/2010/11/mechanical-turk-interesting-tasks-and.html | Mechanical Turk, "Interesting Tasks," and Cognitiv... |
http://www.behind-the-enemy-lines.com/2010/11/nyc-i-love-your-data.html | NYC, I Love You(r Data) |
http://www.behind-the-enemy-lines.com/2010/11/introductory-research-course-replicate.html | Introductory Research Course: Replicate a Paper |
http://www.behind-the-enemy-lines.com/2010_10_01_archive.html | October |
http://www.behind-the-enemy-lines.com/2010/10/cease-and-desist.html | Cease and desist... |
http://www.behind-the-enemy-lines.com/2010/10/student-websites.html | Student websites |
http://www.behind-the-enemy-lines.com/2010/10/can-crowdsourcing-scale-role-of-active.html | Can Crowdsourcing Scale? The Role of Active Learni... |
http://www.behind-the-enemy-lines.com/2010/10/plea-to-amazon-fix-mechanical-turk.html | A Plea to Amazon: Fix Mechanical Turk! |
http://www.behind-the-enemy-lines.com/2010/10/mechanical-turk-and-data-driven.html | Mechanical Turk and Data Driven Journalism: The Ca... |
http://www.behind-the-enemy-lines.com/2010/10/be-top-mechanical-turk-worker-you-need.html | Be a Top Mechanical Turk Worker: You Need $5 and 5... |
http://www.behind-the-enemy-lines.com/2010/10/explosion-of-micro-crowdsourcing.html | The Explosion of Micro-Crowdsourcing Services |
http://www.behind-the-enemy-lines.com/2010/10/explosion-of-crowdsourcing-workshops.html | The Explosion of Crowdsourcing Workshops |
http://www.behind-the-enemy-lines.com/2010/10/mechanical-turk-requester-activity.html | Mechanical Turk Requester Activity: The Insignific... |
http://www.behind-the-enemy-lines.com/2010/10/what-tasks-are-posted-on-mechanical.html | What Tasks Are Posted on Mechanical Turk? |
http://www.behind-the-enemy-lines.com/2010_09_01_archive.html | September |
http://www.behind-the-enemy-lines.com/2010/09/worker-evaluation-in-crowdsourcing-gold.html | Worker Evaluation in Crowdsourcing: Gold Data or M... |
http://www.behind-the-enemy-lines.com/2010/09/analytics-for-class-lectures.html | Analytics for Class Lectures |
http://www.behind-the-enemy-lines.com/2010_08_01_archive.html | August |
http://www.behind-the-enemy-lines.com/2010/08/reputation-integration-and-future-of.html | Reputation Integration and the Future of Reviews |
http://www.behind-the-enemy-lines.com/2010_07_01_archive.html | July |
http://www.behind-the-enemy-lines.com/2010/07/mechanical-turk-low-wages-and-market.html | Mechanical Turk, Low Wages, and the Market for Lem... |
http://www.behind-the-enemy-lines.com/2010/07/peer-reviewing-for-oral-presentations.html | Peer Reviewing for Oral Presentations? |
http://www.behind-the-enemy-lines.com/2010_06_01_archive.html | June |
http://www.behind-the-enemy-lines.com/2010_05_01_archive.html | May |
http://www.behind-the-enemy-lines.com/2010_04_01_archive.html | April |
http://www.behind-the-enemy-lines.com/2010_03_01_archive.html | March |
http://www.behind-the-enemy-lines.com/2010_02_01_archive.html | February |
http://www.behind-the-enemy-lines.com/2010_01_01_archive.html | January |
http://www.behind-the-enemy-lines.com/search?updated-min=2009-01-01T00%3A00%3A00-05%3A00&updated-max=2010-01-01T00%3A00%3A00-05%3A00&max-results=41 | 2009 |
http://www.behind-the-enemy-lines.com/2009_12_01_archive.html | December |
http://www.behind-the-enemy-lines.com/2009_11_01_archive.html | November |
http://www.behind-the-enemy-lines.com/2009_10_01_archive.html | October |
http://www.behind-the-enemy-lines.com/2009_09_01_archive.html | September |
http://www.behind-the-enemy-lines.com/2009_08_01_archive.html | August |
http://www.behind-the-enemy-lines.com/2009_07_01_archive.html | July |
http://www.behind-the-enemy-lines.com/2009_06_01_archive.html | June |
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http://www.behind-the-enemy-lines.com/2009_04_01_archive.html | April |
http://www.behind-the-enemy-lines.com/2009_03_01_archive.html | March |
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http://www.behind-the-enemy-lines.com/2009_01_01_archive.html | January |
http://www.behind-the-enemy-lines.com/search?updated-min=2008-01-01T00%3A00%3A00-05%3A00&updated-max=2009-01-01T00%3A00%3A00-05%3A00&max-results=47 | 2008 |
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http://www.behind-the-enemy-lines.com/2008_10_01_archive.html | October |
http://www.behind-the-enemy-lines.com/2008_09_01_archive.html | September |
http://www.behind-the-enemy-lines.com/2008_08_01_archive.html | August |
http://www.behind-the-enemy-lines.com/2008_07_01_archive.html | July |
http://www.behind-the-enemy-lines.com/2008_06_01_archive.html | June |
http://www.behind-the-enemy-lines.com/2008_05_01_archive.html | May |
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http://www.behind-the-enemy-lines.com/2008_02_01_archive.html | February |
http://www.behind-the-enemy-lines.com/2008_01_01_archive.html | January |
http://www.behind-the-enemy-lines.com/search?updated-min=2007-01-01T00%3A00%3A00-05%3A00&updated-max=2008-01-01T00%3A00%3A00-05%3A00&max-results=32 | 2007 |
http://www.behind-the-enemy-lines.com/2007_12_01_archive.html | December |
http://www.behind-the-enemy-lines.com/2007_11_01_archive.html | November |
http://www.behind-the-enemy-lines.com/2007_10_01_archive.html | October |
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http://www.behind-the-enemy-lines.com/2007_07_01_archive.html | July |
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