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A Computer Scientist in a Business School

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A Computer Scientist in a Business School

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Wednesday, September 11, 2013
Wednesday, July 31, 2013
Sunday, July 28, 2013
Friday, June 28, 2013
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H3

CrowdScale workshop at HCOMP 2013
Online labor markets: Why they can't scale and the crowdsourcing solution.
Crowdsourcing and information theory: The disconnect
Facebook implements brand safety, doing it "manually" (crowdsourcing?)
Mechanical Turk account verification: Why Amazon disables so many accounts

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Text Analysis

Cloud of Keywords from all content
High relevance
 

workers crowdsourcing worker amazon online people hiring turk mechanical noisy bits labor message answers answer work quality computation theory correct project process scale content checksum contractors problems human problem money hire projects perfect questions markets market facebook create fake employer capacity channel requester account share tasks scheme number requesters practices log schemes setting solution order payments question workshop good accounts marketplaces theoretical big blog 85% identity manage parity twittershare facebook links post labels task by panos thisblogthis

Medium relevance
 

select transmitted understand initial manual learning limit management google crowd build 85$ laundering codes memory original processor fact managing $q$ posted easier identities simulate marketplace verification uncertainty learned $q=1$ $q=0 =2$ error-free effectively bad doubt simply report costs safety generation disk scientist product assume customer fraud transaction pm email year business led point step brand client standardized buy easy user payment $600 frac odesk 1099-misc error-correcting acts high-quality shopping started ssn probability manually employers demand operates entropy equal porn adsafe environment detect anonymous concept transmission level errors solutions approaches single machine based encoding coding crowdscale july reconstruct hcomp outsourcing

Low relevance
 

verification uncertainty learned $q=1$ $q=0 =2$ error-free effectively bad doubt simply report costs safety generation disk scientist product assume customer fraud transaction pm email year business led point step brand client standardized buy easy user payment $600 frac odesk 1099-misc error-correcting acts high-quality shopping started ssn probability manually employers demand operates entropy equal porn adsafe environment detect anonymous concept transmission level errors solutions approaches single machine based encoding coding crowdscale july reconstruct hcomp outsourcing website built laptop screen hires turbo application approach asks 128gb reasonable workplace assumption closer position contractor papers statistics september school item production maximum voting numbers growth effort measure open ordering challenge allowed paying defacto $1000 limited error-correction created shared guarantee disables bayesian small offerings join basic existing vertical challenges clean indian monitor service majority announcement june address financial international verify cool knowledge offers companies advertising spam electronic interesting india shannon fundamental invites productize guaranteeing internet proper face strategy methods mturk traffic couple size purpose improve carry avoid privacy employing impossible handcrafted completely university wednesday scalability achieve deploy accurate transition future today integral cdot check random expectation forms $n=4$ etsy principle 15$ general brand-inappropriate rate moment cleaning missing products simple working error pricing reduce legal incorrect ipeirotis at 8 strategies am email style providing choices $500 implement update scalable cases specifications complexity transfer choice job volume $n$ presented offline perfectly combination realize activity total posts answering case tackling match difference employee complete startup equivalent individual traditional experience theorem jobs reasons long-term interviewing corruption lines

Very Low relevance
 
website built laptop screen hires turbo application approach asks 128gb reasonable workplace assumption closer position contractor papers statistics september school item production maximum voting numbers growth effort measure open ordering challenge allowed paying defacto $1000 limited error-correction created shared guarantee disables bayesian small offerings join basic existing vertical challenges clean indian monitor service majority announcement june address financial international verify cool knowledge offers companies advertising spam electronic interesting india shannon fundamental invites productize guaranteeing internet proper face strategy methods mturk traffic couple size purpose improve carry avoid privacy employing impossible handcrafted completely university wednesday scalability achieve deploy accurate transition future today integral cdot check random expectation forms $n=4$ etsy principle 15$ general brand-inappropriate rate moment cleaning missing products simple working error pricing reduce legal incorrect ipeirotis at 8 strategies am email style providing choices $500 implement update scalable cases specifications complexity transfer choice job volume $n$ presented offline perfectly combination realize activity total posts answering case tackling match difference employee complete startup equivalent individual traditional experience theorem jobs reasons long-term interviewing corruption lines facebookhas ads crowdsourcingto violates assumed controversial thinking surprised adult-oriented aboutbrand appearing friday implements terms restrict categorization component re-transmit noise characteristics erroneously capture illustrate telecommunications decide communication extra increases odd count efficiency simplest simplification gross analysis feasibility assumptions infeasible strange practically implementing encode reed-solomon translatable closely researchers robust recover increasing toarbitrarilylow humans information-theoretic opposed meta-questions capability alternatively enforces chance checksums predicted challenging maximums computers isgoing correlated code defeating source meta non-trivial highly levels computing -questions modify inspect submitted implementation built-in similarities computed ipeirotis at 7 non-us legitimate eventually prove concerns expressed proving generate flows compliance laws prevent direction removing happening switches anytime mix remains pretty ability established knowing employees verifying accepts include $20 valid raised flags high 1099-k forced finally regulation introduced places transactions activitiesmay idea kyc doctrine terrorist financing comply infamousus patriot provisions anonymity ipeirotis at 4 frequentist 92% tutorial computation the demographics bill uncovering bandwidth attack attacked spreadsheets ramped turk mechanical accounts an again online archive ▼ april february cheating pursue ingenious reviews grammar sales why posts the pageviews popular george professor kellner faculty fellow ipeirotis ipeirotis panos lemons older posts home subscribe me panos department operations posts subscribe email twitter tweets @ipeirotis subscribers total profile subscribe view sciences leonard stern york clarify ssns turk mechanical classification accounts over embarked holders image inappropriate demonstrate troia toolkit detecting includes social locked segment sole eligible realized perform security users disabled unable uncovering written wording judgements review weeks automated algorithm private violating-terms-of-service intensity offense crowdsourcing-style imply blow speech inspired faced academic language offensive horn science categories alcohol receive cash law holder unaware engage pays puppetmaster earnings seemingly authentic dead existed reality discussed regulations forcing addresses names fiscal receiving forces unknowingly participate black plenty generator difficult reputation cheap commits well-known attacks compensation gift cards sounds action caught discouraging criticized required optional spammers treated closed commit actions hurts no-ads-for-brand-safety arises craft inferring microsoft legendary ceo remain clone lot crap surprise processes time-consuming great spend timemanagingthe factors documented vague unrewarding theharrowingfact hoping requests endless topics discussions reached striking risks handling talked passion discuss short- conclusion plurality markets people fun elance freelancer handle newcomerof lack consensus teach unique qualified translations productized offered packages transcriptions authoring pay lessons shopping based standardize pre-set customizations expected topic creation offering fuel works length vertical-oriented separation dollars since1gb afraid buying switch argument initially counter-argument continue grow shopping the bespoke customization functionality store inch 10tb web larger typically dimensions customize teams distributed reward winner cfp raises $1500 carries satisfactory proposed deadline october variety programmatically increase training evaluation effective diversity daily incentivize thousands millions aren’ motivate agent 2013 a public advertisecrowdscale double turned school random thoughts enemy http 2013that submission short 2-page identify recipe classic focuses applying twists elastic skilled @heuristicity google posted conference proponent paritosh austin praveen @tatianajosephy crowdflower matthew @mattlease texas decade outsourced software specs moving competent complex entry hundreds ranging data josephy @crowdatscaleorganizers tatiana participation uptake adopters world’ ephemeral contributions adapt models sustained advance practice datasets released crowdflower twitter labels aggregate issues addition organizing directed intohiring intuitively $n=2$ =1$ =0$ examples the 1-q treat capacities returns $ where imperfect puzzle parallel agree sequential processing figure reach choose leave remaining theorem information equivalence prospect frightening morefrighteningthan lights define century machines revolution 20th regulate intersections disconnect in redundancy common ensure sunday ipeirotis at 9 auto-pilot care flight pick powerful solomon reaching familiarity minimal reed– techniques article copies inefficient advanced clue applicability syrnik predicts canalwaysrecover theperfectanswers stucchio comments limits feel appreciated wikipedia intelligent target 99$ combine accuracy perfection $q=1 operationalize two$q=0 average 99% michael 74n 100% ~57 =100 n=4 multiple nielsen posing sound integration assembly agents consenting adults implicit matching acting eases suitable staffing agency placing unqualified observing emergence comfortable semi-bespoke guarantees deliverable recourse spending minimum subcontractors materials renovating house delivered customized skills supply manager requirements examine seek separately master plan renovation procures creates owner electricians carpenters painter items route high-startup marginal adding leads automation automate properly curve starts environments benefits players prediction forefront defining decades proposition laughable catch major platform stack assistants assuming human-mediated rescue i pretend expect stuff price sellers putting industry concrete growing pains trusted virtual worse automatic listed efforts algorithmically-mediated worked

Highlighted Content Analysis

Cloud of Keywords from all content
High relevance
 

2013

Medium relevance
 

crowdsourcing

Low relevance
 

crowdsourcing scientist july school business wednesday

Very Low relevance
 
scientist july school business wednesday facebook implements disconnect solution brand scale theory turk amazon disables accounts verification account manually mechanical markets safety workshop subscribe twitter subscribers june friday september sunday total pageviews crowdscale hcomp online archive blog popular posts labor