[ , , , ] Ib qho ntawm feem ntau exciting thov los ntawm Benoit thiab cov npoj yaig ' (2016) kev tshawb fawb ntawm pawg neeg-coding ntawm political manifestos yog tias cov kev tshwm sim yog reproducible. Merz, Regel, and Lewandowski (2016) muab rau Manifesto Corpus. Sim ua kom tus me nyuam thij duab 2 ntawm Benoit et al. (2016) siv cov neeg ua haujlwm ntawm Amazon Mechanical Turk. Zoo li koj cov ntsiab lus tau zoo li cas?
[ ] Nyob hauv InfluenzaNet qhov kev pabcuam pejxeem ntawm cov neeg tuaj yeem qhia txog qhov xwm txheej, kev muaj mob, thiab kev coj ua rau kev mob nkeeg rau tus kab mob khaub thuas (Tilston et al. 2010; Noort et al. 2015) .
[ , , ] Tus kws xam nyiaj txiag yog ib phau ntawv xov xwm txhua lub limtiam. Tsim kom muaj ib qho kev sib txawv ntawm tib neeg saib yog qhov piv ntawm cov poj niam rau cov txiv neej nyob hauv lub khauj tau hloov lub sij hawm.
Lo lus nug no tau tshoov siab los ntawm ib lub tswv yim zoo sib xws ntawm Justin Tenuto, tus kws tshawb fawb ntawm cov lag luam hauv CrowdFlower: saib "Time Magazine Really Likes Dudes" (http://www.crowdflower.com/blog/time-magazine-cover-data) .
[ , , ] Lub tsev nyob rau lo lus nug dhau los, tam sim no ua qhov ntsuam xyuas rau tag nrho tsib lub cheeb tsam.
[ , ] Muaj ntau ntau cov websites uas qhib hu xovtooj qhib haujlwm, xws li Kaggle. Koom rau hauv ib qhov ntawm cov haujlwm, thiab piav qhia txog yam koj kawm txog qhov project thiab qhov kev sib tham qhib dav dav.
[ ] Saib ntawm qhov teeb meem tsis ntev los no ntawm ib phau ntawv sau txog koj lub teb. Puas muaj cov ntaub ntawv uas yuav muaj peev xwm tau muab kho dua li cov haujlwm qhib hu haujlwm? Vim li cas los yog vim li cas?
[ ] Purdam (2014) qhia txog kev khaws ntaub ntawv khaws cia txog kev thov hauv London. Sau lub zog thiab kev qaug zog ntawm qhov kev tshawb fawb no.
[ ] Kev ncua sij hawm yog ib qho tseem ceeb rau kev ntsuam xyuas cov kev faib cov ntaub ntawv khaws tseg. Windt and Humphreys (2016) tsim thiab sim ua ib qho kev qhia txog cov xwm txheej ntawm cov neeg nyob hauv Eastern Congo. Nyeem daim ntawv.
[ ] Karim Lakhani thiab cov npoj yaig (2013) tau tsim ib qho kev qhib hu kom nrhiav cov algorithms tshiab kom daws tau qhov teeb meem hauv kev ua lej ntsuas. Lawv tau txais ntau tshaj li 600 txoj kev xa nrog muaj 89 tus lej tshiab. Ntawm cov ntawv tso cai, 30 tshaj qhov kev ua tau zoo ntawm US National Institutes of Health tus MegaBLAST, thiab qhov kev tshaj tawm zoo tau ntau dua qhov tseeb thiab kev ceev (1,000 zaug sai dua).
[ , ] Muaj ntau tus neeg ua lag luam kev cia siab rau cov neeg tuaj koom ntawm Amazon Mechanical Turk. Sau npe los ua ib tug neeg ua haujlwm ntawm Amazon Mechanical Turk. Siv sijhawm ib teev ua haujlwm. Qhov no yuav cuam tshuam dab tsi rau koj kev xav txog kev tsim, zoo, thiab kev ncaj ncees ntawm cov tib neeg kev ua lag luam sib piv?