Bit By Bit: Social Research in the Digital Age
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  • Yuav cov phau ntawv
    • Princeton University Press
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  • phau
  • 1 Introduction
    • 1.1 Ib tug number case blot
    • 1.2 Zoo siab txais tos rau cov muaj hnub nyoog
    • 1.3 Kev tshawb fawb tsim
    • 1.4 Ntxhais ntawm phau ntawv no
    • 1.5 Tus qauv ntawm phau ntawv no
    • Yuav nyeem dab tsi ntxiv
  • 2 Yuav kom peb coj tus cwj pwm
    • 2.1 Taw qhia
    • 2.2 loj cov ntaub ntawv
    • 2.3 Kaum yam ntxwv ntawm cov ntaub ntawv loj
      • 2.3.1 Loj
      • 2.3.2 Ib txwm-nyob
      • 2.3.3 Tsis Tuaj
      • 2.3.4 tsis tiav
      • 2.3.5 tsis tau
      • 2.3.6 ncees
      • 2.3.7 Drifting
      • 2.3.8 Algorithmically tsis to taub
      • 2.3.9 Moj
      • 2.3.10 Rhuav tshem tawm
    • 2.4 Kev tshawb fawb tswv yim
      • 2.4.1 Suav tej yam
      • 2.4.2 forecasting thiab nowcasting
      • 2.4.3 approximating thwmsim
    • 2.5 Xaus
    • Cov ntawv sau zauv
    • Yuav nyeem dab tsi ntxiv
    • Kev ua ub no
  • 3 Nug cov lus nug
    • 3.1 Taw qhia
    • 3.2 Nug cov lus sib tham
    • 3.3 Cov tag nrho daim ntawv ntsuam xyuas kev ua yuam kev moj khaum
      • 3.3.1 Sawv cev
      • 3.3.2 Kev Ntsuas
      • 3.3.3 nqi
    • 3.4 Leej twg nug
    • 3.5 Tshiab txoj kev ntawm cov lus nug
      • 3.5.1 Conference momentary kev ntsuam xyuas
      • 3.5.2 Wiki cov ntawv tshawb fawb
      • 3.5.3 Gamification
    • 3.6 Cov kev tshawb fawb txuas rau cov ntaub ntawv loj
      • 3.6.1 kom zoo
      • 3.6.2 Amplified thov
    • 3.7 Xaus
    • Cov ntawv sau zauv
    • Yuav nyeem dab tsi ntxiv
    • Kev ua ub no
  • 4 khiav thwmsim
    • 4.1 Taw qhia
    • 4.2 Yuav ua li cas yog kev?
    • 4.3 Ob tug ntev ntawm thwmsim: lab-teb thiab analog-digital
    • 4.4 Tsiv tshaj yooj yooj yim thwmsim
      • 4.4.1 Kev siv tau
      • 4.4.2 heterogeneity ntawm kev kho mob los
      • 4.4.3 Mechanisms
    • 4.5 Ua nws tshwm sim
      • 4.5.1 Siv cov kev kawm uas twb muaj lawm
      • 4.5.2 Tsim koj tus kheej kev sim
      • 4.5.3 Tsim koj tus kheej cov khoom
      • 4.5.4 Nrog tus neeg muaj hwj chim
    • 4.6 tswv yim
      • 4.6.1 Tsim zero nce mus nce los nqi ntaub ntawv
      • 4.6.2 Ua kom muaj kev ncaj ncees rau hauv koj tus qauv: hloov, cais, thiab txo
    • 4.7 Xaus
    • Cov ntawv sau zauv
    • Yuav nyeem dab tsi ntxiv
    • Kev ua ub no
  • 5 Tsim kev sib koom tes ua ke
    • 5.1 Taw qhia
    • 5.2 Human le caag
      • 5.2.1 Galaxy Zoo
      • 5.2.2 Crowd-coding ntawm nom tswv manifestos
      • 5.2.3 Xaus
    • 5.3 Qhib hu
      • 5.3.1 Netflix nqi zog
      • 5.3.2 Foldit
      • 5.3.3 Peer-to-Patent
      • 5.3.4 Xaus
    • 5.4 Faib cov ntaub ntawv sau
      • 5.4.1 eBird
      • 5.4.2 PhotoCity
      • 5.4.3 Xaus
    • 5.5 Vim koj tus kheej
      • 5.5.1 txhawb cov miv sab koom
      • 5.5.2 Leverage heterogeneity
      • 5.5.3 kom pom tseeb xim
      • 5.5.4 Pab kom surprise
      • 5.5.5 Yuav tsum raug cai
      • 5.5.6 kawg tsim tswv yim
    • 5.6 Xaus
    • Yuav nyeem dab tsi ntxiv
    • Kev ua ub no
  • 6 Ethics
    • 6.1 Taw qhia
    • 6.2 Peb piv txwv
      • 6.2.1 Kev Contagion
      • 6.2.2 Luag, Ties, thiab Sij Hawm
      • 6.2.3 Encore
    • 6.3 Cov no sib txawv
    • 6.4 Plaub hauv paus ntsiab lus
      • 6.4.1 Respect rau Cov Neeg
      • 6.4.2 beneficence
      • 6.4.3 Kev Ncaj Ncees
      • 6.4.4 Respect rau txoj cai lij choj thiab pej xeem paj
    • 6.5 Ob tug koom coj
    • 6.6 Cov cheeb tsam ntawm kev nyuaj
      • 6.6.1 paub tso cai
      • 6.6.2 to taub thiab kev tswj qhia uas muaj feem yuav
      • 6.6.3 Tsis pub twg paub
      • 6.6.4 vaj txiav txim siab nyob rau hauv lub ntsej muag ntawm uncertainty
    • 6.7 Tswv yim tswv yim
      • 6.7.1 Cov IRB yog ib tug hauv pem teb, tsis yog ib tug qab nthab
      • 6.7.2 Muab koj tus kheej nyob rau hauv txhua leej txhua tus lwm tus nkawm khau
      • 6.7.3 Xav txog kev tshawb fawb ethics li tas mus li, tsis discrete
    • 6.8 Xaus
    • Keeb kwm appendix
    • Yuav nyeem dab tsi ntxiv
    • Kev ua ub no
  • 7 Lub neej yav tom ntej
    • 7.1 Nrhiav rau pem hauv ntej
    • 7.2 Cov Themes ntawm lub neej yav tom ntej
      • 7.2.1 Lub blending ntawm cov khoom noj khoom haus thiab kev tswj hwm
      • 7.2.2 Koom chaw cov ntaub ntawv sau
      • 7.2.3 Ethics nyob rau hauv kev tshawb fawb tsim
    • 7.3 Rov qab mus rau thaum pib
  • ACKNOWLEDGMENTS
  • References
Qhov no txhais tau tsim los ntawm ib tug computer. ×

Yuav nyeem dab tsi ntxiv

  • Ib qho quav number blot (seem 1.1)

Yog xav paub ntxiv txog qhov project ntawm Blumenstock thiab cov npoj yaig, saib tshooj 3 ntawm phau ntawv no.

  • Txais tos rau cov hnub nyoog digital (seem 1.2)

Gleick (2011) qhia txog keeb kwm kev hloov hauv tib neeg lub peev xwm los khaws, khaws, xa, thiab txheej txheem cov txheej txheem.

Rau kev qhia txog cov hnub nyoog nyoog uas tsom xyuas txog kev tsim txom, xws li kev ceev kev ntiag tug, saib Abelson, Ledeen, and Lewis (2008) thiab Mayer-Schönberger (2009) . Rau kev taw qhia rau cov hnub nyoog nyoog uas tsom ntsoov rau cov haujlwm, saib Mayer-Schönberger and Cukier (2013) .

Yog xav paub ntxiv txog cov lag luam sib xyaw ua ke mus rau kev ua ub ua no, saib Manzi (2012) , thiab ntxiv txog cov tuam txhab tshawb nrhiav txog kev coj cwj pwm hauv lub ntiaj teb, saib Levy and Baracas (2017) .

Cov hnub nyoog digital yuav ua tau ob qho cuab yeej thiab cov khoom ntawm kev kawm. Piv txwv, tej zaum koj yuav xav siv kev tshaj xov xwm los ntsuas pej xeem lub tswv yim los yog koj xav kom nkag siab txog kev cuam tshuam ntawm kev tshaj xov xwm rau pej xeem lub tswv yim. Nyob hauv ib rooj plaub, cov kab ke digital ua hauj lwm ua ib qho cuab yeej uas pab koj ntsuas kev ntsuas tshiab. Hauv lwm rooj plaub, cov txheej txheem digital yog qhov khoom ntawm kev kawm. Rau ntau qhov ntawm qhov sib txawv no, saib Sandvig and Hargittai (2015) .

  • Kev tshawb nrhiav tsim (ntu 1.3)

Yog xav paub ntxiv txog kev tshawb fawb hauv kev sib raug zoo, saib King, Keohane, and Verba (1994) , Singleton and Straits (2009) , thiab Khan and Fisher (2013) .

Donoho (2015) piav qhia txog keeb kwm kev tshawb txuj ci li cov kev kawm ntawm cov neeg kawm ntawv los ntawm cov ntaub ntawv, thiab nws muaj keeb kwm ntawm cov ntaub ntawv kev tshawb fawb, nrhiav lub tswv yim keeb kwm ntawm lub teb rau cov kws tshawb fawb xws li Tukey, Cleveland, Chambers, thiab Breiman.

Rau ntau tus neeg cov ntaub ntawv qhia txog kev tshawb fawb txog kev sib tw hauv cov hnub nyoog digital, saib Hargittai and Sandvig (2015) .

  • Cov ntsiab lus ntawm phau ntawv no (Seem 1.4)

Yog xav paub ntau ntxiv txog kev npaj cov ntaub ntawv thiab cov ntaub ntawv khaws cia, mus saib Groves (2011) .

Yog xav paub ntxiv txog kev tsis ua raws li "kev tsis pom kev," mus saib tshooj 6 ntawm phau ntawv no. Ib qho kev siv tib yam uas Blumenstock thiab cov npoj yaig siv los ua tib neeg cov cuab yeej cuab tam kuj siv tau los ua qhov tsis zoo ntawm tus kheej, xws li kev plees kev ywj pheej, haiv neeg, kev cai dab qhuas thiab kev cai lij choj, thiab siv cov tshuaj yeeb dej caw (Kosinski, Stillwell, and Graepel 2013) .

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