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Bit By Bit
: Social Research in the Digital Age
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Hais txog qhov kev sau
Tsis pub twg paub & Tso Cai
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Yuav cov phau ntawv
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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
1.4.1 Readymades thiab Custommades
1.4.2 Simplicity tshaj complexity
1.4.3 Ethics qhov txhia chaw
1.5 Tus qauv npaj ntawm cov phau ntawv
2 Yuav kom peb coj tus cwj pwm
2.1 Taw qhia
2.2 loj cov ntaub ntawv
2.3 Common yam ntxwv ntawm loj cov ntaub ntawv
2.3.1 Cov yam ntxwv uas yog feem ntau zoo rau cov kev tshawb fawb
2.3.1.1 Loj
2.3.1.2 Yuav-on
2.3.1.3 Tsis-reactive
2.3.2 Cov yam ntxwv uas yog feem ntau tsis zoo rau kev tshawb fawb
2.3.2.1 tsis tiav
2.3.2.2 muab tsis cuag
2.3.2.3 Tsis-tus neeg sawv cev
2.3.2.4 daws
2.3.2.5 Algorithmically neeg nyias hais nyias
2.3.2.6 Dirty
2.3.2.7 Sensitive
2.4 Kev tshawb fawb tswv yim
2.4.1 Suav tej yam
2.4.1.1 Taxis nyob rau hauv New York City
2.4.1.2 Friendship tsim cov me nyuam kawm ntawv
2.4.1.3 Censorship ntawm kev tawm los ntawm lub tsoom fwv Suav
2.4.2 forecasting thiab nowcasting
2.4.3 approximating thwmsim
2.4.3.1 Ntuj thwmsim
2.4.3.2 Matching
2.5 Xaus
Kev appendix
ntxiv tswv yim
Kev ua ub no
3 Nug cov lus nug
3.1 Taw qhia
3.2 Nug vs. tsom kwm
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
3.4.1 ntau yam piv txwv: cov ntaub ntawv sau thiab cov ntaub ntawv tsom xam
3.4.2 Tsis-yuav qhov muaj tseeb kuaj: weighting
3.4.3 Tsis-yuav qhov muaj tseeb kuaj: qauv piv
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 kuaj uas txuas mus rau lwm cov ntaub ntawv
3.6.1 amplified nug
3.6.2 Txhawb thov
3.7 Xaus
Kev appendix
ntxiv tswv yim
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 Cia li ua koj tus kheej
4.5.1.1 Siv uas twb muaj lawm kev kawm
4.5.1.2 Ua koj tus kheej xyaum ua tej yam
4.5.1.3 Ua koj tus kheej cov khoom
4.5.2 khub nrog cov haib
4.6 tswv yim
4.6.1 Tsim zero nce mus nce los nqi ntaub ntawv
4.6.2 Hloov, cais puab, thiab Txo
4.7 Xaus
Kev appendix
ntxiv tswv yim
Kev ua ub no
5 pawg sib koom tes
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
ntxiv tswv yim
Kev ua ub no
6 Ethics
6.1 Taw qhia
6.2 Peb piv txwv
6.2.1 Kev Contagion
6.2.2 Saj, Ties, thiab lub 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
ntxiv tswv yim
Kev ua ub no
7 Lub neej yav tom ntej
7.1 Nrhiav foward
7.2 Ntxhais ntawm lub lub neej yav tom ntej
7.2.1 Cov blending ntawm Readymades thiab Custommades
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.
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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 Cia li ua koj tus kheej
4.5.1.1 Siv uas twb muaj lawm kev kawm
4.5.1.2 Ua koj tus kheej xyaum ua tej yam
4.5.1.3 Ua koj tus kheej cov khoom
4.5.2 khub nrog cov haib
4.6 tswv yim
4.6.1 Tsim zero nce mus nce los nqi ntaub ntawv
4.6.2 Hloov, cais puab, thiab Txo
4.7 Xaus
Kev appendix
ntxiv tswv yim
Kev ua ub no
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