Bit By Bit: Social Research in the Digital Age
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  • Isandulela
  • 1 Isingeniso
    • 1.1 An isisihla uyinki
    • 1.2 Welcome to the age digital
    • 1.3 Ucwaningo design
    • 1.4 Izihloko zale ncwadi
    • 1.5 Uhlaka lwalencwadi
    • Yini okufanele ufunde ngokulandelayo
  • 2 Ukuqaphela ukuziphatha
    • 2.1 Isingeniso
    • 2.2 idatha Big
    • 2.3 eziyishumi ezivamile zedatha enkulu
      • 2.3.1 Big
      • 2.3.2 njalo
      • 2.3.3 Okungasebenzi
      • 2.3.4 Akuphelelanga
      • 2.3.5 ayitholakali
      • 2.3.6 Ukungabonisi
      • 2.3.7 Ukushayela
      • 2.3.8 algorithm ididekile
      • 2.3.9 engcolile
      • 2.3.10
    • 2.4 Amasu Ucwaningo
      • 2.4.1 Counting izinto
      • 2.4.2 Ukubikezela kanye nowcasting
      • 2.4.3 nemaresiphi Approximating
    • 2.5 Isiphetho
    • Amanothi ezembalo
    • Yini okufanele ufunde ngokulandelayo
    • Imisebenzi
  • 3 imibuzo Ukubuza
    • 3.1 Isingeniso
    • 3.2 Ukubuza ngokuqaphela
    • 3.3 Inani uhlaka Iphutha inhlolovo
      • 3.3.1 Imibono
      • 3.3.2 Kukhuluma
      • 3.3.3 Cost
    • 3.4 Ubani ukubuza
    • 3.5 Izindlela ezintsha kokubuza imibuzo
      • 3.5.1 kwezivivinyo Ecological besikhashana
      • 3.5.2 Wiki survey
      • 3.5.3 gamification
    • 3.6 Imibuzo ehlobene nemithombo emikhulu yedatha
      • 3.6.1 Kuthuthukiswe ukubuza
      • 3.6.2 ukucela amplified
    • 3.7 Isiphetho
    • Amanothi ezembalo
    • Yini okufanele ufunde ngokulandelayo
    • Imisebenzi
  • 4 Running nemaresiphi
    • 4.1 Isingeniso
    • 4.2 Ziyini kwenziwa ucwaningo?
    • 4.3 amabili Ubukhulu ucwaningo: lab-field and analog-digital
    • 4.4 Moving ngaphesheya kwenziwa ucwaningo elula
      • 4.4.1 Ukusebenza
      • 4.4.2 Heterogeneity yemiphumela yokwelashwa
      • 4.4.3 Izindlela
    • 4.5 Ukwenza kwenzeke
      • 4.5.1 Sebenzisa izindawo ezikhona
      • 4.5.2 Yakha ukuhlolwa kwakho
      • 4.5.3 Yakha umkhiqizo wakho
      • 4.5.4 Uzakwethu nabanamandla
    • 4.6 Iseluleko
      • 4.6.1 Yakha zero nedatha yezindleko variable
      • 4.6.2 Yakha ukuziphatha emklamo wakho: esikhundleni, hlengisa, futhi unciphise
    • 4.7 Isiphetho
    • Amanothi ezembalo
    • Yini okufanele ufunde ngokulandelayo
    • Imisebenzi
  • 5 Ukudala ukubambisana okukhulu
    • 5.1 Isingeniso
    • 5.2 kathisha Human
      • 5.2.1 Galaxy Zoo
      • 5.2.2 Isixuku-esephepheni of manifestos ezombusazwe
      • 5.2.3 Isiphetho
    • 5.3 Vula izingcingo
      • 5.3.1 Netflix Prize
      • 5.3.2 Foldit
      • 5.3.3 peer-to-Patent
      • 5.3.4 Isiphetho
    • 5.4 Okusatshalalisiwe iqoqo idatha
      • 5.4.1 eBird
      • 5.4.2 PhotoCity
      • 5.4.3 Isiphetho
    • 5.5 Ukwakhela siqu sakho
      • 5.5.1 Zikhuthaze abahlanganyeli
      • 5.5.2 Thola heterogeneity
      • 5.5.3 ukunakwa Focus
      • 5.5.4 Nika amandla ukumangala
      • 5.5.5 Be zesimilo
      • 5.5.6 Final design iseluleko
    • 5.6 Isiphetho
    • Yini okufanele ufunde ngokulandelayo
    • Imisebenzi
  • 6 Ethics
    • 6.1 Isingeniso
    • 6.2 Izibonelo ezintathu
      • 6.2.1 Contagion Emotional
      • 6.2.2 Ukuthanda, izibopho, kanye nesikhathi
      • 6.2.3 Encore
    • 6.3 Digital uhlukile
    • 6.4 Four izimiso
      • 6.4.1 Ukuhlonipha Persons
      • 6.4.2 Beneficence
      • 6.4.3 Justice
      • 6.4.4 Inhlonipho Law and Public Interest
    • 6.5 Two izinhlaka eziphathelene nezimiso zokuziphatha
    • 6.6 Izindawo nobunzima
      • 6.6.1 kwemvume unolwazi
      • 6.6.2 Ukuqonda nokuphatha ubungozi lwati
      • 6.6.3 Inqubomgomo
      • 6.6.4 Ukwenza izinqumo ngaphakathi the bombo of ukungaqiniseki
    • 6.7 Amathiphu ezingokoqobo
      • 6.7.1 I IRB kuyinto floor, hhayi ophahleni
      • 6.7.2 Zibeke izicathulo wonke umuntu
      • 6.7.3 Cabanga kwesimilo nokucwaninga ngendlela eqhubekayo, hhayi leyehlukene
    • 6.8 Isiphetho
    • I-appendix ye Historical
    • Yini okufanele ufunde ngokulandelayo
    • Imisebenzi
  • 7 Ikusasa
    • 7.1 Ukubuka phambili
    • 7.2 Izihloko zekusasa
      • 7.2.1 Ukuhlanganiswa kwama-readymades nama-custommades
      • 7.2.2 Umbambiqhaza kwesakhe iqoqo idatha
      • 7.2.3 Ethics in design ucwaningo
    • 7.3 Emuva ekuqaleni
  • Ukuvuma
  • Okubhekwayo
Le nguqulo wadalwa computer. ×

Yini okufanele ufunde ngokulandelayo

  • I-encry blot (isigaba 1.1)

Ukuze uthole incazelo eningiliziwe yephrojekthi ye-Blumenstock nozakwabo, bheka isahluko 3 sale ncwadi.

  • Siyakwamukela ku-digital age (isigaba 1.2)

Gleick (2011) inikeza ukubuka konke okungokomlando kwezinguquko kumandla omuntu ukuqoqa, ukugcina, ukuthumela, nokucubungula ulwazi.

Ukuze uthole isingeniso kuminyaka yedijithali egxile ezingozini ezimbi, ezifana nokuphulwa kwangasese, bheka u- Abelson, Ledeen, and Lewis (2008) no- Mayer-Schönberger (2009) . Ukuze uthole isingeniso kuminyaka yedijithali egxile ematheni, bheka Mayer-Schönberger and Cukier (2013) .

Ukuze uthole okwengeziwe mayelana namafemu okuxuba ukuhlolwa ekusebenzeni komkhuba, bheka Manzi (2012) , futhi ngokuningi mayelana nokuziphatha kokulandela amafemu ezweni lomzimba, bheka Levy and Baracas (2017) .

Izinhlelo zonyaka yobudala zingaba zomculo kanye nezinto zokutadisha. Isibonelo, ungase ufune ukusebenzisa imithombo yezokuxhumana ukuze ulinganise umbono womphakathi noma ungase ufune ukuqonda umthelela wemidiya yomphakathi ekubonweni komphakathi. Ngesinye isikhathi, uhlelo lwe-digital lusebenza njengethuluzi elikusiza ukuba wenze isilinganiso esisha. Ngakolunye uhlangothi, uhlelo lwedijithali luyinto yokutadisha. Ukuze uthole okwengeziwe ngalolu hlu, bheka Sandvig and Hargittai (2015) .

  • Umklamo wokucwaninga (isigaba 1.3)

Ukuze uthole olunye ulwazi mayelana nokuklanywa kocwaningo emayelana nesayensi yezenhlalakahle, bheka King, Keohane, and Verba (1994) , Singleton and Straits (2009) , Khan and Fisher (2013) .

Donoho (2015) ichaza idatha yesayensi njengomsebenzi wabantu abafunda kusuka kudatha, futhi inikeza umlando wesayensi yedatha, ukulandela imvelaphi yobuhlakani yasensimini kubafundi abanjengoTukey, eCleveland, Chambers naseBreiman.

Ukuze uthole uchungechunge lwemibiko yokuqala yomuntu mayelana nokuqhuba ucwaningo lwezenhlalakahle eminyakeni yobudijithali, bheka i- Hargittai and Sandvig (2015) .

  • Izihloko zale ncwadi (isigaba 1.4)

Ukuze uthole okwengeziwe mayelana nokuxuba idatha ekulungele nokugcinwa kwesitoreji, bheka Groves (2011) .

Ukuze uthole okwengeziwe ngokuhluleka "kokungabonakali," bheka isahluko 6 sale ncwadi. Inqubo efanayo efanayo ethi Blumenstock kanye nozakwethu asetshenziselwa ukwehlisa ingcebo yabantu ingasetshenziselwa ukuveza izimfanelo zomuntu siqu ezinokuthi zizwele, okubandakanya ukuma ngokocansi, ubuzwe, imibono yenkolo nezombusazwe, nokusetshenziswa kwezidakamizwa (Kosinski, Stillwell, and Graepel 2013) .

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