Bit By Bit: Social Research in the Digital Age
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  • intshayelelo
  • 1 Intshayelelo
    • 1.1 An inki kulicima
    • 1.2 Wamkelekile ubudala yedijithali
    • 1.3 kuyilo Research
    • 1.4 Izihloko yale ncwadi
    • 1.5 Inkcazo yale ncwadi
    • Yintoni oza kufunda ngokulandelayo
  • 2 Ukuqwalasela ukuziphatha
    • 2.1 Intshayelelo
    • 2.2 data Big
    • 2.3 abalishumi iimpawu ezifana ngazo data big
      • 2.3.1
      • 2.3.2 rhoqo
      • 2.3.3
      • 2.3.4 engapheliyo
      • 2.3.5 ayifumaneki
      • 2.3.6 Ukungabonakali
      • 2.3.7 Ukuhamba
      • 2.3.8 Algorithm ididekile
      • 2.3.9
      • 2.3.10
    • 2.4 izicwangciso zophando
      • 2.4.1 izinto Ukubala
      • 2.4.2 Forecasting kunye nowcasting
      • 2.4.3 imifuniselo Approximating
    • 2.5 Isiphelo
    • Amanqaku eMathematika
    • Yintoni oza kufunda ngokulandelayo
    • imisebenzi
  • 3 Ukubuza imibuzo
    • 3.1 Intshayelelo
    • 3.2 Ukubuza malunga nokuqwalasela
    • 3.3 Isikhokelo imposiso Uphando iyonke
      • 3.3.1 Ukumelwa
      • 3.3.2 Umlinganiselo
      • 3.3.3 Ixabiso
    • 3.4 Ngubani ukubuza
    • 3.5 iindlela ezintsha zokubuza imibuzo
      • 3.5.1 Iimvavanyo Ikholoji kokomzuzwana
      • 3.5.2 Uphando Wiki
      • 3.5.3 Gamification
    • 3.6 Uphando olunxulumene nemithombo yolwazi emikhulu
      • 3.6.1 Ukuphucula ukucela
      • 3.6.2 ngokucacileyo
    • 3.7 Isiphelo
    • Amanqaku eMathematika
    • Yintoni oza kufunda ngokulandelayo
    • imisebenzi
  • 4 imifuniselo Running
    • 4.1 Intshayelelo
    • 4.2 Yintoni imifuniselo?
    • 4.3 ababini dimensions eCebisayo: lab-intsimi analog-digital
    • 4.4 Ukuqhubeka ngaphaya imifuniselo elula
      • 4.4.1 Ukuba semthethweni
      • 4.4.2 ukungafani iziphumo zonyango
      • 4.4.3 Iindlela
    • 4.5 Ukwenza oku kwenzeka
      • 4.5.1 Sebenzisa iimeko ezikhoyo
      • 4.5.2 Yakha uvavanyo lwakho
      • 4.5.3 Yakha yakho imveliso
      • 4.5.4 Umlingani kunye nabanamandla
    • 4.6 Advice
      • 4.6.1 Yenza data zero iindleko eziguquguqukayo
      • 4.6.2 Ukwakha imigaqo kwi-design yakho: ubeke endaweni, uhlambulule, kwaye unciphise
    • 4.7 Isiphelo
    • Amanqaku eMathematika
    • Yintoni oza kufunda ngokulandelayo
    • imisebenzi
  • 5 Ukudala intsebenziswano yobuninzi
    • 5.1 Intshayelelo
    • 5.2 ebalayo Human
      • 5.2.1 Galaxy Zoo
      • 5.2.2 Isihlwele-ngokweekhowudi nkqubo ezopolitiko
      • 5.2.3 Isiphelo
    • 5.3 iminxeba Open
      • 5.3.1 Netflix Prize
      • 5.3.2 Foldit
      • 5.3.3 Peer-to-Patent
      • 5.3.4 Isiphelo
    • 5.4 ukuqokelelwa kwedatha oluHanjiswa
      • 5.4.1 eBird
      • 5.4.2 PhotoCity
      • 5.4.3 Isiphelo
    • 5.5 uziyilela ngokwakho
      • 5.5.1 nxaxheba Ukuphembelela
      • 5.5.2 mpe ukungafani
      • 5.5.3 ingqalelo Focus
      • 5.5.4 Yenza ndothuka
      • 5.5.5 Yiba ngokweenqobo ezisesikweni
      • 5.5.6 iingcebiso kuyilo lokugqibela
    • 5.6 Isiphelo
    • Yintoni oza kufunda ngokulandelayo
    • imisebenzi
  • 6 Unxulumano
    • 6.1 Intshayelelo
    • 6.2 ezintathu imizekelo
      • 6.2.1 njengesifo Emotional
      • 6.2.2 Ukunqwenela, iMida, kunye nexesha
      • 6.2.3 elithile
    • 6.3 Digital yahlukile
    • 6.4 ezine siseko
      • 6.4.1 Ukuhlonelwa Abantu
      • 6.4.2 Beneficence
      • 6.4.3 Justice
      • 6.4.4 Intlonelo Law and Public Inzala
    • 6.5 ezimbini izikhokelo zeenqobo
    • 6.6 Iindawo ubunzima
      • 6.6.1 imvume esekelwe elwazini
      • 6.6.2 Ukuqonda nokulawula umngcipheko zolwazi
      • 6.6.3 Ukuba bucala
      • 6.6.4 Izigqibo Making ebusweni ukungaqiniseki
    • 6.7 tips Practical
      • 6.7.1 I-IRB yi umgangatho, kungekhona isilingi
      • 6.7.2 Zibeke ibindim wonke umntu
      • 6.7.3 Cinga zokuphatha uphando njengoko oluqhubekayo, kungekhona gcisa
    • 6.8 Isiphelo
    • nesihlomelo historical
    • Yintoni oza kufunda ngokulandelayo
    • imisebenzi
  • 7 Ikamva
    • 7.1 Ukujonga phambili
    • 7.2 Izihloko zekamva
      • 7.2.1 Ukudibanisa ama-readymades kunye neenkomfa
      • 7.2.2 ukuqokelelwa kwedatha nxaxheba-lugxile
      • 7.2.3 Ethics kuyilo kuphando
    • 7.3 Emva kwi ekuqaleni
  • Imibulelo
  • Ucaphulo
Le nguqulelo senziwe kwikhompyutha. ×

Yintoni oza kufunda ngokulandelayo

  • I-ink blot (icandelo 1.1)

Ukufumana inkcazo ecacileyo yeprojekthi yeBlumenstock kunye noogxa nabo, funda isahluko 3 sale ncwadi.

  • Siyakwamkela kwi-digital age (icandelo 1.2)

Gleick (2011) inikeza umxholo wembali lweenguqu ekuphatheni komntu ukuqokelela, ukugcina, ukuthumela, nokucwangcisa ulwazi.

Ukwenza isingeniso kwixesha ledijithali elijolise kwiimpazamo ezinokubakho, ezifana nokuphulwa kwangasese, bona Abelson, Ledeen, and Lewis (2008) kunye Mayer-Schönberger (2009) . Ukwenza isingeniso kwixesha ledijithali elijolise kumathuba, khangela Mayer-Schönberger and Cukier (2013) .

Ngezinye iinkcukacha malunga namafemu adibanisa ukuhlolwa kwisenzo esiqhelekileyo, bona Manzi (2012) , kunye nokunye malunga neendlela zokulandelela iinkqubo kwihlabathi elingokoqobo, khangela Levy and Baracas (2017) .

Iinkqubo zeminyaka yobudala beDijama ziba zixhobo zombini kunye nezinto zokufunda. Umzekelo, unokufuna ukusebenzisa i-media media ukuze ulinganise imbono yoluntu okanye unokufuna ukuqonda impembelelo yeendaba zoluntu kwimbono yoluntu. Kwimeko enye, idijithali isebenza njengesixhobo esinceda wenze umlinganiselo omtsha. Kwesinye imeko, i-digital system yinto yokufunda. Ngolunye ulwahlulo olu phawu, bona Sandvig and Hargittai (2015) .

  • Uyilo lophando (icandelo 1.3)

Ngolunye ulwazi malunga nokucwangciswa kophando kwizenzululwazi zentlalo, bona King, Keohane, and Verba (1994) , Singleton and Straits (2009) kunye Khan and Fisher (2013) .

Donoho (2015) ichaza isayensi yolwazi njengemisebenzi yabantu abayifunayo kwi-data, kwaye inika imbali yesayensi yolwazi, ilandele imvelaphi yengqondo kwintsimi kubafundi abafana noTukey, iCleveland, iChambers kunye neBraiman.

Kuluhlu lweengxelo zomntu wokuqala malunga nokuqhuba uphando loluntu kwixesha ledijithali, bona Hargittai and Sandvig (2015) .

  • Izihloko zale ncwadi (icandelo 1.4)

Ukufumana okunye malunga nokuxuba idatha ekulungele ukulungiswa, khangela Groves (2011) .

Ukufumana okungakumbi malunga nokungaphumeleli "kweengxelo," funda isahluko 6 sale ncwadi. Inkqubo efanayo efana ne-Blumenstock kunye nabalingane abasetyenziselwa ukunyusa ubutyebi bentuntu nayo ingasetyenziselwa ukuphazamisa iimpawu zobuqu, ezibandakanya ukuxhatshazwa ngokwesondo, ubuhlanga, inkolo kunye nezopolitiko kunye nokusetyenziswa kwezidakamizwa (Kosinski, Stillwell, and Graepel 2013) .

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