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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.
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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
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