hana

Key:

• degere o ka pilikia; oluolu , meakino , ikaika , Nui
• pono makemakika ( )
• pono coding ( )
• ikepili haul ( )

1. [ , , ] Kekahi o ka mea hoʻopīhoihoi, kuleana mai Benoit et al. (2015) ma ka ahakanaka-coding o pili manifestos oia i na hualoaʻa ua reproducible. Merz, Regel, and Lewandowski (2016) eaaaony komo i ka Manifesto kino. E ho'āʻo e paʻi lāʻau 2 mai Benoit et al. (2015) hoʻohana 'ana i ka poe e hana mai Amazon Mechanical Tureke. Pehea i 'ano like me ko oukou poe hualoaʻa?

2. [ ] Ma ka InfluenzaNet papahana hana manawaleʻa panel o na kanaka hoike i ka incidence, prevalence, a ola kino e imi ana hana pili i ka influenza-me-maʻi (Ili) (Tilston et al. 2010; Noort et al. 2015) .

   1. Hoohalike ae Akä naÿe i ka manao, koina, a me ka ao ao hewa ma InfluenzaNet, Google Flu mea kū i, a me nā loina influenza ka hoʻokoloʻana nenoai.
   2. E hoomanao i ka unsettled manawa, e like me ka puaa flu outbreak. E wehewehe i ka hiki hewa iloko o kela a me keia nenoaiu.

3. [ , , ] The Economist He pule kūkala nūhou puke. Ho okumu i kekahi kanaka hou papahana e ike ina ka lākiō o na wahine i na kanaka maluna o ka uhi i māhuahua ma luna o ka manawa.

   1. Ka Magazine ke loaa okoa poi i kaʻewaluʻokoʻa wahi (Aferika, Asia Pacific,ʻEulopa, Europa Union, he Roma Amerika, Middle Hikina, North America, a United Kingdom,) a me lakou e hiki ai na mea a pau ia ua palapala nei mai ka punaewele mai o ka Economist . E koho i kekahi o keia mau aina, ae hana i ka Ka Ikepili. Pono e hōʻike i kou kaʻina hana me ka lawa au mamuli e hiki ia lakou ke ke replicated ma ka mea e ae.

   Keia ninau, ua hooeueuia lakou e ka like papahana ma Justin Tenuto, he 'ikepili nä känaka' epekema ma ka crowdsourcing poe CrowdFlower , ike "Keiki O Ka Magazine maoli Likes Na Makuahine" .

4. [ , , ] Kukulu ma ka ninau maluna, e hana i ka Ka Ikepili no na mea a pau, ewalu wahi.

   1. He aha oko ao la oe i loaa ma wahi?
   2. Pehea ka nui o keu manawa, a me ke kala hoi ia i ai i ka pālākiō-i ko oukou Ka Ikepili i na mea a pau ewalu o na aina?
   3. Manao wale i ka Economist i 100ʻokoʻa nā poʻi kela a me keia pule. Manaʻo i ka nui o keu manawa, a me ke kala makemake ia e lawe i ka pālākiō-i ko oukou Ka Ikepili i 100 poi no ka pule.

5. [ , ] [Kaggle] (https://www.kaggle.com/) he punaewele i na kaua e wehe ae kahea pāhana. Komo 'ana i kekahi o ia mau papahana.

6. [ ] E nana ma ka hala koke pukana o ka puke pai i loko o koʻoukou mau kula. He malaila kekahi pepa i hiki i reformulated e like me hamama kahea hana? No ke aha la paha ke aha ole?

7. [ ] Purdam (2014) i ho'ākāka 'ia i ka haawi aeaiiuo ohi ana noi ma Lākana. Hōʻuluʻulu i ka ikaika a me ka nawaliwali a pau o kēia noiʻi manao.

8. [ ] Redundancy mea, he e Loiloi i ka mea e like ai o māhele aeaiiuo ohi nui ala. Windt and Humphreys (2016) kūkulu, ae ho'āʻo i kekahi ano hana e ohi i hōʻike o ke kue hanana mai nā kānaka i loko o Hawaiian Congo. E heluhelu i ka pepa.

   1. Pehea ko lakou manao hōʻoia redundancy?
   2. Lakou e kaumaha aku na hoʻokokoke mai e hōʻoiaʻia i nā ikepili i ohi ia mai ko lakou papahana. Hōʻuluʻulu iā lākou. Ka mea, ua hoomaopopo loa ia ia oe?
   3. Hāpai i ka hou ala i nā ikepili i hiki ke hōʻoiaʻia. Manaʻo kōkua e hoao aku, e hoomahuahua i ka hilinai a oukou e loaa i loko o ka 'ike i loko o ke ala i ka waiwai e lilo aku, a me ka pono ethical.

9. [ ] Karim Lakhani, a me nā hoapili (2013) hana mai i hamama kāhea e solicit hou algorithms e hoʻoponopono i ka pilikia ma computational biology. Lakou i loaa oi aku mamua o 600 hoolohe i loaʻa 89 puke computational hoʻokokoke mai. O ka poe hoolohe, o lakou loaa 30 ka poe mamua o ka hana ana o ka US National Institutes Ola ka MegaBLAST, a me ka maikaʻi loa hoolohe loaʻa ai ka poe nui a me ka pololei māmā (1,000 manawa wikiwiki).

   1. Heluhelu mai o ko lakou mau pepa, a laila, hāpai 'ia nei ka nohona noiʻi pilikia e hiki ke hoʻohana i ka hookahi ano o ka hamama hoʻokūkū. I like, i keia ano o ka hamama hoopapa, ua hoʻomōhala i piʻi aʻe, a me ka hoʻomaikaʻi i ka hana ana o kekahi algorithm. Ina oe e hiki ole manaʻo i ka pilikia e like me keia iloko o ko oukou mahinaai, ho'āʻo e wehewehe ke aha ole.

10. [ Ua nui na kanaka hou a hana hilinai aku maluna o komo mai Amazon Mechanical Tureke. Inoa-ae la e lilo i mea hana ma Amazon Mechanical Tureke. Pana aku au i hookahi hora hana ma laila. Pehea hana i kēia hopena koʻoukou mau manaʻo e pili ana i ka manao, quality, a me na ethics o kanaka compuation pōʻaiapuni?