Ayyukan

• mataki na wahala: sauki , matsakaici , wuya , mai wuya
• yana buƙatar matsa ( )
• yana buƙatar coding ( )
• tattara bayanai ( )
• my favorites ( )

1. [ , , , ] Daya daga cikin abubuwan da suka fi dacewa daga Benoit da abokan aiki ' (2016) bincike game da hada-hadar siyasa na bayyanar siyasa shi ne cewa sakamakon zai sake haifuwa. Merz, Regel, and Lewandowski (2016) suna samun damar shiga Manifesto Corpus. Yi kokarin gwada siffa 2 daga Benoit et al. (2016) ta amfani da ma'aikata daga Amazon Mechanical Turk. Mene ne sakamakonku?

2. [ ] A cikin aikin InfluenzaNet wani sashin aikin sa kai na mutane ya ruwaito halin da ake ciki, adadi, da kuma yanayin kiwon lafiyar da ke da alaka da cututtuka (Tilston et al. 2010; Noort et al. 2015) kamar yadda (Tilston et al. 2010; Noort et al. 2015) .

   1. Yi kwatankwacin zane, farashin, da kuma yiwuwar kurakurai a cikin InfluenzaNet, Google Flu Trends, da kuma tsarin maganin tasirin gargajiya.
   2. Yi la'akari da lokacin da ba a damu da shi ba, irin su fashewa ta hanyar walwala. Bayyana kuskuren da za a yi a kowane tsarin.

3. [ , , ] Masanin Tattalin Arziki ne mujallar mujallu. Ƙirƙirar aikin ƙididdigar mutum don ganin idan rabo daga mata zuwa maza a kan murfin ya canza a tsawon lokaci.

   1. Mujallar tana da nau'o'i daban-daban a yankuna takwas (Afrika, Asia Pacific, Turai, Tarayyar Turai, Latin Amurka, Gabas ta Tsakiya, Arewacin Amirka, da Ingila) kuma ana iya sauke su daga shafin yanar gizon. Zaɓi ɗaya daga cikin waɗannan yankuna kuma ku yi bincike. Tabbatar da bayanin hanyoyinku tare da cikakkun bayanai dalla-dalla cewa wani zai iya yin rikici.

   Wannan tambaya ta samo asali ne daga irin wannan aikin na Justin Tenuto, masanin kimiyya a kamfanin Kamfanin CrowdFlower: duba "Time Magazine Really Likes Dudes" (http://www.crowdflower.com/blog/time-magazine-cover-data) .

4. [ , , ] Gina a kan tambaya ta baya, yanzu yin bincike don dukkanin yankuna takwas.

   1. Wane bambance-bambance da kuka samu a fadin yankuna?
   2. Yaya yawan karin lokaci da kuɗin da aka dauka don ƙaddamar da bincike ga dukkanin yankuna takwas?
   3. Ka yi tunanin cewa Tattalin Arziki yana da nau'i daban-daban 100 a kowace mako. Ƙayyade yawan karin lokacin da kuɗin da za a dauka don ƙaddamar da bincike ga 100 kaya a mako.

5. [ , ] Akwai shafukan yanar gizo masu yawa waɗanda suka dauki bakuncin ayyukan kira na budewa, kamar Kaggle. Ku shiga cikin ɗayan waɗannan ayyukan, kuma ku bayyana abin da kuka koya game da wannan aikin na musamman da kuma game da bude kira a gaba ɗaya.

6. [ ] Dubi cikin 'yan kwanan nan wani jarida a filinka. Shin akwai takardun da za a iya sake fasalin su a matsayin ayyukan kira na budewa? Me ya sa ko me yasa ba?

7. [ ] Purdam (2014) bayyana ragowar tattara bayanai game da rokon a London. Ƙayyade ƙarfi da rashin ƙarfi na wannan zane-zane.

8. [ ] Redundancy wata hanya ce mai mahimmanci don tantance yawan ingancin rarraba bayanai. Windt and Humphreys (2016) ci gaba da gwada tsarin da zasu tattara rahotanni game da rikice-rikice daga mutane a gabashin Congo. Karanta takarda.

   1. Ta yaya zane suke tabbatar da sakewa?
   2. Sun bayar da hanyoyi da yawa don tabbatar da bayanan da aka tattara daga aikin. Ka taƙaita su. Wanne ya fi tabbata a gare ku?
   3. Bayyana sabuwar hanyar da za'a iya inganta bayanai. Shawarwarin ya kamata kuyi ƙoƙarin ƙara ƙarfafawa cewa za ku sami bayanai a cikin hanyar da ta dace-da kuma tasiri.

9. [ ] Karim Lakhani da abokan aiki (2013) kirkiro kira mai kira don neman sabon algorithms don magance matsala a cikin ilimin lissafi. Sun karbi fiye da 600 bayanai da suka ƙunshi 89 littafin lissafi hanyoyin. Daga cikin takardun, 30 ya wuce aikin Cibiyar Kula da Lafiya na MegaBLAST na Amurka, kuma mafi kyawun biyayya ya sami cikakkiyar daidaito da sauri (sau 1,000).

   1. Karanta takardun su, sa'an nan kuma su ba da shawara ga matsalar bincike na zamantakewar da za ta iya amfani da irin wannan hamayya. Musamman ma, irin wannan hamayya ta mayar da hankali ga gaggawa da inganta ingantaccen aikin algorithm. Idan ba za ku iya tunanin matsalar kamar haka ba a filinku, gwada kokarin bayyana dalilin da yasa ba.

10. [ , ] Ayyukan lissafi na mutane da yawa sun dogara ga mahalarta daga kamfanin Amazon Mechanical Turk. Shiga don zama ma'aikacin a kan Amazon Mechanical Turk. Ku ciyar da awa daya aiki a can. Yaya wannan tasiri ya tasiri tunaninka game da zane, inganci, da kuma ka'idoji na ayyukan lissafin bil'adama?