5.2.3 Opaniraa

Tätaitanga Tangata taea ki a koe i te mano kaiāwhina rangahau.

kaupapa tätaitanga Human ngā te mahi o maha-tohunga kore ki te whakaoti rapanga ngāwari-mahi-nui-tauine kore e e ngāwari faatiti'aifarohia e rorohiko. Ka whakamahi rātou i te afa-tono-ngā rautaki ki te wahi i te raruraru nui ki te rota o te moroiti-mahi ohie e taea te whakatika i te iwi, kahore pūkenga motuhake. whakamahi hoki whakatupuranga tuarua pūnaha tätaitanga tangata ako mīhini i roto i te tikanga ki te faananea i te kaha tangata.

I roto i te rangahau pāpori, he tino pea ki te whakamahi i roto i ngā āhuatanga i reira e hiahia ana ngā kairangahau ki te whakarōpū, waehere, ranei whakapakoko tapanga, ataata, ranei tuhinga kaupapa tätaitanga tangata. e kore e mutu enei whakarōpū; Ko ratou nga rauemi raw mō te rangahau. Hei tauira, i taea te whakamahi i te mano-waehere o manifestos tōrangapū ki te whakamātau i ariā e pā ana ki te akiaki o te aro ki hekenga.

Roto i te tikanga ki te hanga anō koutou pūmanawa, Ripanga 5.1 whakarato tauira atu o kua pehea te tangata tätaitanga kua whakamahia i roto i te rangahau pāpori. E whakaatu ana tēnei ripanga e, pērā tupuni Zoo, maha atu kaupapa tätaitanga tangata whakamahi hokohoko moroiti-mahi mahi (hei tauira, Amazon Mechanical Turk). ka hoki mai ahau ki tenei take o te whai wāhi hihiri, ina whakarato ahau tohutohu e pā ana ki te hanga i to koutou ake kaupapa papatipu mahi tahi.

Ripanga 5.1: tauira o ngā kaupapa tätaitanga tangata i roto i te rangahau pāpori.
whakarāpopototanga raraunga kaiuru Torokī
Tapa manifestos rōpū kuputuhi mākete mahi moroiti-mahi Benoit et al. (2015)
tango mōhiohio takahanga i tuhinga rongo i runga i te mahi whakahē Mahia i roto i 200 US pa kuputuhi mākete mahi moroiti-mahi Adams (2014)
whakarōpū o tuhinga nūpepa kuputuhi mākete mahi moroiti-mahi Budak, Goel, and Rao (2016)
te tango mōhiohio takahanga i rātaka o hoia i roto i te Ao Pakanga 1 kuputuhi tūao Grayson (2016)
kitea huringa i roto i te mahere whakapakoko mākete mahi moroiti-mahi Soeller et al. (2016)

I te pae hopea, te mau hi'oraa i roto i tenei wāhanga whakaatu e taea whai i te pānga democratizing i runga i te pūtaiao tätaitanga tangata. A haamana'o, e ko Schawinski me Lintott ngā raukura, ka tīmata ratou tupuni Zoo. I mua ki te ao mamati, ki te kaupapa whakarōpū te whakarōpū miriona tupuni e kua hiahiatia kia nui te wā me te moni e e kua anake kua reira mahi hoki pai-pūtea me ahorangi manawanui. E kore te pono. kaupapa tätaitanga Human ngā te mahi o maha-tohunga kore ki te whakaoti rapanga ngāwari-mahi-nui-tauine. Next, ka whakaatu ahau ki a koutou e hoki e taea te tono mahi tahi papatipu ki ngā raruraru e rapua e tohungatanga, tohungatanga e kore ai ara te kairangahau ia i.