Uyazibuza ukuba zisebenza njani iziphumo zokukhangela zakwa-Airbnb? Ufike kwindawo efanelekileyo. UAirbnb usebenzisa i-algorithm ukuze enze iziphumo zokukhangela ezibangela umdla kwiindwendwe. Indlela yokulandelelanisa izinto ezibonisa izigidi zezindlu kuAirbnb ukuze ufumane izindlu ezichanileyo xa kukhangelwa ngakunye. Iindwendwe zifaka izinto ezifunekayo xa kukhangelwa zize izinto ezilandelelanayo zibuyisela izindlu ezibonisa ezo zinto zifunekayo.
Le algorithm ijonga izinto ezininzi ukuze kugqitywe indlela yoku-oda iziphumo zokukhangela, kodwa ezinye izinto zichaphazela kakhulu kunezinye. Ngokukhethekileyo, umgangatho, ukuthandwa, ixabiso, kunye nendawo ekuyo indlu iyichaphazela kakhulu indlela indlu evela ngayo kwiziphumo zokukhangela. Le algorithm ikwakhuthaza iintlobo ngeentlobo kwiziphumo zokukhangela-ngoko iindwendwe ziboniswa izindlu ezinababuki zindwendwe abohlukeneyo, iimpawu ezahlukeneyo namaxabiso ahlukahlukeneyo.
Sinezihluzi zokukhangela ezahlukahlukeneyo nezinye iisetingi ezinokuzisebenzisa iindwendwe ukuze zitshintshe iziphumo zokukhangela. Ngokomzekelo, iindwendwe zinokuhluza amakhaya ngohlobo lwendawo, amaxabiso, izinto ezinokusetyenziswa, iindlela zokubhukisha nezinto ezinceda ilungele wonke umntu, ngoxa izinto ezinokonwatyelwa neenkonzo zinokuhluzwa ngohlobo. Senza neendwendwe zikwazi ukufumana iziphumo zokukhangela amakhaya kwimephu. Ukuze sincede iindwendwe ziqonde ukuhanjiswa kweendawo ezifikelela izinto ezifunekayo xa kukhangelwa, izindlu ezivela kwimephu zisenokwahluka kwezo zivela kuludwe. Iindwendwe zinokukhetha ukukhangela izindlu ezidityanisiweyo, njengezindlu ezikufutshane neendawo eziphawulekayo ezithandwayo, izinto ezinokonwatyelwa ezenzeka kungekudala neenkonzo ezithandwayo.
Iindwendwe zinokulungisa iziphumo zazo zokukhangela ngokufaka inkcazelo efana nendawo, iintsuku, nenani leendwendwe nezilwanyana zasekhaya. Iindwendwe zinokufumana iintlobo ezithile zezindlu zize zisebenzise izihluzi okanye imephu ukuze ziphucule iziphumo zazo zokukhangela. Ukuba azikho izindlu ezikumgangatho ophezulu ezaneleyo ezihambelana nezinto ezifunwa lundwendwe, sisenokubonisa ezinye izindlu esicinga ukuba zisenokutsala undwendwe, nokuba azizifikeleli zonke izinto ezifunekayo kundwendwe.
Sikwasebenzisa inkcazelo esinayo ngondwendwe ukuze senze amava alo alungele abantu abayisebenzisayo ngokusekelwe ekusebenzisaneni kwalo neWebhusayithi ka-Airbnb, njengokucebisa ngezindlu, iindawo zokuya okanye iindidi abanokuzithanda baze bagqibe baze babeke iziphumo zokukhangela. Ngokomzekelo, ukuba ukubhukisha okudlulileyo kondwendwe kunezinto ezithile ezifanayo, i-algorithm inokubeka izindlu ezinezo zinto zifanayo kwindawo ephezulu kolo ndwendwe. Ngokufanayo, ukuba undwendwe lubhukishe ikhaya, le algorithm isenokubeka izinto ezinokonwatyelwa neenkonzo eziphezulu ezifumanekayo kufutshane ngeentsuku zokubhukisha.
Ukuze uncede ababuki zindwendwe baqalise, le algorithm yenzelwe ukuqinisekisa ukuba izindlu ezintsha zivela kakuhle kwiziphumo zokukhangela. Izindlu ezintsha zidla ngokuvela kwiziphumo zokukhangela zingekapheli iiyure eziyi-24, kodwa kwezinye iimeko zisenokuthatha ixesha elide.
Qaphela: Ii-algorithms zethu ezikumgangatho ophezulu ziza kutshintsha ekuhambeni kwexesha ukuze zibonise utshintsho kwishishini neteknoloji yethu, kwintsapho yethu nasemhlabeni wonke. Funda ukuba zeziphi izinto ezichaphazela ukukhangela nendlela yokuphucula indawo yakho Kwiziko Lolwazi.