AI a cikin Gidan Abinci da Shawarwar Menu
AI tana ba da shawarar inda za ku ci da abin da za ku yi oda ta hanyar koyon abubuwan da kuke so da daidaita su zuwa jita-jita, bita, da buƙatun abinci.
Dubawa
It matters because it turns the overwhelming choice of millions of restaurants and menu items into a short, personalized shortlist.
Zurfafa nutsewa
Tsarin gidan abinci da tsarin shawarwarin menu suna haɗa dabarun AI da yawa. Tace haɗin gwiwa yana samun mutane masu irin wannan dandano kuma suna ba da shawarar abin da suke so. Samfuran tushen abun ciki suna karanta bayanin menu, alamun abinci, farashi, da wuri don dacewa da abubuwan da kuka bayyana. sarrafa harshe na dabi'a yana hako miliyoyin bita don taƙaita jin daɗi ('babban ramen, jinkirin sabis') da fitar da sigina na matakin tasa. Ayyuka kamar Yelp, Google Taswirori, DoorDash, da Uber Eats zaɓuɓɓukan matsayi ta amfani da tarihin oda, lokacin rana, nisa, har ma da yanayi. Sabbin tsarin suna amfani da hangen nesa na kwamfuta don karanta hotunan menu da samar da kwatance, da manyan nau'ikan yare don ƙarfafa odar tattaunawa ('wani abu mai yaji da mai cin ganyayyaki ƙasa da $15'). Manufar ita ce rage yanke shawara yayin da ake girmama rashin lafiyar jiki da kasafin kuɗi.
Fahimtar Fasaha
Yawancin tsarin sun haɗa matakin dawo da matakin matsayi. Maidowa yana taƙaita miliyoyin abubuwa zuwa ƴan ɗaruruwan ƴan takara ta yin amfani da abubuwan sakawa - ƙididdiga masu ƙima inda nau'ikan jita-jita ke zama kusa da juna. Samfurin martaba sannan ya ba wa waɗannan ƴan takarar ƙima tare da fasali kamar ƙimar da aka annabta, lokacin bayarwa, shahara, da tarihin sirri, sau da yawa ta hanyar haɓakar bishiyoyi ko hanyoyin sadarwa na jijiyoyi. Abubuwan haɗawa suna barin tambaya kamar 'abinci ta'aziyya' ta dace da 'mac da cuku' ko da ba tare da ainihin kalmar ta zoba.
Dabarun Tasiri
Gina zaɓuɓɓuka
Tsarin matakin aikace-aikacen yana ƙayyade ko AI yana inganta sakamako na gaske.
Ƙungiya da aikin aiki
Kyakkyawan haɗin gwiwar aiki yana haifar da ribar yawan aiki masu amfani za su iya amincewa.
Haɗari da aminci
Abubuwan da aka yi amfani da su da kyau suna rage gajiyar canji da haɗarin aiwatarwa.
Makomar AI a cikin Gidan Abinci da Shawarar Menu
Yi tsammanin ƙarin oda na tattaunawa da multimodal, inda zaku bayyana sha'awar ko ɗaukar hoto kuma mataimaki ya gina abinci. Masu ba da shawara za su ninka cikin sigina na ainihi kamar lokutan jira na dafa abinci, burin abinci mai gina jiki, da bayanan mai kula da lafiya. Menu mai ƙarfi na iya daidaita shawarwari ta ƙira don yanke sharar abinci. Keɓance keɓancewar na'urar-keɓance keɓancewar na'urar da ƙarin fayyace 'me yasa aka ba da shawarar hakan' bayanin mai yiwuwa ne yayin da masu gudanarwa ke bincika martaba da ɗaukar nauyin sanyawa a cikin aikace-aikacen abinci.
Aiwatar da Gaskiyar Duniya
Uber Eats da DoorDash suna sake yin odar gidajen cin abinci na allo ta umarnin ku na baya, lokacin rana, da nisan isarwa.
Yelp da Google Taswirori suna taƙaita dubunnan bita zuwa manyan abubuwa kamar 'sanannen tacos' ko 'mai kyau ga ƙungiyoyi.'
Tacewar abinci wanda ke ɓoye jita-jita da ke ɗauke da gyada ko alkama da shimfida madadin vegan akan menu.
Abokin hira yana ɗaukar 'Ina son wani abu mai haske da Koriya ta ƙasa da $20 kusa' da dawo da takamaiman jita-jita guda uku tare da farashi.
Hatsari & Tsare-tsare
Yin aiki da ɓaryayyen tsari na iya haɓaka matsalolin da ke akwai.
Ƙungiyoyi na iya wuce gona da iri kuma su cire hukuncin ɗan adam da ake buƙata.
Ingancin na iya motsawa idan ba a ci gaba da kimanta abubuwan da aka fitar ba.
Taswirar Hanya
Taswirar tsarin aiki na yanzu kuma gano matakin mafi girman juzu'i.
Ƙayyade wuraren bincike na ɗan adam kafin cikakken aiki da kai.
Horar da masu amfani akan faɗakarwa, hanyoyin haɓakawa, da ƙa'idodi masu inganci.
Bibiyar sakamakon matakin ɗawainiya don tabbatar da ƙima mai dorewa.
Ci gaba da Bincike
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Jagora na gaba
AI a cikin Tsarin Shawarwari
Tambayoyin da ake yawan yi
What is AI in Restaurant and Menu Recommendation?
AI tana ba da shawarar inda za ku ci da abin da za ku yi oda ta hanyar koyon abubuwan da kuke so da daidaita su zuwa jita-jita, bita, da buƙatun abinci. Yana da mahimmanci saboda yana mai da babban zaɓi na miliyoyin gidajen cin abinci da abubuwan menu zuwa gajere, keɓaɓɓen jerin zaɓi.
Menene tacewar haɗin gwiwa da farko ya dogara don ba da shawarwari?
Tace haɗin gwiwa yana ba da shawarar abubuwa ta hanyar nemo masu amfani waɗanda zaɓinsu na baya yayi kama da naku da ba da shawarar abin da suke so.
Me yasa samfuran NLP masu bitar ma'adinai ke da amfani a aikace-aikacen abinci?
NLP tana karanta manyan juzu'i na bita-da-kulli na kyauta don taƙaita ra'ayoyi da fitar da takamaiman ƙarfi da rauni na tasa.
A cikin mai ba da shawara mai matakai biyu, menene aikin matakin sakewa?
Dawowa da sauri yana rage ƙaton katalogi ga ƴan takara ɗari, wanda ƙirar ƙira sannan ta cika daki-daki.
Menene ake amfani da su a cikin shawarwarin menu?
Abubuwan haɗawa suna juya jita-jita da tambayoyi zuwa nau'ikan nau'ikan nau'ikan nau'ikan nau'ikan nau'ikan nau'ikan nau'ikan nau'ikan nau'ikan nau'ikan nau'ikan nau'ikan nau'ikan nau'ikan nau'ikan nau'ikan nau'ikan suna barin tsarin ya dace da abubuwa masu kama da juna ko da ba tare da kalmomi iri ɗaya ba.
Wanne shigarwar mai ba da shawara zai yi amfani da ita don keɓance allon gidanku?
Tarihin oda, lokacin rana, da nisa siginoni ne na keɓancewa gama gari; haske da sharuddan haya ba su da mahimmanci.