Riba:
- Ikon fahimtar ra'ayoyin kimantawa na azanci (dandano, wari, rubutu, bayyanar) da panel dandano da amfani da hankali na wucin gadi don tsarin gwaji da daftarin bincike.
- Ability don taƙaita sakamakon gwajin ɗanɗano da kuma juya su cikin yanke shawara don inganta girke-girke tare da tallafin fasaha na wucin gadi
- Fahimtar cewa basirar wucin gadi ba za ta iya dandana ɗanɗano ba, amincewar azanci na ƙarshe koyaushe yana kan rukunin ɗan adam da ƙoƙon mai dafa abinci
Mun zo ga watakila mafi muhimmanci darasi na wannan module. Domin duk lissafin, tsare-tsare, abubuwan gani da rubutu na ɗakin dafa abinci suna aiki kawai abu ɗaya: dandano akan farantin. Kuma dandano yana rayuwa a wurin da ba za a iya kaiwa ga hankali ba - a kan ɓacin ran mutum, a kan hanci, a kan harshe. A cikin wannan naúrar za mu rufe kima na azanci (kimiyya da tsarin kima na dandano, wari, rubutu, bayyanar, sauti) da kuma dandano panel; Za mu yi amfani da AI don gwajin fom da bincike na sakamako. Amma mun rubuta mafi bayyanan jumla a nan: Hankali na wucin gadi ba zai iya ɗanɗana, wari ko tauna ba. Amincewa da azanci na ƙarshe koyaushe yana ta'allaka ne da kwamitin ɗanɗanon ɗan adam da ƙoƙon mai dafa abinci. Wannan mataki ne na ɗan adam wanda ba za a iya tsallake shi a kowane hali ba.
Menene ma'aunin kimantawa?
Duk gabobi biyar suna aiki lokacin fuskantar faranti. Bayyanar (launi, haske, gabatarwa), wari / ƙanshi (abin da ke zuwa hanci), dandano (mai dadi, m, m, m, umami - dandano na biyar na asali, cikakken dandano na broth da namomin kaza), rubutu / bakin ciki (kitse, creaminess, ƙarfi), har ma da sauti (sautin ɓawon burodi). Ƙimar azanci yana ƙoƙarin cire waɗannan daga abubuwan da suka dace kuma a auna su a tsari: ƙira, kwatanta, kwatanta.
Akwai nau'ikan kimantawa iri biyu. Nazari (manufa): kwamitin da aka horar yana auna wasu halaye (matakin salinity, crunchiness). Hankali/hedonic (masu magana): talakawan masu amfani suna ƙima (nawa nake son shi). Gidan cin abinci yana amfani da duka biyu: ƙungiyar dafa abinci tana kimanta fasaha, baƙi sun ƙayyade dandano. AI ba zai iya fuskantar ba; amma yana taimakawa wajen tsarawa da taƙaita ƙimar mutane da sharhi.
Matsayin AI: tsari da bincike, ba dandano ba
AI yana aiki ta hanyoyi biyu a gwajin dandano. Na farko shi ne gwajin ƙira: shirya wani rating form ga dandano panel - abin da halaye zuwa score (gishiri, texture, ƙanshi, overall liking), abin da sikelin (1-5, 1-9), abin da tambayoyi. Kyakkyawan tsari yana sa gwajin yayi aiki. Na biyu, nazarin sakamako: taƙaita ƙididdigewa da sharhin da masu gabatar da kara suka cika - matsakaicin maki, mafi yawan maganganu ("masu gishiri" 4), alamomi don ingantawa.
Amma a kula: taƙaitawar AI ta tsara bayanan da mutane suka bayar; Ba ya kara wa kansa hukunci. AI ba zai iya amsa tambayar "Shin wannan girke-girke yana da dadi?" kawai yana sanya bayanan ɗan adam a bayyane, kamar "6 daga cikin 8 panelists sami gishiri da yawa." Hukuncin har yanzu yana kan mutum.
Tukwici: Lokacin samun fom ɗin gwajin ɗanɗano wanda AI ta shirya, ƙididdige fasali nawa, wanne ma'auni da yanki na sharhi kyauta kuke so. Ƙananan adadin fayyace fasali (4-6) da maƙiyan "gabaɗaya so" sun wadatar kuma sun dace don yawancin gwaje-gwajen dafa abinci.
Gwajin makafi da son zuciya
Sirrin ingantaccen gwajin ɗanɗano shine gwajin makaho: mai gabatar da shirin bai san wane nau'in da yake ɗanɗana ba. Daga ina? Domin bayanai kamar "sabon girke-girke na wannan mai dafa abinci" ko "wannan sinadari mai tsada" yana gurbata dandano. Sanya taliya tare da miya biyu a matsayin A da B da ɗanɗana su ba tare da faɗin wanene sabo yana bayyana ainihin abin da ake so ba. AI yana taimakawa tsara ƙa'idar gwajin makafi (yadda ake yin lamba, mutane nawa, wane tsari); Amma dan Adam ne ke tsara jarabawa, ya shirya abinci da dandano.
Hankali: Kada ku tambayi AI "wane girke-girke ya fi dadi" kuma ku yanke shawara daidai. AI bai san dandano ba; Yana ba da amsa mai kama da ma'ana, amma zato ne, ba ɗanɗano ba. Dole ne mutanen gaske su ɗanɗana faranti na gaske don yin hukunci game da dandano.
uku mini lokuta
Case 1 - Gwajin da aka tsara ta Form. Wani mai dafa abinci yana haɓaka sabon miya, amma ra'ayoyin ƙungiyar ya warwatse ("mai kyau," "ba," "bai sani ba"). Ya tambayi AI don tsarin dandano mai tsari: 1-5 ma'auni + fassarar kyauta don gishiri, acid, rubutu, ƙanshi da kuma son gaba ɗaya. Tawagar mutane 8 ta cika fom; Sakamakon YZ ya taƙaita: ƙarancin acid, daidaitawar gishiri. Mai dafa abinci ya kara lemo, kuma godiya ta karu a zagaye na biyu. AI ya ba da tsari da taƙaitawa; yanke shawara.
Case 2 - Abin mamaki gwajin makafi. Wani gidan cin abinci yana tunanin canza wani sashi don madadin mai rahusa don farashi. Maimakon ɗaukan "bambancin ba shi yiwuwa," sun yi gwajin makafi: nau'i biyu na A/B code, 12 panelists sun ɗanɗana su. Sakamakon ya taƙaita ta AI; Yawancin masu fafutuka sun bambanta sigar mai rahusa daga rubutun sa kuma sun fi son sa. An yi watsi da canjin. Gwajin makafi da ƙorafin ɗan adam sun yi watsi da shawarar farashi.
Case 3 - Kuskuren neman AI don dandano. Wani manaja ya tambayi AI, "Shin wannan girkin zai yi daɗi?" ba tare da an yi sabon kayan zaki ba, kuma ya amsa da "eh, zai yi kyau" ya sanya shi a menu. Ba a son kayan zaki a cikin sabis ɗin; Nau'in ya yi nauyi. Darasi: AI ba zai iya dandana ba. An fara yin samfurin na gaba a cikin ɗakin dafa abinci, an gabatar da shi ga panel na dandano, an inganta shi don zagaye biyu, sa'an nan kuma shiga cikin menu. Amincewa ta ƙarshe ta wuce ta baki.
Samfura huɗu masu kwafi
1) Form gwajin ɗanɗano:
Matsayinku: Mataimakin gwaji na azanci. Shirya fam ɗin kimantawa don kwamitin dandano. Samfura: [tasa/sauce]. Halaye don kimantawa: gishiri, acidity / tsami, rubutu, ƙanshi, dandano gaba ɗaya. Ma'auni 1-5 don kowane da ɗan gajeren yanki na sharhi kyauta. Samun fom mai cike da sauri wanda baya buƙatar ID ɗin ɗan majalisa.
2) Ka'idar gwajin makafi:
Zayyana ka'idar gwajin ɗanɗano makafi wanda zan kwatanta nau'ikan girke-girke guda biyu (A da B): nawa panelists, yadda aka tsara jita-jita, a cikin wane tsari ake ba su, abin da ake yi don rage son zuciya, menene bayanan da aka tattara. Zan yi gwajin tare da faranti na gaske.
3) Takaitacciyar sakamakon panel:
A ƙasa akwai bayanan sigar ɗanɗano waɗanda masu gabatar da shirin suka cika (mai gabatarwa ɗaya, ƙimar sifa, da sharhi a jere). Cire matsakaita maki, taƙaita mafi ƙarancin ƙima da sharhi mafi yawan lokuta. Wannan TAKATACI NE; Zan yanke shawarar dandano. Data: [Table].
4) Shawarar haɓakawa (dangane da bayanan ɗan adam):
Dangane da sakamakon dandano, [acid yana da ƙasa, gishiri yana daidaitawa, rubutu yana da nauyi]. Dangane da wannan ra'ayin, ba da shawarar gyare-gyare guda 3 (kayan aiki/dabarun) don gwada girke-girke. Nuna cewa kowane saitin ya kamata a gwada kuma a sake ɗanɗana shi a cikin kicin.
Rauni mai ƙarfi / Ƙarfi mai ƙarfi
Rauni:
Shin wannan girkin yana da daɗi?
AI ba zai iya dandana; yana ba da amsa mai ma'ana amma marar tushe, yana bata shawarar.
Mai ƙarfi:
Matsayinku: Mataimakin gwaji na azanci. Zan kimanta wannan miya tare da panel dandano na mutane 8. Shirya nau'in nau'i na 1-5 don gishiri, acid, daidaito, ƙanshi da dandano na gaba ɗaya. Bayan haka, zan taƙaita muku sakamakon panel kuma in sami ra'ayoyin don ingantawa. Panel da ni za mu yanke shawarar dandano.
Matsayin kimanta ji (tebur)
Mataki
Abun ciki
AI gudunmawa
matsayin mutum
tsari na tsari
Siffar + sikelin
Ƙirƙirar samfuri
Zaɓin abin da za a auna
gwajin makaho
Kwatanta rashin son zuciya
Daftarin yarjejeniya
Shirye-shiryen farantin + dandanawa
dandana
Kwarewar azanci na gaske
Babu
gaba daya mutum
Binciken sakamako
Takaitacciyar ƙima/bita
taƙaitawa
Tafsiri
yanke shawara
Canza/tabbatar girke-girke
Shawara
Amincewa ta ƙarshe (babban baki)
Kuskuren gama gari
- Yin AI tambaya game da dandano. AI ba zai iya dandana; Shawarar dandano na cikin kwamitin ɗan adam ne.
- Ba yin gwajin makaho ba. Sanin wanda ya yi shi / farashinsa yana gurbata dandano.
- Ra'ayin mara tsari. "Abu mai kyau" ba ya aiki; Auna da tsari.
- Dogara ga hukuncin mutum daya. Panel ɗaya ya fi dogara fiye da dutse ɗaya.
- Tsallake gwajin da sanya shi akan menu. Ba tare da amincewar azanci ba, farantin ba zai rayu ba.
A takaice
Ƙimar azanci shine inda aka gwada duk ƙoƙarin dafa abinci: dandano. AI mataimaki ne mai amfani wajen zayyana fom ɗin gwajin ɗanɗano, kafa ƙa'idar gwajin makafi, da taƙaita sakamakon panel. Amma AI ba zai iya ɗanɗano, wari, ko tauna ba; Ba shi da hukumci ga bakinsa. Amincewa da azanci na ƙarshe koyaushe yana ta'allaka ne tare da kwamitin da ƙoƙon mai dafa abinci, inda mutane na gaske suka ɗanɗana faranti na gaske. Wannan matakin shine mafi girman ƙa'idar wannan ƙa'idar.
Aikin aikace-aikace
Zabi tasa ko miya. Shin AI ta shirya fom ɗin gwajin ɗanɗano tare da fasali 5. Sannan samar da ka'idar gwajin makafi (sifuna biyu, nawa masu ba da shawara, coding) kuma rubuta matakan aiwatarwa. Ƙirƙirar sakamako na hasashe (ko na gaske), taƙaita su zuwa AI, kuma sami ra'ayoyin ingantawa guda uku don mafi raunin fasalin. Bayyana a cikin jumla ɗaya wanda zai yanke shawarar ɗanɗano na ƙarshe da kuma yadda.
jerin abubuwan dubawa
- [ ] Na bar shawarar dandano ga kwamitin ɗan adam, ba ga AI ba.
- [] Siffar gwajin ɗanɗano ya haɗa da cikakkun bayanai da ma'auni.
- [ ] Ina amfani da gwajin makafi don kwatance mai mahimmanci.
- [ ] Ina tattara ra'ayoyin ta hanyar tsari mai tsari.
- [ ] Na dogara da ra'ayin panel maimakon baki ɗaya.
- [ ] Ba na ƙara wani faranti zuwa menu ba tare da amincewar azanci ba.