Incamake
Uburiganya bwa AI bukoresha imashini yiga imashini kugirango ibone ibikorwa biteye amakenga, konti, nimyitwarire mugihe nyacyo, mbere yuko amafaranga abura. Nuburyo banki yawe ishobora kwemeza kugura byemewe muri milisegonda mugihe uhagarika ikarita yibwe umugabane kure.
AI Fraud Detection yibanda kubikorwa bifatika: guhindura ubushobozi bwicyitegererezo mubikorwa byizewe bya buri munsi bitanga agaciro kagereranijwe.
Kwibira cyane
Uburiganya ni gake, burahinduka vuba, kandi buhanganye: abagizi ba nabi bahora bamenyera, bityo amategeko ahamye ('guhagarika amafaranga arenga $ 5,000') ahita ahagarara. Moderi ya AI yiga uburyo busanzwe bwa buri mukiriya no gutandukana kw ibendera, gutsinda amanota yose kubikorwa bishobora kuguruka. Bahuza imyigire ikurikiranwa (yatojwe kuburiganya bwashize) hamwe nubuhanga butagenzuwe bufata gahunda zitigeze ziboneka-mbere. Ibimenyetso birimo umubare, ahantu, igikoresho, igihe, umucuruzi, n'umuvuduko (amafaranga menshi muminota). Imiyoboro yamakarita nka Visa na Mastercard ikoresha amanota ya AI kuri miliyari zicuruzwa, kandi PayPal, Stripe, na banki zirayikoresha kugirango igabanye igihombo. Impagarara nyamukuru ni ukuringaniza gufata uburiganya kubintu byiza bitesha agaciro abakiriya beza.
Ubushishozi
Kuberako uburiganya nyabwo ari agace gato mubikorwa byose, moderi ihura nuburinganire bukabije bwicyiciro, bityo amakipe akoresha tekinike nko gusubiramo, gutanga amanota adasanzwe, hamwe na metrics nka precision / kwibuka na AUC aho kuba ukuri kwukuri. Ibiti byongerewe imbaraga (XGBoost) hamwe nimbonerahamwe igenda ishushanya imiyoboro isanzwe ni ibishushanyo: amakarita ahuza amakarita, ibikoresho, na konti kugirango berekane impeta zuburiganya. Ibiranga byakozwe hafi yumuvuduko nimyitwarire yimyitwarire, kandi ibyemezo bigomba kugaruka muri milisegonda aho bigurishwa.
Kumenya uburiganya bwa AI
Uburiganya bwa AI bukoresha imashini yiga imashini kugirango ibone ibikorwa biteye amakenga, konti, nimyitwarire mugihe nyacyo, mbere yuko amafaranga abura. Nuburyo banki yawe ishobora kwemeza kugura byemewe muri milisegonda mugihe uhagarika ikarita yibwe umugabane kure. AI Fraud Detection yibanda kubikorwa bifatika: guhindura ubushobozi bwikitegererezo mubikorwa byizewe bya buri munsi bitanga agaciro kagereranijwe. Kugira ngo wubake byimbitse, fata AI Fraud Detection nk'icyitegererezo gikora, ntabwo ari ikintu kimwe: gusobanura ibyagezweho, gusobanura ibitekerezo, no gutandukanya ibyo sisitemu ishobora gukora byizewe nibisaba guca imanza zinzobere.
Mu myitozo, amakipe akomeye akoresha AI Fraud Detection yibanda kumusaruro wakazi, ntabwo ari demo yicyitegererezo, kandi asobanura aho abantu bagenzura hakiri kare. Bandika ibipimo ngenderwaho byerekana intsinzi, bagerageza kurwanya amakuru afatika hamwe nakazi keza, kandi bagasubiramo bashingiye kubikorwa byagaragaye ko batsinzwe aho gutsinda inshuro imwe. Aha niho imyumvire yubumenyi ihinduka mubushobozi burambye kubicuruzwa, politiki, nibikorwa.
Igishushanyo-cy-urwego rugena niba AI itezimbere ibisubizo nyabyo. Mugihe kimwe, Gutangiza inzira yamenetse birashobora kongera ibibazo bihari. Uburyo bukomeye cyane ni uguhuza umuvuduko wikigereranyo hamwe na disipuline yimiyoborere: kuyobora abaderevu, gufata ibimenyetso, gutangaza ibyemezo byicyemezo, no gukomeza kuvugurura uburyo bwo kwirinda nkimyitwarire yicyitegererezo, ibyo abakoresha bategereje, nibisabwa n'amategeko bigenda bihinduka.
Ingaruka z'Ingamba
Igishushanyo-cy-urwego rugena niba AI itezimbere ibisubizo nyabyo.
Igishushanyo-cy-urwego rugena niba AI itezimbere ibisubizo nyabyo. Mubikorwa byujuje ubuziranenge, ibi bihindurwa mumategeko agenga imikorere, imipaka nyirubwite, hamwe n'imihango yo gusubiramo kenshi kugirango amakipe ashobore kwigirira ikizere aho gupima ibidasobanutse.
Guhuza ibikorwa byiza bikora umusaruro wunguka abakoresha bashobora kwizera.
Guhuza ibikorwa byiza bikora umusaruro wunguka abakoresha bashobora kwizera. Mubikorwa byujuje ubuziranenge, ibi bihindurwa mumategeko agenga imikorere, imipaka nyirubwite, hamwe n'imihango yo gusubiramo kenshi kugirango amakipe ashobore kwigirira ikizere aho gupima ibidasobanutse.
Gukoresha neza ibibazo bigabanya umunaniro wimpinduka hamwe ningaruka zo gushyira mubikorwa.
Gukoresha neza ibibazo bigabanya umunaniro wimpinduka hamwe ningaruka zo gushyira mubikorwa. Mubikorwa byujuje ubuziranenge, ibi bihindurwa mumategeko agenga imikorere, imipaka nyirubwite, hamwe n'imihango yo gusubiramo kenshi kugirango amakipe ashobore kwigirira ikizere aho gupima ibidasobanutse.
Gushyira mu bikorwa Isi
Imiyoboro-ikarita yinguzanyo itanga buri swipe muri milisegonda kugirango yemeze cyangwa yange
Amabanki yerekana konti yo gufata iyo kwinjira bivuye mubikoresho bishya nigihugu
PayPal na Stripe ihagarika kwishura gukekwa hamwe nuburiganya bwabagurisha kuri cheque
Abishingizi bakoresha ML kugirango bamenye ibirego cyangwa ibyiciro mbere yo kwishyura
Uburyo bwo Gushyira mu bikorwa
Kumenya uburiganya bwa AI mubikorwa
Imiyoboro-ikarita yinguzanyo itanga buri swipe muri milisegonda kugirango yemeze cyangwa yange.
Imiyoboro-ikarita yinguzanyo itanga buri swipe muri milisegonda kugirango yemeze cyangwa yange Amakipe ubusanzwe abona ibisubizo byiza iyo asobanuye ibipimo byujuje ubuziranenge imbere, agakomeza inzira yo kuzamura abantu kubibazo, kandi akurikirana inyungu zibyara umusaruro nibiciro byamakosa mugihe runaka.
Kumenya uburiganya bwa AI mubikorwa
Amabanki yerekana konti yo gufata konti iyo kwinjira biva mubikoresho bishya nigihugu.
Amabanki yerekana konti yo gufata konti iyo kwinjira bivuye mubikoresho bishya kandi mugihugu Amakipe akunze kubona umusaruro ushimishije mugihe asobanura ibipimo ngenderwaho byimbere, agakomeza inzira yo kuzamura abantu kubibazo byimbere, kandi agakurikirana inyungu zibyara umusaruro nibiciro byamakosa mugihe.
Kumenya uburiganya bwa AI mubikorwa
PayPal na Stripe ihagarika kwishura gukekwa hamwe nuburiganya bwabagurisha kuri cheque.
PayPal na Stripe ibuza kwishura gukekwa hamwe nuburiganya bwabagurisha kuri cheque Amakipe ubusanzwe abona umusaruro ushimishije mugihe basobanuye ibipimo byujuje ubuziranenge imbere, bagakomeza inzira yo kuzamura abantu kubibazo, kandi bagakurikirana inyungu zibyara umusaruro nibiciro byigihe.
Kumenya uburiganya bwa AI mubikorwa
Abishingizi bakoresha ML kugirango bamenye ibirego cyangwa ibyiciro mbere yo kwishyura.
Abishingizi bakoresha ML kugirango bamenye ibirego byazamutse cyangwa byateganijwe mbere yo kwishyura Amakipe asanzwe abona umusaruro ushimishije iyo asobanuye ibipimo byujuje ubuziranenge imbere, agakomeza inzira yo kuzamura abantu kubibazo, kandi akurikirana inyungu zibyara umusaruro hamwe nibiciro byamakosa mugihe runaka.
Ingaruka & Kurinda
Gutangiza inzira yamenetse birashobora kongera ibibazo bihari.
Amakipe arashobora gukora cyane kandi agakuraho ibitekerezo byabantu bikenewe.
Ubwiza burashobora gutemba niba ibisubizo bidahwema gusuzumwa.
Igishushanyo mbonera
Shushanya ibikorwa byubu hanyuma umenye intambwe-yo guterana hejuru.
Shushanya ibikorwa byubu hanyuma umenye intambwe-yo guterana hejuru. Fata buri ntambwe nk irembo ryibimenyetso: niba ibipimo bitujujwe, hagarika kuzenguruka, funga icyuho, hanyuma noneho wagure imikoreshereze.
Sobanura aho abantu bagenzura mbere yo kwikora byuzuye.
Sobanura aho abantu bagenzura mbere yo kwikora byuzuye. Fata buri ntambwe nk irembo ryibimenyetso: niba ibipimo bitujujwe, hagarika kuzenguruka, funga icyuho, hanyuma noneho wagure imikoreshereze.
Hugura abakoresha ibisobanuro, inzira zo kuzamuka, hamwe nubuziranenge.
Hugura abakoresha ibisobanuro, inzira zo kuzamuka, hamwe nubuziranenge. Fata buri ntambwe nk irembo ryibimenyetso: niba ibipimo bitujujwe, hagarika kuzenguruka, funga icyuho, hanyuma noneho wagure imikoreshereze.
Kurikirana ibisubizo-urwego rwibisubizo kugirango wemeze agaciro karambye.
Kurikirana ibisubizo-urwego rwibisubizo kugirango wemeze agaciro karambye. Fata buri ntambwe nk irembo ryibimenyetso: niba ibipimo bitujujwe, hagarika kuzenguruka, funga icyuho, hanyuma noneho wagure imikoreshereze.