Ngokufana nomfanekiso ongezantsi, mhlawumbi kukho iitoni zeememe ze-ChatGPT ezifumaneka kwiiwebhusayithi ezahlukeneyo kunye nemidiya yoluntu ebonisa unxibelelwano olothusayo. Nangona kunjalo, ukuhlekisa ecaleni, ubukrelekrele bokwenziwa kwintengiso yedijithali okanye ngendlela ebanzi, i-AI ekuthengiseni namhlanje ayiseyombono yekamva kodwa iyinyani. Ukusuka Heinz ukuba Netflix kwaye coca Cola, izicelo ze-AI zokuthengisa zixhaphakile kumacandelo amaninzi.

Qhubeka ufunda ukuze uhlolisise izinto ezibalulekileyo ze-AI kwintengiso yedijithali, kuquka iinkcazo kunye nemida, indlela i-AI enceda ngayo ekuthengiseni idijithali, kunye nezixhobo ezisebenzayo ze-AI kunye nokuphunyezwa kwintengiso yedijithali.
Isiqulatho
1. Isishwankathelo se-AI kwiNtengiso yeDijithali
2. I-AI ixhobisa njani ukuthengiswa kwedijithali
3. Izicelo ze-AI kwintengiso yedijithali
4. Ixesha eliphuculweyo le-AI
Isishwankathelo se-AI kwiNtengiso yeDijithali
Iingcaciso ezimfutshane

Ukujonga indlela i-AI esebenza ngayo kwintengiso yedijithali, masiqale sichaze ukuthengiswa kwedijithali kunye nobukrelekrele bokwenziwa (AI). A inkcazelo ngqo intengiso yedijithali luhlobo lokuthengisa olwenziwa kumajelo edijithali, kubandakanywa i-Intanethi, imidiya yoluntu, kunye namanye amaqonga. Uvavanyo olusondeleyo, nangona kunjalo, lubonisa izinto ezi-3 eziphambili: amacandelo e-intanethi, ukusetyenziswa kwe-algorithms, kunye nokulungiswa kwedatha ye-elektroniki kunye nokuhanjiswa kwiiplatifti zedijithali.
I-AI, kwelinye icala, inokuqondwa ngokucacileyo njenge "umatshini okrelekrele” ngenxa yenzululwazi nobunjineli, ngokutsho koyise we-AI owayila eli gama ngowe-1956. Ngokuthe ngqo, lisekelwe kwingcamango ngobuchule ukulinganisa ukuziphatha komntu ukwenza imisebenzi eya kufuna ubukrelekrele bomntu.
Amasebe e-AI kunye nobuchule boshishino

Okwangoku, ukuqonda okuqinileyo kwezicelo ze-AI ngaphakathi kwentengiso yedijithali, kuluncedo ukufunda malunga namasebe e-AI kunye nokuba i-AI ingawenza njani amashishini. Ukufunda ngomatshini, ukuCwangciswa koLwimi lweNdalo (i-NLP), intetho, kunye nombono zizona 4 eziphambili amasebe e-AI equka amanye amasetyana aliqela anjengokufunda nzulu, ukutsalwa kolwazi, iteksti ukuya kwintetho, kunye nokuqondwa komfanekiso. Ngaphezulu kwezi zinto, kukho amanye amasebe e-AI, njengeenkqubo zeengcali, ukucwangcisa, ukucwangcisa, kunye nokuphucula, kunye ne-robotics, ezithathwa njengamagatsha azimeleyo ngaphandle kwamasebe angaphantsi.
Ngalinye kula masebe liyakwazi ukusetyenzwa ubuchule obukhethekileyo kwaye lijolise ekunikeni igalelo kwimisebenzi eyahlukeneyo kunye nemisebenzi, enjengokuphucula ukusebenza kweshishini kwimiba eyahlukeneyo. Phakathi kwezi 22 ichongiwe AI ubuchule boshishino, kukho i-8 imisebenzi ethile enxulumene ngokusondeleyo kwintengiso yedijithali kunye ne-7 yezakhono ezihambelana ngokungangqalanga kuyo.
Iimpawu ze-8 ezinokulungelelaniswa ngokuthe ngqo kunye nezicwangciso zokuthengisa zedijithali zinokulungiswa ngokuhambelana nokuhamba kwentengiso yedijithali eqhelekileyo, ngokulandela ukuqhubela phambili okunengqiqo ukusuka kwisizukulwana esikhokelayo ukuya kukhokelela ekuguquleni nasekugcineni ukubandakanyeka: Isizukulwana esikhokelayo, abaphulaphuli abaqikelelwayo, ukudala umxholo, ukusetyenziswa kwexesha lokuthumela ngokuzenzekelayo, iingcebiso, ukukhangela okubonakalayo, ukukhangela uphawu, kunye nokuchongwa kwemveliso. Ngokufanayo, ukufunda ngomatshini, ukufunda okunzulu, ukuhlalutya, ukucwangciswa kwangaphambili, ukufunyanwa kwedatha, ubukrelekrele bokuthengisa, kunye namanqaku aqikelelwayo zizakhono zoshishino ze-AI ezihambelana ngokuthe ngqo nokuthengiswa kwedijithali.
Zonke ezi ngqiqo zisisiseko zamasebe e-AI kunye nobuchule bayo bezoshishino zingundoqo ekufumaneni ukuqonda okunzulu malunga nendlela i-AI esebenza ngayo kwaye inceda ekuthengiseni idijithali, eya kuxoxwa ngokunzulu kumacandelo alandelayo.
I-AI ixhobisa njani ukuthengiswa kwedijithali

Ukudibanisa amasebe e-AI kunye nobuchule bawo boshishino, oku kulandelayo yimiba ephambili ephambili esixhenxe enxulumene nentengiso yedijithali:
- Uhlalutyo lwedatha oluzenzekelayo kunye nokwenza izigqibo: Ukufundwa komatshini kunye namasebe okufunda nzulu, kunye nohlalutyo, ukufunyanwa kwedatha, kunye nemisebenzi yolawulo lwedatha ye-AI, yenza izigqibo ezizenzekelayo njengoko i-AI iphatha kwaye iqhuba ubuninzi bedatha ngokukhawuleza nangokufanelekileyo. Ngokusebenzisa uhlalutyo lwedatha oluzenzekelayo, ubuchule bokuchongwa kwemveliso yoncedo lwe-AI kwintengiso yedijithali ngokuthe ngqo ngokwenza izigqibo ezinolwazi malunga ne-inventri kunye nokuthengiswa komntu.
- Uvavanyo oluphuculweyo lwe-A/B kunye nokuphucula iphulo: IsiNtu esibalulekileyo A uvavanyo / B indlela ekuthengiseni idijithali inokuguqulwa nge-AI ngokwesantya kunye nokuqonda. Ukufundwa komatshini kunye nohlalutyo lokuxela kwangaphambili amasebe e-AI, kunye novavanyo lwayo kunye neempawu zamanqaku aqikelelweyo, zenza ukuba kukhawuleze kwaye kucokiseke ngakumbi indlela yokuvavanya ye-A / B, ebandakanya ukuthelekisa iiseti ezimbini ezahlukeneyo zezixhobo zokuthengisa kunye nomahluko omncinci (edla ngokucetyiswayo 1-3 umahluko) ukumisela ukuba loluphi uhlobo kubo olwamkeleke kakuhle. Umsebenzi wokubona uphawu lwe-AI ukwanceda ekwandiseni imikhankaso ngokubeka iliso okusebenzayo kobukho bophawu kunye nodumo.
- Ukudalwa komxholo kunye ne-NLP: Xa kuthelekiswa nendlela yendabuko yokuvelisa umxholo wokuthengisa, othatha ixesha elininzi kunye namandla okudala abathengisi, umxholo owenziwe yi-AI kunye neNtuthuko yoLwimi lweNdalo (i-NLP), kubandakanywa ukuguqulelwa kunye nokutsalwa kolwazi, ayikwazi nje ukwandisa imveliso kodwa inikezela ngeengcebiso zomntu ngamnye kunye nokusebenza kokukopisha okuzenzekelayo.

- Uhlalutyo oluqikelelweyo lwesizukulwana esikhokelayo: Ukusebenzisa amandla okuhlalutya okuqikelelweyo kunye nokwenzeka kokukhokelela kwisizukulwana, i-AI inokuqikelela ukuba kunokwenzeka ukuguqulwa okukhokelayo kunye nokwenza ngokuzenzekelayo izenzo ezifanelekileyo ezilandelayo ukuphucula umgangatho wemfundo kunye nenkqubo yokulawula. Izakhono ze-AI zisenokuthi zizenzele ngokwazo iintshukumo zokulandelela ezihambelanayo ukuze kuphuculwe ngakumbi indlela yokuvelisa okukhokelayo okanye ukwenza ngcono izicwangciso zabakhuphisanayo.
- Ukwenziwa kwexesha kwimiyalezo yokuthengisa: Amandla e-AI okuqhuba ukusetyenziswa kwexesha lokuthumela ngokuzenzekelayo kunye nokucwangciswa kwangaphambili kunceda kakhulu ekumiseni nasekumiseni awona maxesha afanelekileyo ukuthumela imiyalezo yokuthengisa ngokuzenzekelayo ngokokuziphatha kwabathengi kunye nohlalutyo oluthandayo.
- Uphuculo / amava omthengi obuqu: Njengomphumo wazo zonke iimpawu ze-AI ezinxulumene nazo, amava omthengi ngokubanzi angaphuculwa. I-AI inokuphinda iqhubekisele phambili amava ngokwawo ngamandla ayo amabini anxulumene nentengiso: abaphulaphuli abaqikelelwayo kunye nobukrelekrele bokuthengisa, okunceda ukuhlalutya kunye nokujolisa kwiindlela zokuthengisa zesiko. Ngaxeshanye, iingcebiso ze-AI kunye neempawu zokukhangela ezibonwayo ziluncedo ekuboneleleni ngeendlela ezibandakanyekayo kunye ne-intuitive kubasebenzisi ukufumana iimveliso ezibafaneleyo.
Ukusetyenziswa kwe-AI kwintengiso yedijithali
Ukuqonda lula kunye nokuhamba, ezi zicelo zilandelayo ziphambili ze-AI kwintengiso yedijithali, kunye nezixhobo zabo ezihambelanayo ze-AI, zicwangcisiwe kwaye zicaciswe ngokuhambelana izigaba zefenitshala zentengiso:
Ukudalwa komxholo kunye nokuphucula

Ukuqala, izixhobo zokudala umxholo we-AI zinokuphucula kakhulu indalo yomxholo jikelele kunye nenkqubo yokuphucula ukusuka kwimiba ephambili ye-3: ukuvelisa umxholo obanzi, ohlukeneyo, kunye nomthamo omkhulu ngokukhawuleza nangokuzenzekelayo; ukuphucula isicwangciso somxholo; kunye nokuphucula umxholo, kuquka i-Search Engine Optimization (SEO).
Ukudalwa komxholo we-AI ngokuqhelekileyo kubandakanya uluhlu olubanzi lweentlobo zomxholo, ukusuka kwikopi yeentengiso kunye namaphepha okufika kumxholo weendaba zoluntu kunye neeblogi, ngokufanelekileyo ukujongana nazo zonke iintlobo zomxholo wentengiso yedijithali. Kwangaxeshanye, izixhobo ze-AI zikwaxhasa ukudalwa komxholo wemultimedia, kubandakanya imifanekiso, iaudio, kunye neefayile zevidiyo, zityebisa kakhulu ukwahluka komxholo kunye nokukhulula abathengisi bedijithali kwimisebenzi edla ixesha kunye neendleko ezinkulu zokuvelisa umxholo wemultimedia.
Ukususela kumbono wesicwangciso somxholo, izixhobo ze-AI zinceda abathengisi bedijithali baphucule izicwangciso zabo kunye neengcebiso eziqhutywe yidatha kunye nokubonelela ngezicwangciso zokuthengisa umxholo ngokuzenzekelayo ngokusebenzisa imisebenzi yophicotho lomxholo, ngokuqhelekileyo ekwazi ukuhlalutya iiwebhusayithi ezahlukeneyo ukuchonga izithuba kunye namathuba.
Ekugqibeleni, ukusuka kumbono wokuphucula umxholo, izixhobo zokuhlela umxholo we-AI zinokwenza ukuhlelwa okucacileyo kwegrama kunye nopelo, kunye nokuphucula ukucaca kunye nokufundwa okujoliswe kubaphulaphuli abathile. Izixhobo ezikhethekileyo ze-AI SEO zinokuphinda zicebise amagama angundoqo e-SEO kunye neethegi zemeta kunye nesakhiwo somxholo jikelele ukunyusa umxholo weenjini zokukhangela.
Izixhobo ezibalaseleyo zolu phawu ziquka jasper.ai, NcokolaGPT, Indawo yokuThengisa, App Hemingway kwaye Surf SEO.
Lawulo lweendaba zoLuntu

Intengiso yedijithali ayiphelelanga ngaphandle kwemithombo yeendaba zentlalo namhlanje, ngenxa yokuthandwa kwayo kunye nobukho bayo yonke indawo kubomi bemihla ngemihla bomntu wonke. Ngokwenyani wonke umthengisi wedijithali kufuneka abe nolwazi oluthile lwezakhono zokuthengisa kwimidiya yoluntu ukuze uhlale ufanelekile kwihlabathi elikhuphisana kakhulu lentengiso yedijithali.
Izixhobo zokuthengisa zedijithali ze-AI ezikhethekileyo kwizicelo zemidiya yoluntu zibonelela ngeempawu eziqhelekileyo ezifana nokudalwa kweposi yemidiya yoluntu, iishedyuli zokuthumela ngokuzenzekelayo, kunye nokucwangciswa kwezicwangciso zemidiya yoluntu, kubandakanywa nokusetyenziswa kwamagama athile kunye neehashtag. Ngeli xesha, ezi zixhobo zinokwenza uhlalutyo lweemvakalelo zohlobo lweendaba ngexesha lokwenyani, ukubeka iliso kunye nokuhlalutya ukukhankanywa kwe-intanethi yeempawu ezithile kunye neendlela.
Ngokusisiseko, izixhobo ze-AI zinceda iinkampani ukuba ziphucule ubukho bazo kwimithombo yeendaba zentlalo njengoko zikwazi ukuvelisa umxholo okhawulezayo, olungiselelweyo, kunye nokuzibandakanya ngokusekwe kwiimvakalelo zabathengi kunye nokuziphatha kumajelo eendaba ezentlalo ngelixa zikwagcina iimpendulo kwangexesha.
Izixhobo ezibalaseleyo zolu phawu ziquka Brand24, Flick, FeedHive, Impembelelo yeBrandwatch, kunye Impembelelo.
I-imeyile yokuthengisa

Enye yezona ndlela zindala kunye nezona zinyamezelayo zokuthengisa kwi-intanethi, ukuthengisa nge-imeyile kuhlala kuyindlela esebenzayo yokuhlala unxibelelana nabathengi ekujoliswe kubo, ngakumbi abo babhalisela ukufumana imveliso yamva nje kunye nolwazi lwezaphulelo. Izixhobo zokuthengisa ze-imeyile ze-AI zinokuphinda zihlaziye le ndlela yemveli yokuthengisa ngedijithali ngeendlela ezininzi ezibalulekileyo.
Okokuqala, bayakwazi ukwandisa amaxesha okuthumela kunye nokuphindaphinda ngokuhlalutya iipateni zokubandakanya i-imeyile phakathi kwabathengi kunye nenkampani, bevelisa umxholo owenziwe ngumntu, kunye nokubonelela ngeengcebiso ezithile, kubandakanya ulwazi lwexesha lokwenyani olufana namaxabiso aguqukayo kunye nokunikezelwa.
Ngamafutshane, imikhankaso ye-imeyile ezenzekelayo enexesha elilungisiweyo kunye nobuninzi inokuqhutywa, ngokufanelekileyo ukuphucula ukuphunyezwa kwentengiso ye-imeyile.
Izixhobo ezibalaseleyo zolu phawu ziquka Ingqondo yesixhenxe kwaye Phendula.io.
Intengiso kunye nolawulo lweakhawunti
Izicwangciso zentengiso kunye nolawulo lwe-akhawunti bafumana ukuhlaziywa okubalulekileyo kunye nezixhobo eziqhutywa yi-AI. Isiqulatho sentengiso esenziwe umntu kakhulu kunye nesiphuculwe kuwo onke amaqonga edijithali anokuveliswa ngokwecandelo labaphulaphuli eliqhutywa yidatha, eligqitywe ngoncedo lwewebhu yabasebenzisi kunye nohlalutyo losetyenziso.
Ngaphaya koko, intengiso yenkqubo eqhutywa yi-AI inokwenza ngokuzenzekelayo inkqubo yokubeka intengiso kuwo wonke amaqonga ahlukeneyo asekwe kwimbali yokukhangela yabasebenzisi kunye nezinto abazithandayo, ngelixa bevelisa umxholo olungiselelwe ngakumbi kunye nokuzibandakanya kubo.
Ikhono le-AI-powered akhawunti izixhobo zokulawula i-akhawunti ukufumana ingqiqo malunga nenjongo yeeakhawunti eziphambili kunceda ukuvelisa amaphulo afanelekileyo anokuthi ahambelane nala akhawunti ekujoliswe kuwo. Ngenxa yoko, ezi zixhobo zikwanceda ekuqinisekiseni ulwabiwo olusebenzayo lwezibonelelo kwezona akhawunti zithembisayo kuphela, ukonga izixhobo ngelixa zikwanyusa ukubakho koguqulo oluyimpumelelo.
Izixhobo ezibalaseleyo zolu phawu ziquka Smartly.io, Albert.ai, kunye ne-6Sense.
Ii-Chatbots kunye nencoko ye-AI

Ngelixa abantu bahlala benxulumanisa ii-chatbots kunye ne-AI yencoko kunye nenkxaso yabathengi ezenzekelayo okanye inkonzo yabathengi, eneneni zininzi iiplatifti ze-AI zokuncokola ezikhethekileyo njengezixhobo zentengiso yencoko. Inyani yokuba uninzi lwee-chatbots ezine-AI zibonelela ngoncedo lwencoko yexesha lokwenyani ngeelwimi ezininzi zibenza zibe zizixhobo ezibalaseleyo zokubonelela ngenkxaso yokuthengisa ebanzi kunye nokunceda kwisizukulwana esikhokelayo.
Izixhobo ze-AI ze-chatbot ezineempawu zobukrelekrele bencoko zinokubhala kwaye zihlalutye iincoko zefowuni ukuphucula ukwahlulahlula okukhokelayo kunye nohlalutyo lweemvakalelo ukunyusa amathuba okuguqulwa okukhokelayo. Ekugqibeleni, uninzi lwezixhobo zentengiso ezisekwe kwi-AI zinokwenza ngokuzenzekelayo kwaye ziphucule intsebenziswano yabathengi kuwo onke amaqonga okuthumela imiyalezo, kubandakanya i-WhatsApp, i-Facebook Messenger, kunye ne-Instagram.
Izixhobo ezibalaseleyo zolu phawu ziquka: - Drift, ChatFuel, ManyChat, Tydius, LiveChataI, Ubukrelekrele beNcoko yeCallRail
Ixesha eliphuculweyo le-AI

I-AI ekuthengiseni idijithali ngokuyimfuneko sisicelo esithile phantsi kwentsimi ebanzi yokuthengisa kwe-AI, equka zonke iitekhnoloji ze-AI ezifanelekileyo kwintengiso kwaye zikwazi ukuphucula iinzame zokuthengisa. Kukho ubuncinci amasebe amane aphambili e-AI anamandla ahambelana ngokuthe ngqo nokuthengiswa kwedijithali, njengokudalwa komxholo, ukuhanjiswa kwexesha lokuthumela ngokuzenzekelayo, kunye nokukhangela okubonakalayo. Ngaphezulu kwezi, uhlalutyo lwedatha oluzenzekelayo kunye nokwenziwa kwezigqibo kuphuculwe uvavanyo lwe-A / B kunye nokuphucula iphulo, kunye nokulungiswa kwexesha lemiyalezo yokuthengisa zezinye zeendlela eziphambili i-AI ixhobisa ukuthengiswa kwedijithali.
Isiphetho esifutshane kukuba nokuba siyathanda okanye asithandi, uphuhliso lwangoku lubonisa ukuba i-AI imiselwe ukuba ibe yinxalenye yophuhliso lwethu loluntu. Nangona izixhobo ezinikwe amandla e-AI zinokuthi ekugqibeleni ziphazamise zonke iindlela ezaziwayo zentengiso yedijithali kweli xesha lophuculo lwe-AI, okwangoku lihamba ngendlela ezenzekelayo, esebenzayo, kunye nephambili, enokuthi ibonise ikamva elithembisayo lokuthengisa idijithali.
Ukufumana ulwazi olongezelelekileyo kunye neengcebiso malunga nendlela i-AI enefuthe ngayo kwihlabathi leshishini, ndwendwela I-Chovm.com ifundeka rhoqo ukuhlala uhlaziywa ngemibono yoshishino efanelekileyo kunye nokugcina umda wokhuphiswano kwishishini lamazwe ngamazwe.