Funga kuti kusvika makore mashoma kumashure, kutaridzika kweGoogle kwakazadzikiswa nekushandisa chaizvo mazwi ekutarisa akarongwa neBoolean yekubvunza mazwi. Nenzira iyi, kana iwe uchinge uchinge uchinge uchinge uchinge uchinge uchinge uchinge uchinge uchinge uchinge uchinge uchinge uchinge watsvaga mhinduro kubva kuGoogle, iwe unofanirwa kuziva mutauro wacho. Panguva iyoyo Google yakaratidza kutsvaga semantic. Kuverengera hukama hwehunyanzvi pakati pemazwi, zvichikupa simba rekuibvunza kubvunza nenzira yakafanana yaungaite shamwari. Mukati, yakaita dudziro yemubvunzo iwoyo kuita chirongwa cheBoolean chayainzwisisa - asi kutenderera kwacho kwaisaonekwa. Uhwu ndihwo hutsva hunokubvumidza kuti ubvunze Siri kuti mamiriro ekunze akamira sei nhasi kana kuti rwendo rusingadhure kuenda kuBorneo nderupi mangwana, pasina kushandura Chirungu chako kuita computational rationale entry. Saka tinogona kutaura kuti NLP ndeyekuwedzera pakati pemuchina nemitauro yevanhu.
Kugadzirira mutauro wakajairwa (NLP) inzvimbo yeinjiniya yesoftware uye inonetsekana nezvekudyidzana pakati pePC nemitauro yevanhu (hunhu). Inonongedza kune zano reAI rekutaura nemafuremu e canny uchishandisa mutauro une hunhu, semuenzaniso, Chirungu. Panguva yaunoda hunyanzvi serobhoti kuti uenderere mberi zvinoenderana nekwaunobva kana kana iwe uchida kunzwa sarudzo kubva kuhurukuro yakavakirwa pakiriniki master framework inodiwa kubata mutauro wakajairika. Saka zvine musoro tinogona kutaura kuti munda weNLP unosanganisira kugadzira maPC kuita mabasa anobatsira nemataurirwo atiri kushandisa. Ruzivo uye goho reNLP chimiro chinogona kuve hurukuro uye bvunzo dzakagadzirwa.
Tinogona kutaura kuti Pasina NLP, kuziva kunoitwa nemunhu kunogona kungonzwisisa kukosha kwemutauro uye kupindura mibvunzo yakatwasuka, zvisinei haikwanise kunzwisisa kukosha kwemazwi mukugadzirisa. Saka, mashandisirwo emitauro Yechisikigo anobvumira vatengi kutaura nePC nemazwi avo, semuenzaniso mumutauro wakajairwa.NLP inobatsira maPC nekuverenga uye kuita nekuita zvekare kugona kwevanhu kuti vanzwisise mutauro wakajairika unoshandiswa nevanhu kutaura. Nhasi, kune zviitiko zvakawanda zvematanho emutauro wakafanana mukufunga kunoitwa nevanhu izvo zvave kushanda pari zvino.
Maitiro eNLP MUAI
1. Correspondence: Manyorerwo mazhinji etsamba akadai Facebook Messenger ave kutoshandisa ruzivo rwevanhu. Zvese mune zvese, Facebook inotarisa yakafemerwa zvakanyanya neAI. Mwedzi mishoma yapfuura, Facebook yakazivisa rubatsiro rwayo M iyo mhiko yekutendeuka kuva mubatsiri wako (nezuva rekutumira veruzhinji tbd): "M anogona kuita chero chinhu chingaitwe nemunhu."
2. Mhedziso inokurumidza: Mienzaniso yemaitiro ekugadzira mitauro mukuziva kwemunhu ari zvakare mumakiriniki ekurapa anoshandisa mutauro wakajairika kuratidza kutsunga kubva pane zvisina kurongwa manotsi achiremba. NLP hurongwa hwemammographic imaging uye mammogram mishumo inosimudzira kutorwa uye kuferefetwa kweruzivo rwesarudzo dzekiriniki. NLP programming inogona kusarudza njodzi yechirwere chechipfuva zvakanyanya kuita zvine pundutso uyezve kuramba chinodikanwa cheyakanyanya biopsies uye kukurudzira kukurumidza kurapwa kuburikidza nekutanga kupedzisa.
3. Ongororo yeMutengi: Kugadzirira mutauro wechisikigo mumashandisirwo ekushandisa mukombuta kunoita kuti zvive nyore kuunganidza maodhita echinhu kubva pasaiti uye kunzwisisa zviri kutaurwa nevatengi sezvavanofunga nezvechimwe chinhu. Masangano ane huwandu hukuru hwekuongororwa anogona chaizvo kuvawana uye kushandisa ruzivo rwakaunganidzwa kuratidza zvinhu zvitsva kana masevhisi zvinoenderana nezvinodiwa nevatengi. Ichi chishandiso chinobatsira masangano nekutsvaga data rakakosha rebhizinesi ravo, kunatsiridza kuvimbika kwevatengi, kukurudzira zvimwe zvakakosha zvinhu kana mabhenefiti uye zvirinani uye kunzwisisa zvinodiwa nemutengi.
4. Virtual advanced vabatsiri: Mubatsiri ari kure, anowedzera anonzi AI ruoko rworudyi kana mubatsiri wekombiyuta, chirongwa chekushandisa chinonzwisisa mirairo yezwi yemutauro wakajairika uye inopedza basa remutengi. MaDA anogona kubatsira vatengi nekuchinjana maekisesaizi kana kufambisa nzvimbo yekufona zviitiko kuti vape yepamusoro yevatengi kusangana uye kuderedza mari yekushandisa. Tichaona zvishoma nezvishoma izvi zvikumbiro mumagajeti akasiyana, semuenzaniso, maPC zvirongwa, savvy masisitimu epamba, mota uye mumusika wekutengesa.
Hunhu Mutauro Kugadzira Zvishandiso:
Mashini Shanduro
Isu tinoziva kuti chiyero che data inowanikwa pamhepo chiri kusimukira, saka kukosha kwekusvika kwazviri kunoshanduka kuve kwakakosha zvishoma nezvishoma uye fungidziro yezvakajairwa yekubata mutauro zvikumbiro zvinobuda pachena. Kuturikira nemuchina kunotikurudzira kukunda miganhu yemitauro yatinowanzo sangana nayo nekududzira zvinyorwa zvehunyanzvi, kuchengetedza zvinhu kana zvinyorwa nemutengo wakadzikira. Muedzo une kufambira mberi kwekududzira muchina hausi mukududzira mazwi, asi mukunzwisisa kukosha kwemitsara kupa dudziro yechokwadi.
Rondedzero yakarongwa
Kana isu tichifanira kusvika kune imwe, yakakosha snippet yedata kubva kune yakakura ruzivo hwaro ipapo Ruzivo pamusoro-mutoro inyaya yechokwadi. Yakarongwa rundown yakakosha kwete kungopfupisa kukosha kwemishumo uye data, asi nekuwedzera pakunzwisisa zvinorehwa nechido mukati me data, semuenzaniso, mukuunganidza ruzivo kubva online media.
Kufungidzira kuongorora
Chinangwa chebvunzo yekupedzisa ndechekuziva fungidziro pakati pezvipo zvishoma kana kunyange mune imwe nzvimbo yakafanana apo kunzwa kusingataurwi zvachose. Masangano anoshandisa mitauro yakajairwa kubata zvikumbiro, semuenzaniso, kuongorora fungidziro, kuziva maonero uye fungidziro pamhepo kuvabatsira kunzwisisa maonero evatengi pazvinhu zvavo uye madhipatimendi uye kazhinji zviratidzo zvekumira kwavo. Kusarudza kwakapfuura kwakatwasuka, ongororo yemhedziso inonzwisisa maonero mune chaiyo mamiriro.
Mavara emavara
Kurongeka kwemavara kunoita kuti zvive nyore kugadza zvakafanotsanangurwa muzvikamu kune iyo dura uye gadzirisa iyo kuti uwane iyo data yaunoda kana kugadzirisa mashoma maekisesaizi. Semuenzaniso, kushandiswa kwemavara emhando ndeye spam kupatsanura mune email.
Mubvunzo Kupindura
Mubvunzo-Kupindura (QA) iri kuramba ichiwedzera zvakanyanya nekuda kwekushandiswa, semuenzaniso, Siri, OK Google, mabhokisi ekutaura uye vabatsiri vakaderera. A QA application chimiro chinokwanisa kuita zvine hungwaru kucherechedza chikumbiro chemunhu. Inogona kushandiswa sechinhu chemukati chinongoenderana kana seyakatsanangurwa hurukuro chimiro. Zvikamu zvasara izvi bvunzo yakakosha kunyanya kune mawebhu indexes, uye ndeimwe yemisimboti yekushandisa yehunhu kugadzirira tsvagiridzo.
Pakupedzisira kuguma kweNLP
Chii chinozoitika pamutauro wakajairika?
The bots
chatbots mhinduro kumibvunzo yemutengi uye kuvatungamira kune zvinoshanda zvinhu uye zvinhu chero nguva kana chero nguva. Inowanzo shandiswa mukubatsira vatengi, kunyanya mumabhangi, zvitoro uye muvakidzani. Kunyanya mucustomer care setting chatbots anofanirwa kukurumidza, akangwara uye ari nyore kushandisa, nechikonzero chekuti vatengi vane yakasarudzika mwero (uye mune dzimwe nguva yakaderera kushingirira). Kuti uite izvi, ma chatbots anoshandisa NLP kuwana mutauro, kazhinji pamusoro pezvirimo kana izwi-kubvuma kubatana, uko vatengi vanopa nemazwi avo, sezvavaizotaura kune nyanzvi. Kubatsira kwakawedzerwa uku kuchabatsirawo mhando dzakasiyana dzemabhoti kuti dziite kuti dzibudirire uye dzakasikwa nekufamba kwenguva, kubva kune vabatsiri vari kure seSiri neAmazon's Alexa kusvika kumatanho ebhoti ari kuwedzera komputa kana basa riripo. Aya mabhoti anozoshandisa NLP zvishoma nezvishoma kuwana meseji uye kuita zviitiko, semuenzaniso, kugovera geoinformation, kudzoreredza kubatana uye mapikicha kana kutiitira zvimwe zviitiko zvinotinetsa mupfungwa.
Inotsigira imperceptible UI
Kushamwaridzana kwese kwatinako nemichina kutaurirana kwevanhu (zvese hurukuro uye zvinyorwa). Amazon's Echo ingori modhi imwe chete inoisa vanhu zvakanyanya kutwasuka mukusangana nehunyanzvi. Pfungwa yeisingaonekwe kana zero UI inotsamira pakubatana kwakananga pakati pemutengi nemuchina, zvisinei nekuti neizwi, zvinyorwa kana musanganiswa wezviviri. NLP inobata kunzwisiswa kwakasimba kwemutauro wevanhu, pakupera kwezuva, sezvainovandudza kutideredza - izvo zvatinotaura zvisinei nematauriro atinoita, uye zvatiri kuita - zvichave zvakakosha kune chero isingaonekwe kana zero UI. application.
Kuvhima kwakangwara
Hungwaru hungwaru hunoreva kuti vatengi vanogona kugadzirira kutarisa kuburikidza nemirairo yezwi kwete kugadzira kana kushandisa mazwi ekutarisa. Mhedzisiro yeNLP ndeyekuwedzera kubvunza kwakangwara-chimwe chinhu tanga tichikurukura pano paNyanzvi System kwenguva yakati rebei. Nenguva pfupi yapfuura, Google yakazivisa kuti yakawedzera hunyanzvi hweNLP kuGoogle Drive kubvumira vatengi kutsvaga marekodhi uye zvinhu vachishandisa mutauro wekutaura.
Zivo kubva kune isina kurongeka data
Urongwa hweNLP hunozounganidza zvishoma nezvishoma ruzivo runobatsira kubva kuruzivo rusina kurongeka, semuenzaniso, mameseji akareba, kurekodha, ruzha, zvichingodaro Vachava nesarudzo yekuparadzanisa toni, izwi, kusarudzwa kwemazwi, uye fungidziro yeruzivo kuti vaunganidze bvunzo. , semuenzaniso, kuyera kuvimbika kwevatengi kana kusiyanisa pfungwa dzinorwadza.