ʻO ka holomua wikiwiki o ka ʻike kamepiula a i ʻole ka ʻike kikohoʻe i hopena i ka nui o ka ʻike a me ka ʻikepili. ʻO nā waihona kikokikona, he mau hōʻiliʻili nui o nā palapala mai nā kumu he nui, e komo pū me ka nui o ka ʻike hiki ke loaʻa.
Ke ulu mau nei nā waihona kikokikona ma muli o ka piʻi ʻana o ka ʻike i loaʻa ma ka ʻano uila. ʻOi aku ma mua o 80% o ka ʻike o kēia manawa ma ke ʻano o ka ʻikepili i kūkulu ʻole ʻia a i ʻole semi-structured.
ʻAʻole lawa nā ala hoʻihoʻi ʻike kuʻuna no ka piʻi nui ʻana o ka ʻikepili kikokikona. ʻO ka hopena, ua loaʻa ka helu helu kikokikona i ka kaulana.
ʻO ka loaʻa ʻana o nā hiʻohiʻona ʻae ʻia a me ka nānā ʻana i nā palapala kikokikona mai ka nui o ka ʻikepili he paʻakikī koʻikoʻi ma nā kahua noi honua maoli. He kaʻina hana paʻakikī a he kumu kūʻai ma mua o ka hoʻokaʻawale lima ʻana i ka ʻikepili i lawe i ka manawa a me nā kumuwaiwai.
Ua hōʻike ʻia nā ʻano hoʻohālikelike kikokikona he koho maikaʻi loa no ka kikokikona wikiwiki, kumukūʻai, a hiki ke hoʻonui ʻia ʻōnaehana ʻikepili.
Ke hoʻohana ʻia nei nā kumu hoʻohālike kikokikona e ka nui o nā ʻoihana e hoʻokō pono i ke kahe nui o nā ʻikepili i kūkulu ʻole ʻia.
Ma kēia pou, e nānā mākou i ka hoʻohālikelike kikokikona, nā hiʻohiʻona hoʻohālikelike kikokikona maikaʻi loa, a me nā mea hou aku.
No laila, he aha ka wehewehe kikokikona?
ʻO ka hoʻokaʻawale kikokikona ke kaʻina o ka hoʻonohonoho ʻana, hoʻonohonoho ʻana, a me ke kānana ʻana i nā kikokikona i hoʻokahi a ʻoi aku paha. Hoʻohana ʻia ka wehewehe ʻana i nā kikokikona ma nā ʻano ʻano like ʻole, me nā pepa kānāwai, ka noiʻi olakino a me nā faila, a me nā loiloi huahana kumu.
Ke uku nei nā ʻoihana i nā miliona e unuhi i ka nui o nā ʻike mai ka ʻikepili.
He mea koʻikoʻi ka ʻimi ʻana i nā ala hou e hoʻohana ai i ka ʻikepili kikokikona/palapala no ka mea ʻoi aku ka nui o lākou ma mua o nā ʻano ʻikepili ʻē aʻe. No ka mea ʻaʻole i hoʻonohonoho ʻia a nui ka ʻikepili, hiki i ka hoʻonohonoho ʻana iā ia ma nā ala digestible hiki ke hoʻonui nui i kona waiwai.
Nā kumu hoʻohālike kikokikona maikaʻi loa
1. Google Cloud NLP
ʻO Google Cloud NLP he pūʻulu o nā mea hana loiloi kikokikona e hiki ke kōkua iā ʻoe e ʻike i nā ʻike i ka ʻikepili i kūkulu ʻole ʻia. He koho maikaʻi loa ʻo Google Cloud NLP (hoʻoponopono ʻōlelo kūlohelohe) no nā ʻoihana e mālama nei i ka ʻikepili ma Google Cloud a makemake e hoʻohui pū me nā polokalamu Google.
Hāʻawi lākou i nā hiʻohiʻona mākaukau no ka kālailai manaʻo, ka unuhi ʻana o ka hui, ka hoʻokaʻawale ʻana i nā maʻiʻo, a me ka nānā ʻana i ka syntax.
No ka laʻana, hiki i ka mea hana hoʻokaʻawale ʻike iā ʻoe ke hoʻokaʻawale i nā palapala i loko o 600 mau hui like ʻole.
Inā makemake ʻoe i kahi hiʻohiʻona hoʻohālikelike i kūpono i kahi hihia hoʻohana kikoʻī, hiki iā ʻoe ke hoʻohana i ka AutoML Natural Language, kahi e hiki ai iā ʻoe ke hoʻomohala i nā hoʻonā maʻamau me ka hoʻohana ʻana i kāu mau ʻāpana i wehewehe mua ʻia.
2. Amazon Comprehend
Hoʻohana piha ʻia ʻo Amazon Comprehend e Amazon, no laila ʻaʻole pono nā kikowaena pilikino. Eia kekahi, loaʻa nā API i hoʻomaʻamaʻa mua ʻia, ʻoiai ʻo ka AutoML hiki iā ʻoe ke kūkulu i kāu mau hiʻohiʻona kikokikona.
Hāʻawi ia i nā API i maʻalahi e hoʻokomo i kāu mau polokalamu.
Loaʻa nā API no ka nānā ʻana i ka manaʻo, ka ʻike ʻōlelo, a me kahi API hoʻohālikelike maʻamau e kōkua iā ʻoe i ka hoʻomohala ʻana i nā kumu hoʻohālike kikokikona i kūpono i kāu mau pono ʻoihana.
No ke kūkulu ʻana i kahi hoʻohālike maʻamau, ʻaʻole pono ʻoe i kekahi aʻo aʻo ka ʻike a i ʻole ka mana coding nui.
He mea maikaʻi ia no nā ʻoihana makemake i nā polokalamu hoʻokele, hoʻonohonoho maʻalahi, a me nā hiʻohiʻona i kūkulu mua ʻia.
3. MonkeyLearn
ʻO MonkeyLearn kahi mea hana hoʻokaʻawale kikokikona maʻalahi no ka loiloi ʻana i kāu ʻikepili kikokikona i kūkulu ʻole ʻia, me nā palapala, nā pane noiʻi, nohona Media,, nā loiloi pūnaewele, a me ka manaʻo o nā mea kūʻai aku.
Nā ʻenehana hana ʻōlelo kūlohelohe (NLP) a maʻalahi algorithm mīkini hopu hiki i ka polokalamu ke heluhelu i nā kikokikona e like me ke kanaka. Hiki iā ʻoe ke hōʻoiaʻiʻo i ka pololei o kāu loiloi ma muli o ka hopena.
Hiki iā ʻoe ke hoʻouka pololei i ka ʻikepili i loko o MonkeyLearn a i ʻole e hoʻopili wikiwiki me Google Sheets, Excel, Zendesk, Zapier, a me nā papahana ʻē aʻe.
ʻO ke aʻo mīkini ikaika a MonkeyLearn e maʻalahi ka hana ʻana i kāu kumu hoʻohālike. A me ka liʻiliʻi liʻiliʻi, hiki iā ʻoe ke loulou i nā API ma nā ʻōlelo nui āpau.
4. ʻIke Wela
He lawelawe kapuaʻi ka Heat no ka ʻike noiʻi, e hāʻawi ana i nā lawelawe cognitive i ka manawa maoli ma o ke ao hybrid o nā kānaka a me AI.
Mālama ʻo Heat i nā hana kikohoʻe e like me ka hōʻiliʻili ʻikepili, ka hoʻokaʻawale ʻana i nā kikokikona a me ka hoʻohaʻahaʻa ʻana, ka hōʻailona ʻikepili, chatbots a me nā kamaʻilio, hoʻoponopono kiʻi, a pēlā aku.
Hoʻoponopono ka lehulehu kanaka i nā hana hou, ʻoiai ke aʻo ʻia ʻo AI ma ka ʻikepili i hōʻiliʻili ʻia.
ʻOiai i nā hana paʻakikī a paʻakikī hoʻi, ʻo ka ʻenehana hybrid e hōʻoia i ka pololei kiʻekiʻe loa.
5. ʻO IBM Watson
ʻO IBM Watson kahi kahua multi-cloud i loaʻa nā ʻano hana AI no ka hoʻokaʻawale ʻana i ka ʻikepili hui.
Hiki i nā mea hoʻomohala ke hoʻohana i ka Natural Language Classifier e hana i nā hiʻohiʻona hoʻohālikelike maʻamau e ʻimi i nā kumumanaʻo i ka ʻikepili. Hiki iā ʻoe ke hoʻomaʻamaʻa i ke kumu hoʻohālike ma lalo o 15 mau minuke (ʻaʻohe pono o ka ʻike mua me ke aʻo ʻana i ka mīkini) a hoʻokomo koke i nā hiʻohiʻona i kāu mau polokalamu ma o ka API.
Hāʻawi pū ʻo Watson i kahi hoʻonā loiloi kikokikona i kūkulu ʻia i kapa ʻia ʻo Natural Language Understanding, hiki ke hoʻohana ʻia e ʻike i ka manaʻo, nā manaʻo, a me ka hoʻokaʻawale ʻana i ka kikokikona.
He kūpono ia no nā hui nui me nā ʻenekini hale e makemake e hoʻomohala i nā hiʻohiʻona mining kikokikona hyper-specialized.
noi
Nui nā hoʻohana like ʻole no ka hoʻokaʻawale kikokikona. Aia kekahi mau noi maʻamau:
- ʻIke ʻōlelo, like me Unuhi google
- ʻO ka makahiki a me ka ʻike kāne o nā mea hoʻohana inoa ʻole
- Lepili maʻiʻo pūnaewele
- ʻIke leka uila spam
- Nānā manaʻo noʻonoʻo pūnaewele
- Hoʻohana ʻia ka ʻenehana ʻike leo i nā mea kōkua virtual e like me Siri a me Alexa.
- Nā palapala me nā lepili kumuhana, e like me nā pepa noiʻi
Panina
Hiki iā ʻoe ke hoʻonohonoho i nā ʻikepili ma ke kumuhana, ka manaʻo, ka manaʻo, a me nā mea hou aku.
Hāʻawi lākou iā ʻoe e hoʻokaʻawale i nā kaʻina hana manawa e like me ka hōʻailona ʻana i nā leka uila e hiki mai ana a me ka hoʻokele ʻana i nā noi kākoʻo o nā mea kūʻai aku, ʻoiai e hāʻawi ana i nā ʻike koʻikoʻi i ka manaʻo o nā mea kūʻai aku e pili ana i kāu ʻoihana.
ʻOi aku ka maʻalahi o ka automation classification text ma mua o kou manaʻo, ma muli o nā ʻōnaehana open-source a me nā ʻenehana SaaS i loaʻa ma o nā API.
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