Iyintoni iMining Dining?

Iinkampani ezinkulu ziyazi ngakumbi ngawe kunokuba ungazicingela - nantsi indlela

Ukuchithwa kwedatha kukuhlalutya kweemali ezinkulu zeenkcukacha ukufumanisa iipateni nolwazi. Enyanisweni, ukuchithwa kwedatha kuyaziwa nangokufumaneka kwedatha okanye ukufumanisa ulwazi.

Ukuchithwa kwedatha kusetyenziswa iinombolo, imigaqo yokufunda umatshini (ML), ingqiqo yolwazi (AI), kunye nemali emininzi yedatha (ngokuqhelekileyo ukusuka kwiinkcukacha zolwazi okanye iiseti zeenkcukacha) ukuchonga iipatheni ngendlela enokuzenzekelayo kwaye iluncedo kunokwenzeka.

Yintoni Idityayo YokuDatha?

Ukuchithwa kwedatha kunenjongo ezimbini eziphambili: inkcazo nokubikezela. Okokuqala, ukuchithwa kwedatha kuchaza ulwazi kunye nolwazi olufunyenweyo ekuhlalutheni iipateni kwiedatha. Okwesibini, ukuchithwa kwedatha kusetyenziswa iinkcazo zeepateni zolwazi ezichongiweyo ukuqikelela iipateni ezizayo.

Umzekelo, ukuba uchithe ixesha lokuphequlula kwiwebhusayithi yezitolo malunga neendlela zokuchonga iintlobo ezahlukeneyo zezityalo, iinkonzo zeemigodi ezisebenzayo emva kweembonakalo kwiwebhusayithi ubhale inkcazo yakho yophando malunga neprofayili yakho. Xa ungena kwakhona emva kweeveki ezimbini, iinkonzo ze-mining ze-website zisebenzise iinkcazo zakho zokusesha zangaphambili ukuba ziqikelele iimfuno zakho zangoku kwaye unikeze iingcebiso zentengiso ezenziwe ngabanye ezibandakanya iincwadi malunga nokuchonga izityalo.

Indlela yokuPhathwa kweMigodi yokuSebenza

Idatha yeemigodi isebenza ngokusebenzisa i-algorithms, isethi yemiyalelo exelela ikhompyutha okanye inkqubo yokwenza umsebenzi, ukufumana iintlobo ezahlukeneyo zeepatheni ngaphakathi kwedatha. Izindlela ezimbalwa zeendlela zokubamba iipatheni ezahlukeneyo ezisetyenziselwa ukuchithwa kwedatha zibandakanya uhlalutyo lweqoqo, ukufumanisa okungahambi kakuhle, ukufunda umbutho, ukuxhomekeka kwedatha, imithwalo yesigqibo, imodeli yokuhlukumeza, ukuhlukanisa, ukufunyanwa kwangaphandle, kunye noonxibelelwano lwe-neural.

Nangona i-mining data ingasetyenziselwa ukuchaza nokucacisa iipatheni kuzo zonke iintlobo zeedatha, ukusetyenziswa kwabantu abaninzi abantu abahlala behlangana rhoqo, nokuba bangaziqondi, kukuchaza iipatheni ekukhethweni kwakho kokuthenga kunye nokuziphatha ukuchaza kwangaphambili ukuthengwa kwexesha elizayo zigqibo.

Njengomzekelo, ngaba uke wazibuza indlela i- Facebook ihlala ibonakala ngayo ukuba uyayibona into ekhangele kwi-Intanethi kwaye ikubonisa iintengiso kwiindaba zakho ezihambelana namanye amaziko oye watyelela okanye uphando lwakho lwewebhu? I-data yedayimani ye-Facebook isebenzisa ulwazi olugcinwe kwisiphequluli sakho esilandela imisebenzi yakho, njengekhukhi, kunye nolwazi lwayo ngeepatheni zakho ngokusetyenziselwa kwakho kwangaphambili kwesevisi ye-Facebook ukufumanisa nokuqikelela iimveliso okanye iminikelo onokuyenza.

Luhlobo luni lweDatha oluya kutyalwa?

Ngokuxhomekeke kwinkonzo okanye kwisitoreji (izinto zokugcina izinto ezisetyenzisiweyo zisebenzisa i-mining data) kwakhona, inani elimangalisayo leenkcukacha malunga nawe kunye neepatheni zakho zinokubanjiswa. Iinkcukacha eziqokelelwe malunga nawe zingabandakanya uluhlobo luni lwesithuthi oqhubayo, apho uhlala khona, indawo ohamba ngayo, amaphephancwadi kunye namaphephandaba oya kubhalisa, kwaye nokuba ungatshatanga. Iyakwazi kwakhona ukuba ngaba unabantwana okanye ungekho na, ziziphi izinto ozilifunayo, ezithandayo, ezokuzibandakanya kwezombusazwe, oko uthengayo kwi-intanethi, into oyithengayo kwiivenkile (ngokuqhelekileyo kumakhadi omvuzo wokuthengwa kwamakhasimende) kunye naziphi na iinkcukacha ozibelana ngazo malunga nobomi bakho kwimidiya yoluntu.

Ngokomzekelo, abathengisi kunye neenkcukacha ezisekelwe kwiifeshini ezijoliswe kubaselula zisebenzisa ulwazi olusuka kwiifoto zemizuzu yezobume kwiinkonzo zentlalo zentlalo ezifana ne- Instagram kunye ne-Facebook ukuqikelela ukunyuka kwezinto eziza kukhwela kubathengi abatsha okanye abafundi. Ukuqonda okufunyenweyo ngokusebenzisa ukuchithwa kwedatha kunokuba kuchaneke ukuba abanye abathengisi banokuqikelela ukuba ngaba umfazi unokukhulelwa, ngokusekelwe kwiinguqu ezikhethekileyo ekukhethweni kwakhe kokuthenga. Umthengisi, Ujolise, uxelwe ukuba uchanekile kunye nokuqikelela ukukhulelwa ngokusekelwe kwiipatheni ekuthengeni imbali eyithumele iikhuphoni kwimveliso yobuntombi kwintombazana encinci, inika imfihlo yokukhulelwa ngaphambi kokuxelela intsapho yakhe.

Ukuchithwa kwedatha kuphazamisekile, nangona kunjalo, uninzi lweenkcukacha ezithe zafunyanwa kwaye zahlaziywa malunga nemikhuba yokuthenga, ukukhethwa komntu siqu, ukhetho, iimali kunye nemisebenzi ye-intanethi kusetyenziswa izitolo kunye neenkonzo ngenjongo yokuphucula amava kumakhasimende.