Yiziphi ezinye izindlela zokucubungula idatha yomuntu siqu?

Ezinye izindlela Zokusebenzisa Idatha yomuntu siqu kudatha yokuhlola

Uma kuziwa ekuhloleni nasekuhlaziyeni idatha, idatha yomuntu siqu ingaba yinsiza ebalulekile. Nokho, ukusebenzisa idatha yomuntu siqu kuza nemithelela yezomthetho neyokuziphatha okufanele kucatshangelwe. Kulesi sihloko, sizohlola ezinye izindlela zokusebenzisa idatha yomuntu siqu njengedatha yokuhlola.

Inketho 1: Hlola ezinye izindlela

Inketho yokuqala ukuhlola ezinye izindlela zokuthola imiphumela efanayo ngaphandle kokusebenzisa idatha yomuntu siqu. Lokhu kungase kuhlanganise ukusebenzisa idatha etholakala esidlangalaleni noma ukudala ukulingisa okulingisa ukuziphatha kwedatha yomhlaba wangempela. Nakuba lokhu kungase kungenzeki ngaso sonke isikhathi, kufanelekile ukucabangela ngaphambi kokusebenzisa idatha yomuntu siqu.

Inketho 2: Sebenzisa Idatha Yokwenziwa

Enye enye indlela kudatha yomuntu siqu idatha yokwenziwa. Lokhu kuhlanganisa ukudala amasethi edatha aklanyelwe ukulingisa idatha yomhlaba wangempela, kodwa angaqukathi noma yiluphi ulwazi lomuntu siqu. Idatha yokwenziwa ingadalwa kusetshenziswa amasu ahlukahlukene, njengamanethiwekhi akhiqizayo adversarial (ama-GAN) noma amahlathi angahleliwe. Nakuba idatha yokwenziwa ingase ingakwazi ukuphindaphinda idatha yomhlaba wangempela, isengaba usizo ekuhloleni nasekuhlaziyeni.

Inketho 3: Yenza Susa igama

Inketho yesithathu ukusebenzisa idatha engaziwa ngokuphelele. Lokhu kuhilela ukususa lonke ulwazi lomuntu siqu kusethi yedatha, ukuze ingasakwazi ukusetshenziselwa ukukhomba abantu ngabanye. Ukungaziwa kungafinyelelwa ngamasu afana nokufihla idatha, lapho idatha ebucayi ithathelwa indawo idatha engazweli, noma ukuhlanganiswa, lapho idatha iqoqwa ndawonye ukuze kuvinjelwe ukukhonjwa kwabantu ngabanye. Nakuba ukungaziwa kungasebenza kahle, kubalulekile ukuqaphela ukuthi kuhlale kunengozi yokuphinda ukhonjwe uma idatha ingaziwa ngendlela efanele.

Isiphetho

Ukusebenzisa idatha yomuntu siqu njengedatha yokuhlola kufika nezingozi ezingokomthetho nezokuziphatha, kodwa kukhona ezinye izindlela ezitholakalayo. Ngokuhlola ezinye izindlela, kusetshenziswa idatha yokwenziwa, noma ukwenza idatha ingaziwa, kungenzeka ukuhlola nokuhlaziya idatha ngaphandle kokufaka engozini ubumfihlo babantu. Kubalulekile ukukhetha inketho evumelana kangcono nenhloso yedatha, nokuqinisekisa ukuthi konke ukucatshangelwa kwezomthetho nokuziphatha kuyacatshangelwa.