Isikali semakethe semboni yomshini we-karaoke ngo-2021 sisuselwa kunombolo enkulu yocwaningo lokuqapha nokuqapha idatha okuhlanganisa izimboni ezinkulu (kufaka phakathi inani lokukhipha kanye nelokukhipha komkhiqizo oqondisiwe noma imboni ngesikhathi esithile, njll. inani labantu, abantu’izidingo, ukusatshalaliswa kweminyaka, kanye nesifunda Sinikeza amakhasimende imakethe ethembekile nedatha yemikhakha ehlukanisiwe kanye nezahlulelo zomkhuba ngamamodeli wokulinganisela wemakethe amaningi nokuzithuthukisa, kanye nokusiza amakhasimende ekwahluleleni usayizi wemakethe okuqondiwe nentuthuko Amathemba okuhlinzeka ngokuthembekile nokusekelwa kwedatha okuqhubekayo kwentuthuko yezimakethe kanye nokulinganiselwa kwamasheya.

　　Usayizi wemakethe akuyona kuphela ukuthengiswa kwemakethe kwemikhiqizo yomshini we-karaoke ebangeni elithile, kodwa futhi nesilinganiso sabasebenzisi noma ukuthengisa. Silinganisela imakethe yamanje ngokususelwa endaweni lapho imishini ye-karaoke igxilwe khona, isigaba sokuthuthuka, kanye nenani labasebenzisi; okwesibili, silinganisela imakethe yesikhathi esizayo ngokususelwa kubasebenzisi abangahle babe khona nasekuthuthukisweni kwemishini ye-karaoke. Ekugcineni, isilinganiso sonke semakethe yomkhiqizo womshini we-karaoke singaziwa.

　　Ekubalweni kosayizi wemakethe yomshini we-karaoke, ikakhulukazi sisebenzisa izindlela ezilandelayo

　　 Eyodwa, i-algorithm yomthombo wokuqonda

　　 ilanda isikali semakethe sale mboni emuva embonini yomthombo eyazala le mboni, futhi ithola imininingwane yomkhakha womshini we-karaoke ngokuchazwa kwedatha yomkhakha womthombo.

　　 Okwesibili, i-algorithm yedatha yokuhlobanisa eqinile

　　Lokho okubizwa ngokuthi ukuhlangana okuqinile kungaqondakala njengobudlelwano obuqinile phakathi kokuthengiswa kwemikhiqizo ezimbonini ezimbili. Ukuhlaziywa komkhakha wokuhlanganisa oqinile nemboni yomshini we-karaoke kuqinisekisa ukunemba kwedatha yesikali semakethe.

　　 Okwesithathu, ukufunwa kwe-algorithm yokulinganisa

　　 ukukala isilinganiso semakethe eqondiwe ngokususelwa ezidingweni zamakhasimende ahlosiwe wemikhiqizo yomshini we-karaoke.

　　 Okwesine, indlela yokuhlaziywa kwesampula

　　ukudweba isampula elithile kubantu ngokusampula, bese unikeza isimo sonke ngokuya ngesampula. Izindlela zokusampula ikakhulu zifaka phakathi: izibonelo zalokho okungahleliwe, isampuli ehlukanisiwe, isampula yonke, ukusampula okuhlelekile kanye nesampuli ye-snowball.

　　 Ezinhlanu, indlela ejwayelekile yokudonswa kwe-reverse

　　Ngokuya ngocwaningo lweqembu lokucwaninga ngokuthengisa nakwisabelo semakethe sezinhlobo ngazinye (ikakhulukazi ezihola phambili), isikali salo lonke imboni siyabuyiselwa emuva.