Hoʻokumu ʻia ka mākeke o ka mīkini mīkini karaoke ma 2021 ma ka nui o ka noiʻi lima mua a me ka nānā ʻana i ka ʻikepili e uhi ana i nā ʻoihana nui (e like me ka waiwai puka a me ka puka o ka huahana i hoʻopaʻa ʻia a i ʻole nā ​​ʻoihana i loko o kahi manawa i kuhikuhi ʻia, a pēlā aku. ka lehulehu, kanaka’s pono, kaʻana makahiki, a me ka māhele Hāʻawi mākou i nā mea kūʻai aku i ka mākeke hilinaʻi a me nā ʻikepili pālākiō mākeke a me nā hoʻokolokolo kū i ke kaʻina hana pilikino i hoʻomohala ʻia a me nā ana hoʻohālikelike prospect estimation, a kōkua i nā mea kūʻai aku i ka hoʻokolokolo ʻana i ka nui mākeke nui a me nā Prospect ulu e hāʻawi pono. a me ke kākoʻo mau o ka ʻikepili no ka hoʻomohala ʻana i ka mākeke a me ka manaʻo o ka mahele o ka mākeke.

　　ʻO ka nui o ka mākeke ʻaʻole wale nā ​​kūʻai mākeke o nā huahana mīkini karaoke i loko o kahi pae, akā ʻo ka pālākiō o nā mea hoʻohana a kūʻai paha. Hoʻolālā mākou i ka mākeke e kū nei e pili ana i ka wahi i hoʻokumu ʻia ai nā mīkini karaoke, ke kahua o ka hoʻomohala ʻana, a me ka helu o nā mea hoʻohana; ʻo ka lua, manaʻo mākou i ka mākeke e hiki mai ana ma muli o nā mea hoʻohana a me nā ʻano hoʻomohala o nā mīkini karaoke. ʻO ka mea hope loa, hiki ke ʻike ʻia ka pālākiō o ka mākeke huahana mīkini karaoke.

　　I ka helu ʻana i ka nui o ka mākeke karaoke mīkini, hoʻohana mākou i nā ʻano aʻe

　　 Hoʻokahi, ke kumu ʻimi algorithm kūmole

　　 Huli i ka pālākiō o kēia ʻoihana i ka ʻoihana kumu i hānau mai i kēia ʻoihana, a loaʻa nā ʻike o ka ʻoihana mīkini karaoke ma o ka wehewehe ʻana i ka ʻikepili ʻikepili.

　　 ʻO ka lua, ʻo ka ʻikepili pilina paʻa ikaika algorithm

　　ʻO ka mea i kapa ʻia he pilina ikaika hiki ke hoʻomaopopo ʻia ma ke ʻano he pilina paʻa ma waena o nā kūʻai aku o nā huahana i nā ʻoihana ʻelua. ʻO ke kālailai o ka ʻoihana hoʻohui paʻa me ka mīkini mīkini karaoke e hōʻoia i ka pololei o ka ʻikepili o ka mākeke.

　　 ʻEkolu, koi estimation algorithm

　　 e ana i ka pālākiō o ka mākeke pahuhopu e pili ana i nā pono o nā mea kūʻai pahuhopu o nā huahana mīkini karaoke.

　　 ʻEhā, ʻano hana kālailai Sampling

　　e kahakiʻi i kahi laʻana mai ka heluna kanaka e ka laʻana ʻana, a laila e hōʻike i ke kūlana holoʻokoʻa e pili ana i ka laʻana. ʻO nā laʻana hoʻohālikelike me ka: random sampling, stratified sampling, overall sampling, ʻōnaehana sampling and snowball sampling.

　　 ʻElima, hana hoʻoliʻiliʻi hoʻohua maʻamau

　　Ma muli o ka noiʻi a ka hui noiʻi e pili ana i nā kūʻai aku a me ka mahele o kēlā me kēia mekini (ʻoi aku ke alakaʻi alakaʻi), ua hoʻohuli ʻia ke ana o ka ʻoihana holoʻokoʻa.