Jose Palma, Jose M Juarez, Manuel Campos, Roque Marin
Fuzzy theory approach for temporal model-based diagnosis: An application to medical domains
Artificial intelligence in medicine
language universal human ability acquired readily young children otherwise struggle many basics survival yet language ability variable across individuals naturalistic experimental observations suggest childrens linguistic skills vary factors like socioeconomic status childrens gender factors really influence childrens daytoday language use leverage speech technology bigdata approach report unique crosscultural diverse data set 2500 dlong childcentered audiorecordings 1001 2 48moolds 12 countries spanning six continents across urban farmerforager subsistencefarming contexts expected age languagerelevant clinical risks diagnoses predicted much speech speechlike vocalization children produced critically adult talk childrens environments children heard talk adults produced speech contrast previous conclusions based limited sampling methods different set language proxies socioeconomic status operationalized maternal education significantly associated childrens productions first 4 life neither gender multilingualism findings largescale naturalistic data advance understanding factors robust predictors variability speech behaviors young learners wide range everyday contexts