The invention relates to the technical field of
artificial intelligence, in particular to a courseware making method and device based on
artificial intelligence and a storage medium, and the method comprises the steps: constructing a tone problem distribution table based on tone accuracy scores and
machine bias labels; determining a target training
group based on the tone question distribution table, further determining a courseware generation parameter, extracting a recent continuous practice sequence based on the target training group, and further generating a
training intensity adjustment parameter to adjust the courseware generation parameter; constructing an individual cognitive bias error model based on listen-and-read entries in a user historical period, and generating a bias error pair
list; generating training content based on the courseware generation parameters, the target training group, the bias error pair
list and the tone problem distribution table; and arranging a teaching process based on the training content, and generating a courseware script. According to the invention, the pronunciation data, the personal bias mode and the linguistic
knowledge base of the learner can be dynamically combined, and an accurate
closed loop from data diagnosis to targeted teaching is realized.