Various embodiments relate generally to data science, data analysis, and computer software and systems to apply psychological science and principles to provide an interface, as one of a number of sources of text, for facilitating memory recall, and, more specifically, to a computing and data storage platform that facilitates recall of one or more memories collaboratively and performs in-situ text-based analysis automatically to calculate one or more linguistic measures to predict a cognitive disorder or deficiency. In some examples, a method may include receiving data representing text, classifying words based on a syntactic function to analyze the text, identifying portions of sentences and identifying a source of the text. In some cases, the method includes executing instructions to characterize text and portions of sentences, the characterized data being indicative of a cognitive state or a deficiency thereof.
TEXT-BASED ANALYSIS TO COMPUTE LINGUISTIC MEASURES IN-SITU TO AUTOMATICALLY PREDICT PRESENCE OF A COGNITIVE DISORDER BASED ON AN ADAPTIVE DATA MODEL