Creative work systems and methods thereof

A system for measuring cognitive load of a user creating a creative work in a creative work system, comprising at least one non-transitory computer readable medium storing instructions which, when executed by one or more processors, cause the one or more processors to perform operations comprising:

• generating at least one verbal statement capable of provoking at least one verbal response from the user by:
• applying a candidate verbal statement algorithm configured to generate one or more candidate verbal statements;
• applying a conversation algorithm configured to generate for each candidate verbal statement one or more predicted verbal responses and corresponding one or more response probabilities, thereby generating, for each candidate verbal statement, a list of predicted verbal responses and a vector of response probabilities RPV;
• applying a predicted verbal response assessment algorithm configured to assign a response score to each predicted verbal response, thereby generating, for each candidate verbal statement, a vector of response scores;
• and
• applying a verbal response selection algorithm configured to select one of the one or more candidate verbal statements based on the one or more vectors of response probabilities and on the one or more vectors of response scores, thereby generating the at least one verbal statement based on the at least one predicted verbal response suitable for determining the cognitive load of the user;
• prompting the user to vocally interact with the creative work system by vocalizing the at least one generated verbal statement to the user via an audio interface of the creative work system;
• obtaining the at least one verbal response from the user via the audio interface;
• and
• determining the cognitive load of the user based on the at least one verbal response obtained from the user.

An apparatus comprising:

• at least one processor;
• and
• at least one memory including computer program code for one or more programs,
• the at least one memory and the computer program code configured to, with the at least one processor, cause the apparatus to perform at least the following,
• generate at least one verbal statement capable of provoking at least one verbal response from a user by:
• apply a candidate verbal statement algorithm configured to generate one or more candidate verbal statements;
• apply a conversation algorithm configured to generate for each candidate verbal statement one or more predicted verbal responses and corresponding one or more response probabilities, thereby generating, for each candidate verbal statement, a list of predicted verbal responses and a vector of response probabilities RPV;
• apply a predicted verbal response assessment algorithm configured to assign a response score to each predicted verbal response, thereby generating, for each candidate verbal statement, a vector of response scores;
• and
• apply a verbal response selection algorithm configured to select one of the one or more candidate verbal statements based on the one or more vectors of response probabilities and on the one or more vectors of response scores, thereby generating the at least one verbal statement based on the at least one predicted verbal response suitable for determining a cognitive load of the user;
• prompt the user to vocally interact with a creative work system by vocalizing the at least one generated verbal statement to the user via an audio interface of the creative work system;
• obtain the at least one verbal response from the user via the audio interface;
• and
• determine a cognitive load of the user based on the at least one verbal response obtained from the user.