IMotions’ Automatic Facial Recognition and Text-Based Content Analysis of Basic Emotions and Empathy in the Application of the Interactive Neurocommunicative Technique LNCBT (Line and Numbered Concordant Basic Text)

This research paper focuses on the effectiveness of the Line Numbered Concordant Basic Text (LNCBT) of Narcotics Anonymous as an interactive neurocommunicative and gamificated technique to generate empathic emotions through its process and application. The LNCBT is studied as an effective educational, neurocommunicational and behavioral change technique for recovery from addictions. Firstly, it was analyzed through Facial Action Coding System (FACS) using the iMotions Software. Secondly, the FACS results were also contrasted with text-based content analysis to confirm the relationship between empathic emotions and the prose contained in the LNCBT, which the subjects selected through an interactive communicative and game-based learning process: writing the numbers of their favorite sentences that they related with and sharing about them. The analyzed data suggest that LNCBT technique activates emotional empathy, including the ability of identifying through written text and verbal and nonverbal expressions. Results confirmed multiple complex emotional flow from recognizing negative emotions, at the beginning, to more positive emotions, at the end of the technique. From middle time of the technique to the last moments the research observed more balanced emotional states, once the negative experiences were recognized and shared at the beginning. At the end of the experience joy predominates (75%–85% of time) while emotions like anger or disgust tend to diminish. Finally, the text-based content analysis method found data that also suggests that the subjects, during the completion of the LNCBT technique, felt a positive emotional flow towards empathy, a collective, nonjudgmental and shared balance emotional state. The results suggest that the interactive neurocommunicative technique of LNCBT therapeutically supports recovery from the addictive process, from the isolated self-centered obsessive and compulsive emotional state towards a more empathic collective state.


Neurocommunications Social brain Connective intelligence Empathic imagination Narcotics anonymous Recovery from addictions Interactive communications LNCBT FACS iMotions Empathy and emotion Gamification Automatic facial emotion recognition Emotional Text-based content Behavior change techniques 

Have you done Research with iMotions?

We want to do more for researchers. Please contact us if you have done research using the iMotions Software Platform and would like to be featured here on our publications list and promoted to our community.

Learn more about the technologies used