AI-Based Dream Pattern Decoder Using Jung and Freud Theory
DMPedia Lecture Notes in Multidisciplinary Research April 7, 2026 Jatin Kumar Singh, Anirudh Sharma, Teena Verma
A computational system combining artificial intelligence with classical psychoanalytic concepts from Sigmund Freud and Carl Jung interprets dream narratives. Using natural language processing, the system analyzes written dream reports to identify recurring themes, emotions, and symbolic patterns reflecting personal and collective psychological meanings. Freud's manifest and latent content framework helps uncover hidden desires and suppressed emotions, while Jung's archetype model supports recognition of universal symbols like Shadow, Anima, or Self. The model was trained and evaluated on dream-related datasets. The findings suggest AI-based interpretation can complement traditional psychoanalysis by offering a consistent, data-driven, and scalable tool for research and mental health applications.