@article{ART003348232},
author={Jeong Yon Shim},
title={KEN Computational framework based Chain_of_Thought Reasoning},
journal={ Journal of Software Forensics},
issn={3092-541X},
year={2026},
volume={22},
number={2},
pages={155-163},
doi={10.29056/jsf.2026.06.14}
TY - JOUR
AU - Jeong Yon Shim
TI - KEN Computational framework based Chain_of_Thought Reasoning
JO - Journal of Software Forensics
PY - 2026
VL - 22
IS - 2
PB - Korea Software Assessment and Valuation Society
SP - 155
EP - 163
SN - 3092-541X
AB - Despite rapid advancements in artificial intelligence, existing symbolic and non-symbolic automated reasoning engines typically assume an emotionally neutral environment, failing to reflect emotional contexts critical to human cognition. To design a human-friendly and sophisticated AI system, this study proposes the Knowledge Emotion Network (KEN), a computational framework that structurally integrates knowledge structures with emotional elements. The proposed model employs the 3D VAD (Valence-Arousal-Dominance) emotional vector to dynamically adjust the activation thresholds of knowledge nodes and the inference weights of edges, thereby generating situation-sensitive Chains of Thought (CoT). Simulation results demonstrated that positive emotional states lead to deeper and broader exploratory reasoning paths, whereas negative emotions restrict inference to initial stages as a form of risk-aversion behavior. By structurally bridging affective computing and knowledge-based reasoning, this framework is expected to serve as a core intelligence engine for future human-computer interaction (HCI) agents and personalized AI counseling systems.
KW - Knowledge_Emotion Network;CoT;VAD model;Reasoning Path;HCI
DO - 10.29056/jsf.2026.06.14
ER -
Jeong Yon Shim. (2026). KEN Computational framework based Chain_of_Thought Reasoning. Journal of Software Forensics, 22(2), 155-163.
Jeong Yon Shim. 2026, "KEN Computational framework based Chain_of_Thought Reasoning", Journal of Software Forensics, vol.22, no.2 pp.155-163. Available from: doi:10.29056/jsf.2026.06.14
Jeong Yon Shim "KEN Computational framework based Chain_of_Thought Reasoning" Journal of Software Forensics 22.2 pp.155-163 (2026) : 155.
Jeong Yon Shim. KEN Computational framework based Chain_of_Thought Reasoning. 2026; 22(2), 155-163. Available from: doi:10.29056/jsf.2026.06.14
Jeong Yon Shim. "KEN Computational framework based Chain_of_Thought Reasoning" Journal of Software Forensics 22, no.2 (2026) : 155-163.doi: 10.29056/jsf.2026.06.14
Jeong Yon Shim. KEN Computational framework based Chain_of_Thought Reasoning. Journal of Software Forensics, 22(2), 155-163. doi: 10.29056/jsf.2026.06.14
Jeong Yon Shim. KEN Computational framework based Chain_of_Thought Reasoning. Journal of Software Forensics. 2026; 22(2) 155-163. doi: 10.29056/jsf.2026.06.14
Jeong Yon Shim. KEN Computational framework based Chain_of_Thought Reasoning. 2026; 22(2), 155-163. Available from: doi:10.29056/jsf.2026.06.14
Jeong Yon Shim. "KEN Computational framework based Chain_of_Thought Reasoning" Journal of Software Forensics 22, no.2 (2026) : 155-163.doi: 10.29056/jsf.2026.06.14
