TY - CPAPER
KW - Block-chain
KW - Blockchain
KW - Computation theory
KW - Cross-platform
KW - Cultural communication entropy
KW - Digital humanities
KW - Digital humanity technology
KW - Ecosystems
KW - Entropy
KW - Historic preservation
KW - Intangible cultural heritages
KW - Intelligent ecology theory
KW - Modeling analyzes
KW - Quantitative models
KW - Spatio-temporal dimensions
AU - Qianjiang Wang
AU - Lixian Yang
AB - Based on the Intelligent Ecology Theory and Digital Humanities Technology, this study proposes Cultural Communication Entropy (CCE), a quantitative model for evaluating intangible cultural heritage (ICH) dissemination. The framework integrates spatiotemporal dimensions-open systems, nonlinear interactions, and dynamic entropy-through three core indicators: Communication Efficiency Entropy (E\textlessinf\textgreatere\textless/inf\textgreater), Information Fidelity Entropy (E\textlessinf\textgreaterf\textless/inf\textgreater), and Interaction Quality Entropy (E\textlessinf\textgreateri\textless/inf\textgreater). Empirical analysis of 5,000 official and 1,000 control videos from Douyin revealed critical patterns: (1) Exponential decay of E\textlessinf\textgreatere\textless/inf\textgreater with a 32\% acceleration post- 72 hours (attributed to platform algorithms); (2) Official content exhibited higher entropy stability (Median E\textlessinf\textgreateri\textless/inf\textgreater=1.45 vs. 1.12, Cohen s d=1.05); (3) High-entropy videos outperformed low-entropy counterparts in cross-platform sharing (23\% vs. 12\%) and cultural depth (E\textlessinf\textgreaterculture\textless/inf\textgreater=0.736 vs. 0.412). The model integrates LSTM path prediction and blockchain-enhanced fidelity optimization, validated via cross-platform API synchronization (Bilibili, r = 0.79) and blockchain-encrypted data verification.
DO - 10.1109/ISCAIT64916.2025.11010323
N1 - Type: Conference paper
N2 - Based on the Intelligent Ecology Theory and Digital Humanities Technology, this study proposes Cultural Communication Entropy (CCE), a quantitative model for evaluating intangible cultural heritage (ICH) dissemination. The framework integrates spatiotemporal dimensions-open systems, nonlinear interactions, and dynamic entropy-through three core indicators: Communication Efficiency Entropy (E\textlessinf\textgreatere\textless/inf\textgreater), Information Fidelity Entropy (E\textlessinf\textgreaterf\textless/inf\textgreater), and Interaction Quality Entropy (E\textlessinf\textgreateri\textless/inf\textgreater). Empirical analysis of 5,000 official and 1,000 control videos from Douyin revealed critical patterns: (1) Exponential decay of E\textlessinf\textgreatere\textless/inf\textgreater with a 32\% acceleration post- 72 hours (attributed to platform algorithms); (2) Official content exhibited higher entropy stability (Median E\textlessinf\textgreateri\textless/inf\textgreater=1.45 vs. 1.12, Cohen s d=1.05); (3) High-entropy videos outperformed low-entropy counterparts in cross-platform sharing (23\% vs. 12\%) and cultural depth (E\textlessinf\textgreaterculture\textless/inf\textgreater=0.736 vs. 0.412). The model integrates LSTM path prediction and blockchain-enhanced fidelity optimization, validated via cross-platform API synchronization (Bilibili, r = 0.79) and blockchain-encrypted data verification.
SP - 1658
EP - 1662
TI - Model Analysis of Communication Entropy of Intangible Cultural Heritage within a Smart Ecosystem Framework
UR - https://www.scopus.com/inward/record.uri?eid=2-s2.0-105010183518&doi=10.1109%2FISCAIT64916.2025.11010323&partnerID=40&md5=4a36d180c0353eb05384af0f82968113
ER -