期刊論文
| 學年 | 114 |
|---|---|
| 學期 | 1 |
| 出版（發表）日期 | 2025-11-17 |
| 作品名稱 | Application of FAHP–QFD–NLP Hybrid Decision Model in Assessment of Priority Strategies of Corporate Sustainability |
| 作品名稱（其他語言） | |
| 著者 | Yin-Yin Huang; Tsai-Sung Lin; Jingchao Pan; Minh T. N. Nguyen; Ruey-Chyn Tsaur |
| 單位 | |
| 出版者 | |
| 著錄名稱、卷期、頁數 | International Journal of Computational Intelligence System 18, 297 |
| 摘要 | This study presents a structured decision-making framework to evaluate and prioritize corporate sustainability actions under the triple bottom line, encompassing economic performance, social value, and environmental responsibility. First, we use fuzzy analytic hierarchy process to determine the relative importance of sub-criteria across TBL dimensions based on expert judgments and selection. Second, we use quality function deployment to translate those weighted priorities into ranked indicators by the house of quality. Finally, using natural language processing, we employ BERT semantic similarity models and assess the alignment between the model’s recommended actions and actual corporate sustainability disclosures across 10 publicly listed companies. The integrated framework enables a systematic comparison between ideal strategic priorities and practical implementation. By aggregating expert-derived priorities and disclosure-based alignment, the model provides a quantitative basis for benchmarking firms and identifying gaps between intention and action. This approach offers a replicable, data-driven method for evaluating corporate sustainability strategies within the TBL structure. |
| 關鍵字 | Triple bottom line; Fuzzy analytic hierarchy process; Quality function deployment; House of quality; Natural language processing |
| 語言 | en |
| ISSN | 1875-6883 |
| 期刊性質 | 國外 |
| 收錄於 | SCI |
| 產學合作 | |
| 通訊作者 | |
| 審稿制度 | 否 |
| 國別 | CHE |
| 公開徵稿 | |
| 出版型式 | ,電子版 |
| 相關連結 |
機構典藏連結 ( http://tkuir.lib.tku.edu.tw:8080/dspace/handle/987654321/129461 ) |