Application of FAHP–QFD–NLP Hybrid Decision Model in Assessment of Priority Strategies of Corporate Sustainability
-д хадгалсан:
| -д хэвлэсэн: | International Journal of Computational Intelligence Systems vol. 18, no. 1 (Dec 2025), p. 297 |
|---|---|
| Үндсэн зохиолч: | |
| Бусад зохиолчид: | , , , |
| Хэвлэсэн: |
Springer Nature B.V.
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| Нөхцлүүд: | |
| Онлайн хандалт: | Citation/Abstract Full Text Full Text - PDF |
| Шошгууд: |
Шошго байхгүй, Энэхүү баримтыг шошголох эхний хүн болох!
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MARC
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| 024 | 7 | |a 10.1007/s44196-025-01031-y |2 doi | |
| 035 | |a 3272862200 | ||
| 045 | 2 | |b d20251201 |b d20251231 | |
| 100 | 1 | |a Huang, Yin-Yin |u Nanchang Vocational University, School of Economics and Management, Nanchang City, China | |
| 245 | 1 | |a Application of FAHP–QFD–NLP Hybrid Decision Model in Assessment of Priority Strategies of Corporate Sustainability | |
| 260 | |b Springer Nature B.V. |c Dec 2025 | ||
| 513 | |a Journal Article | ||
| 520 | 3 | |a 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. | |
| 610 | 4 | |a United Nations--UN | |
| 653 | |a Social responsibility | ||
| 653 | |a Corporate culture | ||
| 653 | |a Alignment | ||
| 653 | |a Analytic hierarchy process | ||
| 653 | |a Environmental social & governance | ||
| 653 | |a Fuzzy sets | ||
| 653 | |a Sustainability | ||
| 653 | |a Sustainable development | ||
| 653 | |a Priorities | ||
| 653 | |a Stockholders | ||
| 653 | |a Decision making | ||
| 653 | |a Supply chains | ||
| 653 | |a Compliance | ||
| 653 | |a Stakeholders | ||
| 653 | |a Objectives | ||
| 653 | |a Natural language processing | ||
| 653 | |a Risk management | ||
| 653 | |a Strategic planning | ||
| 653 | |a Quality function deployment | ||
| 653 | |a Investors | ||
| 653 | |a Value creation | ||
| 700 | 1 | |a Lin, Tsai-Sung |u Tamkang University, Department of Management Sciences, New Taipei City, Taiwan (GRID:grid.264580.d) (ISNI:0000 0004 1937 1055) | |
| 700 | 1 | |a Pan, Jingchao |u Jiujiang Polytechnic University of Science and Technology, Gongqing City, China (GRID:grid.264580.d) | |
| 700 | 1 | |a Nguyen, Minh T. N. |u University of Economics and Law, Vietnam National University HCM, Faculty of Business Administration, Ho Chi Minh City, Vietnam (GRID:grid.264580.d) | |
| 700 | 1 | |a Tsaur, Ruey-Chyn |u Tamkang University, Department of Management Sciences, New Taipei City, Taiwan (GRID:grid.264580.d) (ISNI:0000 0004 1937 1055) | |
| 773 | 0 | |t International Journal of Computational Intelligence Systems |g vol. 18, no. 1 (Dec 2025), p. 297 | |
| 786 | 0 | |d ProQuest |t Computer Science Database | |
| 856 | 4 | 1 | |3 Citation/Abstract |u https://www.proquest.com/docview/3272862200/abstract/embedded/7BTGNMKEMPT1V9Z2?source=fedsrch |
| 856 | 4 | 0 | |3 Full Text |u https://www.proquest.com/docview/3272862200/fulltext/embedded/7BTGNMKEMPT1V9Z2?source=fedsrch |
| 856 | 4 | 0 | |3 Full Text - PDF |u https://www.proquest.com/docview/3272862200/fulltextPDF/embedded/7BTGNMKEMPT1V9Z2?source=fedsrch |