A Multimodal Ecological Civilization Pattern Recommendation Method Based on Large Language Models and Knowledge Graph

no code implementations • 29 Oct 2023 • Zhihang Yu, Shu Wang, Yunqiang Zhu, Zhiqiang Zou

However, the current representative recommendation methods are not suitable for recommending ecological civilization patterns in a geographical context.

Unveiling Optimal SDG Pathways: An Innovative Approach Leveraging Graph Pruning and Intent Graph for Effective Recommendations

no code implementations • 21 Sep 2023 • Zhihang Yu, Shu Wang, Yunqiang Zhu, Wen Yuan, Xiaoliang Dai, Zhiqiang Zou

However, current recommendation algorithms in the field of computer science fall short in adequately addressing the spatial heterogeneity related to environment and sparsity of regional historical interaction data, which limits their effectiveness in recommending sustainable development patterns.