计算机与网络

聚焦多模态人机交互的核心评价问题，详细梳理了相关定义与理论框架，深入剖析了现有交互技术和模式。针对多维度评估指标，综合考虑效率、准确性及用户体验与满意度，阐述了评估指标体系的构建与应用。通过案例分析和实例对比，揭示了现行评估方法的应用场景与局限性，为评估工具的选择提供了实证指导。同时，讨论了多模态交互评估面临的挑战及未来发展趋势，提出了相关研究的未来方向，对促进多模态交互技术的优化与普及有着不可忽视的意义，且为相关学科提供了宝贵的理论支持与实践指导。

Highlighting the core evaluation of multimodal human-computer interaction, the relevant definitions and theoretical framework are provided in detail, and the existing interaction technologies and modes are deeply analyzed. For the multi-dimensional evaluation indicators, efficiency, accuracy, user experience and satisfaction are comprehensively taken into consideration, with the construction and application of the evaluation indicator system expounded as well. Through case analysis and example comparison, the application scenarios and limitations of the current evaluation methods are revealed, which provides empirical guidance for the selection of evaluation tools. At the same time, the challenges and future trends of multimodal interaction evaluation are discussed, and the possible directions of related researches are put forward. This research is of great significance to promoting the optimization and popularization of the multimodal interaction technology, offering valuable theoretical support and practical guidance to related disciplines.