论文专业
mixed-initiative
混合主动交互范式，由人与机器共同推进任务、系统根据各自擅长之处动态交接主导权的设计模式。
English Definition
"An interaction paradigm in which human and machine agents collaborate on a task, dynamically exchanging initiative based on each party's strengths."
用法说明 · 针对中文母语者
中文常译作'混合主动'或'混合主导'。核心不是简单的'机器先做、人来改'，而是双方可以多次动态协商。
常见错误
- ·误以为只是半自动（semi-automatic）
- ·拼写成 mixed initiative（中间应有连字符）
真实用例 · 3 条
"Mixed-initiative systems [20, 31, 50, 55] combine machine learning models and interactive verification."
论文Pipeline extracted — review needed·对 mixed-initiative system 的机制描述
"Existing interactive tools are reliable but tedious, and mixed-initiative systems, while more efficient, lack generalizability."
论文Pipeline extracted — review needed·对比交互工具与混合主动系统的优劣
"our user study further shows that MLLM-based extraction can effectively support mixed-initiative workflows for reliable chart data extraction."
论文Pipeline extracted — review needed·说明模型可融入混合主动工作流
由 pipeline 自动采集，待人工 review