高齡社會的長者照護是我國的重要議題，其中情緒障礙與失智症造成了許多長者、家屬與社會的負擔。隨著人工智慧的普及，許多方法可用於快速找出失智症的前期徵兆，人工智慧能夠分析上表情與言語中包含的情緒資訊，也能夠判斷人體姿態與運動表現，結合機器人平台這些技術都可用於建立人性化的人機互動系統。

In our country, elderly care in an aging society is a critical issue, with emotional disorders and dementia posing significant burdens on many seniors, their families, and society at large. With the widespread adoption of artificial intelligence, numerous methodologies have emerged to swiftly detect early signs of dementia. Artificial intelligence can analyze emotional cues within facial expressions and speech, as well as assess human body posture and movement. The integration of these technologies into robotics platforms can be employed to establish a personalized human-machine interaction system.