對話動作已於 2023 年 6 月 13 日淘汰。詳情請參閱「
對話動作已淘汰」。
排序各項可能的回應
透過集合功能整理內容
你可以依據偏好儲存及分類內容。
許多信號有助於 Google 助理對可用回應進行排名,包括下列主要因素:
- 對於理解使用者的要求有多少把握。
- 是否真的可以透過某種特定方式解讀要求。
- 先前使用者的類似要求對特定回應的滿意程度。
- 您最近曾建立回應,協助您取得各種高品質的高品質回應。
- 回應內容在所用裝置上的呈現效果。舉例來說,專為螢幕使用的裝置最佳化的回應,在揚聲器上的排名可能會較低。在內建 Google 助理的合作夥伴裝置上,如果你要求提供特定裝置的特定內容 (例如,變更音量或播放電影),裝置製造商可能會處理回應中的幾項或全部回應,以提供最佳使用者體驗。
- 最近提過的要求。例如,如果你說「Ok Google,五分鐘的計時器就開始」,然後在你說出「Ok Google,停止」後,Google 助理就可能會根據先前的要求瞭解你的意思。
- 你目前在裝置上執行的操作,例如在詢問 Google 助理時開啟的應用程式,或是 Google 助理已經為你提供協助。舉例來說,如果你正在聽音樂,然後說「Ok Google,略過」,Google 助理就會跳到下一首歌。同樣地,如果您正透過 Google 助理預訂餐廳,但您的預訂優先順序會高於其他可能的回覆。
- 在少數情況下,我們可能會手動選出部分高品質回應,藉此提高排名,藉此改善使用者體驗。舉例來說,為了協助使用者即時取得 COVID-19 相關資訊,並緩解可能危害公共安全的不實資訊,我們可能會從世界衛生組織和政府衛生主管機關等可靠來源收集資訊。
這些主要排名因素會依據您如何與 Google 助理和個人偏好的方式進行加權,如下所述。
除非另有註明,否則本頁面中的內容是採用創用 CC 姓名標示 4.0 授權,程式碼範例則為阿帕契 2.0 授權。詳情請參閱《Google Developers 網站政策》。Java 是 Oracle 和/或其關聯企業的註冊商標。
上次更新時間:2025-07-25 (世界標準時間)。
[null,null,["上次更新時間:2025-07-25 (世界標準時間)。"],[[["\u003cp\u003eGoogle Assistant prioritizes responses based on understanding your request, response availability, user satisfaction, and response recency.\u003c/p\u003e\n"],["\u003cp\u003eDevice type, recent interactions, current activity, and occasional manual curation also influence response ranking.\u003c/p\u003e\n"],["\u003cp\u003eResponse ranking considers factors like how well Assistant understands your request and how satisfied previous users were with similar responses.\u003c/p\u003e\n"],["\u003cp\u003eAssistant uses context from previous interactions and current device activity to better understand your requests and provide relevant responses.\u003c/p\u003e\n"],["\u003cp\u003eIn some cases, high-quality responses are manually curated to ensure accuracy and user safety, especially for critical topics like public health.\u003c/p\u003e\n"]]],[],null,["# Ranking the available responses\n\nMany signals help Assistant rank the available responses, including the\nfollowing main factors:\n\n- How sure Assistant is that it understood what you asked.\n- Whether a response is actually available for a particular interpretation of your request.\n- How satisfied previous users were with a particular response to similar requests.\n- How recently the response was created, to help you get a variety of fresh, high-quality responses.\n- How well a response works on the device that you are using. For example, responses that are optimized for devices with screens are likely to be ranked lower on speakers. On a partner device where Assistant is built-in, if you ask for something specific to that device, such as changing the volume or playing a movie, the device manufacturer may handle some or all of the response, according to what the partner decides is the best user experience.\n- What else you asked for recently. For example, if you say, \"Hey Google, start a five minute timer,\" and then shortly after say, \"Hey Google, stop,\" Assistant may use your earlier request to understand what you mean.\n- What you are currently doing on your device, such as which app you have open when you ask Assistant for help, or what Assistant is already helping you with. For example, if you are listening to music and you say \"Hey Google, skip,\" Assistant jumps to the next song. Similarly, if you are part of the way through making a restaurant reservation using Assistant, it prioritizes completing the reservation above other possible responses.\n- In limited circumstances, some high-quality responses may be manually curated to rank higher, for the purpose of improving the user experience. For example, to help users get timely information about COVID-19 and mitigate misinformation that could risk public safety, we may curate information from authoritative sources like the World Health Organization and governmental health authorities.\n\nThese main factors for ranking are weighted differently based on how you're\nengaging Assistant and your personal preferences, as explained below."]]