知識圖譜在小米的應用與探索

{"type":"doc","content":[{"type":"paragraph","attrs":{"indent":0,"number":0,"align":null,"origin":null},"content":[{"type":"text","marks":[{"type":"strong"}],"text":"導讀"},{"type":"text","text":"： 小米知識圖譜於2017年創立，已支持公司了每天億級的訪問，已賦能小愛同學，小米有品、智能問答、用戶畫像、虛擬助手、智能客服等互聯網產品。通過引入知識圖譜，這些產品在內容理解、用戶理解、實體推薦等方面都有了顯著的效果提升。本文的主要內容包括："}]},{"type":"paragraph","attrs":{"indent":0,"number":0,"align":null,"origin":null}},{"type":"bulletedlist","content":[{"type":"listitem","attrs":{"listStyle":null},"content":[{"type":"paragraph","attrs":{"indent":0,"number":0,"align":null,"origin":null},"content":[{"type":"text","text":"小米知識圖譜介紹：包括小米的商業模式、小米人工智能部、知識圖譜在人工智能部的定位、小米知識圖譜的發展歷程、以及小米知識圖譜的落地場景。"}]}]},{"type":"listitem","attrs":{"listStyle":null},"content":[{"type":"paragraph","attrs":{"indent":0,"number":0,"align":null,"origin":null},"content":[{"type":"text","text":"小米知識圖譜關鍵技術：小米知識圖譜在成長過程中的技術積累。"}]}]},{"type":"listitem","attrs":{"listStyle":null},"content":[{"type":"paragraph","attrs":{"indent":0,"number":0,"align":null,"origin":null},"content":[{"type":"text","text":"小米行業知識圖譜探索：結合業務，跟大家分享下小米在行業圖譜上的探索。"}]}]}]},{"type":"paragraph","attrs":{"indent":0,"number":0,"align":null,"origin":null}},{"type":"heading","attrs":{"align":null,"level":2},"content":[{"type":"text","text":"01 小米知識圖譜介紹"}]},{"type":"paragraph","attrs":{"indent":0,"number":0,"align":null,"origin":null}},{"type":"paragraph","attrs":{"indent":0,"number":0,"align":null,"origin":null},"content":[{"type":"text","marks":[{"type":"strong"}],"text":"1. 小米知識圖譜介紹"}]},{"type":"paragraph","attrs":{"indent":0,"number":0,"align":null,"origin":null}},{"type":"image","attrs":{"src":"https:\/\/static001.infoq.cn\/resource\/image\/d8\/5a\/d8c27567ec4361400c98c3e0023f7a5a.png","alt":null,"title":null,"style":null,"href":null,"fromPaste":true,"pastePass":false}},{"type":"paragraph","attrs":{"indent":0,"number":0,"align":null,"origin":null}},{"type":"paragraph","attrs":{"indent":0,"number":0,"align":null,"origin":null},"content":[{"type":"text","text":"在瞭解小米知識圖譜之前，先介紹下小米的商業模式。小米在商業模式上提出硬件+新零售+互聯網鐵人三項的商業模式。這種商業模式下有像手機、小米音箱類的智能硬件；有米商城，有品電商這樣的新零售；還有像人工智能這樣的互聯網服務。三者相扶相持，相互促進，是一種閉環的生態模式，在這種生態模式下，有很多潛在的應用場景，對人工智能，對內容和知識有很多訴求。"}]},{"type":"paragraph","attrs":{"indent":0,"number":0,"align":null,"origin":null}},{"type":"image","attrs":{"src":"https:\/\/static001.infoq.cn\/resource\/image\/cc\/c9\/cc211c6f919ab10b1c121d6124d727c9.png","alt":null,"title":null,"style":null,"href":null,"fromPaste":true,"pastePass":false}},{"type":"paragraph","attrs":{"indent":0,"number":0,"align":null,"origin":null}},{"type":"paragraph","attrs":{"indent":0,"number":0,"align":null,"origin":null},"content":[{"type":"text","text":"小米人工智能部已經構建了完整的中臺體系，囊括了視覺、NLP、知識圖譜、語音、深度學習等底層的基礎能力，其中知識圖譜就處於這一層。"}]},{"type":"paragraph","attrs":{"indent":0,"number":0,"align":null,"origin":null}}]}