如今，在改善零售網站上的使用者體驗時可以使用的最強大的工具之一是個性化。預測分析是在企業的網站上實現高度個性化，並獲得使用者尊重的最佳方法之一。有時向客戶推薦合適的產品以幫助完成銷售可能具有挑戰性;但是，預測分析可以讓企業更輕鬆地在逐個使用者的基礎上執行這一操作，其方法是使用機器學習來詳細瞭解某個特定使用者的偏好和行為特徵。然後，在根據他們過去的瀏覽習慣、購買、搜尋等建議他們可能感興趣的產品時，會使用這些資訊。

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