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商品編號： R2005L 出版日期： 2020/09/01 作者姓名： Agrawal, Ajay;Gans, Joshua;Goldfarb, Avi 商品類別： Other 商品規格： 再版日期： 地域： 產業： Information technology and telecom sector 個案年度： -
商品敘述：
Many companies can dramatically improve their products and services by using machine learning-an application of artificial intelligence that involves generating predictions from data inputs. Amazon, Google, and other tech giants are already experts at taking advantage of this technology. Smaller enterprises and late entrants, however, may be unsure how to do likewise to gain market share for themselves. This article suggests that early movers will be successful if they have enough training data to make accurate predictions and if they can improve their algorithms by quickly incorporating feedback derived from customers'' behavior. Latecomers will need a different approach to be competitive: The secret for them is to find untapped sources of training or feedback data, or to differentiate themselves by tailoring predictions to a special niche.
涵蓋領域：
Technology and analytics;Competitive strategy;Product management;AI and machine learning;Joint ventures;Search engines;Strategy;Systems theory;Predictive analytics
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