Present and Future

S. Bellovin
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Abstract

We all build models all the time. When we think about how a listener i5 likely to respond to what we say, we are using a "model" of that person's response (which we update every time we run an "experimentw-that is, have a conversation). We link cells together in spreadsheets at the office; we draw maps to provide directions for others. Every good salespersoi~ has a model of how a customer is likely to respond to different types of selling propositions. And every time we say, "I think that the best thing to do in that situation is X," we have used some model-based approach to determine that X was likely to be a better action than Y in that particular situation. However, we seem to use the same word, model, for a variety of things. What I will try to describe is how I classify formal models in marketing. I will then identify what areas of marketing have attracted notable quantitative model building efforts in the last decade and what the achievements in those areas have been. I will close with a look ahead.
现在和未来
我们一直都在建立模型。当我们考虑一个听众可能会对我们所说的话做出怎样的反应时,我们使用的是那个人的反应的“模型”(我们每次进行“实验”——也就是谈话——时都会更新这个模型)。我们在办公室将电子表格中的单元格连接在一起;我们画地图是为了给别人指路。每一个优秀的销售人员都有一个模型,知道顾客可能会对不同类型的销售主张作出怎样的反应。每次我们说,“我认为在这种情况下最好的做法是X”,我们已经使用了一些基于模型的方法来确定在这种特定情况下,X可能是比Y更好的行为。然而,我们似乎用同一个词,模型,对各种各样的事情。我要描述的是我是如何对市场营销中的正式模型进行分类的。然后,我将指出在过去十年中,哪些营销领域吸引了显著的定量模型构建工作,以及这些领域的成就。我将以展望未来作为结束。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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