识别市场细分的粗结构与细结构

Identifying the Coarse and Fine Structures of Market Segments

DECISION SCIENCES · 1988
被引 19
人大 AABS 3

中文导读

提出一种新的市场细分表示方法,将群体间的嵌套关系分为粗、细两个层次,并用人工和实际调查数据验证了该方法在营销决策中的实用性。

Abstract

ABSTRACT Numerical taxonomy methods have been used to represent marketing data in one of four ways: as discrete groups, dendograms, overlapping groups, or fuzzy classification schemes. This paper introduces a fifth representation—a nested relationship between groups at two (or more) discontinuous levels of aggregation. In the context of a market segmentation application, we call these groups the coarse and fine structures of the market. This paper discusses why this fifth representation is needed and how it differs from existing approaches. The method is illustrated by using it to recover the coarse/fine structures of artificial and actual survey data. The results obtained with the survey data demonstrate the theoretical and practical power of the proposed approach, which provides useful insight into certain marketing decisions. Steps to further validate and extend this new approach to market segmentation are outlined.

市场细分数据挖掘机器学习营销决策