Disruptive Innovation: A Dedicated Forecasting Framework

被引:1
|
作者
Diab, Sanaa [1 ]
Kanyaru, John [1 ]
Zantout, Hind [1 ]
机构
[1] Heriot Watt Univ, Sch Math & Comp Sci, Dubai, U Arab Emirates
基金
英国工程与自然科学研究理事会;
关键词
Disruptive innovation; Forecasting models; Sales drivers modeling; Social media; Technology market;
D O I
10.1007/978-3-319-19728-9_19
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
This paper describes the design of a forecasting framework to predict disruptive innovations. First, the nature and characteristics of disruptive innovation are presented, as well as the conditions that enable such a phenomenon. Individual factors that feed into disruptive innovations are identified, as well as formulae to allocate quantifiable measurement to these factors. Suitable principles from two existing approaches to forecasting are adopted to put forward a new framework. This will consist of a four-step process that uses both mathematical models and the judgemental method. The findings are based on work that is part of a MSc dissertation [1].
引用
收藏
页码:227 / 237
页数:11
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