Digitizing human behavior in business model innovation

Krasimir Tonchev, P. Lindgren, A. Manolova, N. Neshov, V. Poulkov
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引用次数: 9

Abstract

The ability to develop innovative Business Models (BM) has become the cornerstone for the competitiveness of many successful business entities. Business Model Innovation (BMI) appears even more important as digitalization affect all areas of life and lead to new ways of working, communicating and cooperating in this digital world of Industry 4.0. Thanks to new technologies today businesses are connected in physical, digital and virtual networks, therefor the cooperation between businesses and academia and the use of competences across different domains will strengthen the BMI. One main challenge of digitization of BMI is modelling human behavior and cognitive processes into logical expressions that can be digitized and automated. The objective of this paper is to develop a conceptual model of an agile business model innovation learning environment which can be easily adapted by businesses utilizing sensors and machine learning techniques to observe, analyse and predict human behavior and facilitate the BMI development. The proposed technology backbone is a cloud-based sensing business model and sensing business model innovation room embedded with advanced mobile and wireless sensors, both environmental and wearable by the participants.
数字化商业模式创新中的人类行为
开发创新商业模式(BM)的能力已成为许多成功商业实体竞争力的基石。随着数字化影响到生活的各个领域,并在工业4.0的数字世界中带来新的工作、沟通和合作方式,商业模式创新(BMI)显得更加重要。由于今天的新技术,企业在物理、数字和虚拟网络中联系在一起,因此企业与学术界之间的合作以及不同领域能力的使用将加强BMI。BMI数字化的一个主要挑战是将人类行为和认知过程建模为可数字化和自动化的逻辑表达。本文的目的是开发一个敏捷商业模式创新学习环境的概念模型,该环境可以很容易地被企业利用传感器和机器学习技术来观察、分析和预测人类行为,并促进BMI的发展。提议的技术骨干是基于云的传感商业模式和传感商业模式创新室,嵌入先进的移动和无线传感器,既环保又可穿戴。
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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