In the last decade, the use of Data Sciences, which facilitate decision-making and extraction of actionable insights and knowledge from large datasets in the digital marketing environment, has remarkably increased. However, despite these advances, relevant evidence on the measures to improve the...

This work aims to expand the understanding on the nature of institutional innovation and the goal of knowledge innovation of intellectual property (IP) law in the era of big data (BD) and to avoid the risks of information security in the IP service system. On the basis of the era of BD, the...

The digital environment, which includes the Internet and social networks, is propitious for digital marketing. However, the collection, filtering and analysis of the enormous, constant flow of information on social networks is a major challenge for both academics and practitioners. The aim of...

This study proposes a novel production function of digital empowerment. It constructs a theoretical framework to analyze the digital enabling process for enterprises from the production factor and economic activity aspects. It uses data mining technology to measure the degree of digitalization,...

A wide range of public and private organizations, businesses and individuals throughout the world are experimenting with web-based, GIS, virtual and mobile technologies, often in collaboration with each other in order to develop civic technologies. Online communities form the basis for civic...

To what extent is the likelihood that a Technology-Based Firm - TBF - turns into a Technology-Based and Highly Innovative Firm - TB&InnF - is influenced by technical capabilities or managerial capabilities and education background? We analyse this question using a novel data panel assembled for...

This article examines the nexus between market-sensing capability, knowledge creation, strategic entrepreneurial-orientation and innovation in small and medium sized enterprises (SME). Data was garnered from (n=255) SMEs operating in Jordan and a covariance-based structural equation modelling...

Small and medium-sized enterprises (SMEs) in Taiwan have made undeniable contributions to the rapid economic development of Taiwan over the last decades. In Taiwan's economic system, over 90% of businesses are SMEs. However, with the increasingly severe problems of population aging, labor...

Open innovation has rendered increased interest both in practice and research, and has expanded from dyadic transfers of ideas, to ecosystem levels. Knowledge is at the heart of open innovation, and this paper describes and discusses knowledge-transfer linkages for open innovation. It does so...

The purpose of this special issue is to assemble high quality papers that deepen and boost understanding the role of open innovation and knowledge on business ecosystems development. This special issue includes ten papers specific related to the special issue topic: Open Innovation and Knowledge...