%0 Journal Article %J Technology Innovation Management Review %D 2019 %T Conceptualizing a New Domain Using Topic Modeling and Concept Mapping: A Case Study of Managed Security Services for Small Businesses %A Michael Weiss %A Steven Muegge %X The objective of this paper is to show how topic modeling and concept mapping can be used to conduct a literature review in a new domain. The paper makes two contributions. First, it uses topic modeling to map out the literature in the new domain. Topic modeling provides an alternative to manual clustering of articles and allows the identification of non-obvious connections between ideas expressed in a collection of articles. Second, it identifies the underlying concepts in the new domain and their relationships by creating a concept map from the extracted topics . As a case study, the paper reviews the recent literature in the intersection of managed security services and small businesses. In particular, it identifies elements of the managed security services concept as it applies to small businesses. The audience of the paper includes anyone who is exploring a new domain by reviewing the literature, and in particular, students, researchers, and members of industrial R&D projects. %B Technology Innovation Management Review %I Talent First Network %C Ottawa %V 9 %P 55-64 %8 08/2019 %G eng %U https://timreview.ca/article/1261 %N 8 %1

Carleton University

Michael Weiss holds a faculty appointment in the Department of Systems and Computer Engineering at Carleton University, and is a member of the Technology Innovation Management program. His research interests include open source ecosystems, mashups/Web 2.0, business process modeling, social network analysis, and product architecture and design. Michael has published on the evolution of open source communities, licensing of open services, and innovation in the mashup ecosystem.

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Carleton University

Steven Muegge is an Associate Professor of Entrepreneurship at Carleton University in Ottawa, Canada. Dr. Muegge leads an active research program in technology entrepreneurship within the Technology Innovation Management (TIM) program. His research, teaching, and community service interests include platforms, communities, and business ecosystems, and the business models of technology entrepreneurs, especially in early-stage product-market spaces. Dr. Muegge holds a Bachelor of Engineering degree in Engineering Physics from McMaster University, a Master of Engineering degree in Telecommunications Technology Management from Carleton University, and a Ph.D. in Management from Carleton University.

%R http://doi.org/10.22215/timreview/1261