Application of Neural Network in Portfolio Product Companies: Integration of Boston Consulting Group Matrix and Ansoff Matrix
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Application of Neural Network in Portfolio Product Companies: Integration of Boston Consulting Group Matrix and Ansoff Matrix

Authors: M. Khajezadeh, M. Saied Fallah Niasar, S. Ali Asli, D. Davani Davari, M. Godarzi, Y. Asgari

Abstract:

This study aims to explore the joint application of both Boston and Ansoff matrices in the operational development of the product. We conduct deep analysis, by utilizing the Artificial Neural Network, to predict the position of the product in the market while the company is interested in increasing its share. The data are gathered from two industries, called hygiene and detergent. In doing so, the effort is being made by investigating the behavior of top player companies and, recommend strategic orientations. In conclusion, this combination analysis is appropriate for operational development; as well, it plays an important role in providing the position of the product in the market for both hygiene and detergent industries. More importantly, it will elaborate on the company’s strategies to increase its market share related to a combination of the Boston Consulting Group (BCG) Matrix and Ansoff Matrix.

Keywords: Artificial neural network, portfolio analysis, BCG matrix, Ansoff matrix.

Digital Object Identifier (DOI): doi.org/10.5281/zenodo.3299381

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References:


[1] Chen, Yuanping, Dengsheng Wu, Jianying Sun, Fengxia Wang, Wenbin Jiao, (2015), “Design, and Implementation of a Scientific Research Funds Analysis Model Based on Boston Matrix”, Procedia Computer Science, Volume 55, 2015, Pages 953-959.
[2] Temmerman, R. (2011). Stars, Problem Children, Dogs and Cash Cows: Evocative Terminology. In Multilingual Business Communication, SYNAPS. Journal of Professional Communication, 26(2), 48-61.
[3] Morrison, A., & Wensley, R. (1991). Boxing Up or Boxed in?: A Short History of the Boston Consulting Group Share/Growth Matrix. Journal of Marketing Management, 7(2), 105-29.
[4] Burgelman, R. A., Maidique, M. A., & Wheelwright, S. C. (2000). Strategic Management of Technology and Innovation (3rd Ed.). New York: McGraw-Hill.
[5] Lu, H., & Zhao, L. (2006). Integrating GIS and BCG Model for Marketing Strategic Planning. The 11th Annual Conference of Asia Pacific Decision Sciences Institute. Hong Kong.
[6] Whittington, R., Johnson, G., Scholes, K. (2008). Exploring Corporate Strategy. 8nd Edition. Harlow: Prentice Hall.
[7] Ansoff, Igor (1957), “Strategies for Diversification,” Harvard Business Review 35(2):113–124.