Abstract
Innovative firms attribute a greater role to their financing strategy in explaining their success and they have a different financial make-up for different departments. And different financial make-up reflects different cooperative innovation strategy. Traditional models of cooperative innovation are always streamlined or annular where the relationship of overlapping or inclusion among elements ignored. In this paper, based on the idea of numerical P systems, we modify the traditional model to improve the indivisibility and visualization into the shape of the membrane which is named CI-NP systems. We process the financial data of firms’ development and have found the correlation among various elements and express it based on the case of Shandong, China.
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Gunday, G., Ulusoy, G., Kilic, K., Alpkan, L.: Effects of innovation types on firm performance. Int. J. Prod. Econ. 133(2), 662–676 (2011)
Zhang, X., Song, W.: Structure, evolution and hot spots of cooperation innovation knowledge network. Open J. Appl. Sci. 5(4), 121–134 (2015)
Weiers, G.: Cooperative Innovation. Innovation Through Cooperation (2014)
Van de Ven, A.H.: Central Problems in the Management of Innovation. In: INFORMS (1986)
Chung, H.F.L.: Market orientation, guanxi, and business performance. Ind. Mark. Manage. 40(4), 522–533 (2011)
Zhang, J., Zhu, M.: Market orientation, product innovation and export performance: evidence from Chinese manufacturers. J. Strateg. Mark. 2015(1), 1–21 (2015)
Gil, H.C., You, Y.Y.: Effects of market orientation, internal cooperation practice and process formality on product innovation performance and business performance 9(41) (2016)
Anzoategui, D., Comin, D., Gertler, M., Martinez, J., Anzoategui, D., Comin, D., et al.: Endogenous technology adoption and R&D as sources of business cycle persistence. Nber Working Papers (2016)
Grimpe, C., Sofka, W., Bhargava, M., Chatterjee, R.: R&D, marketing innovation, and new product performance: a mixed methods study. J. Prod. Innov. Manage. 34(3), 360–383 (2017)
Gu, Q., Jiang, W., Wang, G.G.: Effects of external and internal sources on innovation performance in chinese high-tech SMES: a resource-based perspective. J. Eng. Technol. Manage. 40(C), 76–86 (2016)
Corredor, S., Forero, C., Somaya, D.: How external and internal sources of knowledge impact novel and imitative innovation in emerging markets: evidence from Colombia. Adv. Int. Manage. 28, 161–199 (2015)
Polzin, F., Flotow, P.V., Klerkx, L.: Addressing barriers to eco-innovation: exploring the finance mobilisation functions of institutional innovation intermediaries. Technol. Forecast. Soc. Chang. 103, 34–46 (2016)
Stieglitz, N., Heine, K.: Innovations and the role of complementarities in a strategic theory of the firm. Strateg. Manag. J. 28(1), 1–15 (2007)
Dutta, S., Narasimhan, O., Rajiv, S.: Conceptualizing and measuring capabilities: methodology and empirical application. Strateg. Manag. J. 26(3), 277–285 (2005)
Edison, H., Ali, N.B., Torkar, R.: Towards innovation measurement in the software industry. J. Syst. Softw. 86(5), 1390–1407 (2013)
Wu, A.H., Wang, Z., Chen, S.: Impact of specific investments, governance mechanisms and behaviors on the performance of cooperative innovation projects. Int. J. Project Manage. 35(3), 504–515 (2016)
Xiong, J., Li, L.: Knowledge fusion for cooperative innovation from strategic alliances perspective. In: International Conference on Enterprise Information Systems, pp. 498–503 (2016)
Rangus, K., Slavec, A.: The interplay of decentralization, employee involvement and absorptive capacity on firms’ innovation and business performance. Technological Forecasting & Social Change (2017)
Lichtenthaler, U.: Absorptive capacity and firm performance: an integrative framework of benefits and downsides. Technol. Anal. Strateg. Manage. 1–13 (2016)
Savin, I., Egbetokun, A.: Emergence of innovation networks from R&D cooperation with endogenous absorptive capacity. SSRN Electron. J. 64, 82–103 (2016)
Newburry, W., McIntyre, J.R., Xavier, W.: Exploring the interconnections between institutions, innovation, geography, and internationalization in emerging markets. Int. J. Emerg. Markets 11(2), 1 (2016)
Un, G., Un, R.: Membrane Computing and Economics: Numerical P Systems. IOS Press, Amsterdam (2006)
Zhang, Z., Wu, T., Păun, A., Pan, L.: Numerical P Systems with Migrating Variables. Elsevier Science Publishers Ltd. (2016)
Acknowledgments
This work was supported by the Natural Science Foundation of China (No. 61472231), Humanities and Social Sciences Project of Ministry of Education, China (No. 12YJA630152), Social Science Fund of Shandong Province, China (No. 11CGLJ22), Social Science Fund of Shandong Province, China (No. 16BGLJ06), Natural Science Foundation of China (No. 61502283), Natural Science Foundation of China(No. 61640201).
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Chen, P., Liu, X. (2017). A Modified Model of Cooperative Innovation Based on Numerical P Systems - The CI-NP System: An Empirical Study of Shandong, China. In: Pergl, R., Lock, R., Babkin, E., Molhanec, M. (eds) Enterprise and Organizational Modeling and Simulation. EOMAS 2017. Lecture Notes in Business Information Processing, vol 298. Springer, Cham. https://doi.org/10.1007/978-3-319-68185-6_2
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DOI: https://doi.org/10.1007/978-3-319-68185-6_2
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