Abstract
Social network plays a vital role in Chinese business and is highly valued by business people. However, social network analysis is difficult due to issues in data collection, natural language processing, network detection and construction, data management and mining. Thus, we develop the Corporate Leaders Analytics and Network System (CLANS) to tackle some of these problems. One of the important topics as well as the focus in this paper is Data Management. Data Management is essential in both research and industrial areas, especially for the fields that need text processing, like business domain. Therefore, to achieve appropriate data management in CLANS, we propose a novel approach by integrating the essential XML files and auxiliary databases, with a flexible and extensible data schema. This data schema is the kernel of our data management. It achieves plenty of superiorities, namely, separability, scalability, traceability, distinguishability, version control and maintainability. In brief, we give an overall introduction of CLANS and specifically illustrate its data management mechanism with the data schema in this paper.
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References
Allen, F., J. Qian and M. Qian (2005) “Law, finance, and economic growth in china,” Journal of Financial Economics 77.1: 57–116.
Bray, T., J. Paoli, C. M. Sperberg-McQueen, E. Maler and F. Yergeau (1997) “Extensible markup language (XML),” World Wide Web Journal 2.4: 27–66.
Eddy, S. R. (1998) “Profile hidden markov models,” Bioinformatics 14.9: 755–763.
Iwanami, F. (2006) The structure of interlocking directorates and corporate power in the US and Japan through social network analysis.
Khatri, V. and C. V. Brown (2010) “Designing data governance,” Communications of the ACM 53.1: 148–152.
King, I., J. Li and K. T. Chan (2009) “A brief survey of computational approaches in social computing,” in Neural Networks, 2009. IJCNN 2009. International Joint Conference on IEEE, pp. 1625–1632.
Larcker, D., S. Richardson, A. Seary and A. Tuna (2005) “Back door links between directors and executive compensation,” Back Door Links Between Directors and Executive Compensation (February 2005).
Larcker, D. F., E. C. So and C. C. Wang (2010) Boardroom centrality and stock returns. Citeseer.
Loh, A., T. van der Storm and W. R. Cook (2012) “Managed data: modular strategies for data abstraction,” in Proceedings of the ACM International Symposium on New ideas, new paradigms, and reections on programming and software, ACM, pp. 179–194.
Milaković, M., S. Alfarano and T. Lux (2010) “The small core of the german corporate board network,” Computational & Mathematical Organization Theory 16.2: 201–215.
Mo, M. and I. King (2010) “Exploit of online social networks with community-based graph semi-supervised learning,” in Neural Information Processing. Theory and Algorithms, Springer, pp. 669–678.
Ryan, G. W. and H. R. Bernard (2000) “Data management and analysis methods,” in N. Densin and Y. Lincoln (eds.) Handbook of Qualitative Research, 2nd ed., Sage Publications, Thousand Oaks, CA, pp. 769–802.
Sockut, G. H. and B. R. Iyer (2009) “Online reorganization of databases,” ACM Computing Surveys (CSUR) 41.3: 14.
Uzzi, B. (1999) “Embeddedness in the making of financial capital: How social relations and networks benefit firms seeking financing,” American Sociological Review, pp. 481–505.
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Man, Y., Wang, S., Zhang, T. et al. Introduction to Corporate Leaders Analytics and Network System (CLANS) in China and Its Data Management Mechanism. Evolut Inst Econ Rev 11, 95–104 (2014). https://doi.org/10.14441/eier.110203
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DOI: https://doi.org/10.14441/eier.110203