政大機構典藏-National Chengchi University Institutional Repository(NCCUR):Item 140.119/38545

政大機構典藏-National Chengchi University Institutional Repository(NCCUR):Item 140.119/38545

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政大典藏 > College of Informatics > Department of Computer Science > Theses > Item 140.119/38545

Please use this identifier to cite or link to this item: https://nccur.lib.nccu.edu.tw/handle/140.119/38545

Title:	政府官員異動之社會網路分析 A study on government official`s changing with social network analysis
Authors:	林岡隆
Contributors:	劉吉軒廖文宏林岡隆
Keywords:	社會網路分析政府官員異動政治權力關係資料探勘資料分析
Date:	2008
Issue Date:	2010-04-09 13:25:44 (UTC+8)
Abstract:	對於大量零碎的資料，社會網路分析提供了一個可能的方向，可以更容易的對個體與整體進行觀察，而得以發掘其中隱藏的資訊。本論文嘗試以我國政府官員異動資料為一零碎資料的代表，利用社會網路分析做為工具，提出網路模型以幫助我們分析與觀察其中所隱藏的資訊。利用官員的異動時間記錄建立網路，實驗的模型共可分為人物共同異動網路、人物共事時間網路，職務升遷網路，人物共同異動網路部分，將每一人物視為不同節點，節點間的連結則為兩人共同異動的次數，輔以職務間相關性的關係對資料中的雜訊進行過濾，人物共事時間網路則以兩人在相關單位共事的時間長度做為其節點間的連結，職務網路改為以職務做為節點，利用人物的職務升遷，在前後任職的職務節點間建立連結，對於所建立的各種網路，再利用社會網路分析中一些性質或指標進行分析。實驗結果顯示本研究所設計的模型對於觀察人物間相互關係以及不同單位所產生的群體間的關係有所幫助，並提供對於社會網路分析在類似情境下應用的可能性與限制的了解。
Reference:	[1] J.A. Barnes, “Class and Committees in a Norwegian Island Parish”. Hum Relations, 7(1): 39-54, 1954. [2] S.P. Borgatti, M.G. Everett. “Network analysis of 2-mode data”. Social Network, 19(3): 243-269, 1997. [3] R.S. Burt. “Structural Holes. The Social Structure of Competition”. Harvard University Press, Cambridge MA, 1992. [4] R. Cross, A. Parker, and S.P. Borgatti. “A bird`s-eye view: Using social network analysis to improve knowledge creation and sharing”. Knowledge Directions. 2(1):48-61, 2002. [5] L.C. Freeman. “The Development of Social Network Analysis: A Study in the Sociology of Science”. Empirical Press, Vancouver, CA, 2004. [6] M. Heald, N. Contractor, L. M. Koehly, and S. Wasserman. “Formal and emergent predictors of coworkers` perceptual congruence on an organization`s social structure”. Human Communication Research. 24:536-563, 1998. [7] V. Krebs. “The Social Life of Routers”. Internet Protocol Journal. 3(December):14-25. 2000. [8] E.A. Leicht and M.E.J. Newman. “Community Structure in directed networks”. Phys. Rev. Lett. 100:118703, 2008. [9] J. Moody, and D.R. White. “Structural Cohesion and Embeddedness: A Hierarchical Concept of Social Groups”. American Sociological Review. 68(1):103-127, 2003. [10] M.E.J. Newman. “Analysis of weighted network”. Physical Review E. 70(5):056131-9, 2004. [11] M.E.J. Newman, M. Girvan. “Finding and evaluating community structure in networks”. Phys. Rev. E 69:026113, 2004. [12] M.E.J. Newman. “Modularity and community structure in networks”. Proc. Natl. Acad. Sci. USA. 130: 8577-8582, 2006. [13] A.R. Radcliffe-Brown. “On Social Structure. Journal of the Royal Anthropological Institute”. 70:1-12, 1940. [14] J. Scott. “Social Network Analysis: A Handbook”. Sage, Newbury Park, CA, 1992. [15] J. Shetty, J. Adibi. “Discovering Important Nodes through Graph Entropy: The Case of Enron Email Database”. ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Chicago, Ill, 2005. [16] S. Wasserman and K. Faust. “Social Network Analysis Methods and Applications”. Cambridge University Press, New York, USA, 1994. [17] E.P.H. Zeggelink, F.N. Stokman, and G. G. van de bunt. “The emergence of groups in the evolution of friendship networks”. Journal of Mathematical Sociology. 21:29-55, 1996. [18] 翁嘉緯，〈以型態辨識為主的中文資訊擷取技術研究〉，《國立政治大學資訊科學系碩士論文》，2003。 [19] 顏秋來，〈政務官與事務官體制運作之研究〉，《國家精英》，第二卷第一期，頁21—28，2006。 [20] 林嘉誠，〈政務首長的流動分析－2000.5-2007.5〉，《國家精英》，第三卷第四期，頁1—28，2007。 [21] 胡龍騰，〈政黨輪替前後高階行政主官流動之比較〉，《國家精英》，第三卷第四期，頁31—42，2007。
Description:	碩士國立政治大學資訊科學學系 96753028 97
Source URI:	http://thesis.lib.nccu.edu.tw/record/#G0096753028
Data Type:	thesis
Appears in Collections:	[Department of Computer Science ] Theses

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