题名

部落格空間之核心社群探索

并列篇名

An Exploration of Core Communities in the Blogosphere

DOI

10.6188/JEB.2013.15(2).03

作者

盧能彬(Neng-Pin Lu)

关键词

部落格 ; 社群 ; 社會網絡分析 ; 核心/邊陲分析 ; Blog ; community ; social network analysis ; core/periphery analysis

期刊名称

電子商務學報

卷期/出版年月

15卷2期(2013 / 06 / 01)

页次

235 - 263

内容语文

繁體中文

中文摘要

本研究以台灣「部落格觀察」網站的排名資料為基準,於2008年至2011年之間共四個時點,分別挑選排行榜前一百名部落格為研究樣本,據以蒐集、篩選、與繪製這些樣本部落格於四個時點的朋友連結網絡,然後再遞迴運用核心/邊陲分析,依次探索這些朋友連結網絡中的核心社群,並觀察它們的變遷。分析結果發現「圖文」、「美食/旅行」、以及「資訊科技/網路應用」等三大核心社群,其中「圖文」社群為高度聯繫、低度成長的社群,「美食/旅行」社群為低度聯繫、高度成長的社群,「資訊科技/網路應用」則為中度聯繫、中度成長的社群。再與國外的部落格發展相較,則發現「資訊科技/網路應用」社群同樣是熱門的趨勢;至於「圖文」與「美食/旅行」社群則是台灣部落格空間特有的發展。

英文摘要

In this research, we took the Top 100 blogs, based on the rank lists maintained by the Taiwan website ”Blog Look,” at four time points between 2008 and 2011, respectively, as our research samples. Then, we collected all the blogrolls of our samples at four time points. Therefore, we sifted and figured out four blogroll networks between our samples, respectively. Upon the four blogroll networks, we applied core/periphery analysis recursively to explore core communities and observe their changes. As a result, we found out the top three core communities: picture article, cuisine/travel, and information technology/networking application. And we observed that picture article community is highly connected and lowly growing; cuisine/travel community is lowly connected and highly growing; information technology/networking application community is medium connected and medium growing. Furthermore, compared to the blogosphere around the world, we found that the community of information technology/networking application fits in the blogging trend around the world, and the communities of picture article and cuisine/ travel are special developments of Taiwan blogosphere.

主题分类 人文學 > 人文學綜合
基礎與應用科學 > 資訊科學
基礎與應用科學 > 統計
社會科學 > 社會科學綜合
参考文献
  1. Winn, P., & White, D. (2009). State of the blogosphere 2008. Retrieved October 2, 2012, from http://technorati.com/blogging/feature/state-of-the-blogosphere-2008
  2. Borgatti, S. P., Everett, M. G., & Freeman, L. C. (2002). Ucinet for Windows: Software for social network analysis. Massachusetts: Analytic Technologies..
  3. Parker, G., & Thomas, L. (2010). Wave 5 social media tracker: The socialisation of brands. New York: Universal McCann..
  4. Smith, T. (2008). Power to the people - Social media tracker Wave 3. New York: Universal McCann..
  5. Merriam-Webster Online Dictionary (2004). Word of the Year 2004. Retrieved October 2, 2012, from http://www.merriam-webster.com/info/04words.htm
  6. Sobel, J. (2010). State of the blogosphere 2010. Retrieved October 2, 2012, from http://technorati.com/blogging/article/state-of-the-blogosphere-2010-introduction
  7. Adamic, L. A.,Adar, E.(2003).Friends and neighbors on the web.Social Networks,25(3),211-230.
  8. Adamic, L. A.,Glance, N.(2005).The political blogosphere and the 2004 U.S. election: Divided they blog.Proceedings of the 3rd International Workshop on Link Discovery,Chicago, Illinois, USA:
  9. Adamic, L. A.,Zhang, J.,Bakshy, E.,Ackerman, M. S.(2008).Knowledge sharing and Yahoo answers: Everyone knows something.Proceedings of the 17th International Conference on World Wide Web,Beijing, China:
  10. Agarwal, N.,Liu, H.(2008).Blogosphere: Research issues, tools, and applications.ACM SIGKDD Explorations Newsletter,10(1),18-31.
  11. Aharony, N.(2009).Librarians and information scientists in the blogosphere: An exploratory analysis.Library & Information Science Research,30(3),174-181.
  12. Ahn, Y. Y.,Bagrow, J. P.,Lehmann, S.(2010).Link communities reveal multiscale complexity in networks.Nature,466(7307),761-764.
  13. Ali-Hasan, N.,Adamic, L. A.(2007).Expressing social relationships on the blog through links and comments.International Conference on Weblogs and Social Media,Boulder, Colorado, USA:
  14. Baird C. H.,Parasnis, G.(2011).IBM Global Business Services, Executive ReportIBM Global Business Services, Executive Report,NY, USA:IBM Corporation.
  15. Banks, M. A.(2007).Blogging heroes: Interviews with 30 of the world's top bloggers.New Jersey:Wiley Publishing.
  16. Batagelj, V.(1997).Notes on blockmodeling.Social Networks,19(2),143-155.
  17. Bhagat, S.,Cormode, G.,Muthukrishnan, S.,Rozenbaum, I.,Xue, H.(2007).No blog is an island-Analyzing connections across information networks.International Conference on Weblogs and Social Media,Boulder, Colorado, USA:
  18. Borgatti, S. P.,Everett, M. G.(1999).Models of core/periphery structures.Social Networks,21(4),375-395.
  19. Breiger, R.,Boorman, S.,Arabie, P.(1975).An algorithm for clustering relational data with applications to social network analysis and comparison with multidimensional scaling.Journal of Mathematical Psychology,12(3),328-383.
  20. Carrington, P. J.(Ed.),Scott, J.(Ed.),Wasserman, S.(Ed.)(2001).Models and Methods in Social Network Analysis.New York:Cambridge University Press.
  21. Chau, M.,Xu, J.(2007).Mining communities and their relationships in blogs: A study of online hate groups.International Journal of Human-Computer Studies,65(1),57-70.
  22. de Nooy, W.,Mrvar, A.,Batagelj, V.(2005).Exploratory Social Network Analysis with Pajek.New York:Cambridge University Press.
  23. Efimova, J.,de Moor, A.(2005).Beyond personal webpublishing: An exploratory study of conversational blogging practices.Proceedings of the 38th Annual Hawaii International Conference on System Sciences,Big Island, Hawaii, USA:
  24. Efimova, L.,Hendrick, S.,Anjewierden, A.(2005).Finding 'the life between buildings': An approach for defining a weblog community.Internet Research 6.0: Internet Generations,Chicago, Illinois, USA:
  25. Fortunato, S.(2010).Community detection in graphs.Physics Reports,486(3-5),75-174.
  26. Furukawa, T.,Matsuo, Y.,Ohmukai, I.,Uchiyama, K.,Ishizuka, M.(2007).Social networks and reading behavior in the blogosphere.International Conference on Weblogs and Social Media,Boulder, Colorado, USA:
  27. Gillmor, D.(2004).We the Media: Grassroots Journalism by the People, for the People.California:O'Reilly.
  28. Goh, K. I.,Eom, Y. H.,Jeong, H.,Kahng, B.,Kim, D.(2006).Structure and evolution of online social relationships: Heterogeneity in unrestricted discussions.Physical Review E,73(6),066123.
  29. Goldberg, D. E.(1989).Genetic Algorithms.New York:Addison Wesley.
  30. Gotz, M.,Leskovec, J.,McGlohon, M.,Faloutsos, C.(2009).Modeling blog dynamics.International Conference on Weblogs and Social Media,San Jose, California, USA:
  31. Hanneman, R.,Riddle, M.(2005).Introduction to Social Network Methods.Riverside, California:University of California.
  32. Herring, S. C.,Kouper, I.,Paolillo, J. C.,Scheidt, L. A.,Tyworth, M.,Welsch, P.,Wright, E.,Yu, N.(2005).Conversations in the blogosphere: An analysis from the bottom up.Proceedings of the 38th Annual Hawaii International Conference on System Sciences,Big Island, Hawaii, USA:
  33. Herring, S. C.,Scheidt, L. A.,Bonus, S.,Wright, E.(2004).Bridging the gap: A genre analysis of weblogs.Proceedings of the 37th Annual Hawaii International Conference on System Sciences,Big Island, Hawaii, USA:
  34. Holme, P.,Edling, C. R.,Liljeros, F.(2004).Structure and time evolution of an Internet dating community.Social Networks,26(2),155-174.
  35. Huberman, B. A.,Romero, D. M.,Wu, F.(2009).Social networks that matter: Twitter under the microscope.First Monday,14(1),1-9.
  36. Kumar, R.,Novak, J.,Raghavan, P.,Tomkins, A.(2004).Structure and evolution of blogspace.Communications of the ACM,47(12),35-39.
  37. Lawrence, R.,Melville, P.,Perlich, C.,Sindhwani, V.,Meliksetian, E.,Hsueh, P.,Liu, Y.(2010).Social media analytics: The next generation of analytics-based marketing seeks insights from blogs.Operations Research/Management Science Today,37(1),26-30.
  38. Lazer, D.,Pentland, A.,Adamic, L.,Aral, S.,Barabási, A. L.,Brewer, D.,Christakis, N.,Contractor, N.,Fowler, J.,Gutmann, M.,Jebara, T.,King, g.,Macy, M.,Roy, D.,van Alstyne, M.(2009).Computational social science.Science,323(5915),721-723.
  39. Leskovec, J.,Adamic, L. A.,Huberman, B. A.(2007).The dynamics of viral marketing.ACM Transactions on the Web,1(1),1-39.
  40. Leskovec, J.,Backstrom, L.,Kleinberg, J.(2009).Meme-tracking and the dynamics of the news cycle.Proceedings of the 15th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining,Paris, France:
  41. Leskovec, J.,Lang, K. J.,Dasgupta, A.,Mahoney, M. W.(2008).Statistical properties of community structure in large social and information networks.Proceeding of the 17th international conference on World Wide Web,Beijing, China:
  42. Lin, C. L.,Kao, H. Y.(2010).Blog popularity mining using social interconnection analysis.IEEE Internet Computing,14(4),41-49.
  43. Lu, H. P.,Lin, J. C. C.,Hsiao, K. L.,Chen, L. T.(2010).Information sharing behavior on blogs in Taiwan: Effects of interactivities and gender differences.Journal of Information Science,36(3),401-416.
  44. Marlow, C. A.(2006).Linking without thinking: Weblogs, readership, and online social capital formation.Annual Conference of the International Communication Association,Dresden, Germany:
  45. McGlohon, M.,Leskovec, J.,Faloutsos, C.,Hurst, M.,Glance, N.(2007).Finding patterns in blog shapes and blog evolution.International Conference on Weblogs and Social Media,Boulder, Colorado, USA:
  46. Newman, M. E. J.,Girvan, M.(2004).Finding and evaluating community structure in networks.Physical Review E,69(2),026113.
  47. O''Reilly, T.(2007).What is Web 2.0: Design patterns and business models for the next generation of software.Communications & Strategies,65(1),17-37.
  48. Palla, G.,Derenyi, I.,Farkas, I.,Vicsek, T.(2005).Uncovering the overlapping community structure of complex networks in nature and society.Nature,435(7043),814-818.
  49. Radicchi, F.,Castellano, C.,Cecconi, F.,Loreto, V.,Parisi, D.(2004).Defining and identifying communities in networks.Proceedings of the National Academy of Sciences of the United States of America,101(9),2658-2663.
  50. Sahni, S.(2001).Data structures, algorithms, and applications in Java.New York:McGraw-Hill.
  51. Wasserman, S.,Faust, K.(1994).Social network analysis.New York:Cambridge University Press.
  52. White, H. C.,Boorman, S. A.,Breiger, R. L.(1976).Social structure from multiple networks. I. blockmodels of roles and positions.American Journal of Sociology,81(4),730-780.
  53. Winship, C.,Mandel, M.(1983).Roles and positions: A critique and extension of the blockmodeling approach.Sociological Methodology,14(1),314-344.
被引用次数
  1. 盧能彬(2014)。為網絡可達性分析之區塊模式化擴展。電子商務學報,16(2),175-198。
  2. 盧能彬(2014)。應用特徵分析探索有向網絡之拓撲結構。電子商務學報,16(4),461-190。