题名

部落客分身辨識

并列篇名

The Identification of the Bloggers with Multiple Weblogs

作者

黃夙賢(Huang, Su-Hsien);洪子堯(Hung, Tzu-Yao)

关键词

部落格分身 ; 社會網路分析 ; 名稱辨識 ; Blogger with multiple weblogs ; Social network analysis ; Name matching

期刊名称

明新學報

卷期/出版年月

42卷2期(2016 / 08 / 01)

页次

23 - 36

内容语文

繁體中文

中文摘要

傳統社會網路分析忽略了一個部落客可能會擁有多個分身部落格,造成跨不同部落格的社會網路指標會產生分析上的錯誤。因此首先要解決的是部落格分身偵測問題。本研究針對無名小站部落格與天空部落格進行部落格分身偵測,根據帳號及個人簡介的各項屬性進行相似度分析之研究,計算出成為部落格分身的可能性。研究結果顯示,在帳號完全相同情況下,加上個人簡介比對,比單純帳號相似度比對擁有更高的部落客分身辨識率。

英文摘要

Conventional social network factors of online community lead into error because the analysis ignores a single blogger may contain multiple weblogs. Therefore, to construct precise online communities among heterogeneous blogospheres requires the identification of the bloggers who have multiple weblogs. This research surveyed the Wretch and Yam blogospheres to identify the bloggers with multiple weblogs according to the account and weblog profile. The blogger with multiple weblogs was estimated by combining both the account and profile similarity. The experiment showed that the synthetic method by comparing both the account and the profile outperforms than the pure account identification.

主题分类 人文學 > 人文學綜合
基礎與應用科學 > 基礎與應用科學綜合
工程學 > 工程學綜合
社會科學 > 社會科學綜合
参考文献
  1. 黃夙賢、林炳憲(2009)。部落格好友關係之社會網路分析─以無名小站創作圖像分類為例。第十二屆電子商務研討會
    連結:
  2. Bilenko, M.,Mooney, R.,Cohen, W.,Ravikumar, P.,Fienberg, S.(2003).Adaptive name matching in information integration.IEEE Intelligent Systems,18(5),16-23.
  3. Hassell, J.,Aleman-Meza, B.,Arpinar, B.(2006).Ontology-driven, automatic entity disambiguation in unstructured text.International Semantic Web Conference
  4. Hong, Y.,On, B.,Lee, D.(2004).System support for name authority control problem in digital libraries: OpenDBLP approach.Proceedings of ECDL
  5. Ley, M.,Reuther, P.(2006).Maintaining an online bibliographical database: The problem of data query.EGC, ser. Revue des Nouvelles Technologies del, Information
  6. Recuero, R. C.(2008).Information flows and social capital in weblogs: A case study in the brazilian blogosphere.Proceedings of the nineteenth ACM conference on Hypertext and hypermedia
  7. Shu, L.,Long, B.,Meng, W.(2009).A latent topic model for complete entity resolution.Proceedings of the 25th International Conference on Data Engineering (ICDE2009)
  8. Smalheiser, N. R.(2005).The Arrowsmith project: 2005 status report.Lecture Notes in Computer Science,3735,26-43.
  9. Smalheiser, N. R.,Torvik, V. I.,Zhou, W.(2009).Arrowsmith two-node search interface: A tutorial on finding meaningful links between two disparate sets of articles in MEDLINE.Computer Methods and Programs in Biomedicine,94(2),190-197.
  10. Torvik, V. I.,Smalheiser, N. R.(2007).A quantitative model for linking two disparate sets of articles in MEDLINE.Bioinformatics,23(13),1658-1665.
  11. Torvik, V. I.,Weeber, M.,Swanson, D. R.,Smalheiser, N. R.(2005).A probabilistic similarity metric for medline records: A model for author name disambiguation.Journal of the American Society for Information Science and Technology,56(2),140-158.
  12. 黃夙賢、林炳憲(2009)。部落客內隱關係之社會網路分析研究。National Computer Symposium