An analysis of network structure and post content for blog post recommendation

Wan-Shiou Yang, Yi Rong Lin

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Abstract

The acceleration of Weblogs has increased the perceived information overload for bloggers attempting to find interested or relevant information. Helping bloggers to efficiently locate relevant and high-quality information is imperative. In this research, we therefore propose four approaches that exploit the post citation network, blog-based social network, and post content to facilitate the automatic construction of an authoritative blog post recommender system. The proposed approaches were tested with blog data collected from Baidu Space, and the experimental results revealed that the proposed approaches outperform the content-only approach and the explicit citation approach.

Original languageEnglish
Title of host publicationDatabase Systems for Adanced Applications - 16th International Conference, DASFAA 2011, International Workshops
Subtitle of host publicationGDB, SIM3, FlashDB, SNSMW, DaMEN, DQIS, Proceedings
EditorsJianliang Xu, Shuigeng Zhou, Rainer Unland, Ge Yu
PublisherSpringer Verlag
Pages276-286
Number of pages11
ISBN (Print)9783642202438
Publication statusPublished - 2011 Jan 1
Event16th International Conference on Database Systems for Advanced Applications, DASFAA 2011 - Hong Kong, China
Duration: 2011 Apr 222011 Apr 25

Publication series

NameLecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Volume6637 LNCS
ISSN (Print)0302-9743
ISSN (Electronic)1611-3349

Other

Other16th International Conference on Database Systems for Advanced Applications, DASFAA 2011
CountryChina
CityHong Kong
Period11-04-2211-04-25

    Fingerprint

All Science Journal Classification (ASJC) codes

  • Theoretical Computer Science
  • Computer Science(all)

Cite this

Yang, W-S., & Lin, Y. R. (2011). An analysis of network structure and post content for blog post recommendation. In J. Xu, S. Zhou, R. Unland, & G. Yu (Eds.), Database Systems for Adanced Applications - 16th International Conference, DASFAA 2011, International Workshops: GDB, SIM3, FlashDB, SNSMW, DaMEN, DQIS, Proceedings (pp. 276-286). (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 6637 LNCS). Springer Verlag.