All submissions of the EM system will be redirected to Online Manuscript Submission System. Authors are requested to submit articles directly to Online Manuscript Submission System of respective journal.


Research on a dynamic social network recommendation approach

Author(s): Hangjun Zhou, Zhongli Liu, Sha Fu, Guang Sun, Zhanhong Xiang

Owing to the rapid proliferation of Internet service technologies, the development of social network analysis is ever-increasingly important in recent years. As large datasets in social networks becomes available, recommendation plays a more and more important role in our daily lives. Recommendation approaches automatically prune large information to recommend the most relevant data to users by considering their preferences. Recent studies demonstrate that the efficiency of social networks could be exploited by improving the performance of recommendations. In this article, a novel recommendation approach is proposed to effectively extract dense subsets from sparse data set of micro blog social network, and cluster the whole user group into categories based on content similarity to produce better recommendation results. Through groups of reasonable experiment implementations with real data crawled from micro blog social network, the performances of this new proposed approach and other classical existing recommendation approaches are evaluated and compared by various measurable parameters. The experimental results demonstrate that the proposed approach could greatly improve the recommendation accuracy rate, recall rate and comprehensive measurable indexes when compared with other studied recommender algorithms. On the other hand, the computation overhead of the proposed approach is smaller than that of the other ones.

Share this       

Table of Contents

Recommended Conferences

International Congress on Biotechnology

Tokyo, Japan

24th Global Congress on Biotechnology

Dubai, UAE
izmir escort izmir escort bursa escort antalya escort izmir escort porno porno izle türk porno eskişehir escort bartın escort burdur escort havalandırma izmir escort bursa escort porno indir izle escort izmir