Structuring and visualising the WWW by generalised similarity analysis
HYPERTEXT '97 Proceedings of the eighth ACM conference on Hypertext
Focus+context views of World-Wide Web nodes
HYPERTEXT '97 Proceedings of the eighth ACM conference on Hypertext
Inferring Web communities from link topology
Proceedings of the ninth ACM conference on Hypertext and hypermedia : links, objects, time and space---structure in hypermedia systems: links, objects, time and space---structure in hypermedia systems
ParaSite: mining structural information on the Web
Selected papers from the sixth international conference on World Wide Web
Authoritative sources in a hyperlinked environment
Proceedings of the ninth annual ACM-SIAM symposium on Discrete algorithms
On power-law relationships of the Internet topology
Proceedings of the conference on Applications, technologies, architectures, and protocols for computer communication
Proceedings of the 9th international World Wide Web conference on Computer networks : the international journal of computer and telecommunications netowrking
Efficient identification of Web communities
Proceedings of the sixth ACM SIGKDD international conference on Knowledge discovery and data mining
Web site mining: a new way to spot competitors, customers and suppliers in the world wide web
Proceedings of the eighth ACM SIGKDD international conference on Knowledge discovery and data mining
An Empirical Study on Keyword-based Web Site Clustering
IWPC '04 Proceedings of the 12th IEEE International Workshop on Program Comprehension
Introduction to Data Mining, (First Edition)
Introduction to Data Mining, (First Edition)
Vectors and Graphs: Two Representations to Cluster Web Sites Using Hyperstructure
LA-WEB '06 Proceedings of the Fourth Latin American Web Congress
Evolution of Networks: From Biological Nets to the Internet and WWW (Physics)
Evolution of Networks: From Biological Nets to the Internet and WWW (Physics)
Adaptive QoS provisioning by pricing incentive QoS routing for next generation networks
Computer Communications
Reliable application layer multicast over combined wired and wireless networks
IEEE Transactions on Multimedia
Networks: An Introduction
Object replication strategies in content distribution networks
Computer Communications
| Hi-index | 0.24 |
With the rapid development of mobile devices and wireless technologies, mobile internet websites play an essential role for delivering networked services in our daily life. Thus, identifying website communities in mobile internet is of theoretical and practical significance in optimizing network resource and improving user experience. Existing solutions are, however, limited to retrieve website communities based on hyperlink structure and content similarities. The relationships between user behaviors and community structures are far from being understood. In this paper, we develop a three-step algorithm to extract communities by affinity measurement derived from user accessing information. Through experimental evaluation with massive detailed HTTP traffic records captured from a cellular core network by high performance monitoring devices, we show that our affinity measurement based method is effective in identifying hidden website communities in mobile internet, which have evaded previous link-based and content-based approaches.