Comparison and Evaluation of Sequential Pattern Mining Method for Predicting Handover in Mobile IP

Tóm tắt:

Data mining is applied in many areas, including the telecommunication area. Telecommunication area stores a large amount of data, including the information about the user's movement. Many studies in recent years have shown that the user's movement in past hides knowledge about their movement behavior. The exploitation of spatial and temporal simultaneously will give performance better than the exploitation of one of them. This paper will analyze and evaluate the performance of sequential pattern mining in two cases: only based on spatial and based on spatial-temporal.

Tác giả: Tran Cong Hung, Nguyen Thi Thanh Minh

Từ khóa: data mining, mobility prediction, sequential pattern mining technique

Tạp chí: Cyber Journals: Multidisciplinary Journals in Science and Technology, Journal of Selected Areas in Telecommunications (JSAT), September Edition, 2013 Volume 3, Issue 9

Chỉ số: ISSN: 1925-2676

Link tải: https://www.semanticscholar.org/paper/Spatiotemporal-Pattern-Mining-Technique-for-Service-Vu-Lee/3b4afcb75db1c87aba3e7cc3a07e1b224905952c