DocumentCode
2986616
Title
Personalized Map Service User Interest Acquisition Based on Browse Behavior
Author
Wu Zenghong ; Chen Yufen ; Zhang Jun
Author_Institution
Mil. Transp. Univ., Tianjin, China
fYear
2012
fDate
7-9 Dec. 2012
Firstpage
916
Lastpage
919
Abstract
Browse behavior indicates users´ real intention and interest, behavior analysis is an effective way to acquire knowledge of templates and adaptive rules for personalized map service. In this paper, an experiment for single user was introduced, which was carried out in a personalized map service prototype system. Then, an algorithm for user interest mining based on browse behavior was presented, according to which user´s browse behavior log in database was analyzed, the interest vector and the corresponding interestingness were obtained, which were important knowledge for personalized navigation and recommendation in web map service.
Keywords
behavioural sciences computing; cartography; data mining; recommender systems; Web map service; browse behavior log; interest vector; personalized map service user interest acquisition; user interest mining; Algorithm design and analysis; Data mining; Educational institutions; Geographic information systems; Navigation; Ontologies; Vectors; browse behavior; domain ontology; interest mining algorithm; personalized map service; user experiment;
fLanguage
English
Publisher
ieee
Conference_Titel
Control Engineering and Communication Technology (ICCECT), 2012 International Conference on
Conference_Location
Liaoning
Print_ISBN
978-1-4673-4499-9
Type
conf
DOI
10.1109/ICCECT.2012.225
Filename
6413966
Link To Document