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
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;
Conference_Titel :
Control Engineering and Communication Technology (ICCECT), 2012 International Conference on
Conference_Location :
Liaoning
Print_ISBN :
978-1-4673-4499-9
DOI :
10.1109/ICCECT.2012.225