|
|
The Personalized Product Recommendation Method Based on Weighted XML Model |
Li Shuqing |
(Department of Information ManagementCollege of Information EngineeringNanjing University of Finance &EconomicsNanjing 210046,China) |
|
|
Abstract This paper puts forward a new method for constitution of user preference model based on weighted XML data structure, with each node appends weight value for representing users’ personalized information.It also designs a new arithmetic to compare similarity of weighted XML model. Finally, this paper discusses the implementation of personalized product recommendation system based on this user preference model at detail.
|
Received: 22 December 2008
Published: 25 April 2009
|
|
Corresponding Authors:
Li Shuqing
E-mail: leeshuqing@163.com
|
About author:: Li Shuqing |
[1] Kobsa. Privacy-enhanced Web Personalization: From the Adaptive Web: Methods and Strategies of Web Personalization Volume 4321 of Lecture Notes in Computer Science[M]. Springer-Verlag, Berlin Heidelbergs, New York, 2007.
[2] Ting P L, Yung F Y, Deng N C. A Semantic-expansion Approach to Personalized Knowledge Recommendation[J]. Decision Support Systems, 2008,45(3):401-412.
[3] Gonzalez R A, Chen N, Dahanayake A. Personalized Information Retrieval and Access[M]. IGI Global, 2008.
[4] Henrik B S. Ontology-based Information Retrieval Computer Science Section[D]. Denmark: Roskilde University, 2006.
[5] Trajkova. Improving Ontology-Based User Profiles[D]. USA: University of Kansas, 2003.
[6] Sure Y, Staab S, Studer R. On-to-Knowledge Methodology (OTKM)[M]. Handbook on Ontologies, Berlin, Heidelberg, 2003: 117-132.
[7] Crestani. Application of Spreading Activation Techniques in Information Retrieval[J]. Artificial Intelligence Review, 1997, 11 (6):453-482.
[8] Middleton, De R, Shadbolt N: Ontology-based Recommender Systems[M]. Handbook on Ontologies. Berlin, Heidelberg, New York, 2004.
[9] 潘有能.XML文档自动聚类研究[J].情报学报,2006(4):215-220.
[10] 郑仕辉,周傲英,张龙.XML文档的相似测度和结构索引研究[J].计算机学报,2003,26(9):1116-1127. |
|
Viewed |
|
|
|
Full text
|
|
|
|
|
Abstract
|
|
|
|
|
Cited |
|
|
|
|
|
Shared |
|
|
|
|
|
Discussed |
|
|
|
|