TY - GEN
T1 - A hybrid filter for program personalization
AU - Yu, Zhiwen
AU - Zhou, Xingshe
AU - Wu, Xiaojun
AU - Gu, Jianhua
N1 - Publisher Copyright:
© 2003 IEEE.
PY - 2003
Y1 - 2003
N2 - The current exponential growth of DTV programs precipitates a need for new filtering techniques to provide program personalization for people. Several filtering methods, notably Boolean filtering and similarity-based filtering, have been proposed in information filtering. This paper first briefly describes the architecture of program personalization, XML based metadata representation, and discusses Boolean and similarity-based filtering, as well as their advantages and disadvantages. Then a new hybrid filter is proposed. The hybrid filter consists of VSM based filtering, which is a similarity-based filtering, and XML query filtering, which is a Boolean filtering. This hybrid filter is effective and efficient for program personalization in future DTV with local storage.
AB - The current exponential growth of DTV programs precipitates a need for new filtering techniques to provide program personalization for people. Several filtering methods, notably Boolean filtering and similarity-based filtering, have been proposed in information filtering. This paper first briefly describes the architecture of program personalization, XML based metadata representation, and discusses Boolean and similarity-based filtering, as well as their advantages and disadvantages. Then a new hybrid filter is proposed. The hybrid filter consists of VSM based filtering, which is a similarity-based filtering, and XML query filtering, which is a Boolean filtering. This hybrid filter is effective and efficient for program personalization in future DTV with local storage.
UR - http://www.scopus.com/inward/record.url?scp=84978821860&partnerID=8YFLogxK
U2 - 10.1109/ITCC.2003.1197606
DO - 10.1109/ITCC.2003.1197606
M3 - 会议稿件
AN - SCOPUS:84978821860
T3 - Proceedings ITCC 2003, International Conference on Information Technology: Computers and Communications
SP - 645
EP - 649
BT - Proceedings - ITCC 2003, International Conference on Information Technology
A2 - Srimani, Pradip K.
A2 - Regentova, Emma
A2 - Hashemi, Ray
A2 - Lawrence, Elaine
A2 - Cannataro, Mario
A2 - Spink, Amanda
A2 - Bein, Wolf
PB - Institute of Electrical and Electronics Engineers Inc.
T2 - International Conference on Information Technology: Computers and Communications, ITCC 2003
Y2 - 28 April 2003 through 30 April 2003
ER -