Title :
Viewing characteristics based personalized ad streaming in an interactive TV environment
Author :
Thawani, Amit ; Gopalan, Srividya ; Sridhar, V.
Author_Institution :
Appl. Res. Group, Satyam Comput. Services Ltd, Bangalore, India
Abstract :
The growth in digital TV penetration has resulted in an enormous research initiative in community-specific and home/user-specific target advertising. We propose a channel surfing analysis (CSA) algorithm for predicting the "user(s) in front" of TV by a dynamic analysis of channel viewing characteristics. Such a user identification can be used along with a home information system to decide categorically about the nature of advertisements that are likely to have an impact. The proposed CSA algorithm uses a time-based FSM representation of channel viewing (remote usage) patterns that can be analyzed and processed in multiple ways leading to sophisticated algorithms. Taking into account the fact that not all channel switches provide equal cues about user characteristics, we suggest a multiscale approach to analyze the FSM at various levels of abstraction. We are in the process of integrating the CSA algorithm with an MHP (multimedia home platform) based interactive TV platform that is currently under development.
Keywords :
advertising; consumer electronics; digital television; finite state machines; interactive television; socio-economic effects; FSM; channel surfing analysis; channel viewing characteristics; digital TV; dynamic analysis; finite state machine; home information system; interactive TV; multimedia home platform; multiscale analysis; personalized ad streaming; target advertising; user identification; Advertising; Algorithm design and analysis; Digital TV; Information filtering; Information systems; Multimedia systems; Pattern analysis; Prediction algorithms; Research initiatives; Switches;
Conference_Titel :
Consumer Communications and Networking Conference, 2004. CCNC 2004. First IEEE
Conference_Location :
Las Vegas, NV, USA
Print_ISBN :
0-7803-8145-9
DOI :
10.1109/CCNC.2004.1286909