DocumentCode
3188703
Title
Modeling television commercial advertisement markets: To zap or not to zap, that is the question for sponsors of TV programs
Author
Kyan, H. ; Inoue, Junichi
Author_Institution
Complex Syst. Eng., Hokkaido Univ., Sapporo, Japan
fYear
2012
fDate
16-18 Dec. 2012
Firstpage
816
Lastpage
823
Abstract
We propose a simple probabilistic model of zapping process of television viewers. Our model might be regarded as a `theoretical platform´ to investigate the human collective behavior in the macroscopic scale through the zapping action of each viewer at the microscopic level. The stochastic process of audience measurements as macroscopic quantities such as television program rating point or the so-called gross rating point (GRP for short) are reconstructed using the microscopic modeling of each viewer´s decision making. Assuming that each viewer decides the television station to watch by means of three factors, namely, physical constraints on television controllers, exogenous information such as advertisement of program by television station, and endogenous information given by `word-of-mouth communication´ through the past market history, we shall construct an aggregation probability of Gibbs-Boltzmann-type with the energy function. We discuss the possibility for the ingredients of the model system to exhibit the collective behavior due to not exogenous but endogenous information.
Keywords
advertising; decision making; stochastic processes; television stations; Gibbs-Boltzmann-type probability; TV program sponsors; aggregation probability; audience measurements; endogenous information; energy function; exogenous information; gross rating point; human collective behavior; macroscopic quantities; macroscopic scale; market history; microscopic level; microscopic modeling; physical constraints; probabilistic model; stochastic process; television commercial advertisement markets modeling; television controllers; television station; television viewers; viewer decision making; word-of-mouth communication; zapping process; Decision making; Humans; Mathematical model; Microscopy; Probabilistic logic; TV; Watches;
fLanguage
English
Publisher
ieee
Conference_Titel
System Integration (SII), 2012 IEEE/SICE International Symposium on
Conference_Location
Fukuoka
Print_ISBN
978-1-4673-1496-1
Type
conf
DOI
10.1109/SII.2012.6427279
Filename
6427279
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