An Adaptive Temporal-Causal Network for Representing Changing Opinions on Music Releases

Sarah van Gerwen, Aram van Meurs, J. Treur

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Abstract

In this paper a temporal-causal network model is introduced representing a shift of opinion about an artist after an album release. Simulation experiments are presented to illustrate the model. Furthermore, mathematical analysis has been done to verify the simulated model and validation by means of an empirical data set and parameter tuning has been addressed as well.
LanguageEnglish
Title of host publicationProceedings of the 15th International Conference on Distributed Computing and Artificial Intelligence, DCAI'18
PublisherSpringer Verlag
StatePublished - 20 Jun 2018

Publication series

NameAdvances in Intelligent Systems and Computing

Cite this

van Gerwen, S., van Meurs, A., & Treur, J. (2018). An Adaptive Temporal-Causal Network for Representing Changing Opinions on Music Releases. In Proceedings of the 15th International Conference on Distributed Computing and Artificial Intelligence, DCAI'18 (Advances in Intelligent Systems and Computing). Springer Verlag.
van Gerwen, Sarah ; van Meurs, Aram ; Treur, J./ An Adaptive Temporal-Causal Network for Representing Changing Opinions on Music Releases. Proceedings of the 15th International Conference on Distributed Computing and Artificial Intelligence, DCAI'18. Springer Verlag, 2018. (Advances in Intelligent Systems and Computing).
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title = "An Adaptive Temporal-Causal Network for Representing Changing Opinions on Music Releases",
abstract = "In this paper a temporal-causal network model is introduced representing a shift of opinion about an artist after an album release. Simulation experiments are presented to illustrate the model. Furthermore, mathematical analysis has been done to verify the simulated model and validation by means of an empirical data set and parameter tuning has been addressed as well.",
author = "{van Gerwen}, Sarah and {van Meurs}, Aram and J. Treur",
year = "2018",
month = "6",
day = "20",
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van Gerwen, S, van Meurs, A & Treur, J 2018, An Adaptive Temporal-Causal Network for Representing Changing Opinions on Music Releases. in Proceedings of the 15th International Conference on Distributed Computing and Artificial Intelligence, DCAI'18. Advances in Intelligent Systems and Computing, Springer Verlag.

An Adaptive Temporal-Causal Network for Representing Changing Opinions on Music Releases. / van Gerwen, Sarah ; van Meurs, Aram ; Treur, J.

Proceedings of the 15th International Conference on Distributed Computing and Artificial Intelligence, DCAI'18. Springer Verlag, 2018. (Advances in Intelligent Systems and Computing).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

TY - GEN

T1 - An Adaptive Temporal-Causal Network for Representing Changing Opinions on Music Releases

AU - van Gerwen,Sarah

AU - van Meurs,Aram

AU - Treur,J.

PY - 2018/6/20

Y1 - 2018/6/20

N2 - In this paper a temporal-causal network model is introduced representing a shift of opinion about an artist after an album release. Simulation experiments are presented to illustrate the model. Furthermore, mathematical analysis has been done to verify the simulated model and validation by means of an empirical data set and parameter tuning has been addressed as well.

AB - In this paper a temporal-causal network model is introduced representing a shift of opinion about an artist after an album release. Simulation experiments are presented to illustrate the model. Furthermore, mathematical analysis has been done to verify the simulated model and validation by means of an empirical data set and parameter tuning has been addressed as well.

M3 - Conference contribution

T3 - Advances in Intelligent Systems and Computing

BT - Proceedings of the 15th International Conference on Distributed Computing and Artificial Intelligence, DCAI'18

PB - Springer Verlag

ER -

van Gerwen S, van Meurs A, Treur J. An Adaptive Temporal-Causal Network for Representing Changing Opinions on Music Releases. In Proceedings of the 15th International Conference on Distributed Computing and Artificial Intelligence, DCAI'18. Springer Verlag. 2018. (Advances in Intelligent Systems and Computing).