A Computational Agent-Based Modeling Approach for Competitive Wireless Service Market

Handle URI:
http://hdl.handle.net/10754/597241
Title:
A Computational Agent-Based Modeling Approach for Competitive Wireless Service Market
Authors:
Douglas, C C; Hyoseop Lee,; Wonsuck Lee,
Abstract:
Using an agent-based modeling method, we study market dynamism with regard to wireless cellular services that are in competition for a greater market share and profit. In the proposed model, service providers and consumers are described as agents who interact with each other and actively participate in an economically well-defined marketplace. Parameters of the model are optimized using the Levenberg-Marquardt method. The quantitative prediction capabilities of the proposed model are examined through data reproducibility using past data from the U.S. and Korean wireless service markets. Finally, we investigate a disruptive market event, namely the introduction of the iPhone into the U.S. in 2007 and the resulting changes in the modeling parameters. We predict and analyze the impacts of the introduction of the iPhone into the Korean wireless service market assuming a release date of 2Q09 based on earlier data. © 2011 IEEE.
Citation:
Douglas CC, Hyoseop Lee, Wonsuck Lee (2011) A Computational Agent-Based Modeling Approach for Competitive Wireless Service Market. 2011 International Conference on Information Science and Applications. Available: http://dx.doi.org/10.1109/ICISA.2011.5772356.
Publisher:
Institute of Electrical and Electronics Engineers (IEEE)
Journal:
2011 International Conference on Information Science and Applications
KAUST Grant Number:
KUS-C1-016-04
Issue Date:
Apr-2011
DOI:
10.1109/ICISA.2011.5772356
Type:
Conference Paper
Sponsors:
Wonsuck Lee’s research was supported by a SeoulMetropolitan Government work program grant WR08095.Craig Douglas’ research was supported in part by NSF grantsCNS-1018072 and CNS-1018079 and Award No. KUS-C1-016-04, made by King Abdullah University of Science andTechnology (KAUST).
Appears in Collections:
Publications Acknowledging KAUST Support

Full metadata record

DC FieldValue Language
dc.contributor.authorDouglas, C Cen
dc.contributor.authorHyoseop Lee,en
dc.contributor.authorWonsuck Lee,en
dc.date.accessioned2016-02-25T12:28:46Zen
dc.date.available2016-02-25T12:28:46Zen
dc.date.issued2011-04en
dc.identifier.citationDouglas CC, Hyoseop Lee, Wonsuck Lee (2011) A Computational Agent-Based Modeling Approach for Competitive Wireless Service Market. 2011 International Conference on Information Science and Applications. Available: http://dx.doi.org/10.1109/ICISA.2011.5772356.en
dc.identifier.doi10.1109/ICISA.2011.5772356en
dc.identifier.urihttp://hdl.handle.net/10754/597241en
dc.description.abstractUsing an agent-based modeling method, we study market dynamism with regard to wireless cellular services that are in competition for a greater market share and profit. In the proposed model, service providers and consumers are described as agents who interact with each other and actively participate in an economically well-defined marketplace. Parameters of the model are optimized using the Levenberg-Marquardt method. The quantitative prediction capabilities of the proposed model are examined through data reproducibility using past data from the U.S. and Korean wireless service markets. Finally, we investigate a disruptive market event, namely the introduction of the iPhone into the U.S. in 2007 and the resulting changes in the modeling parameters. We predict and analyze the impacts of the introduction of the iPhone into the Korean wireless service market assuming a release date of 2Q09 based on earlier data. © 2011 IEEE.en
dc.description.sponsorshipWonsuck Lee’s research was supported by a SeoulMetropolitan Government work program grant WR08095.Craig Douglas’ research was supported in part by NSF grantsCNS-1018072 and CNS-1018079 and Award No. KUS-C1-016-04, made by King Abdullah University of Science andTechnology (KAUST).en
dc.publisherInstitute of Electrical and Electronics Engineers (IEEE)en
dc.titleA Computational Agent-Based Modeling Approach for Competitive Wireless Service Marketen
dc.typeConference Paperen
dc.identifier.journal2011 International Conference on Information Science and Applicationsen
dc.contributor.institutionUniversity of Wyoming, Laramie, United Statesen
dc.contributor.institutionAlcatel-Lucent, Paris, Franceen
kaust.grant.numberKUS-C1-016-04en
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