Dynamic Maintenance Strategy for Word-of-Mouth Marketing

After-sale service is an integrable part of marketing activities. The after-sale service experience of a consumer can be measured by the dynamic maintenance (DM) strategy used by the merchant, i.e., the instantaneous fractions of the maintenance cost paid by the merchant in the total maintenance cos...

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Main Authors: Hong Peng, Kaifan Huang, Lu-Xing Yang, Xiaofan Yang, Yuan Yan Tang
Format: Article
Language:English
Published: IEEE 2020-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/9133406/
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spelling doaj-f0fc3e60bc3e43fabbb4c54c708e33582021-03-30T02:18:22ZengIEEEIEEE Access2169-35362020-01-01812649612650310.1109/ACCESS.2020.30071579133406Dynamic Maintenance Strategy for Word-of-Mouth MarketingHong Peng0Kaifan Huang1https://orcid.org/0000-0001-8998-8083Lu-Xing Yang2https://orcid.org/0000-0002-9229-5787Xiaofan Yang3https://orcid.org/0000-0001-6931-2692Yuan Yan Tang4School of Big Data and Software Engineering, Chongqing University, Chongqing, ChinaSchool of Big Data and Software Engineering, Chongqing University, Chongqing, ChinaSchool of Information Technology, Deakin University, Melbourne, VIC, AustraliaSchool of Big Data and Software Engineering, Chongqing University, Chongqing, ChinaDepartment of Computer and Information Science, University of Macau, Macau, ChinaAfter-sale service is an integrable part of marketing activities. The after-sale service experience of a consumer can be measured by the dynamic maintenance (DM) strategy used by the merchant, i.e., the instantaneous fractions of the maintenance cost paid by the merchant in the total maintenance cost at all time. This paper aims to develop an optimal DM strategy for a word-of-mouth (WOM) marketing campaign. First, we propose an individual-based WOM propagation model in which the effect of the DM strategy is accounted for. Second, we convert the original problem into an optimal control problem, where the objective functional stands for the expected marketing profit, each optimal control stands for an optimal DM strategy. Third, we derive the optimality system for the optimal control problem. By solving the optimality system, we get a potential optimal control. Next, through comparative experiments we conclude that the DM strategy associated with the potential optimal control outperforms most DM strategies in terms of the expected marketing profit. Therefore, we recommend this potential DM strategy. Finally, we examine the effect of some factors on the expected marketing profit for the potential DM strategy. Our findings help to enhance the marketing profit of a WOM marketing campaign.https://ieeexplore.ieee.org/document/9133406/WOM marketingmarketing profitdynamic maintenance strategyWOM propagation modeloptimal control model
collection DOAJ
language English
format Article
sources DOAJ
author Hong Peng
Kaifan Huang
Lu-Xing Yang
Xiaofan Yang
Yuan Yan Tang
spellingShingle Hong Peng
Kaifan Huang
Lu-Xing Yang
Xiaofan Yang
Yuan Yan Tang
Dynamic Maintenance Strategy for Word-of-Mouth Marketing
IEEE Access
WOM marketing
marketing profit
dynamic maintenance strategy
WOM propagation model
optimal control model
author_facet Hong Peng
Kaifan Huang
Lu-Xing Yang
Xiaofan Yang
Yuan Yan Tang
author_sort Hong Peng
title Dynamic Maintenance Strategy for Word-of-Mouth Marketing
title_short Dynamic Maintenance Strategy for Word-of-Mouth Marketing
title_full Dynamic Maintenance Strategy for Word-of-Mouth Marketing
title_fullStr Dynamic Maintenance Strategy for Word-of-Mouth Marketing
title_full_unstemmed Dynamic Maintenance Strategy for Word-of-Mouth Marketing
title_sort dynamic maintenance strategy for word-of-mouth marketing
publisher IEEE
series IEEE Access
issn 2169-3536
publishDate 2020-01-01
description After-sale service is an integrable part of marketing activities. The after-sale service experience of a consumer can be measured by the dynamic maintenance (DM) strategy used by the merchant, i.e., the instantaneous fractions of the maintenance cost paid by the merchant in the total maintenance cost at all time. This paper aims to develop an optimal DM strategy for a word-of-mouth (WOM) marketing campaign. First, we propose an individual-based WOM propagation model in which the effect of the DM strategy is accounted for. Second, we convert the original problem into an optimal control problem, where the objective functional stands for the expected marketing profit, each optimal control stands for an optimal DM strategy. Third, we derive the optimality system for the optimal control problem. By solving the optimality system, we get a potential optimal control. Next, through comparative experiments we conclude that the DM strategy associated with the potential optimal control outperforms most DM strategies in terms of the expected marketing profit. Therefore, we recommend this potential DM strategy. Finally, we examine the effect of some factors on the expected marketing profit for the potential DM strategy. Our findings help to enhance the marketing profit of a WOM marketing campaign.
topic WOM marketing
marketing profit
dynamic maintenance strategy
WOM propagation model
optimal control model
url https://ieeexplore.ieee.org/document/9133406/
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AT kaifanhuang dynamicmaintenancestrategyforwordofmouthmarketing
AT luxingyang dynamicmaintenancestrategyforwordofmouthmarketing
AT xiaofanyang dynamicmaintenancestrategyforwordofmouthmarketing
AT yuanyantang dynamicmaintenancestrategyforwordofmouthmarketing
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