Analysis of Customer Behaviour and Online Retailers Strategies Using the Agent-Based Simulation
This paper discusses the application of ABMS – agent-based modelling and simulation in the analysis of customer behaviour on B2C e-commerce websites as well as in the analysis of various business decisions upon the effects of on-line sales. By linking the areas of modelling based on agents and elect...
Main Authors: | , |
---|---|
Format: | Article |
Language: | English |
Published: |
University of Belgrade, Faculty of Organisational Sciences
2015-02-01
|
Series: | Management |
Online Access: | http://management.fon.bg.ac.rs/index.php/mng/article/view/52 |
id |
doaj-515f87ba6b194ec1afb64da164a8dee8 |
---|---|
record_format |
Article |
spelling |
doaj-515f87ba6b194ec1afb64da164a8dee82020-11-25T01:28:35ZengUniversity of Belgrade, Faculty of Organisational SciencesManagement1820-02222406-06582015-02-012077132452Analysis of Customer Behaviour and Online Retailers Strategies Using the Agent-Based SimulationSava Čavoški0Aleksandar Markovic1MDS informaticki inzenjeringUniversity of Belgrade, Faculty of Organizational SciencesThis paper discusses the application of ABMS – agent-based modelling and simulation in the analysis of customer behaviour on B2C e-commerce websites as well as in the analysis of various business decisions upon the effects of on-line sales. By linking the areas of modelling based on agents and electronic commerce, this paper addresses the new opportunities for a quality assessment of consumer behaviour and reasons explaining this behaviour in e-commerce. The interactions of agents that make up this model are sublimated in the utility function that provides the basis for decision-making in the model. The rules of behaviour and interactions, included in the model through the utility function, denote the complexity of the decision-making process which occurs in evaluation and purchase of products in the part of B2C e-commerce. The simulation model implemented in the software NetLogo enables the monitoring of all interactions between the consumers (ConsumerAgents), seller-Internet sites (SellerAgents) and advertisement agents (BannerAgents) by generating the indicators of B2C site business performance.http://management.fon.bg.ac.rs/index.php/mng/article/view/52 |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Sava Čavoški Aleksandar Markovic |
spellingShingle |
Sava Čavoški Aleksandar Markovic Analysis of Customer Behaviour and Online Retailers Strategies Using the Agent-Based Simulation Management |
author_facet |
Sava Čavoški Aleksandar Markovic |
author_sort |
Sava Čavoški |
title |
Analysis of Customer Behaviour and Online Retailers Strategies Using the Agent-Based Simulation |
title_short |
Analysis of Customer Behaviour and Online Retailers Strategies Using the Agent-Based Simulation |
title_full |
Analysis of Customer Behaviour and Online Retailers Strategies Using the Agent-Based Simulation |
title_fullStr |
Analysis of Customer Behaviour and Online Retailers Strategies Using the Agent-Based Simulation |
title_full_unstemmed |
Analysis of Customer Behaviour and Online Retailers Strategies Using the Agent-Based Simulation |
title_sort |
analysis of customer behaviour and online retailers strategies using the agent-based simulation |
publisher |
University of Belgrade, Faculty of Organisational Sciences |
series |
Management |
issn |
1820-0222 2406-0658 |
publishDate |
2015-02-01 |
description |
This paper discusses the application of ABMS – agent-based modelling and simulation in the analysis of customer behaviour on B2C e-commerce websites as well as in the analysis of various business decisions upon the effects of on-line sales. By linking the areas of modelling based on agents and electronic commerce, this paper addresses the new opportunities for a quality assessment of consumer behaviour and reasons explaining this behaviour in e-commerce. The interactions of agents that make up this model are sublimated in the utility function that provides the basis for decision-making in the model. The rules of behaviour and interactions, included in the model through the utility function, denote the complexity of the decision-making process which occurs in evaluation and purchase of products in the part of B2C e-commerce. The simulation model implemented in the software NetLogo enables the monitoring of all interactions between the consumers (ConsumerAgents), seller-Internet sites (SellerAgents) and advertisement agents (BannerAgents) by generating the indicators of B2C site business performance. |
url |
http://management.fon.bg.ac.rs/index.php/mng/article/view/52 |
work_keys_str_mv |
AT savacavoski analysisofcustomerbehaviourandonlineretailersstrategiesusingtheagentbasedsimulation AT aleksandarmarkovic analysisofcustomerbehaviourandonlineretailersstrategiesusingtheagentbasedsimulation |
_version_ |
1725100686476050432 |