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Table 1 Summary of the component requirements for the multi-agent framework

From: A modular multi-agent framework for innovation diffusion in changing business environments: conceptualization, formalization and implementation

Nr.

Component

Design requirement

CR 1

Temporal model

Specification of temporal model context

CR 2

Process model

Management of stages and dynamics of the simulation

CR 3

Spatial model

Appropriate level of spatial representation

CR 4

Network model

Possibility to depict social network as graph

CR 5

Network model

Configuration of different network topologies

CR 6

Network model

Flexibility for numerous forms of social ties

CR 7

Product entity

Product innovation with variety of product qualities

CR 8

Product entity

Manipulation of the product innovations in the simulation

CR 9

Perception

Duality of true qualities and subjective perceptions

CR 10

Perception

Dynamic socio-economic product perceptions

CR 11

Perception

Possibility for observing adopted products

CR 12

Perception

Consideration of consumer unawareness of products

CR 13

Preferences

Agent-specific preferences by environmental and social values

CR 14

Preferences

Linkage of product qualities and preferences for evaluation

CR 15

Decisions

Integration of various dynamics and attributes

CR 16

Decisions

Highly flexible and heterogeneous decision processes

CR 17

Decisions

Initiation of the decision process through a need event

CR 18

Communications

Communication component to address social perception

CR 19

Communications

Adaptable and integrated communication channels

CR 20

Communications

Communication with influence on behavior or belief

CR 21

Communications

Heterogeneous and spatial communication schemes

CR 22

Advertisements

Provision of mass media and advertisement capability

CR 23

Advertisements

Perception or preference change of agents

CR 24

Consumer agent

Consumer agent with individual attributes

CR 25

Consumer agent

Intra-homogenous and inter-heterogeneous agent groups

CR 26

Company agent

Company agent with product-relevant consumer influence

CR 27

Company agent

Proactive product management and marketing

CR 28

Sales agent

Sales agents with product portfolio

CR 29

Sales agent

Proactive behavior and purchase processes in spatial context

CR 30

Policy agent

Policy agent with with re- or proactive policy management