Synergistic integration between machine learning and agent-based modeling: A multidisciplinary review
Agent-based modeling (ABM) involves developing models in which agents make adaptive
decisions in a changing environment. Machine-learning (ML) based inference models can …
decisions in a changing environment. Machine-learning (ML) based inference models can …
Agent‐based modeling of new product market diffusion: an overview of strengths and criticisms
Market diffusion of new products is driven by the actions and reactions of consumers,
distributors, competitors, and other stakeholders, all of whom can be heterogeneous in their …
distributors, competitors, and other stakeholders, all of whom can be heterogeneous in their …
Using machine learning for agent specifications in agent-based models and simulations: A critical review and guidelines
MAE Dehkordi, JM Lechner, A Ghorbani… - Journal of Artificial …, 2023 - research.tudelft.nl
Agent-based modelling and simulation (ABMS), whether simple toy models or complex data-
driven ones, is regularly applied in various domains to study the system-level patterns …
driven ones, is regularly applied in various domains to study the system-level patterns …
[HTML][HTML] Determining the right time to advertise adopter numbers for a two-sided digital platform: An agent-based simulation optimization approach
MD Haurand, C Stummer - EURO Journal on Decision Processes, 2023 - Elsevier
The adoption of two-sided digital platforms is influenced by cross-side network effects, that
is, the number of adopters on the demand side of a platform affects the number of adopters …
is, the number of adopters on the demand side of a platform affects the number of adopters …
Path dependence
C Gräbner-Radkowitsch, J Kapeller - 2024 - econstor.eu
This short paper explains the theory of path dependence and clarifies its relation to concepts
such as positive feedback or lock-in, arguing that path dependence is a core theoretical …
such as positive feedback or lock-in, arguing that path dependence is a core theoretical …
[PDF][PDF] The early-stage development of two-sided digital platforms: a simulation approach
MD Haurand, C Stummer - 2018 - scholar.archive.org
Two-sided digital platforms mediate between two independent groups of users in a virtual
marketplace. Firms such as Airbnb have impressively demonstrated the disruptive effects of …
marketplace. Firms such as Airbnb have impressively demonstrated the disruptive effects of …
Beyond interchange: From plastic to payment platforms?
U Milkau - Journal of Payments Strategy & Systems, 2020 - ingentaconnect.com
The emergence of mobile payments has delivered unprecedented levels of convenience for
consumers. In parallel, digital platforms have begun to launch dedicated payment platforms …
consumers. In parallel, digital platforms have begun to launch dedicated payment platforms …
[PDF][PDF] Von Onlineplattformen und mittelalterlichen Märkten
C Gräbner, T Heinrich - 2017 - core.ac.uk
Claudius Gräbner, Torsten Heinrich 26/3 (2017) form “dar, die beide Seiten des Marktes
miteinander verbindet. Die Begriffe der Plattform und des Netzwerkbetreibers sind also breit …
miteinander verbindet. Die Begriffe der Plattform und des Netzwerkbetreibers sind also breit …
Von Onlineplattformen und mittelalterlichen Märkten: Gleichgewichtsmodelle und agentenbasierte Modellierung zweiseitiger Märkte
C Gräbner, T Heinrich - … in Theorie und Praxis/Journal for Technology …, 2017 - ssoar.info
Mit der zunehmenden Digitalisierung und Vernetzung ökonomischer Systeme haben
plattformbasierte Interaktionsbeziehungen stark an Bedeutung gewonnen. Hier werden zwei …
plattformbasierte Interaktionsbeziehungen stark an Bedeutung gewonnen. Hier werden zwei …