Generate Descriptive Social Networks for Large Populations from Available Observations: A Novel Methodology and a Generator

Autor: Thiriot, Samuel

When modeling a social dynamics with an agent-oriented approach, researchers have to describe the structure of interactions within the population. Given the intractability of extensive network collecting, they rely on random network generators that a

Externí odkaz: http://arxiv.org/abs/2003.02213

Pairing for Generation of Synthetic Populations: the Direct Probabilistic Pairing method

Autor: Thiriot, Samuel, Sevenet, Marie

Methods for the Generation of Synthetic Populations do generate the entities required for micro models or multi-agent models, such as they match field observations or hypothesis on the population under study. We tackle here the specific question of c

Externí odkaz: http://arxiv.org/abs/2002.03853

Gen*: an integrated tool for realistic agent population synthesis

Autor: Chapuis, Kevin, Taillandier, Patrick, Gaudou, Benoit, Amblard, Frederic, Thiriot, Samuel

In recent years, the use of agent-based modeling to tackle complex societal issue has led to the massive use of data to better represent the targeted system. A key question in the development of such models is the definition of the initial population

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=dedup_wf_001::0f4cb8cb20a5a36352193ff90b374807
https://hal.archives-ouvertes.fr/hal-03097016

Vers une modélisation plus réaliste de la diffusion d'innovations à l'aide de la simulation multi-agents

Autor: Thiriot, Samuel

Publikováno v: Modélisation et simulation. Université Pierre et Marie Curie-Paris VI, 2009. Français
Modélisation et simulation. Université Pierre et Marie Curie-Paris VI, 2009. Français. ⟨NNT : ⟩

Diffusion of innovations is defined as the communication process by which a new practice, idea or product spreads within a social system. For example, an innovation could be the adoption of a new contraceptive solution, practicing water boiling or bu

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=dedup_wf_001::37fcb8aad3d705c5cd0cceaba4594b24
https://tel.archives-ouvertes.fr/tel-00519016/file/main.pdf

Generate country-scale networks of interaction from scattered statistics

Autor: Thiriot, Samuel, Kant, Jean-Daniel

Publikováno v: ESSA 2008, European Social Simulation Association Conference
ESSA 2008, European Social Simulation Association Conference, Sep 2008, Brescia, Italy

It is common to define the structure of interactions among a population of agents by a network. Most of agent-based models were shown highly sensitive to that network, so the relevance of simulation results directely depends on the descriptive power

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::b58ae8f537a8b33cc65c436a8daab7ae
https://hal.archives-ouvertes.fr/hal-01300856