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I argue that there is also an important role for agent-based computer models in which agents incorporate cognitive models of moderate complexity. In particular, I argue that such models have the potential to bring insights from the humanistic study of culture into population-level modeling of cultural change.<\/jats:p>\n                  <\/jats:sec>\n                  <jats:sec>\n                    <jats:title>Methods<\/jats:title>\n                    <jats:p>I motivate my proposal in part by describing an agent-based modeling framework, POPCO, in which agents\u2019 communication of their simulated beliefs depends on a model of analogy processing implemented by artificial neural networks within each agent. I use POPCO to model a hypothesis about causal relations between cultural patterns proposed by Peggy Sanday.<\/jats:p>\n                  <\/jats:sec>\n                  <jats:sec>\n                    <jats:title>Results<\/jats:title>\n                    <jats:p>In model 1, empirical patterns like those reported by Sanday emerge from the influence of analogies on agents\u2019 communication with each other. Model 2 extends model 1 by allowing the components of a new analogy to diffuse through the population for reasons unrelated to later effects of the analogy. This illustrates a process by which novel cultural features might arise.<\/jats:p>\n                  <\/jats:sec>\n                  <jats:sec>\n                    <jats:title>Conclusions<\/jats:title>\n                    <jats:p>The inclusion of relatively simple cognitive models in agents allows modeling population-level effects of inferential and cultural coherence relations, including symbolic cultural relationships. I argue that such models of moderate complexity can illuminate various causal relationships involving cultural patterns and cognitive processes.<\/jats:p>\n                  <\/jats:sec>","DOI":"10.1186\/2194-3206-1-16","type":"journal-article","created":{"date-parts":[[2019,1,21]],"date-time":"2019-01-21T20:28:55Z","timestamp":1548102535000},"update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":6,"title":["A moderate role for cognitive models in agent-based modeling of cultural change"],"prefix":"10.1186","volume":"1","author":[{"given":"Marshall","family":"Abrams","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2013,9,13]]},"reference":[{"issue":"4","key":"14_CR1","doi-asserted-by":"crossref","first-page":"1","DOI":"10.18564\/jasss.2023","volume":"15","author":"S Ghirlanda","year":"2012","unstructured":"Ghirlanda S, Enquist M, Acerbi A: Old and young individuals\u2019 role in cultural change. 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