Interacting Innovation processes: case studies from Reddit and Gutenberg
arXiv:2304.02435 · doi:10.1038/s41598-023-43967-1
Abstract
In this work, we introduce an extremely general model for a collection of innovation processes in order to model and analyze the interaction among them. We provide theoretical results, analytically proven, and we show how the proposed model fits the behaviors observed in some real data sets (from Reddit and Gutenberg). It is worth mentioning that the given applications are only examples of the potentialities of the proposed model and related results: due to its abstractness and generality, it can be applied to many interacting innovation processes.
arXiv comment6 figures
References in corpus (15)
- Cultural route to the emergence of linguistic categories
- Zipf's, Heaps' and Taylor's laws are determined by the expansion into the adjacent possible
- Interacting discovery processes on complex networks
- Serendipity and strategy in rapid innovation
- The exploration of the Adjacent Possible explains the emergence and evolution of social networks
- Schumpeterian economic dynamics as a quantifiable minimum model of evolution
- Taylor's law in innovation processes
- From innovation to diversification: a simple competitive model
- The Beneficial Role of Mobility for the Emergence of Innovation
- Evidence of Demographic rather than Ideological Segregation in News Discussion on Reddit
- Interacting generalized Friedman's urn systems
- Synchronization of Reinforced Stochastic Processes with a Network-based Interaction
- A model for the Twitter sentiment curve
- Interacting Innovation processes: case studies from Reddit and Gutenberg
- Damping effect in innovation processes: case studies from Twitter