Shared worlds and shared minds: A theory of collective learning and a psychology of common knowledge.
Sign Up to like & getrecommendations! Published in 2020 at "Psychological review"
DOI: 10.1037/rev0000200
Abstract: The study of observational learning, or learning from others, is a cornerstone of the behavioral sciences, because it grounds the continuity, diversity, and innovation inherent to humanity's cultural repertoire within the social learning capacities of… read more here.
Keywords: theory collective; common knowledge; collective learning; psychology ... See more keywords
Collective learning from individual experiences and information transfer during group foraging
Sign Up to like & getrecommendations! Published in 2019 at "Journal of the Royal Society Interface"
DOI: 10.1098/rsif.2018.0803
Abstract: Living in groups brings benefits to many animals, such as protection against predators and an improved capacity for sensing and making decisions while searching for resources in uncertain environments. A body of studies has shown… read more here.
Keywords: information; collective learning; group; individual experiences ... See more keywords
Mechanisms of collective learning: how can animal groups improve collective performance when repeating a task?
Sign Up to like & getrecommendations! Published in 2023 at "Philosophical Transactions of the Royal Society B: Biological Sciences"
DOI: 10.1098/rstb.2022.0060
Abstract: Learning is ubiquitous in animals: individuals can use their experience to fine-tune behaviour and thus to better adapt to the environment during their lifetime. Observations have accumulated that, at the collective level, groups can also… read more here.
Keywords: performance repeating; improve collective; groups improve; collective performance ... See more keywords
Privacy-Preserving Collective Learning With Homomorphic Encryption
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DOI: 10.1109/access.2021.3114581
Abstract: Deep learning models such as long short-term memory (LSTM) are valuable classifiers for time series data like hourly clinical statistics. However, access to health data is challenging due to privacy and legal issues. Homomorphic encryption… read more here.
Keywords: preserving collective; privacy preserving; protocol; homomorphic encryption ... See more keywords
Risk perception and behavioral change during epidemics: Comparing models of individual and collective learning
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DOI: 10.1371/journal.pone.0226483
Abstract: Modern societies are exposed to a myriad of risks ranging from disease to natural hazards and technological disruptions. Exploring how the awareness of risk spreads and how it triggers a diffusion of coping strategies is… read more here.
Keywords: risk; collective learning; diffusion; agent based ... See more keywords