471 citations · 714 across the 33 of their papers we have counts for
6 papers · 1 filter
Cognitive modelling with multilayer networks: Insights, advancements and future challenges
Massimo Stella, Salvatore Citraro, Giulio Rossetti +3
The mental lexicon is a complex cognitive system representing information about the words/concepts that one knows. Decades of psychological experiments have shown that conceptual a…
Change my Mind: Data Driven Estimate of Open-Mindedness from Political Discussions
Valentina Pansanella, Virginia Morini, Tiziano Squartini +1
One of the main dimensions characterizing the unfolding of opinion formation processes in social debates is the degree of open-mindedness of the involved population. Opinion dynami…
Detecting People Interested in Non-Suicidal Self-Injury on Social Media
Zaihan Yang, Dmitry Zinoviev
We propose a supervised learning approach to detect people interested in Non-Suicidal Self-Injury (NSSI). We treat the task as a binary classification problem, and build classifier…
From mean-field to complex topologies: network effects on the algorithmic bias model
Valentina Pansanella, Giulio Rossetti, Letizia Milli
Nowadays, we live in a society where people often form their opinion by accessing and discussing contents shared on social networking websites. While these platforms have fostered…
Venture Capital investments through the lens of Network and Functional Data Analysis
Christian Esposito, Marco Gortan, Lorenzo Testa +4
In this paper we characterize the performance of venture capital-backed firms based on their ability to attract investment. The aim of the study is to identify relevant predictors…
Feature-rich multiplex lexical networks reveal mental strategies of early language learning
Salvatore Citraro, Michael S. Vitevitch, Massimo Stella +1
Knowledge in the human mind exhibits a dualistic vector/network nature. Modelling words as vectors is key to natural language processing, whereas networks of word associations can…