Massimo Stella

80 papers A 1Journal 74Unranked 5

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Cognitive networks highlight differences and similarities in the STEM mindsets of human and LLM-simulated trainees, experts and academics. J. Complex Networks Edith Haim, Lars van den Bergh, Cynthia S. Q. Siew, Yoed N. Kenett, Daniele Marinazzo, Massimo Stella
2026	J	`jnl`	Cognitive networks identify AI biases on societal issues in Large Language Models. EPJ Data Sci. Edoardo Sebastiano De Duro, Emma Franchino, Riccardo Improta, Giuseppe Alessandro Veltri, Massimo Stella
2026	J	`jnl`	Cognitive networks reconstruct mindsets about STEM subjects and educational contexts in almost 1000 high-schoolers, University students and LLM-based digital twins. CoRR Francesco Gariboldi, Emma Franchino, Edith Haim, Gianluca Lattanzi, Alessandro Grecucci, Massimo Stella
2026	J	`jnl`	Emotional drivers of misinformation consumption and toxicity on YouTube. PeerJ Comput. Sci. Arnaldo Santoro, Luciana Ciringione, Massimo Stella, Fabiana Zollo
2026	J	`jnl`	Forma mentis networks predict creativity ratings of short texts via interpretable artificial intelligence in human and AI-simulated raters. J. Comput. Soc. Sci. Edith Haim, Natalie Fischer, Salvatore Citraro, Giulio Rossetti, Massimo Stella
2026	J	`jnl`	How to predict creativity ratings from written narratives: A comparison of co-occurrence and textual forma mentis networks. CoRR Roberto Passaro, Edith Haim, Massimo Stella
2025	J	`jnl`	A network psychometric analysis of maths anxiety factors in Italian psychology students. CoRR Emma Franchino, Luciana Ciringione, Luisa Canal, Ottavia Marina Epifania, Luigi Lombardi, Gianluca Lattanzi, Massimo Stella
2025	J	`jnl`	A word association network methodology for evaluating implicit biases in LLMs compared to humans. CoRR Katherine Abramski, Giulio Rossetti, Massimo Stella
2025	J	`jnl`	Cognitive Networks and Text Analysis Identify Anxiety as a Key Dimension of Distress in Genuine Suicide Notes. Big Data Cogn. Comput. Massimo Stella, Trevor James Swanson, Andreia Sofia Teixeira, Brianne N. Richson, Ying Li, Thomas T. Hills, Kelsie T. Forbush, David Watson
2025	J	`jnl`	Cognitive networks highlight differences and similarities in the STEM mindsets of human and LLM-simulated trainees, experts and academics. CoRR Edith Haim, Lars van den Bergh, Cynthia S. Q. Siew, Yoed N. Kenett, Daniele Marinazzo, Massimo Stella
2025	J	`jnl`	Emotional content and semantic structure of dialogues are associated with Interpersonal Neural Synchrony in the Prefrontal Cortex. NeuroImage Alessandro Carollo, Massimo Stella, Mengyu Lim, Andrea Bizzego, Gianluca Esposito
2025	J	`jnl`	Exploring the Link Between the Emotional Recall Task and Mental Health in Humans and LLMs. Inf. Alessandra Carini, Enrique Taietta, Massimo Stella
2025	J	`jnl`	Math anxiety and associative knowledge structure are entwined in psychology students but not in Large Language Models like GPT-3.5 and GPT-4o. CoRR Luciana Ciringione, Emma Franchino, Simone Reigl, Isaia D'Onofrio, Anna Serbati, Oleksandra Poquet, Florence Gabriel, Massimo Stella
2025	J	`jnl`	Measuring and identifying factors of individuals' trust in Large Language Models. CoRR Edoardo Sebastiano De Duro, Giuseppe A. Veltri, Hudson Golino, Massimo Stella
2025	J	`jnl`	SpreadPy: A Python tool for modelling spreading activation and superdiffusion in cognitive multiplex networks. CoRR Salvatore Citraro, Edith Haim, Alessandra Carini, Cynthia S. Q. Siew, Giulio Rossetti, Massimo Stella
2025	J	`jnl`	Textual forma mentis networks bridge language structure, emotional content and psychopathology levels in adolescents. CoRR Alexis Carrillo, Simon Friedrich Roske, Rebeca Ianov-Vitanov, Enrico Perinelli, Alessandro Grecucci, Massimo Stella
2025	J	`jnl`	The Role of AI-Based Chatbots in Public Health Emergencies: A Narrative Review. Future Internet Francesco Branda, Massimo Stella, Cecilia Ceccarelli, Federico Cabitza, Giancarlo Ceccarelli, Antonello Maruotti, Massimo Ciccozzi, Fabio Scarpa
2024	—	`conf`	Cognitive Network Science Unveils Affective Bias in GPT Models Mirroring Math Anxiety in High-School Students. HHAI Katherine Abramski, Salvatore Citraro, Luigi Lombardi, Giulio Rossetti, Massimo Stella
2024	J	`jnl`	Forma mentis networks predict creativity ratings of short texts via interpretable artificial intelligence in human and GPT-simulated raters. CoRR Edith Haim, Natalie Fischer, Salvatore Citraro, Giulio Rossetti, Massimo Stella
2024	—	`conf`	LLM-Generated Word Association Norms. HHAI Katherine Abramski, Clara Lavorati, Giulio Rossetti, Massimo Stella
2024	J	`jnl`	PhDGPT: Introducing a psychometric and linguistic dataset about how large language models perceive graduate students and professors in psychology. CoRR Edoardo Sebastiano De Duro, Enrique Taietta, Riccardo Improta, Massimo Stella
2024	J	`jnl`	The "LLM World of Words" English free association norms generated by large language models. CoRR Katherine Abramski, Riccardo Improta, Giulio Rossetti, Massimo Stella
2024	J	`jnl`	Voices of rape: Cognitive networks link passive voice usage to psychological distress in online narratives. Comput. Hum. Behav. Katherine Abramski, Luciana Ciringione, Giulio Rossetti, Massimo Stella
2024	J	`jnl`	Y Social: an LLM-powered Social Media Digital Twin. CoRR Giulio Rossetti, Massimo Stella, Rémy Cazabet, Katherine Abramski, Erica Cau, Salvatore Citraro, Andrea Failla, Riccardo Improta, Virginia Morini, Valentina Pansanella
2023	J	`jnl`	Cognitive Network Science Reveals Bias in GPT-3, GPT-3.5 Turbo, and GPT-4 Mirroring Math Anxiety in High-School Students. Big Data Cogn. Comput. Katherine Abramski, Salvatore Citraro, Luigi Lombardi, Giulio Rossetti, Massimo Stella
2023	J	`jnl`	Cognitive network science reveals bias in GPT-3, ChatGPT, and GPT-4 mirroring math anxiety in high-school students. CoRR Katherine Abramski, Salvatore Citraro, Luigi Lombardi, Giulio Rossetti, Massimo Stella
2023	J	`jnl`	Multiplex lexical networks and artificial intelligence unravel cognitive patterns of picture naming in people with anomic aphasia. Cogn. Syst. Res. Oliver Baker, Maria Montefinese, Nichol Castro, Massimo Stella
2023	J	`jnl`	Polarization and multiscale structural balance in signed networks. CoRR Szymon Talaga, Massimo Stella, Trevor James Swanson, Andreia Sofia Teixeira
2023	J	`jnl`	Towards hypergraph cognitive networks as feature-rich models of knowledge. CoRR Salvatore Citraro, Simon De Deyne, Massimo Stella, Giulio Rossetti
2023	J	`jnl`	Towards hypergraph cognitive networks as feature-rich models of knowledge. EPJ Data Sci. Salvatore Citraro, Simon De Deyne, Massimo Stella, Giulio Rossetti
2023	J	`jnl`	Who can help me? Reconstructing users' psychological journeys in depression-related social media interactions. CoRR Virginia Morini, Salvatore Citraro, Elena Sajno, Maria Sansoni, Giuseppe Riva, Massimo Stella, Giulio Rossetti
2022	J	`jnl`	Cognitive Network Science for Understanding Online Social Cognitions: A Brief Review. Top. Cogn. Sci. Massimo Stella
2022	J	`jnl`	Cognitive Networks Extract Insights on COVID-19 Vaccines from English and Italian Popular Tweets: Anticipation, Logistics, Conspiracy and Loss of Trust. Big Data Cogn. Comput. Massimo Stella, Michael S. Vitevitch, Federico Botta
2022	J	`jnl`	Cognitive modelling with multilayer networks: Insights, advancements and future challenges. CoRR Massimo Stella, Salvatore Citraro, Giulio Rossetti, Daniele Marinazzo, Yoed N. Kenett, Michael S. Vitevitch
2022	J	`jnl`	Editorial: The Mental Lexicon, Blueprint of the Dictionaries of Tomorrow: Cognitive Aspects of the Lexicon. Frontiers Artif. Intell. Michael Zock, Simon De Deyne, Massimo Stella, Vito Pirrelli
2022	J	`jnl`	Feature-rich multiplex lexical networks reveal mental strategies of early language learning. CoRR Salvatore Citraro, Michael S. Vitevitch, Massimo Stella, Giulio Rossetti
2022	J	`jnl`	Knowledge Modelling and Learning through Cognitive Networks. Big Data Cogn. Comput. Massimo Stella, Yoed N. Kenett
2022	J	`jnl`	Natural Language Processing and Cognitive Networks Identify UK Insurers' Trends in Investor Day Transcripts. Future Internet Stefan Claus, Massimo Stella
2022	J	`jnl`	Network psychometrics and cognitive network science open new ways for understanding math anxiety as a complex system. J. Complex Networks Massimo Stella
2022	—	`conf`	Reviewing Theoretical and Generalizable Text Network Analysis: Forma Mentis Networks in Cognitive Science. NetSciLA@LAK Oleksandra Poquet, Massimo Stella
2022	J	`jnl`	Writing about COVID-19 vaccines: Emotional profiling unravels how mainstream and alternative press framed AstraZeneca, Pfizer and vaccination campaigns. CoRR Alfonso Semeraro, Salvatore Vilella, Giancarlo Ruffo, Massimo Stella
2021	J	`jnl`	Cognitive network science for understanding online social cognitions: A brief review. CoRR Massimo Stella
2021	J	`jnl`	Cognitive network science quantifies feelings expressed in suicide letters and Reddit mental health communities. CoRR Simmi Marina Joseph, Salvatore Citraro, Virginia Morini, Giulio Rossetti, Massimo Stella
2021	J	`jnl`	Cognitive networks identify the content of English and Italian popular posts about COVID-19 vaccines: Anticipation, logistics, conspiracy and loss of trust. CoRR Massimo Stella, Michael S. Vitevitch, Federico Botta
2021	J	`jnl`	DASentimental: Detecting Depression, Anxiety, and Stress in Texts via Emotional Recall, Cognitive Networks, and Machine Learning. Big Data Cogn. Comput. Asra Fatima, Ying Li, Thomas Trenholm Hills, Massimo Stella
2021	J	`jnl`	DASentimental: Detecting depression, anxiety and stress in texts via emotional recall, cognitive networks and machine learning. CoRR Asra Fatima, Ying Li, Thomas T. Hills, Massimo Stella
2021	J	`jnl`	Mapping computational thinking mindsets between educational levels with cognitive network science. J. Complex Networks Massimo Stella, Anastasiya Kapuza, Catherine Cramer, Stephen M. Uzzo
2021	J	`jnl`	Network psychometrics and cognitive network science open new ways for detecting, understanding and tackling the complexity of math anxiety: A review. CoRR Massimo Stella
2020	J	`jnl`	#lockdown: Network-Enhanced Emotional Profiling in the Time of COVID-19. Big Data Cogn. Comput. Massimo Stella, Valerio Restocchi, Simon De Deyne
2020	J	`jnl`	#lockdown: network-enhanced emotional profiling at the times of COVID-19. CoRR Massimo Stella, Valerio Restocchi, Simon De Deyne
2020	J	`jnl`	Cognitive Network Science Reconstructs How Experts, News Outlets and Social Media Perceived the COVID-19 Pandemic. Syst. Massimo Stella
2020	J	`jnl`	Forma mentis networks map how nursing and engineering students enhance their mindsets about innovation and health during professional growth. PeerJ Comput. Sci. Massimo Stella, Anna Zaytseva
2020	J	`jnl`	Mapping computational thinking mindsets between educational levels with cognitive network science. CoRR Massimo Stella, Anastasiya Kapuza, Catherine Cramer, Stephen M. Uzzo
2020	J	`jnl`	Quantifying the Interplay of Semantics and Phonology During Failures of Word Retrieval by People With Aphasia Using a Multiplex Lexical Network. Cogn. Sci. Nichol Castro, Massimo Stella, Cynthia S. Q. Siew
2020	J	`jnl`	Revealing semantic and emotional structure of suicide notes with cognitive network science. CoRR Andreia Sofia Teixeira, Szymon Talaga, Trevor James Swanson, Massimo Stella
2020	J	`jnl`	Social discourse and reopening after COVID-19 A post-lockdown analysis of flickering emotions and trending stances in Italy. First Monday Massimo Stella
2020	J	`jnl`	Text-mining forma mentis networks reconstruct public perception of the STEM gender gap in social media. CoRR Massimo Stella
2020	J	`jnl`	Text-mining forma mentis networks reconstruct public perception of the STEM gender gap in social media. PeerJ Comput. Sci. Massimo Stella
2020	J	`jnl`	Unraveling the effects of multiscale network entanglement on disintegration of empirical systems. CoRR Arsham Ghavasieh, Massimo Stella, Jacob D. Biamonte, Manlio De Domenico
2019	J	`jnl`	Investigating Peer and Sorting Effects within an Adaptive Multiplex Network Model. Games Francesca Lipari, Massimo Stella, Alberto Antonioni
2019	J	`jnl`	Modelling Early Word Acquisition through Multiplex Lexical Networks and Machine Learning. Big Data Cogn. Comput. Massimo Stella
2019	J	`jnl`	Reducing measles risk in Turkey through social integration of Syrian refugees. CoRR Paolo Bosetti, Piero Poletti, Massimo Stella, Bruno Lepri, Stefano Merler, Manlio De Domenico
2019	J	`jnl`	The multiplex structure of the mental lexicon influences picture naming in people with aphasia. J. Complex Networks Nichol Castro, Massimo Stella
2019	J	`jnl`	Viability in Multiplex Lexical Networks and Machine Learning Characterizes Human Creativity. Big Data Cogn. Comput. Massimo Stella, Yoed N. Kenett
2018	J	`jnl`	Assessing the position tracking reliability of Carstens' AG500 and AG501 electromagnetic articulographs during constrained movements and speech tasks. Speech Commun. Francesco Sigona, Massimo Stella, Antonio Stella, Paolo Bernardini, Barbara Gili Fivela, Mirko Grimaldi
2018	J	`jnl`	Bots increase exposure to negative and inflammatory content in online social systems. Proc. Natl. Acad. Sci. USA Massimo Stella, Emilio Ferrara, Manlio De Domenico
2018	J	`jnl`	Bots sustain and inflate striking opposition in online social systems. CoRR Massimo Stella, Emilio Ferrara, Manlio De Domenico
2018	J	`jnl`	Cohort and Rhyme Priming Emerge from the Multiplex Network Structure of the Mental Lexicon. Complex. Massimo Stella
2018	J	`jnl`	Distance Entropy Cartography Characterises Centrality in Complex Networks. Entropy Massimo Stella, Manlio De Domenico
2018	J	`jnl`	Distance entropy cartography characterises centrality in complex networks. CoRR Massimo Stella, Manlio De Domenico
2018	J	`jnl`	Individual perception dynamics in drunk games. CoRR Alberto Antonioni, Luis A. Martinez-Vaquero, Cole Mathis, Leto Peel, Massimo Stella
2018	J	`jnl`	Influence of augmented humans in online interactions during voting events. CoRR Massimo Stella, Marco Cristoforetti, Manlio De Domenico
2017	J	`jnl`	Multiplex model of mental lexicon reveals explosive learning in humans. CoRR Massimo Stella, Nicole M. Beckage, Markus Brede, Manlio De Domenico
2017	J	`jnl`	Parasite spreading in spatial ecological multiplex networks. J. Complex Networks Massimo Stella, Cecilia S. Andreazzi, Sanja Selakovic, Alireza Goudarzi, Alberto Antonioni
2016	—	`conf`	Mental Lexicon Growth Modelling Reveals the Multiplexity of the English Language. CompleNet Massimo Stella, Markus Brede
2016	J	`jnl`	Mental Lexicon Growth Modelling Reveals the Multiplexity of the English Language. CoRR Massimo Stella, Markus Brede
2016	J	`jnl`	Multiplex lexical networks reveal patterns in early word acquisition in children. CoRR Massimo Stella, Nicole M. Beckage, Markus Brede
2014	—	`conf`	Investigating the Phonetic Organisation of the English Language via Phonological Networks, Percolation and Markov Models. ECCS Massimo Stella, Markus Brede
2014	J	`jnl`	Patterns in the English Language: Phonological Networks, Percolation and Assembly Models. CoRR Massimo Stella, Markus Brede
2013	A	`conf`	Electromagnetic articulography with AG500 and AG501. INTERSPEECH Massimo Stella, Antonio Stella, Francesco Sigona, Paolo Bernardini, Mirko Grimaldi, Barbara Gili Fivela