Luca Pappalardo

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Creator: Schloss Dagstuhl - Leibniz Center for Informatics
Published: 1993
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◀ ▶ joint publications with Fosca Giannotti

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Publications

2026
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  - journals/corr/abs-2602-02304
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Martino Ciaperoni, Marzio Di Vece, Luca Pappalardo, Fosca Giannotti, Francesco Giannini:
Position: Explaining Behavioral Shifts in Large Language Models Requires a Comparative Approach. CoRR abs/2602.02304 (2026)
[i38]
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  - journals/corr/abs-2602-16315
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Gabriele Barlacchi, Margherita Lalli, Emanuele Ferragina, Fosca Giannotti, Dino Pedreschi, Luca Pappalardo:
The Diversity Paradox revisited: Systemic Effects of Feedback Loops in Recommender Systems. CoRR abs/2602.16315 (2026)
2025
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Dino Pedreschi, Luca Pappalardo, Emanuele Ferragina, Ricardo Baeza-Yates, Albert-László Barabási, Frank Dignum, Virginia Dignum, Tina Eliassi-Rad, Fosca Giannotti, János Kertész, Alistair Knott, Yannis E. Ioannidis, Paul Lukowicz, Andrea Passarella, Alex 'Sandy' Pentland, John Shawe-Taylor, Alessandro Vespignani:
Human-AI coevolution. Artif. Intell. 339: 104244 (2025)
[c42]
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Gabriele Barlacchi, Margherita Lalli, Luca Pappalardo, Fosca Giannotti:
Impact of Human-AI Feedback Loop on Users' Collective Choices: A Simulation. HHAI 2025: 515-517
[c41]
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Dino Pedreschi, Luca Pappalardo, Emanuele Ferragina, Ricardo Baeza-Yates, Albert-László Barabási, Frank Dignum, Virginia Dignum, Tina Eliassi-Rad, Fosca Giannotti, János Kertész, Alistair Knott, Yannis E. Ioannidis, Paul Lukowicz, Andrea Passarella, Alex 'Sandy' Pentland, John Shawe-Taylor, Alessandro Vespignani:
Human-AI Coevolution (Abstract Reprint). IJCAI 2025: 10957
[i34]
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  - journals/corr/abs-2510-14857
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Gabriele Barlacchi, Margherita Lalli, Emanuele Ferragina, Fosca Giannotti, Luca Pappalardo:
A Simulation Framework for Studying Systemic Effects of Feedback Loops in Recommender Systems. CoRR abs/2510.14857 (2025)
2024
[i31]
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  - journals/corr/abs-2407-01630
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Luca Pappalardo, Emanuele Ferragina, Salvatore Citraro, Giuliano Cornacchia, Mirco Nanni, Giulio Rossetti, Gizem Gezici, Fosca Giannotti, Margherita Lalli, Daniele Gambetta, Giovanni Mauro, Virginia Morini, Valentina Pansanella, Dino Pedreschi:
A survey on the impact of AI-based recommenders on human behaviours: methodologies, outcomes and future directions. CoRR abs/2407.01630 (2024)
[i27]
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  - journals/corr/abs-2410-12341
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Daniele Gambetta, Gizem Gezici, Fosca Giannotti, Dino Pedreschi, Alistair Knott, Luca Pappalardo:
A linguistic analysis of undesirable outcomes in the era of generative AI. CoRR abs/2410.12341 (2024)
2023
[c33]
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Fosca Giannotti, Riccardo Guidotti, Anna Monreale, Luca Pappalardo, Dino Pedreschi, Roberto Pellungrini, Francesca Pratesi, Salvatore Rinzivillo, Salvatore Ruggieri, Mattia Setzu, Rosaria Deluca:
Trustworthy AI at KDD Lab. Ital-IA 2023: 388-393
[i25]
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  - journals/corr/abs-2306-13723
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Dino Pedreschi, Luca Pappalardo, Ricardo Baeza-Yates, Albert-László Barabási, Frank Dignum, Virginia Dignum, Tina Eliassi-Rad, Fosca Giannotti, János Kertész, Alistair Knott, Yannis E. Ioannidis, Paul Lukowicz, Andrea Passarella, Alex 'Sandy' Pentland, John Shawe-Taylor, Alessandro Vespignani:
Social AI and the Challenges of the Human-AI Ecosystem. CoRR abs/2306.13723 (2023)
2022
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Vasiliki Voukelatou, Ioanna Miliou, Fosca Giannotti, Luca Pappalardo:
Understanding peace through the world news. EPJ Data Sci. 11(1): 2 (2022)
2021
[j12]
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Gennady L. Andrienko, Natalia V. Andrienko, Chiara Boldrini, Guido Caldarelli, Paolo Cintia, Stefano Cresci, Angelo Facchini, Fosca Giannotti, Aristides Gionis, Riccardo Guidotti, Michael Mathioudakis, Cristina Ioana Muntean, Luca Pappalardo, Dino Pedreschi, Evangelos Pournaras, Francesca Pratesi, Maurizio Tesconi, Roberto Trasarti:
(So) Big Data and the transformation of the city. Int. J. Data Sci. Anal. 11(4): 311-340 (2021)
[j11]
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Alina Sîrbu, Gennady L. Andrienko, Natalia V. Andrienko, Chiara Boldrini, Marco Conti, Fosca Giannotti, Riccardo Guidotti, Simone Bertoli, Jisu Kim, Cristina Ioana Muntean, Luca Pappalardo, Andrea Passarella, Dino Pedreschi, Laura Pollacci, Francesca Pratesi, Rajesh Sharma:
Human migration: the big data perspective. Int. J. Data Sci. Anal. 11(4): 341-360 (2021)
[j10]
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Alina Sîrbu, Gennady L. Andrienko, Natalia V. Andrienko, Chiara Boldrini, Marco Conti, Fosca Giannotti, Riccardo Guidotti, Simone Bertoli, Jisu Kim, Cristina Ioana Muntean, Luca Pappalardo, Andrea Passarella, Dino Pedreschi, Laura Pollacci, Francesca Pratesi, Rajesh Sharma:
Correction to: Human migration: the big data perspective. Int. J. Data Sci. Anal. 12(1): 77 (2021)
[i19]
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  - journals/corr/abs-2106-00306
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Vasiliki Voukelatou, Ioanna Miliou, Fosca Giannotti, Luca Pappalardo:
Understanding peacefulness through the world news. CoRR abs/2106.00306 (2021)
2020
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Vasiliki Voukelatou, Luca Pappalardo, Ioanna Miliou, Lorenzo Gabrielli, Fosca Giannotti:
Estimating countries' peace index through the lens of the world news as monitored by GDELT. DSAA 2020: 216-225
[i15]
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  - journals/corr/abs-2004-11278
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Pietro Bonato, Paolo Cintia, Francesco Fabbri, Daniele Fadda, Fosca Giannotti, Pier Luigi Lopalco, Sara Mazzilli, Mirco Nanni, Luca Pappalardo, Dino Pedreschi, Francesco Penone, Salvatore Rinzivillo, Giulio Rossetti, Marcello Savarese, Lara Tavoschi:
Mobile phone data analytics against the COVID-19 epidemics in Italy: flow diversity and local job markets during the national lockdown. CoRR abs/2004.11278 (2020)
[i14]
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  - journals/corr/abs-2006-03141
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Paolo Cintia, Daniele Fadda, Fosca Giannotti, Luca Pappalardo, Giulio Rossetti, Dino Pedreschi, Salvo Rinzivillo, Pietro Bonato, Francesco Fabbri, Francesco Penone, Marcello Savarese, Daniele Checchi, Francesca Chiaromonte, Paolo Vineis, Giorgio Guzzetta, Flavia Riccardo, Valentina Marziano, Piero Poletti, Filippo Trentini, Antonino Bella, Xanthi Andrianou, Martina Del Manso, Massimo Fabiani, Stefania Bellino, Stefano Boros, Alberto Mateo Urdiales, Maria Fenicia Vescio, Silvio Brusaferro, Giovanni Rezza, Patrizio Pezzotti, Marco Ajelli, Stefano Merler:
The relationship between human mobility and viral transmissibility during the COVID-19 epidemics in Italy. CoRR abs/2006.03141 (2020)
2019
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Luca Pappalardo, Paolo Cintia, Paolo Ferragina, Emanuele Massucco, Dino Pedreschi, Fosca Giannotti:
PlayeRank: Data-driven Performance Evaluation and Player Ranking in Soccer via a Machine Learning Approach. ACM Trans. Intell. Syst. Technol. 10(5): 59:1-59:27 (2019)
[j7]
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Riccardo Guidotti, Giulio Rossetti, Luca Pappalardo, Fosca Giannotti, Dino Pedreschi:
Personalized Market Basket Prediction with Temporal Annotated Recurring Sequences. IEEE Trans. Knowl. Data Eng. 31(11): 2151-2163 (2019)
2018
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Giuseppe Amato, Leonardo Candela, Donatella Castelli, Andrea Esuli, Fabrizio Falchi, Claudio Gennaro, Fosca Giannotti, Anna Monreale, Mirco Nanni, Pasquale Pagano, Luca Pappalardo, Dino Pedreschi, Francesca Pratesi, Fausto Rabitti, Salvatore Rinzivillo, Giulio Rossetti, Salvatore Ruggieri, Fabrizio Sebastiani, Maurizio Tesconi:
How Data Mining and Machine Learning Evolved from Relational Data Base to Data Science. A Comprehensive Guide Through the Italian Database Research 2018: 287-306
[i7]
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  - journals/corr/abs-1802-04987
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Luca Pappalardo, Paolo Cintia, Paolo Ferragina, Emanuele Massucco, Dino Pedreschi, Fosca Giannotti:
PlayeRank: Multi-dimensional and role-aware rating of soccer player performance. CoRR abs/1802.04987 (2018)
[i6]
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  - journals/corr/abs-1806-09936
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Dino Pedreschi, Fosca Giannotti, Riccardo Guidotti, Anna Monreale, Luca Pappalardo, Salvatore Ruggieri, Franco Turini:
Open the Black Box Data-Driven Explanation of Black Box Decision Systems. CoRR abs/1806.09936 (2018)
2017
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Giulio Rossetti, Luca Pappalardo, Dino Pedreschi, Fosca Giannotti:
Tiles: an online algorithm for community discovery in dynamic social networks. Mach. Learn. 106(8): 1213-1241 (2017)
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Riccardo Guidotti, Giulio Rossetti, Luca Pappalardo, Fosca Giannotti, Dino Pedreschi:
Market Basket Prediction Using User-Centric Temporal Annotated Recurring Sequences. ICDM 2017: 895-900
[i4]
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Riccardo Guidotti, Giulio Rossetti, Luca Pappalardo, Fosca Giannotti, Dino Pedreschi:
Next Basket Prediction using Recurring Sequential Patterns. CoRR abs/1702.07158 (2017)
[i3]
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  - journals/corr/abs-1712-02224
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Luca Pappalardo, Paolo Cintia, Dino Pedreschi, Fosca Giannotti, Albert-László Barabási:
Human Perception of Performance. CoRR abs/1712.02224 (2017)
2016
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Luca Pappalardo, Maarten Vanhoof, Lorenzo Gabrielli, Zbigniew Smoreda, Dino Pedreschi, Fosca Giannotti:
An analytical framework to nowcast well-being using mobile phone data. Int. J. Data Sci. Anal. 2(1-2): 75-92 (2016)
[j1]
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Giulio Rossetti, Luca Pappalardo, Riivo Kikas, Dino Pedreschi, Fosca Giannotti, Marlon Dumas:
Homophilic network decomposition: a community-centric analysis of online social services. Soc. Netw. Anal. Min. 6(1): 103:1-103:18 (2016)
[i2]
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Luca Pappalardo, Maarten Vanhoof, Lorenzo Gabrielli, Zbigniew Smoreda, Dino Pedreschi, Fosca Giannotti:
An analytical framework to nowcast well-being using mobile phone data. CoRR abs/1606.06279 (2016)
2015
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Giulio Rossetti, Luca Pappalardo, Riivo Kikas, Dino Pedreschi, Fosca Giannotti, Marlon Dumas:
Community-centric analysis of user engagement in Skype social network. ASONAM 2015: 547-552
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Luca Pappalardo, Dino Pedreschi, Zbigniew Smoreda, Fosca Giannotti:
Using big data to study the link between human mobility and socio-economic development. IEEE BigData 2015: 871-878
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Paolo Cintia, Fosca Giannotti, Luca Pappalardo, Dino Pedreschi, Marco Malvaldi:
The harsh rule of the goals: Data-driven performance indicators for football teams. DSAA 2015: 1-10
2014
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Salvatore Rinzivillo, Lorenzo Gabrielli, Mirco Nanni, Luca Pappalardo, Dino Pedreschi, Fosca Giannotti:
The purpose of motion: Learning activities from Individual Mobility Networks. DSAA 2014: 312-318
[c6]
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Diego Pennacchioli, Giulio Rossetti, Luca Pappalardo, Dino Pedreschi, Fosca Giannotti, Michele Coscia:
The patterns of musical influence on the Last.Fm social network. SEBD 2014: 284-291
2013
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Luca Pappalardo, Salvatore Rinzivillo, Dino Pedreschi, Fosca Giannotti:
Validating general human mobility patterns on massive GPS data. SEBD 2013: 305-312
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Diego Pennacchioli, Giulio Rossetti, Luca Pappalardo, Dino Pedreschi, Fosca Giannotti, Michele Coscia:
The Three Dimensions of Social Prominence. SocInfo 2013: 319-332
[p2]
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Fosca Giannotti, Luca Pappalardo, Dino Pedreschi, Dashun Wang:
A Complexity Science Perspective on Human Mobility. Mobility Data 2013: 297-314

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