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Francesco Bonchi
Scientific Director

Home Page: www.francescobonchi.com

Publications

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Relevance-based Infilling for Natural Language Counterfactuals

Lorenzo Betti, Carlo Abrate, Francesco Bonchi, Andreas Kaltenbrunner
CIKM '23: Proceedings of the 32nd ACM International Conference on Information and Knowledge Management 88–98 (2023)
Other
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Discovering Polarization Niches via Dense Subgraphs with Attractors and Repulsers

Adriano Fazzone, , Riccardo Denni, Charalampos E. Tsourakakis, Francesco Bonchi
Proceedings of the VLDB Endowment15(13), 3883–3896 (2022)
Other
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The Effect of People Recommenders on Echo Chambers and Polarization

Federico Cinus, Marco Minici, Corrado Monti, Francesco Bonchi
Proceedings of the International AAAI Conference on Web and Social Media16(1), 90-101 (2022)
Other
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The evolving causal structure of equity risk factors

Gabriele D'Acunto, Paolo Bajardi, Francesco Bonchi, Gianmarco De Francisci Morales
ICAIF '21: Proceedings of the Second ACM International Conference on AI in Finance5, 1-8 (2022)
Other
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Dense and well-connected subgraph detection in dual networks

Tianyi Chen, Francesco Bonchi, David García-Soriano, Atsushi Miyauchi, Charalampos E. Tsourakakis
Proceedings of the 2022 SIAM International Conference on Data Mining (SDM) 361-369 (2022)
Other
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FreSCo: Mining Frequent Patterns in Simplicial Complexes

Giulia Preti, Gianmarco De Francisci Morales, Francesco Bonchi
WWW '22: Proceedings of the ACM Web Conference 1444-1454 (2022)
Other
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Rewiring What-to-Watch-Next Recommendations to Reduce Radicalization Pathways

Francesco Fabbri, Yanhao Wang, Francesco Bonchi, Carlos Castillo, Michael Mathioudakis
WWW '22: Proceedings of the ACM Web Conference 2022 2719–2728 (2022)
Other
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Multi-relation Graph Summarization

Xiangyu Ke, Arijit Khan, Francesco Bonchi
Proceedings ACM Transactions on Knowledge Discovery from Data16(5) / Art. n°82, 1-30 (2022)
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Other Computational Settings

Francesco Bonchi, David García-Soriano, Francesco Gullo
Correlation ClusteringChap. 5, 99–112 (2022)
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Other Types of Graphs

Francesco Bonchi, David García-Soriano, Francesco Gullo
Correlation ClusteringChap. 4, 77–98 (2022)
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Relaxed Formulations

Francesco Bonchi, David García-Soriano, Francesco Gullo
Correlation ClusteringChap. 3, 51–75 (2022)
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Constraints

Francesco Bonchi, David García-Soriano, Francesco Gullo
Correlation ClusteringChap.2, 23–49 (2022)
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Conclusions and Open Problems

Francesco Bonchi, David García-Soriano, Francesco Gullo
Synthesis Lectures on Data Mining and Knowledge Discovery book series (SLDMKD)Correlation Clustering, chap. 6, 113–114 (2022)
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Correlation Clustering

Francesco Bonchi, David García-Soriano, Francesco Gullo
Synthesis Lectures on Data Mining and Knowledge Discovery12(1), 1-149 (2022)
Other
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Fair Top-k Ranking with multiple protected groups

Meike Zehlike, Tom Sühr, Ricardo Baeza-Yates, Francesco Bonchi, Carlos Castillo, Sara Hajian
Information Processing & Management59(1), 102707 (2022)
Other
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Learning Ideological Embeddings from Information Cascades

Francesco Bonchi, Giuseppe Manco, Corrado Monti, Cigdem Aslay
CIKM '21: Proceedings of the 30th ACM International Conference on Information & Knowledge Management 1325–1334 (2021)
Other
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Finding densest k-connected subgraphs

Francesco Bonchi, David García-Soriano, Atsushi Miyauchi, Charalampos E. Tsourakakis
Discrete Applied Mathematics305, 34-47 (2021)
Other
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Counterfactual Graphs for Explainable Classification of Brain Networks

Francesco Bonchi, Carlo Abrate
KDD '21: Proceedings of the 27th ACM SIGKDD Conference on Knowledge Discovery & Data Mining 2495–2504 (2021)
Other
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Maxmin-Fair Ranking: Individual Fairness under Group-Fairness Constraints

David García-Soriano, Francesco Bonchi
KDD '21: Proceedings of the 27th ACM SIGKDD Conference on Knowledge Discovery & Data Mining 436–446 (2021)
Other
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Comparing Equity and Effectiveness of Different Algorithms in an Application for the Room Rental Market

David Solans, Francesco Fabbri, Caterina Calsamiglia, Carlos Castillo, Francesco Bonchi
AIES '21: Proceedings of the 2021 AAAI/ACM Conference on AI, Ethics, and Society 978–988 (2021)
Other
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Efficient Probabilistic Truss Indexing on Uncertain Graphs

Zitan Sun, Huang Xin, Jianliang Xu, Francesco Bonchi
WWW ’21: Proceedings of the Web Conference 2021 354–366 (2021)
Other
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STruD: Truss Decomposition of Simplicial Complexes

Giulia Preti, Gianmarco De Francisci Morales, Francesco Bonchi
WWW '21: Proceedings of The Web Conference 2021 3408–3418 (2021)
Network Science
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MISINFO 2021: Workshop on Misinformation Integrity in Social Networks

Lluìs Garcia-Pueyo, Anand Bhaskar, Prathyusha Senthil Kumar, Panayiotis Tsaparas, Kiran Garimella, Yu Sun, Francesco Bonchi
30th ACM The Web Conference 2021 (Ljubljana, Slovenia) (2021)
Other
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WoMG: A Library for Word-of-Mouth Cascades Generation

Federico Cinus, Francesco Bonchi, Corrado Monti, André Panisson
WSDM '21: Proceedings of the 14th ACM International Conference on Web Search and Data Mining 1065–1068 (2021)
Other
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Shortest paths and centrality in uncertain networks

Arkaprava Saha, Ruben Brokkelkamp, Yllka Velaj, Arijit Khan, Francesco Bonchi
Proceedings of the VLDB Endowment14, 7, 1188-1201 (2021)
HealthSustainable Development
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Give more data, awareness and control to individual citizens, and they will help COVID-19 containment

Mirco Nanni, Gennady Andrienko, Albert-László Barabási, Chiara Boldrini, Francesco Bonchi, Ciro Cattuto, Francesca Chiaromonte, Giovanni Comandé, Marco Conti, Mark Coté, Frank Dignum, Virginia Dignum, Josep Domingo-Ferrer, Paolo Ferragina, Fosca Giannotti, Riccardo Guidotti, Dirk Helbing, Kimmo Kaski, Janos Kertesz, Sune Lehmann, Bruno Lepri, Paul Lukowicz, Stan Matwin, David Megías Jiménez, Anna Monreale, Katharina Morik, Nuria Oliver, Andrea Passarella, Andrea Passerini, Dino Pedreschi, Alex Pentland, Fabio Pianesi, Francesca Pratesi, Salvatore Rinzivillo, Salvatore Ruggieri, Arno Siebes, Vicenc Torra, Roberto Trasarti, Jeroen van den Hoven, Alessandro Vespignani
Ethics and Information Technology23, 1-6 (2021)
Other
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Better Fewer but Better: Community Search with Outliers

Francesco Bonchi, Lorenzo Severini, Mauro Sozio
2020 IEEE/WIC/ACM International Joint Conference on Web Intelligence and Intelligent Agent Technology (WI-IAT) (2020)
Other
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Adaptive Community Search in Dynamic Networks

Ioanna Tsalouchidou, Francesco Bonchi, Ricardo Baeza-Yates
2020 IEEE International Conference on Big Data (Big Data) (2020)
Data ScienceNetwork Science
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Span-core Decomposition for Temporal Networks: Algorithms and Applications

Edoardo Galimberti, Martino Ciaperoni, Alain Barrat, Francesco Bonchi, Ciro Cattuto, Francesco Gullo
ACM Transactions on Knowledge Discovery from Data15(1), 1-44 (2020)
Other
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Learning Opinion Dynamics From Social Traces

Corrado Monti, Gianmarco De Francisci Morales, Francesco Bonchi
KDD '20: Proceedings of the 26th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining 764–773 (2020)
Other
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X2R2: a tool for explainable and explorative reidentification risk analysis

Tom Rolandus Hagedoorn, Rohit Kumar, Francesco Bonchi
Proceedings of the VLDB Endowment - ACM Digital Library13(12), 2929-2932 (2020)
Data ScienceNetwork Science
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Relevance of temporal cores for epidemic spread in temporal networks

Martino Ciaperoni, Edoardo Galimberti, Francesco Bonchi, Ciro Cattuto, Francesco Gullo, Alain Barrat
Scientific Reports10, 12529 (2020)
Other
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Cores matter? An analysis of graph decomposition effects on influence maximization problems

Antonio Caliò, Andrea Tagarelli, Francesco Bonchi
WebSci '20: Proceedings of the 12th ACM Conference on Web Science 184–193 (2020)
Other
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Explainable Classification of Brain Networks via Contrast Subgraphs

Tommaso Lanciano, Francesco Bonchi, Aristides Gionis
Proceedings of the 26th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, (KDD 2020) ACM, August 23-27, 2020, San Diego, CA, USA (2020)
Other
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Generating Realistic Interest-Driven Information Cascades

Federico Cinus, Francesco Bonchi, Corrado Monti, André Panisson
Proceedings of The 14th International AAAI Conference on Web and Social Media (ICWSM 2020) ©AAAI, June 8-11, 2020, Atlanta, Georgia, USA14(1), 107-118 (2020)
Other
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Roots of Trumpism: Homophily and Social Feedback in Donald Trump Support on Reddit

Joan Massachs Güell, Corrado Monti, Gianmarco De Francisci Morales, Francesco Bonchi
Proceedings of the 12th International ACM Conference on Web Science (WebSci '20) (2020)
Other
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The Effect of Homophily on Disparate Visibility of Minorities in People Recommender Systems

Francesco Fabbri, Francesco Bonchi, Ludovico Boratto, Carlos Castillo
Proceedings of the Fourteenth International AAAI Conference on Web and Social Media14(1), 165-175 (2020)
Other
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Query-Efficient Correlation Clustering

David García-Soriano, Konstantin Kutzkov, Francesco Bonchi, Charalampos E. Tsourakakis
WWW '20: Proceedings of The Web Conference 2020 1468–1478 (2020)
Other
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FaiRecSys: mitigating algorithmic bias in recommender systems

Bora Edizel, Francesco Bonchi, Sara Hajian, André Panisson, Tamir Tassa
International Journal of Data Science and Analytics9, 197–213 (2020)
Other
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Fair-by-design matching

David García-Soriano, Francesco Bonchi
Data Mining and Knowledge Discovery34, 1291–1335 (2020)
Other
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Core Decomposition in Multilayer Networks: Theory, Algorithms, and Applications

Edoardo Galimberti, Francesco Bonchi, Francesco Gullo, Tommaso Lanciano
ACM Transactions on Knowledge Discovery from Data14, 1, 11, 1-40 (2020)
Other
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Visualizing structural balance in signed networks

Edoardo Galimberti, Chiara Madeddu, Francesco Bonchi, Giancarlo Ruffo
International Conference on Complex Networks and Their Applications 53-65 (2019)
Other
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Discovering Polarized Communities in Signed Networks

Francesco Bonchi, B. Ordozgoiti, Aristides Gionis, Edoardo Galimberti, Giancarlo Ruffo
CIKM '19 Proceedings of the 28th ACM International Conference on Information and Knowledge Management 961-970 (2019)
Other
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Finding events in temporal networks: segmentation meets densest subgraph discovery

Polina Rozenshtein, Francesco Bonchi, Aristides Gionis, Mauro Sozio, Nikolaj Tatti
Knowledge and Information Systems62, 1611–1639 (2019)
Other

The importance of unexpectedness: Discovering buzzing stories in anomalous temporal graphs

Francesco Bonchi, G Stilo, Francesco Gullo, I Bordino
Web Intelligence17, 3, 177-198 (2019)
Other
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Distance-generalized Core Decomposition

Francesco Bonchi, Arijit Khan, Lorenzo Severini
SIGMOD '19 Proceedings of the 2019 International Conference on Management of Data 1006–1023 (2019)
Other
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The Responsibility Challenge for Data

Francesco Bonchi, Tina Eliassi-Rad, K. Gummadi, J. Stoyanovich, H.V Jagadish, L. Getoor
SIGMOD '19 Proceedings of the 2019 International Conference on Management of Data 412-414 (2019)
Other
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Temporal betweenness centrality in dynamic graphs

Ioanna Tsalouchidou, Ricardo Baeza-Yates, Francesco Bonchi, Kewen Liao, Timos Sellis
International Journal of Data Science and Analytics9, 257–272 (2020)
Other
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Correction to: Exposing the probabilistic causal structure of discrimination

Francesco Bonchi, B. Mishra, D. Ramazzotti, Sara Hajian
International Journal of Data Science and Analytics3:1–21, (2019)
Other
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Distance-Based Community Search

Francesco Bonchi
International Conference on Current Trends in Theory and Practice of Informatics 21-27 (2019)
Other
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Distance-Based Community Search (Invited Talk Extended Abstract)

Francesco Bonchi
Proceedings of International Conference on Current Trends in Theory and Practice of Informatics (SOFSEM 2019)11376, 21-27 (2019)
Other
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Finding events in temporal networks: Segmentation meets densest-subgraph discovery

Francesco Bonchi, Polina Rozenshtein, Mauro Sozio, Nikolaj Tatti, Aristides Gionis
2018 IEEE International Conference on Data Mining (ICDM) 397-406 (2018)
Other
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Scalable dynamic graph summarization

Ricardo Baeza-Yates, Francesco Bonchi, Ioanna Tsalouchidou, Gianmarco De Francisci Morales
IEEE Transactions on Knowledge and Data Engineering32, 360-373 (2018)
Other
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Summarizing Graphs at Multiple Scales: New Trends

Danai Koutra, Jilles Vreeken, Francesco Bonchi
IEEE International Conference on Data Mining (ICDM) (2018)
Other
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Probabilistic Causal Analysis of Social Influence

Francesco Bonchi, B. Mishra, D. Ramazzotti, Francesco Gullo
CIKM '18 Proceedings of the 27th ACM International Conference on Information and Knowledge Management 1003-1012 (2018)
Data ScienceNetwork Science
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Mining (maximal) span-cores from temporal networks

Francesco Bonchi, Ciro Cattuto, Alain Barrat, Edoardo Galimberti, Francesco Gullo
CIKM2018 107-116 (2018)
Other
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Invited papers from the ACM conference on hypertext and social media

Francesco Bonchi, Peter Dolog, Denis Helic, Peter Vojtas
New Review of Hypermedia and Multimedia24(2), 61-62 (2018)
Other
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Uncertain Graph Sparsification

Panos Parchas, Nikolaos Papailiou, Dimitris Papadias, Francesco Bonchi
IEEE Transactions on Knowledge and Data Engineering30(12), 2435-2449 (2018)
Other
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Conditional Reliability in Uncertain Graphs

Francesco Bonchi, Arijit Khan, A. Nufer, Francesco Gullo
IEEE Transactions on Knowledge and Data Engineering (2018)
Other
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Secure Centrality Computation Over Multiple Networks

Francesco Bonchi, David García-Soriano, Gilad Asharov, Tamir Tassa
Proceeding WWW '17 Proceedings of the 26th International Conference on World Wide Web 957-966 (2017)
Other

Identifying Buzzing Stories via Anomalous Temporal Subgraph Discovery

Francesco Bonchi, G Stilo, Francesco Gullo, I Bordino
Proceedings of the 2016 IEEE/WIC/ACM International Conference on Web Intelligence (WI 2016) CIEEE October 13-16, 2016, Omaha, Nebraska, USA. (2016)
Other
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Algorithmic bias: from discrimination discovery to fairness-aware data mining

Francesco Bonchi, Carlos Castillo, Sara Hajian
Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD 2016) CACM August 13-17, 2016, San Francisco, California. (2016)
Other

Streaming Tensor Summarization

Ricardo Baeza-Yates, Francesco Bonchi, Ioanna Tsalouchidou, Gianmarco De Francisci Morales
Proceedings of the 2016 IEEE International Conference on Big Data (IEEE BigData 2016) CIEEE December 5-8, 2016, Washington D.C., USA. (2016)
Other

Spheres of Influence for More Effective Viral Marketing

Francesco Bonchi, David García-Soriano, Y Mehmood
Proceedings of the 2016 ACM SIGMOD Conference (SIGMOD 2016) CACM June 26 - July 1, 2016, San Francisco, CA, USA. (2016)
Other
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Centrality Measures on Big Graphs: Exact, Approximated, and Distributed Algorithms

Francesco Bonchi, Matteo Riondato, Gianmarco De Francisci Morales
Proceedings of the 25th International World Wide Web Conference (WWW 2016) CACM April 11-15, 2016, Montreal, Canada. (2016)
Other

Individual privacy in social influence networks

Francesco Bonchi, Sara Hajian, Tamir Tassa
Social Network Analysis and Mining6:2, (2016)
Other

Revenue Maximization in Incentivized Social Advertising

Francesco Bonchi, Laks Vs Lakshmanan, Wei Lu, Cigdem Aslay
Proceedings of the 43rd International Conference on Very Large Databases (VLDB) (2017)
Other

Efficient Methods for Influence-Based Network-Oblivious Community Detection

Francesco Bonchi, Nicola Barbieri
ACM Transactions on Intelligent Systems and Technology (TIST) - Survey Paper, Special Issue: Intelligent Music Systems and Applications and Regular PapersVolume 8 Issue 2, (2016)
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Relevance-based Infilling for Natural Language Counterfactuals

Lorenzo Betti, Carlo Abrate, Francesco Bonchi, Andreas Kaltenbrunner
CIKM '23: Proceedings of the 32nd ACM International Conference on Information and Knowledge Management 88–98 (2023)
Other
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Discovering Polarization Niches via Dense Subgraphs with Attractors and Repulsers

Adriano Fazzone, , Riccardo Denni, Charalampos E. Tsourakakis, Francesco Bonchi
Proceedings of the VLDB Endowment15(13), 3883–3896 (2022)
Other
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The Effect of People Recommenders on Echo Chambers and Polarization

Federico Cinus, Marco Minici, Corrado Monti, Francesco Bonchi
Proceedings of the International AAAI Conference on Web and Social Media16(1), 90-101 (2022)
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