Matteo Magnani
Professor vid Institutionen för informationsteknologi; Datalogi
- Telefon:
- 018-471 40 21
- E-post:
- matteo.magnani@it.uu.se
- Besöksadress:
- Lägerhyddsvägen 2, hus 1
752 37 Uppsala - Postadress:
- Box 337
751 05 UPPSALA
Ladda ned kontaktuppgifter för Matteo Magnani vid Institutionen för informationsteknologi; Datalogi
- Akademiska meriter:
- Docent , Excellent lärare
- ORCID:
- 0000-0002-3437-9018
Nyckelord
- artificial intelligence
- data science
- network science
- social network analysis
- computational social science
- social data mining
Publikationer
Senaste publikationer
Improved Visual Saliency of Graph Clusters with Orderable Node-Link Layouts
Ingår i IEEE Transactions on Visualization and Computer Graphics, 2024
- DOI för Improved Visual Saliency of Graph Clusters with Orderable Node-Link Layouts
- Ladda ner fulltext (pdf) av Improved Visual Saliency of Graph Clusters with Orderable Node-Link Layouts
Current challenges in multilayer network engineering
Ingår i Applied Network Science, 2024
- DOI för Current challenges in multilayer network engineering
- Ladda ner fulltext (pdf) av Current challenges in multilayer network engineering
Ingår i Environmental Communication, s. 1-19, 2024
Dinamiche comunicative e Social Network: una prima analisi empirica di FriendFeed
Ingår i Gli effetti sociali del web, Franco Angeli, 2023
Immigrant-critical alternative media in online conversations
Ingår i PLOS ONE, 2023
- DOI för Immigrant-critical alternative media in online conversations
- Ladda ner fulltext (pdf) av Immigrant-critical alternative media in online conversations
Alla publikationer
Artiklar i tidskrift
Improved Visual Saliency of Graph Clusters with Orderable Node-Link Layouts
Ingår i IEEE Transactions on Visualization and Computer Graphics, 2024
- DOI för Improved Visual Saliency of Graph Clusters with Orderable Node-Link Layouts
- Ladda ner fulltext (pdf) av Improved Visual Saliency of Graph Clusters with Orderable Node-Link Layouts
Current challenges in multilayer network engineering
Ingår i Applied Network Science, 2024
- DOI för Current challenges in multilayer network engineering
- Ladda ner fulltext (pdf) av Current challenges in multilayer network engineering
Ingår i Environmental Communication, s. 1-19, 2024
Immigrant-critical alternative media in online conversations
Ingår i PLOS ONE, 2023
- DOI för Immigrant-critical alternative media in online conversations
- Ladda ner fulltext (pdf) av Immigrant-critical alternative media in online conversations
Probabilistic network sparsification with ego betweenness
Ingår i Applied Network Science, 2021
- DOI för Probabilistic network sparsification with ego betweenness
- Ladda ner fulltext (pdf) av Probabilistic network sparsification with ego betweenness
Community Detection in Multiplex Networks
Ingår i ACM Computing Surveys, 2021
Analysis of Multiplex Social Networks with R
Ingår i Journal of Statistical Software, s. 1-30, 2021
- DOI för Analysis of Multiplex Social Networks with R
- Ladda ner fulltext (pdf) av Analysis of Multiplex Social Networks with R
Deep neural networks for social visuals: studying climate communication on YouTube
Ingår i Selected Papers of Internet Research, SPIR, 2021
Defining and measuring probabilistic ego networks
Ingår i Social Network Analysis and Mining, 2021
Unspoken Assumptions in Multi-layer Modularity maximization
Ingår i Scientific Reports, 2020
- DOI för Unspoken Assumptions in Multi-layer Modularity maximization
- Ladda ner fulltext (pdf) av Unspoken Assumptions in Multi-layer Modularity maximization
A Twitter-Based Study of the European Internet of Things
Ingår i Information Systems Frontiers, s. 135-149, 2020
- DOI för A Twitter-Based Study of the European Internet of Things
- Ladda ner fulltext (pdf) av A Twitter-Based Study of the European Internet of Things
An Analysis of the Consequences of the General Data Protection Regulation on Social Network Research
Ingår i ACM Transactions on Social Computing, 2019
- DOI för An Analysis of the Consequences of the General Data Protection Regulation on Social Network Research
- Ladda ner fulltext (pdf) av An Analysis of the Consequences of the General Data Protection Regulation on Social Network Research
Observing the tech, using meetup data to observe the evolution of the discourse around IoT
Ingår i Selected Papers of Internet Research, SPIR, 2019
Comparing node degrees in probabilistic networks
Ingår i Journal of Complex Networks, s. 749-763, 2019
Foundations of Temporal Text Networks
Ingår i Applied Network Science, 2018
- DOI för Foundations of Temporal Text Networks
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Quantifying layer similarity in multiplex networks: a systematic study
Ingår i Royal Society Open Science, 2018
- DOI för Quantifying layer similarity in multiplex networks: a systematic study
- Ladda ner fulltext (pdf) av Quantifying layer similarity in multiplex networks: a systematic study
Shortest Paths in Multiplex Networks
Ingår i Scientific Reports, 2017
- DOI för Shortest Paths in Multiplex Networks
- Ladda ner fulltext (pdf) av Shortest Paths in Multiplex Networks
Introduction to the special issue on multilayer networks
Ingår i NETWORK SCIENCE, s. 141-143, 2017
Effects of missing data in multilayer networks
Ingår i Social Network Analysis and Mining, 2016
A new approach to role and position detection in networks
Ingår i SOCIAL NETWORK ANALYSIS AND MINING, 2016
Social Network Analysis in Applications
Ingår i AI Communications, s. 55-56, 2016
Spreading processes in Multilayer Networks
Ingår i IEEE Transactions on Network Science and Engineering, s. 65-83, 2015
- DOI för Spreading processes in Multilayer Networks
- Ladda ner fulltext (pdf) av Spreading processes in Multilayer Networks
Multidimensional epidemic thresholds in diffusion processes over interdependent networks
Ingår i Chaos, Solitons & Fractals, s. 59-67, 2015
Towards effective visual analytics on multiplex and multilayer networks
Ingår i Chaos, Solitons & Fractals, s. 68-76, 2015
- DOI för Towards effective visual analytics on multiplex and multilayer networks
- Ladda ner fulltext (pdf) av Towards effective visual analytics on multiplex and multilayer networks
Clustering attributed graphs: models, measures and methods
Ingår i Network Science, s. 408-444, 2015
- DOI för Clustering attributed graphs: models, measures and methods
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Taking the Big Picture: Representative Skylines based on Significance and Diversity
Ingår i The VLDB journal, s. 795-815, 2014
Artiklar, forskningsöversikt
Multilayer network simplification: Approaches, models and methods
Ingår i Computer Science Review, 2020
Böcker
Cambridge University Press, 2016
Kapitel i böcker, delar av antologi
Dinamiche comunicative e Social Network: una prima analisi empirica di FriendFeed
Ingår i Gli effetti sociali del web, Franco Angeli, 2023
Modularity-Based Selection of the Number of Slices in Temporal Network Clustering
Ingår i Temporal Network Theory, s. 435-447, Springer International Publishing, 2023
Metrics for Temporal Text Networks
Ingår i Temporal Network Theory, s. 147-160, Springer, 2019
- DOI för Metrics for Temporal Text Networks
- Ladda ner fulltext (pdf) av Metrics for Temporal Text Networks
Large-Scale Social Network Analysis
Ingår i Large-Scale Data Analytics, s. 155-187, Springer, 2014
Path-based and Whole Network Measures
Ingår i Encyclopedia of Social Network Analysis and Mining, Springer, 2014
Multiple social networks, data models and measures for
Ingår i Encyclopedia of Social Network Analysis and Mining, Springer, 2014
Factors Enabling Information Propagation in a Social Network Site
Ingår i The Influence of Technology on Social Network Analysis and Mining, s. 411-426, Springer Vienna, 2013
Konferensbidrag
Analysing the effect of different design choices in network-based topic detection
Ingår i CLADAG2023, 2023
Robustness and Sensitivity of Network-Based Topic Detection
Ingår i Complex Networks and their Applications XI, s. 259-270, 2023
On the conditions for integrating deep learning into the study of visual politics
Ingår i WebSci '21, s. 56-64, 2021
- DOI för On the conditions for integrating deep learning into the study of visual politics
- Ladda ner fulltext (pdf) av On the conditions for integrating deep learning into the study of visual politics
International Workshop on Mining Attributed Networks (MATNET 2018) Chairs' Welcome
Ingår i WWW '18, s. 1231-1233, 2018
Partial and Overlapping Community Detection in Multiplex Social Networks
Ingår i 10th International Conference on Social Informatics (SocInfo2018 ), s. 15-28, 2018
Ingår i 2018 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM), s. 531-534, 2018
A generalized force-directed layout for multiplex sociograms
Ingår i Social Informatics, s. 212-227, 2018
A Join Operator for Property Graphs
Ingår i EDBT/ICDT Workshops, 2017
Multilayer Analysis of Online Illicit Marketplaces
Ingår i 2016 European Intelligence And Security Informatics Conference (EISIC), s. 199-199, 2016
Using indirect blockmodeling for monitoring students roles in collaborative learning networks
Ingår i 2016 IEEE 20th International Conference on Computer Supported Cooperative Work in Design (CSCWD), s. 164-169, 2016
Understanding community patterns in large attributed social networks
Ingår i Proceedings Of The 2015 IEEE/ACM International Conference On Advances In Social Networks Analysis And Mining (Asonam 2015), s. 1503-1508, 2015
Efficient caching for constrained skyline queries
Ingår i Extending Database Technology (EDBT), 2015
Role and position detection in networks: reloaded
Ingår i International Conference on Advances in Social Networks Analysis and Mining (ASONAM), s. 320-325, 2015
Investigating the types and effects of missing data in multilayer networks
Ingår i International Conference on Advances in Social Networks Analysis and Mining (ASONAM), s. 392-399, 2015
Diffusion of Innovations over Multiplex Social Networks
Ingår i International Symposium on Artificial Intelligence and Signal Processing (AISP), s. 1-5, 2015
Missing data in multiplex networks: a preliminary study
2014
Efficient GPU-based skyline computation
Ingår i Proceedings of the Ninth International Workshop on Data Management on New Hardware (DaMoN @ SIGMOD), 2013
On multidimensional network measures
Ingår i Italian Conference on Sistemi Evoluti per le Basi di Dati (SEBD), 2013
Formation of multiple networks
Ingår i Social Computing, Behavioral-Cultural Modeling and Prediction, s. 257-264, 2013
Pareto Distance for Multi-layer Network Analysis
Ingår i Social Computing, Behavioral-Cultural Modeling and Prediction, s. 249-256, 2013
Spatio-Temporal Keyword Queries in Social Networks
Ingår i 17th East-European Conference on Advances in Databases and Information Systems (ADBIS), s. 70-83, 2013
SkyView: a user evaluation of the skyline operator
Ingår i Proceedings of the ACM Conference on Information and Knowledge Management (CIKM), s. 2249-2254, 2013
From stars to galaxies: skyline queries on aggregate data
Ingår i Proceedings of the 16th International Conference on Extending Database Technology, s. 477-488, 2013