
Data Management and Analysis Research Group
DaMA Members
Faculty Member
Faculty Member

Ph.D. Student

Ph.D. Student

Research Fellow

Ph.D. Student
We are always looking for motivated students to work with us!!!
Research
Data have been defined as the fuel of the 21st century. We now are witnessing a revolution in the production of data, being gathered by ubiquitous information-sensing mobile devices, sensor networks, Web applications, software logs, resulting in a significant increase in data complexity, in terms of volume, heterogeneity, and distribution. Such a huge amount and variety of data, increasingly geo-referenced and dynamic, is a valuable source from which to extract information and knowledge. However, the high volumes and considerable heterogeneity require new management and analysis techniques, able to take into account the specificity of data, also in terms of data quality and semantics.
The DaMA research group faces the increasingly more relevant issues involved in processing and analyzing data, focusing on how to efficiently and effectively manage data originating from various sources (sensors, services, users, social media, etc.), how to retrieve relevant information from them, also by means of source interoperability and semantic data integration, and how to analyze them to discovering new, non-obvious knowledge from these data.
- Large Scale Data Management
- Approximate and Adaptive Query Processing
- Semantic-Web and Linked Data
- Geo-referenced and Time-variant Data
- Data Integration and Cleaning
- Data Analytics
Projects
UniGe research project
Ethic-by-design Data Preparation
UniGe research project
Augmenting Tables in Datalakes
UniGe research project
Relaxed Graph Query Caching
UniGe research project
Representing Geospatial Ontologies via Embeddings
UniGe research project
Location Inference from
Social Media Data via Embedding
UniGe research project
Quality aware source selection for linked data
Events
EDBT ICDT Joint Conference 2013
16th Int. Conf. on Extending Database Technology
16th Int. Conf. on Database Theory
ADBIS 2013
17th East-European Conference on Advances in Databases and Information Systems
SEBD 2009
17th Italian Symposium on Advanced Database Systems
Teaching
Graduate Course (MSc in Data Science and Engineering)
Large Scale Computing
Barbara Catania, Giovanna Guerrini
Graduate Course (MSc in Data Science and Engineering)
Advanced Data Management
Barbara Catania, Giovanna Guerrini
Graduate Course (MSc in Data Science and Engineering)
Business Analytics
Barbara Catania, Giovanna Guerrini
Undergraduate Course (BSc in Computer Science and BSc in Statistics, in Italian)
Basi di Dati
Giovanna Guerrini, Barbara Catania
Graduate Course (MSc in Data Science and Engineering)
Data Warehousing
Giovanna Guerrini, Barbara Catania
Undergraduate Course (BSc in Computer Science, in Italian)
Basi di Dati 2
Barbara Catania
Graduate Course (MSc in Data Science and Engineering)
Data Semantics
Barbara Catania, Giovanna Guerrini
Undergraduate Course (BSc in Computer Science, in Italian)
Introduzione alla Data Science
Giovanna Guerrini, Barbara Catania
Graduate Course (PhD in Computer Science and System Engineering)
Large Scale Data Management
Barbara Catania, Giovanna Guerrini
News
March 3, 2021
Accepted Paper! Chiara, Barbara, Giovanna, and Simone discuss The impact of rewriting on coverage constraint satisfaction, PIE+Q @ EDBT/ICDT 2021
March 3, 2021
June 16, 2020
Published Paper! Laura, Federico, Michela, Davide, Barbara and Giovanna discuss microblog messages geolocation at sub-city level. Sherloc: a knowledge-driven algorithm for geolocating microblog messages at sub-city level, International Journal of Geographical Information Science
April 27, 2020
Jennifer Ciaramitaro and Matilde Guzzo have obtained their Bachelor’s degree in Computer Science, with a thesis developed under the supervision of Prof. Barbara Catania. Congratulations!
April 21, 2020
The report of the first online database conference EDBT/ICDT 2020 is online as a blog@CACM
April 14, 2020
SOFSEM 2021 will be held in Bozen, the Data Science and Engineering Track is being chaired by Giovanna Guerrini. Consider submitting a paper!
Deadline: July 13
March 1, 2020
Check out our workshop APCSE @ ACM UMAP 2020! Adaptation and Personalization in Computer Science Education
January 31, 2020
Accepted Paper! Chiara, Simone and Barbara discuss how to rewrite SQL queries to ensure fairness. Coverage-based Rewriting for Data Preparation, PIE @ EDBT ’20
January 20, 2020
Accepted Paper! Francesco, Barbara and Giovanna discuss relaxed graph query caching. GRaCe: A Relaxed Approach to Graph Query Caching, SOFSEM 20