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ORCIDMatteo Golfarelli
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- affiliation: University of Bologna, Italy
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2020 – today
- 2023
[j45]Matteo Francia
, Matteo Golfarelli, Patrick Marcel, Stefano Rizzi, Panos Vassiliadis:
Suggesting Assess Queries for Interactive Analysis of Multidimensional Data. IEEE Trans. Knowl. Data Eng. 35(6): 6421-6434 (2023)- [c80]Matteo Francia, Matteo Golfarelli, Stefano Rizzi:
Describing and Assessing Cubes Through Intentional Analytics. EDBT 2023: 803-806 - 2022
- [j44]Matteo Francia, Joseph Giovanelli, Matteo Golfarelli:
Multi-sensor profiling for precision soil-moisture monitoring. Comput. Electron. Agric. 197: 106924 (2022) - [j43]Ladjel Bellatreche, Carlos Ordonez, Dominique Méry, Matteo Golfarelli, El Hassan Abdelwahed:
The central role of data repositories and data models in Data Science and Advanced Analytics. Future Gener. Comput. Syst. 129: 13-17 (2022) - [j42]Matteo Francia, Enrico Gallinucci, Matteo Golfarelli:
COOL: A framework for conversational OLAP. Inf. Syst. 104: 101752 (2022) - [c79]Matteo Francia, Enrico Gallinucci, Matteo Golfarelli, Stefano Rizzi:
Insight-Based Vocalization of OLAP Sessions. ADBIS 2022: 193-206 - [c78]Matteo Francia, Enrico Gallinucci, Matteo Golfarelli, Patrick Marcel, Verónika Peralta, Stefano Rizzi:
Describing Multidimensional Data Through Highlights. SEBD 2022: 36-43 - 2021
- [j41]Matteo Francia, Enrico Gallinucci, Matteo Golfarelli, Anna Giulia Leoni, Stefano Rizzi, Nicola Santolini:
Making data platforms smarter with MOSES. Future Gener. Comput. Syst. 125: 299-313 (2021) - [j40]Chiara Forresi, Enrico Gallinucci, Matteo Golfarelli, Hamdi Ben Hamadou:
A dataspace-based framework for OLAP analyses in a high-variety multistore. VLDB J. 30(6): 1017-1040 (2021) - [c77]Chiara Forresi, Matteo Francia, Enrico Gallinucci, Matteo Golfarelli:
Optimizing Execution Plans in a Multistore. ADBIS 2021: 136-151 - [c76]Matteo Francia, Matteo Golfarelli, Patrick Marcel, Stefano Rizzi, Panos Vassiliadis:
Assess Queries for Interactive Analysis of Data Cubes. EDBT 2021: 121-132 - [c75]Matteo Francia, Enrico Gallinucci, Matteo Golfarelli:
Conversational OLAP in Action. EDBT 2021: 646-649 - [c74]Matteo Francia, Enrico Gallinucci, Matteo Golfarelli:
Conversational OLAP (Discussion Paper). SEBD 2021: 403-410 - [e4]Matteo Golfarelli, Robert Wrembel, Gabriele Kotsis, A Min Tjoa, Ismail Khalil:
Big Data Analytics and Knowledge Discovery - 23rd International Conference, DaWaK 2021, Virtual Event, September 27-30, 2021, Proceedings. Lecture Notes in Computer Science 12925, Springer 2021, ISBN 978-3-030-86533-7 [contents] - 2020
- [j39]Enrico Gallinucci, Matteo Golfarelli, Stefano Rizzi:
Mo.Re.Farming: A hybrid architecture for tactical and strategic precision agriculture. Data Knowl. Eng. 129: 101836 (2020) - [j38]Matteo Francia, Matteo Golfarelli, Stefano Rizzi:
A-BI+: A framework for Augmented Business Intelligence. Inf. Syst. 92: 101520 (2020) - [j37]Matteo Francia, Matteo Golfarelli, Stefano Rizzi:
Summarization and visualization of multi-level and multi-dimensional itemsets. Inf. Sci. 520: 63-85 (2020) - [j36]Matteo Francia, Enrico Gallinucci, Matteo Golfarelli, Nicola Santolini:
DART: De-Anonymization of personal gazetteers through social trajectories. J. Inf. Secur. Appl. 55: 102634 (2020) - [j35]Matteo Golfarelli, Stefano Rizzi:
A model-driven approach to automate data visualization in big data analytics. Inf. Vis. 19(1) (2020) - [c73]Matteo Francia, Enrico Gallinucci, Matteo Golfarelli:
Towards Conversational OLAP. DOLAP 2020: 6-15 - [c72]Matteo Francia, Enrico Gallinucci, Matteo Golfarelli, Stefano Rizzi:
OLAP Querying of Document Stores in the Presence of Schema Variety. SEBD 2020: 128-135
2010 – 2019
- 2019
- [j34]Matteo Golfarelli, Simone Graziani, Stefano Rizzi:
An active learning approach to build adaptive cost models for web services. Data Knowl. Eng. 119: 89-104 (2019) - [j33]Enrico Gallinucci, Matteo Golfarelli, Stefano Rizzi:
Approximate OLAP of document-oriented databases: A variety-aware approach. Inf. Syst. 85: 114-130 (2019) - [j32]Matteo Francia, Enrico Gallinucci, Matteo Golfarelli:
Social BI to understand the debate on vaccines on the Web and social media: unraveling the anti-, free, and pro-vax communities in Italy. Soc. Netw. Anal. Min. 9(1): 46:1-46:16 (2019) - [j31]Lorenzo Baldacci, Matteo Golfarelli:
A Cost Model for SPARK SQL. IEEE Trans. Knowl. Data Eng. 31(5): 819-832 (2019) - [c71]Enrico Gallinucci, Matteo Golfarelli, Stefano Rizzi:
A Hybrid Architecture for Tactical and Strategic Precision Agriculture. DaWaK 2019: 13-23 - [c70]Matteo Francia, Matteo Golfarelli, Stefano Rizzi:
Augmented Business Intelligence. DOLAP 2019 - [c69]Enrico Gallinucci, Matteo Golfarelli:
SparkTune: tuning Spark SQL through query cost modeling. EDBT 2019: 546-549 - [c68]Hamdi Ben Hamadou, Enrico Gallinucci, Matteo Golfarelli:
Answering GPSJ Queries in a Polystore: A Dataspace-Based Approach. ER 2019: 189-203 - 2018
- [j30]Enrico Gallinucci, Matteo Golfarelli, Stefano Rizzi:
Schema profiling of document-oriented databases. Inf. Syst. 75: 13-25 (2018) - [j29]Enrico Gallinucci, Matteo Golfarelli, Stefano Rizzi, Alberto Abelló, Oscar Romero:
Interactive multidimensional modeling of linked data for exploratory OLAP. Inf. Syst. 77: 86-104 (2018) - [c67]Enrico Gallinucci, Matteo Golfarelli, Stefano Rizzi:
Variety-Aware OLAP of Document-Oriented Databases. DOLAP 2018 - [c66]Matteo Francia, Matteo Golfarelli, Stefano Rizzi:
A Similarity Function for Multi-Level and Multi-Dimensional Itemsets. SEBD 2018 - [c65]Silvana Castano, Alfio Ferrara, Enrico Gallinucci, Matteo Golfarelli, Stefano Montanelli, Lorenzo Mosca, Stefano Rizzi, Cristian Vaccari:
SABINE: A Multi-purpose Dataset of Semantically-Annotated Social Content. ISWC (2) 2018: 70-85 - [p4]Matteo Golfarelli, Stefano Rizzi:
From Star Schemas to Big Data: 20+ Years of Data Warehouse Research. A Comprehensive Guide Through the Italian Database Research 2018: 93-107 - [e3]El Hassan Abdelwahed, Ladjel Bellatreche, Djamal Benslimane, Matteo Golfarelli, Stéphane Jean, Dominique Méry, Kazumi Nakamatsu, Carlos Ordonez:
New Trends in Model and Data Engineering - MEDI 2018 International Workshops, DETECT, MEDI4SG, IWCFS, REMEDY, Marrakesh, Morocco, October 24-26, 2018, Proceedings. Communications in Computer and Information Science 929, Springer 2018, ISBN 978-3-030-02851-0 [contents] - [e2]El Hassan Abdelwahed, Ladjel Bellatreche, Matteo Golfarelli, Dominique Méry, Carlos Ordonez:
Model and Data Engineering - 8th International Conference, MEDI 2018, Marrakesh, Morocco, October 24-26, 2018, Proceedings. Lecture Notes in Computer Science 11163, Springer 2018, ISBN 978-3-030-00855-0 [contents] - [r5]Matteo Golfarelli:
Data Warehouse Life Cycle and Design. Encyclopedia of Database Systems (2nd ed.) 2018 - [r4]Matteo Golfarelli:
OLAM. Encyclopedia of Database Systems (2nd ed.) 2018 - [r3]Marc H. Scholl, Svetlana Mansmann, Matteo Golfarelli, Stefano Rizzi:
Visual Online Analytical Processing (OLAP). Encyclopedia of Database Systems (2nd ed.) 2018 - 2017
- [j28]Lorenzo Baldacci, Matteo Golfarelli, Simone Graziani, Stefano Rizzi:
QETL: An approach to on-demand ETL from non-owned data sources. Data Knowl. Eng. 112: 17-37 (2017) - [c64]Matteo Golfarelli, Tommaso Pirini, Stefano Rizzi:
Goal-Based Selection of Visual Representations for Big Data Analytics. ER Workshops 2017: 47-57 - [c63]Enrico Gallinucci, Matteo Golfarelli, Stefano Rizzi:
Schema Profiling of Document Stores. SEBD 2017: 9 - 2016
- [j27]Lorenzo Baldacci, Matteo Golfarelli, Davide Lombardi, Franco Sami:
Natural gas consumption forecasting for anomaly detection. Expert Syst. Appl. 62: 190-201 (2016) - [c62]Matteo Golfarelli, Simone Graziani, Stefano Rizzi:
Starry Vault: Automating Multidimensional Modeling from Data Vaults. ADBIS 2016: 137-151 - [c61]Matteo Francia, Enrico Gallinucci, Matteo Golfarelli, Stefano Rizzi:
Social Business Intelligence in Action. CAiSE 2016: 33-48 - [c60]Stefano Rizzi, Enrico Gallinucci, Matteo Golfarelli, Alberto Abelló, Oscar Romero:
Towards Exploratory OLAP on Linked Data. SEBD 2016: 86-93 - 2015
- [j26]Julien Aligon, Enrico Gallinucci, Matteo Golfarelli, Patrick Marcel, Stefano Rizzi:
A collaborative filtering approach for recommending OLAP sessions. Decis. Support Syst. 69: 20-30 (2015) - [j25]Enrico Gallinucci, Matteo Golfarelli, Stefano Rizzi:
Advanced topic modeling for social business intelligence. Inf. Syst. 53: 87-106 (2015) - [j24]Stefano Rizzi, Matteo Golfarelli, Simone Graziani:
An OLAM Operator for Multi-Dimensional Shrink. Int. J. Data Warehous. Min. 11(3): 68-97 (2015) - [c59]Matteo Golfarelli:
Design Issues in Social Business Intelligence Projects. eBISS 2015: 62-86 - [c58]Enrico Gallinucci, Matteo Golfarelli, Stefano Rizzi:
Meta-Stars: Dynamic, Schemaless, and Semantically-Rich Topic Hierarchies in Social BI. EDBT 2015: 529-532 - [c57]Lorenzo Baldacci, Matteo Golfarelli, Simone Graziani, Stefano Rizzi:
Analyzing Genomic Mappings with the GOLAM Framework. SEBD 2015: 80-87 - 2014
- [j23]Marco A. Boschetti, Matteo Golfarelli, Stefano Rizzi, Elisa Turricchia:
A Lagrangian heuristic for sprint planning in agile software development. Comput. Oper. Res. 43: 116-128 (2014) - [j22]Matteo Golfarelli, Simone Graziani, Stefano Rizzi:
Shrink: An OLAP operation for balancing precision and size of pivot tables. Data Knowl. Eng. 93: 19-41 (2014) - [j21]Matteo Golfarelli, Elisa Turricchia:
A characterization of hierarchical computable distance functions for data warehouse systems. Decis. Support Syst. 62: 144-157 (2014) - [j20]Matteo Golfarelli, Il-Yeol Song:
Editorial. Inf. Syst. 44: 93 (2014) - [j19]Julien Aligon, Matteo Golfarelli, Patrick Marcel, Stefano Rizzi, Elisa Turricchia:
Similarity measures for OLAP sessions. Knowl. Inf. Syst. 39(2): 463-489 (2014) - [c56]Matteo Golfarelli:
Social Business Intelligence - OLAP Applied to User Generated Contents. DATA 2014: IS-9 - [c55]Lorenzo Baldacci, Matteo Golfarelli, Simone Graziani, Stefano Rizzi:
GOLAM: A Framework for Analyzing Genomic Data. DOLAP 2014: 3-12 - [c54]Matteo Golfarelli, Marco Mantovani, Federico Ravaldi, Stefano Rizzi:
From Business Intelligence to Location Intelligence with the Lily Library. DOLAP 2014: 33-36 - [c53]Matteo Francia, Matteo Golfarelli, Stefano Rizzi:
A methodology for social BI. IDEAS 2014: 207-216 - 2013
- [j18]Paolo Ciaccia, Matteo Golfarelli, Stefano Rizzi:
Efficient derivation of numerical dependencies. Inf. Syst. 38(3): 410-429 (2013) - [j17]Alberto Abelló, Jérôme Darmont, Lorena Etcheverry, Matteo Golfarelli, Jose-Norberto Mazón, Felix Naumann, Torben Bach Pedersen, Stefano Rizzi, Juan Trujillo, Panos Vassiliadis, Gottfried Vossen:
Fusion Cubes: Towards Self-Service Business Intelligence. Int. J. Data Warehous. Min. 9(2): 66-88 (2013) - [j16]Matteo Golfarelli, Stefano Rizzi, Elisa Turricchia:
Multi-sprint planning and smooth replanning: An optimization model. J. Syst. Softw. 86(9): 2357-2370 (2013) - [c52]Yamine Aït Ameur, Witold Andrzejewski, Ladjel Bellatreche, Barbara Catania, Tania Cerquitelli, Silvia Chiusano, Matteo Golfarelli, Giovanna Guerrini, Krzysztof Kaczmarski, Mirko Kämpf, Alfons Kemper, Tobias Lauer, Boris Novikov, Themis Palpanas, Jaroslav Pokorný, Stefano Rizzi, Athena Vakali:
New Trends in Databases and Information Systems: Contributions from ADBIS 2013. ADBIS (2) 2013: 1-13 - [c51]Matteo Golfarelli, Stefano Rizzi:
Honey, I Shrunk the Cube. ADBIS 2013: 176-189 - [c50]Matteo Golfarelli, Marco Mantovani, Federico Ravaldi, Stefano Rizzi:
Lily: A Geo-Enhanced Library for Location Intelligence. DaWaK 2013: 72-83 - [c49]Enrico Gallinucci, Matteo Golfarelli, Stefano Rizzi:
Meta-stars: multidimensional modeling for social business intelligence. DOLAP 2013: 11-18 - 2012
- [j15]Matteo Golfarelli, Federica Mandreoli, Wilma Penzo, Stefano Rizzi, Elisa Turricchia:
OLAP query reformulation in peer-to-peer data warehousing. Inf. Syst. 37(5): 393-411 (2012) - [c48]Matteo Golfarelli, Il-Yeol Song:
DOLAP 2012 workshop summary. CIKM 2012: 2780-2781 - [c47]Matteo Golfarelli, Stefano Rizzi, Elisa Turricchia:
Sprint Planning Optimization in Agile Data Warehouse Design. DaWaK 2012: 30-41 - [c46]Matteo Golfarelli, Federica Mandreoli, Wilma Penzo, Stefano Rizzi, Elisa Turricchia:
A Query Reformulation Framework for P2P OLAP. SEBD 2012: 147-154 - [e1]Il-Yeol Song, Matteo Golfarelli:
DOLAP 2012, ACM 15th International Workshop on Data Warehousing and OLAP, Maui, HI, USA, November 2, 2012, Proceedings. ACM 2012, ISBN 978-1-4503-1721-4 [contents] - 2011
- [j14]Matteo Golfarelli, Stefano Rizzi:
Data warehouse testing: A prototype-based methodology. Inf. Softw. Technol. 53(11): 1183-1198 (2011) - [j13]Matteo Golfarelli, Stefano Rizzi:
Data Warehouse Testing. Int. J. Data Warehous. Min. 7(2): 26-43 (2011) - [j12]Matteo Golfarelli, Stefano Rizzi, Paolo Biondi:
myOLAP: An Approach to Express and Evaluate OLAP Preferences. IEEE Trans. Knowl. Data Eng. 23(7): 1050-1064 (2011) - [c45]Julien Aligon, Matteo Golfarelli, Patrick Marcel, Stefano Rizzi, Elisa Turricchia:
Mining Preferences from OLAP Query Logs for Proactive Personalization. ADBIS 2011: 84-97 - [c44]Matteo Golfarelli, Stefano Rizzi, Elisa Turricchia:
Modern Software Engineering Methodologies Meet Data Warehouse Design: 4WD. DaWaK 2011: 66-79 - [c43]Antonino Battaglia, Matteo Golfarelli, Stefano Rizzi:
QBX: A CASE Tool for Data Mart Design. ER Workshops 2011: 358-363 - [c42]Paolo Biondi, Matteo Golfarelli, Stefano Rizzi:
Preference-based datacube analysis with MYOLAP. ICDE 2011: 1328-1331 - [p3]Matteo Golfarelli, Stefano Rizzi:
Temporal Data Warehousing: Approaches and Techniques. Integrations of Data Warehousing, Data Mining and Database Technologies 2011: 1-18 - [p2]Matteo Golfarelli, Stefano Rizzi:
What-If Application Design Using UML. Integrations of Data Warehousing, Data Mining and Database Technologies 2011: 287-306 - 2010
- [c41]Matteo Golfarelli, Federica Mandreoli, Wilma Penzo, Stefano Rizzi, Elisa Turricchia:
Towards OLAP query reformulation in peer-to-peer data warehousing. DOLAP 2010: 37-44 - [c40]Matteo Golfarelli:
Personalization of OLAP queries. EDA 2010: 1 - [c39]Paolo Ciaccia, Matteo Golfarelli, Stefano Rizzi:
Efficiently Bounding Cardinality Ratios through Database Constraints. SEBD 2010: 370-381
2000 – 2009
- 2009
- [j11]Matteo Golfarelli, Stefano Rizzi:
A Survey on Temporal Data Warehousing. Int. J. Data Warehous. Min. 5(1): 1-17 (2009) - [j10]Matteo Golfarelli, Stefano Rizzi:
What-if Simulation Modeling in Business Intelligence. Int. J. Data Warehous. Min. 5(4): 24-43 (2009) - [c38]Jesús Pardillo, Matteo Golfarelli, Stefano Rizzi, Juan Trujillo:
Visual Modelling of Data Warehousing Flows with UML Profiles. DaWaK 2009: 36-47 - [c37]Matteo Golfarelli:
Open Source BI Platforms: A Functional and Architectural Comparison. DaWaK 2009: 287-297 - [c36]Matteo Golfarelli, Stefano Rizzi:
A comprehensive approach to data warehouse testing. DOLAP 2009: 17-24 - [c35]Matteo Golfarelli, Stefano Rizzi:
Expressing OLAP Preferences. SSDBM 2009: 83-91 - [p1]Matteo Golfarelli, Stefano Rizzi:
A Survey on Temporal Data Warehousing. Database Technologies: Concepts, Methodologies, Tools, and Applications 2009: 221-237 - [r2]Matteo Golfarelli:
DFM as a Conceptual Model for Data Warehouse. Encyclopedia of Data Warehousing and Mining 2009: 638-645 - [r1]Matteo Golfarelli:
Data Warehouse Life-Cycle and Design. Encyclopedia of Database Systems 2009: 658-664 - 2008
- [c34]Matteo Golfarelli, Stefano Rizzi:
UML-Based Modeling for What-If Analysis. DaWaK 2008: 1-12 - 2007
- [j9]Matteo Golfarelli, Stefano Rizzi:
Managing Late Measurements in Data Warehouses. Int. J. Data Warehous. Min. 3(4): 51-67 (2007) - [c33]Stefano Rizzi, Matteo Golfarelli:
X-Time: Schema Versioning and Cross-Version Querying in Data Warehouses. ICDE 2007: 1471-1472 - 2006
- [j8]Matteo Golfarelli, Jens Lechtenbörger, Stefano Rizzi, Gottfried Vossen:
Schema versioning in data warehouses: Enabling cross-version querying via schema augmentation. Data Knowl. Eng. 59(2): 435-459 (2006) - [j7]Lorenzo Baldacci, Matteo Golfarelli, Alessandra Lumini, Stefano Rizzi:
Clustering techniques for protein surfaces. Pattern Recognit. 39(12): 2370-2382 (2006) - [c32]Stefano Rizzi, Matteo Golfarelli:
What Time Is It in the Data Warehouse? DaWaK 2006: 134-144 - [c31]Matteo Golfarelli, Stefano Rizzi, Andrea Proli:
Designing what-if analysis: towards a methodology. DOLAP 2006: 51-58 - [c30]Lorenzo Baldacci, Matteo Golfarelli, Alessandra Lumini, Stefano Rizzi:
A Template-Matching Approach for Protein Surface Clustering. ICPR (3) 2006: 340-343 - [c29]Matteo Golfarelli, Andrea Proli, Stefano Rizzi:
Rappresentazione personalizzata dell'informazione nel Web Semantico. SEBD 2006: 159-166 - [c28]Matteo Golfarelli, Andrea Proli, Stefano Rizzi:
M-FIRE: A Metaphor-Based Framework for Information Representation and Exploration. WEBIST (Selected Papers) 2006: 214-227 - [c27]Matteo Golfarelli, Andrea Proli, Stefano Rizzi:
M-FIRE: A Metaphor-Based Framework for Information Representation and Exploration. WEBIST (1) 2006: 332-340 - 2005
- [c26]Lorenzo Baldacci, Matteo Golfarelli:
Mining Complex Patterns from Protein Surfaces. DEXA Workshops 2005: 590-594 - [c25]Matteo Golfarelli:
New trends in Business Intelligence. miproBIS 2005: 15-20 - 2004
- [j6]Matteo Golfarelli, Vittorio Maniezzo, Stefano Rizzi:
Materialization of fragmented views in multidimensional databases. Data Knowl. Eng. 49(3): 325-351 (2004) - [c24]Matteo Golfarelli, Stefano Rizzi, Iuris Cella:
Beyond data warehousing: what's next in business intelligence? DOLAP 2004: 1-6 - [c23]Matteo Golfarelli, Jens Lechtenbörger, Stefano Rizzi, Gottfried Vossen:
Schema Versioning in Data Warehouses. ER (Workshops) 2004: 415-428 - [c22]Lorenzo Baldacci, Matteo Golfarelli, Stefano Rizzi:
Mining di pattern complessi di superficie da strutture molecolari. SEBD 2004: 150-157 - 2003
- [j5]Paolo Ciaccia, Matteo Golfarelli, Stefano Rizzi:
Bounding the cardinality of aggregate views through domain-derived constraints. Data Knowl. Eng. 45(2): 131-153 (2003) - [c21]Matteo Golfarelli:
Handling Large Workloads by Profiling and Clustering. DaWaK 2003: 212-223 - [c20]Matteo Golfarelli, Ettore Saltarelli:
The workload you have, the workload you would like. DOLAP 2003: 79-85 - [c19]Stefano Rizzi, Elisa Bertino, Barbara Catania, Matteo Golfarelli, Maria Halkidi, Manolis Terrovitis, Panos Vassiliadis, Michalis Vazirgiannis, Euripides Vrachnos:
Towards a Logical Model for Patterns. ER 2003: 77-90 - [c18]Ilaria Bartolini, Elisa Bertino, Barbara Catania, Paolo Ciaccia, Matteo Golfarelli, Marco Patella, Stefano Rizzi:
PAtterns for Next-generation DAtabase systems: preliminary results of the PANDA project. SEBD 2003: 293-300 - 2002
- [c17]Matteo Golfarelli, Stefano Rizzi, Ettore Saltarelli:
Index selection for data warehousing. DMDW 2002: 33-42 - [c16]Matteo Golfarelli,