DARIO BENVENUTI

PhD Graduate

PhD program:: XXXVI

supervisor: Andrea Marrella
co-supervisor: Tiziana Catarci

Thesis title: Exploiting Process Mining and Interaction-Driven Techniques to Improve the Life-cycle of Big Data Pipelines

We start by looking at a new reference model to represent event logs coming from Big Data Pipelines in XES. Then, we look at a semi-automated technique to generate simulated event logs that is not a burden for organizations. We continue looking at DIS-PIPE, a software built to implement big data pipeline discovery (which is a specialized version of process discovery) and uncover dark data through SQL queries. Finally we explore an interaction-driven framework to exploit user logs to pinpoint latency issues in visualization systems and understand what is causing them (e.g., rendering, the DBMS failing, or a poorly designed interaction). This framework can be used to facilitate the optimization of visualization systems, thus improving the interpratation phase of a big data pipeline.

Research products

11573/1718091 - 2024 - A Context-Aware Framework to Support Decision-Making in Production Planning

Agostinelli, S.; Benvenuti, D.; Casciani, A.; De Luzi, F.; Marinacci, M.; Marrella, A.; Rossi, J. - 04b Atto di convegno in volume

conference: International Conference on Advanced Information Systems Engineering (Limassol; Cyprus)

book: Advanced Information Systems Engineering. 36th International Conference, CAiSE 2024, Limassol, Cyprus, June 3–7, 2024, Proceedings - (9783031610561; 9783031610578)

11573/1724598 - 2024 - DIS-PIPE: A Tool for Data Pipeline Discovery

Agostinelli, S.; Benvenuti, D.; Marrella, A.; Rossi, J. - 04b Atto di convegno in volume

conference: International Conference on Process Mining (Copenhagen; Denmark)

book: Doctoral Consortium and Demo Track 2024 at the International Conference on Process Mining 2024 (ICPM-D 2024) - ()

11573/1726098 - 2024 - InterView: A System to Support Interaction-Driven Visualization Systems Design

Filosa, Matteo; Plexousaki, Alexandra; Benvenuti, Dario; Catarci, Tiziana; Angelini, Marco - 04b Atto di convegno in volume

conference: HCSE: 10th International Working Conference on Human-Centered Software Engineering (Reykjavík, Islanda)

book: Lecture Notes in Computer Science - (9783031645754; 9783031645761)

11573/1697808 - 2023 - Modeling and Assessing User Interaction in Big Data Visualization Systems

Benvenuti, D.; Filosa, M.; Catarci, T.; Angelini, M. - 04b Atto di convegno in volume

conference: Human-Computer Interaction – INTERACT 2023: 19th IFIP TC13 International Conference (York)

book: INTERACT 2023: Human-Computer Interaction – INTERACT 2023 - (978-3-031-42282-9; 978-3-031-42283-6)

11573/1697806 - 2023 - A Reference Data Model to Specify Event Logs for Big Data Pipeline Discovery

Benvenuti, D.; Marrella, A.; Rossi, J.; Nikolov, N.; Roman, D.; Soylu, A.; Perales, F. - 04b Atto di convegno in volume

conference: International Conference in Business Process Management (Utrecht)

book: International Conference on Business Process Management - (978-3-031-41622-4; 978-3-031-41623-1)

11573/1697799 - 2023 - Towards a Framework for Data Pipeline Discovery

Benvenuti, Dario - 04b Atto di convegno in volume

conference: Sigmod 2023 (Seattle)

book: SIGMOD '23: Companion of the 2023 International Conference on Management of Data - (9781450395076)

11573/1664880 - 2023 - An Approach to Assess the Impact of Tutorials in Video Games

Benvenuti, Dario; Ferro, Lauren S.; Marrella, Andrea; Catarci, Tiziana - 01a Articolo in rivista

paper: INFORMATICS ((Basel, Switzerland) : MDPI) pp. - - issn: 2227-9709 - wos: WOS:000955929500001 (0) - scopus: 2-s2.0-85150987209 (1)

11573/1697807 - 2023 - An SQL-Based Declarative Process Mining Framework for Analyzing Process Data Stored in Relational Databases

Riva, F.; Benvenuti, D.; Maggi, F. M.; Marrella, A.; Montali, M. - 04b Atto di convegno in volume

conference: International Conference in Business Process Management (Utrecht)

book: BPM 2023: Business Process Management Forum - (978-3-031-41622-4; 978-3-031-41623-1)

11573/1656750 - 2022 - An Interactive Approach to Support Event Log Generation for Data Pipeline Discovery

Benvenuti, D.; Falleroni, L.; Marrella, A.; Perales, F. - 04b Atto di convegno in volume

conference: International Computer Software and Applications Conference (Los Alamitos; USA)

book: Proceedings of the 2022 IEEE 46th Annual Computers, Software, and Applications Conference COMPSAC 2022 - (978-1-6654-8810-5; 978-1-6654-8811-2)

11573/1656758 - 2022 - Toward an Interaction-Driven Framework for Modeling Big Data Visualization Systems

Benvenuti, Dario; Fiordeponti, Giovanni; Cheng, Hao; Catarci, Tiziana; Fekete, Jean-Daniel; Santucci, Giuseppe; Angelini, Marco; Battle, Leilani - 04f Poster

conference: 24th EG Conference on Visualization (Rome)

book: hal-03700865, version 1 - ()

11573/1621032 - 2021 - Big Data Pipeline Discovery through Process Mining: Challenges and Research Directions

Agostinelli, Simone; Benvenuti, Dario; De Luzi, Francesca; Marrella, Andrea - 04b Atto di convegno in volume

conference: 1st Italian Forum on Business Process Management, ITBPM 2021 (Rome; Italy)

book: ITBPM 2021 Italian Forum on Business Process Management 2021 - ()

11573/1656754 - 2021 - Detecting and Explaining Usability Issues of Consumer Electronic Products

Benvenuti, D.; Buda, E.; Fraioli, F.; Marrella, A.; Catarci, T. - 04b Atto di convegno in volume

conference: IFIP TC13 Conference on Human-Computer Interaction (Bari; Italy)

book: Human-Computer Interaction – INTERACT 2021 18th IFIP TC 13 International Conference, Bari, Italy, August 30 – September 3, 2021, Proceedings, Part IV - (978-3-030-85609-0; 978-3-030-85610-6)

11573/1665512 - 2021 - DataCloud: Enabling the Big Data Pipelines on the Computing Continuum

Roman, Dumitru; Nikolov, Nikolay; Elvester, Brian; Soylu, Ahmet; Prodan, Radu; Kimovski, Dragi; Marrella, Andrea; Leotta, Francesco; Benvenuti, Dario; Matskin, Mihhail; Ledakis, Giannis; Simonet-Boulogne, Anthony; Perales, Fernando; Kharlamov, Evgeny; Ulisses, Alexandre; Solberg, Arnor; Ceccarelli, Raffaele - 04b Atto di convegno in volume

conference: International Conference on Research Challenges in Information Science (Limassol; Cyprus)

book: Research Challenges in Information Science 15th International Conference, RCIS 2021 Limassol, Cyprus, May 11–14, 2021 Proceedings - (978-3-030-75017-6; 978-3-030-75018-3)