Jerin George Mathew

Jerin George Mathew

he/him

PhD in Artificial Intelligence

Publications

You can also find my articles on my Google Scholar profile.

2025

  • Mathew, J. G., Firmani, D., & Srivastava, D. (2025). "Evaluating methods for efficient entity count estimation". In 51st International Conference on Very Large Data Bases (VLDB 2025) (to appear).
  • Balzotti, L., Firmani, D., Mathew, J. G., Torlone, R. & Amer-Yahia, S. (2025). "R-fairness: Assessing fairness of ranking in subjective data". In 63rd Annual Meeting of the Association for Computational Linguistics (ACL 2025) (to appear).
  • Izzi, A., Mathew, J. G., Monti, F., Firmani, D., Leotta, F., Mandreoli, F. & Mecella, M. (2025). "Data service composition in cyber-physical systems adopting LLMs". In IEEE International Conference on Web Services (ICWS 2025) (to appear).
  • Pesl, R., Mathew, J. G., Aiello, M. & Mecella, M., (2025). "Advanced system integration: Analyzing openapi chunking for retrieval-augmented generation". In 37th International Conference on Advanced Information Systems Engineering (CAiSE 2025) (to appear).
  • Andreou, A., Bernabei, M., Christoforou, A., Colabianchi, S., Costantino, F., Leotta, F., Mathew, J. G., Mecella, M. & Monti, F. (2025). "Assessing smart manufacturing by combining IT systems and enabling technologies in a fuzzy cognitive maturity model". In International Journal of Computer Integrated Manufacturing (IJCIM) (to appear).
  • Izzi, A., Mathew, J. G., Monti, F., Firmani, D., Leotta, F., Mandreoli, F. & Mecella, M. (2025). "LLM-Based Composition of Smart Data Services in Shop Floors". In 33rd Symposium On Advanced Database Systems (SEBD 2025) (to appear).
  • Balzotti, L., Firmani, D., Leotta, F., Mathew, J. G. & Rossi, J. (2025). "Towards bringing human-like intelligence in the computing continuum: the INTEND project". In 33rd Symposium On Advanced Database Systems (SEBD 2025) (to appear).

2024

  • Mathew, J. G., Monti, F., Firmani, D., Leotta, F., Mandreoli, F., & Mecella, M. (2024). "Composing Smart Data Services in Shop Floors Through Large Language Models". In International Conference on Service-Oriented Computing (ICSOC 2024).
  • Yao, P., Mathew, J. G., Singh, S., Firmani, D., & Barbosa, D. (2024). "A Bayesian Approach Towards Crowdsourcing the Truths from LLMs". In NeurIPS 2024 Workshop on Bayesian Decision-making and Uncertainty.
  • Bianchini, F., Calamo, M., De Luzi, F., Macrì, M., Marinacci, M., Mathew, J. G., Monti, F., Rossi, J., Leotta, F. & Mecella, M. (2024). "SAMBA: A reference framework for Human-in-the-Loop in adaptive Smart Manufacturing". In 6th International Conference on Industry 4.0 and Smart Manufacturing (ISM 2024).
  • Firmani, D., Leotta F., Mathew, J. G., Rossi, J., Balzotti, L., ... & Eberechukwu P. (2024). "INTEND: Human-Like Intelligence for Intent-Based Data Operations in the Cognitive Computing Continuum". In 8th International Joint Conference on Rules and Reasoning co-located with 20th Reasoning Web Summer School (RW 2024) and 16th DecisionCAMP 2024 as part of Declarative AI 2024.
  • Firmani, D., Leotta F., Mathew, J. G., Rossi, J., Balzotti, L., ... & Eberechukwu P. (2024). "INTEND: Intent-Based Data Operation in the Computing Continuum". In 32nd Symposium on Advanced Database Systems (SEBD 2024).
  • Monti, F., Mathew, J. G., Leotta, F., Koschmider, A. & Mecella, M. (2024). "On the application of process management and process mining to Industry 4.0". In Journal of Software and Systems Modeling (SoSyM).
  • Albano, V., Firmani, D., Laura, L., Mathew, J. G., Paoletti, A. L., & Torrente, I. (2024). "Resolving duplicates in Large Multiple-Choice Questions Repositories". In 20th Conference on Information and Research science Connecting to Digital and Library science (IRCDL 2024).

2023

  • Albano, V., Firmani, D., Laura, L., Mathew, J. G., Paoletti, A. L., & Torrente, I. (2023). "NLP-Based Management of Large Multiple-Choice Test Item Repositories". In Journal of Learning Analytics (JLA).
  • Firmani, D., Mathew, J. G., Santoro, D., Simonini, G., & Zecchini, L. (2023). "Bridging the Gap between Buyers and Sellers in Data Marketplaces with Personalized Datasets". In 31nd Symposium on Advanced Database Systems (SEBD 2023).
  • Andreou, A. S., Firmani, D., Mathew, J. G., Mecella, M., & Pingos, M. (2023). "Using Knowledge Graphs for Record Linkage: Challenges and Opportunities". In CAiSE workshop on Knowledge Graphs for Semantics-driven Systems Engineering (KG4SDSE).
  • Calamo, M., Leotta, F., Mathew, J. G., Mecella, M., & Monti, F. (2023). "TopKontrol: a Monitoring and Quality Control System for the Packaging Production". In International Conference on Advanced Information Systems Engineering (CAiSE) (Research Projects Exhibition - RPE).

2022

  • Leotta, F., Mathew, J. G., Mecella, M., & Monti, F. (2022). "Supporting Zero Defect Manufacturing Through Cloud Computing and Data Analytics: The Case Study of Electrospindle 4.0". In 3rd International Workshop On Key Enabling Technologies For Digital Factories (KET4DF@CAiSE 2022).
  • Amadori, F., Bardani, M., Bernasconi, E., Cappelletti, F., Catarci, T., Drudi, G., Mathew, J. G., ... & Rossi, M. (2022). "Electrospindle 4.0: Towards Zero Defect Manufacturing of Spindles". In 16th International Conference on Research Challenges in Information Science (Reseach Projects Track).

2021

  • Castano, S., Ferrara, A., Firmani, D., Mathew, J. G., & Montanelli, S. (2021). "Automatic entity labeling through explanation techniques". In 29th Italian Symposium on Advanced Database Systems (SEBD 2021).
  • Esposito, L., Veneruso, S. V., Leotta, F., Monti, F., Mathew, J. G., & Mecella, M. (2021). "Unsupervised Segmentation of Human Habits in Smart Home Logs through Process Discovery". In 1st ITalian forum on Business Process Management (ITBPM 2021), co-located with the 19th International Conference of Business Process Management (BPM 2021).