Maria Maistro

Research output

Research output per year 2014 2016 2017 2018 2020 2021 2023 2024 2024

• 182 Citations
• 23 Article in proceedings
• 8 Conference article
• 6 Journal article

Research output per year

Research output per year

Search results

• 2024

  Can We Trust Recommender System Fairness Evaluation? The Role of Fairness and Relevance

  Rampisela, T. V., Ruotsalo, T., Maistro, M. & Lioma, C., 2024, SIGIR 2024 - Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval. Association for Computing Machinery, Inc., p. 271-281

  Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

  Open Access

  File
  5 Downloads (Pure)

• Evaluation Measures of Individual Item Fairness for Recommender Systems: A Critical Study

  Rampisela, T. V., Maistro, M., Ruotsalo, T. & Lioma, C., 2024, (E-pub ahead of print) In: ACM Transactions on Recommender Systems. 55 p.

  Research output: Contribution to journal › Journal article › Research › peer-review

  Open Access

  File
  43 Downloads (Pure)

• Special Section on Efficiency in Neural Information Retrieval

  Bruch, S., Lucchese, C., Maistro, M. & Nardini, F. M., 2024, In: ACM Transactions on Information Systems. 42, 5, 4 p., 113.

  Research output: Contribution to journal › Journal article › Research › peer-review

  Open Access

  File

• Toward Evaluating the Reproducibility of Information Retrieval Systems with Simulated Users

  Breuer, T. & Maistro, M., 2024, Proceedings of the 2nd ACM Conference on Reproducibility and Replicability, REP 2024. Association for Computing Machinery, Inc., p. 25-29 5 p.

  Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

  Open Access

  File
• 2023

  An in-depth investigation on the behavior of measures to quantify reproducibility

  Maistro, M., Breuer, T., Schaer, P. & Ferro, N., 2023, In: Information Processing and Management. 60, 3, 39 p., 103332.

  Research output: Contribution to journal › Journal article › Research › peer-review

  Open Access

  File
  7 Citations (Scopus)

  7 Downloads (Pure)

• Automated Medical Coding on MIMIC-III and MIMIC-IV: A Critical Review and Replicability Study

  Edin, J., Junge, A., Havtorn, J. D., Borgholt, L., Maistro, M., Ruotsalo, T. & Maaløe, L., 2023, SIGIR 2023 - Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval. Association for Computing Machinery, Inc., p. 2572-2582

  Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

  Open Access

  File
  9 Citations (Scopus)

  7 Downloads (Pure)

• Graph-Based Recommendation for Sparse and Heterogeneous User Interactions

  Bruun, S. B., Leśniak, K. K., Biasini, M., Carmignani, V., Filianos, P., Lioma, C. & Maistro, M., 2023, Advances in Information Retrieval - 45th European Conference on Information Retrieval, ECIR 2023, Proceedings. Kamps, J., Goeuriot, L., Crestani, F., Maistro, M., Joho, H., Davis, B., Gurrin, C., Caputo, A. & Kruschwitz, U. (eds.). Springer, p. 182-199 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Vol. 13980 LNCS).

  Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

  Open Access

  File
  25 Downloads (Pure)

• On the Ordering of Pooled Web Pages, Gold Assessments, and Bronze Assessments

  Sakai, T., Tao, S., Chen, N., Li, Y., Maistro, M., Chu, Z. & Ferro, N., 2023, In: ACM Transactions on Information Systems. 42, 1, 31 p., 23.

  Research output: Contribution to journal › Journal article › Research › peer-review

  Open Access

  File
  1 Citation (Scopus)

  24 Downloads (Pure)

• ReNeuIR at SIGIR 2023: The Second Workshop on Reaching Efficiency in Neural Information Retrieval

  Bruch, S., Maistro, M., Mackenzie, J. & Nardini, F. M., 2023, SIGIR 2023 - Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval. Association for Computing Machinery, Inc., p. 3456-3459 4 p.

  Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

  Open Access

  File
  2 Citations (Scopus)
• 2022

  Crowdsourcing Controller - Utilizing Reliable Agents in a Multiplayer Game

  Lesniak, K. K. & Maistro, M., 2022, 2022 IEEE Conference on Games, CoG 2022. IEEE Computer Society Press, p. 64-71 8 p. (IEEE Conference on Computatonal Intelligence and Games, CIG, Vol. 2022-August).

  Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

  File
  1 Citation (Scopus)

  9 Downloads (Pure)

• Learning Recommendations from User Actions in the Item-poor Insurance Domain

  Borg Bruun, S., Maistro, M. & Lioma, C., 2022, RecSys 2022 - Proceedings of the 16th ACM Conference on Recommender Systems. Association for Computing Machinery, Inc., p. 113-123 11 p.

  Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

  Open Access

  File
  4 Citations (Scopus)

  35 Downloads (Pure)
• 2021

  Multi-head Self-attention with Role-Guided Masks

  Wang, D., Hansen, C., Lima, L. C., Hansen, C., Maistro, M., Simonsen, J. G. & Lioma, C., 2021, Advances in Information Retrieval - 43rd European Conference on IR Research, ECIR 2021, Proceedings, Part II. Hiemstra, D., Moens, M-F., Mothe, J., Perego, R., Potthast, M. & Sebastiani, F. (eds.). Springer, p. 432-439 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Vol. 12657 LNCS).

  Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

  File
  1 Citation (Scopus)

  50 Downloads (Pure)

• Principled Multi-Aspect Evaluation Measures of Rankings

  Maistro, M., Lima, L. C., Simonsen, J. G. & Lioma, C., 2021, CIKM 2021 - Proceedings of the 30th ACM International Conference on Information and Knowledge Management. Association for Computing Machinery, Inc, p. 1232-1242

  Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

  Open Access

  File
  1 Citation (Scopus)

  63 Downloads (Pure)

• repro_eval: A Python Interface to Reproducibility Measures of System-Oriented IR Experiments

  Breuer, T., Ferro, N., Maistro, M. & Schaer, P., 2021, Advances in Information Retrieval - 43rd European Conference on IR Research, ECIR 2021, Proceedings. Hiemstra, D., Moens, M-F., Mothe, J., Perego, R., Potthast, M. & Sebastiani, F. (eds.). Springer, p. 481-486 6 p. (Lecture Notes in Computer Science, Vol. 12657 LNCS).

  Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

  File
  13 Citations (Scopus)

  16 Downloads (Pure)
• 2020

  Boosting learning to rank with user dynamics and continuation methods

  Ferro, N., Lucchese, C., Maistro, M. & Perego, R., 2020, In: Information Retrieval Journal. 23, p. 528–554

  Research output: Contribution to journal › Journal article › Research › peer-review

  Open Access

  File
  1 Citation (Scopus)

  15 Downloads (Pure)

• How to Measure the Reproducibility of System-oriented IR Experiments

  Breuer, T., Ferro, N., Fuhr, N., Maistro, M., Sakai, T., Schaer, P. & Soboroff, I., 2020, SIGIR '20: Proceedings of the 43rd International ACM SIGIR Conference on Research and Development in Information Retrieval. Association for Computing Machinery, p. 349-358 10 p.

  Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

  Open Access

  File
  22 Citations (Scopus)

  16 Downloads (Pure)

• niversity of Copenhagen Participation in TREC Health Misinformation Track 2020: U

  Chaves Lima, L., Wright, . D. B., Augenstein, I. & Maistro, M., 2020, Proceedings of the Twenty-Ninth Text REtrieval Conference (TREC 2020). Voorhees, E. M. & Ellis, A. (eds.). National Institute of Standards and Technology (NIST), 16 p. (NIST Special Publication; No. 1266).

  Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

  Open Access

  File
  35 Downloads (Pure)
• 2019

  CENTRE@CLEF 2019

  Ferro, N., Fuhr, N., Maistro, M., Sakai, T. & Soboroff, I., 2019, Advances in Information Retrieval: 41st European Conference on IR Research, ECIR 2019 Cologne, Germany, April 14–18, 2019 Proceedings. Springer, Vol. 2. p. 283-290 (Lecture Notes in Computer Science, Vol. 11438).

  Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

• Overview of CENTRE@CLEF 2019: Sequel in the Systematic Reproducibility Realm

  Ferro, N., Fuhr, N., Maistro, M., Sakai, T. & Soboroff, I., 2019, Experimental IR Meets Multilinguality, Multimodality, and Interaction: 10th International Conference of the CLEF Association, CLEF 2019 Lugano, Switzerland, September 9–12, 2019 Proceedings. Crestani, F., Braschler, M., Savoy, J., Rauber, A., Müller, H., Losada, D. E., Heinatz Bürki, G., Cappellato, L. & Ferro, N. (eds.). Springer, p. 287-300 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Vol. 11696 LNCS).

  Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review
  10 Citations (Scopus)
• 2018

  CENTRE@CLEF2018: Overview of the replicability task

  Ferro, N., Maistro, M., Sakai, T. & Soboroff, I., 1 Jan 2018, In: CEUR Workshop Proceedings. 2125

  Research output: Contribution to journal › Conference article › Research › peer-review

• Continuation methods and curriculum learning for learning to rank

  Ferro, N., Maistro, M., Lucchese, C. & Perego, R., 17 Oct 2018, CIKM 2018 - Proceedings of the 27th ACM International Conference on Information and Knowledge Management. Paton, N., Candan, S., Wang, H., Allan, J., Agrawal, R., Labrinidis, A., Cuzzocrea, A., Zaki, M., Srivastava, D., Broder, A. & Schuster, A. (eds.). Association for Computing Machinery, Inc., p. 1523-1526 4 p.

  Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review
  7 Citations (Scopus)

• How to Robustly Combine Judgements from Crowd Assessors with AWARE

  Ferrante, M., Ferro, N. & Maistro, M., 1 Jan 2018, In: CEUR Workshop Proceedings. 2161, p. 1DUMMY

  Research output: Contribution to journal › Conference article › Research › peer-review

• Overview of CENTRE@CLEF 2018: A first tale in the systematic reproducibility realm

  Ferro, N., Maistro, M., Sakai, T. & Soboroff, I., 1 Jan 2018, Experimental IR Meets Multilinguality, Multimodality, and Interaction - 9th International Conference of the CLEF Association, CLEF 2018, Proceedings. SanJuan, E., Murtagh, F., Nie, J. Y., Soulier, L., Cappellato, L., Bellot, P., Mothe, J., Trabelsi, C. & Ferro, N. (eds.). Springer, p. 239-246 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Vol. 11018 LNCS).

  Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review
  17 Citations (Scopus)

• Thirty years of digital libraries research at the university of padua: The user side

  Agosti, M., Di Nunzio, G. M., Ferro, N., Maistro, M., Marchesin, S., Orio, N., Ponchia, C. & Silvello, G., 1 Jan 2018, Digital Libraries and Multimedia Archives - 14th Italian Research Conference on Digital Libraries, IRCDL 2018, Proceedings. Serra, G. & Tasso, C. (eds.). Springer, p. 42-54 13 p. (Communications in Computer and Information Science, Vol. 806).

  Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review
  1 Citation (Scopus)
• 2017

  Adapting information retrieval to user signals via stochastic models

  Maistro, M., 2 Feb 2017, WSDM 2017 - Proceedings of the 10th ACM International Conference on Web Search and Data Mining. Association for Computing Machinery, Inc., 1 p.

  Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

• A game of lines: Developing game mechanics for text classification

  Di Nunzio, G. M., Maistro, M. & Zilio, D., 1 Jan 2017, In: CEUR Workshop Proceedings. 1911, p. 40-47 8 p.

  Research output: Contribution to journal › Conference article › Research › peer-review

  1 Citation (Scopus)

• AWARE: Exploiting evaluation measures to combine multiple assessors

  Ferrante, M., Ferro, N. & Maistro, M., 1 Aug 2017, In: ACM Transactions on Information Systems. 36, 2, 20.

  Research output: Contribution to journal › Journal article › Research › peer-review
  8 Citations (Scopus)

• LEARning Next gEneration Rankers (LEARNER 2017)

  Ferro, N., Lucchese, C., Maistro, M. & Perego, R., 1 Oct 2017, ICTIR 2017 - Proceedings of the 2017 ACM SIGIR International Conference on the Theory of Information Retrieval. Association for Computing Machinery, Inc., p. 331-332 2 p.

  Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

• On Including the user dynamic in learning to rank

  Ferro, N., Lucchese, C., Maistro, M. & Perego, R., 7 Aug 2017, SIGIR 2017 - Proceedings of the 40th International ACM SIGIR Conference on Research and Development in Information Retrieval. Association for Computing Machinery, Inc., p. 1041-1044 4 p.

  Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review
  6 Citations (Scopus)

• Understanding user behavior in job and talent search: An initial investigation

  Spina, D., Maistro, M., Ren, Y., Sadeghi, S., Wong, W., Baldwin, T., Cavedon, L., Moat, A., Sanderson, M., Scholer, F. & Zobel, J., 1 Jan 2017, In: CEUR Workshop Proceedings. 2311

  Research output: Contribution to journal › Conference article › Research › peer-review

  8 Citations (Scopus)
• 2016

  Basis of a formal framework for information retrieval evaluation measurements

  Ferrante, M., Ferro, N. & Maistro, M., 1 Jan 2016, In: CEUR Workshop Proceedings. 1653

  Research output: Contribution to journal › Conference article › Research › peer-review

• Gamification for IR: The query aspects game

  Di Nunzio, G. M., Maistro, M. & Zilio, D., 1 Jan 2016, In: CEUR Workshop Proceedings. 1749

  Research output: Contribution to journal › Conference article › Research › peer-review

  2 Citations (Scopus)

• Gamification for machine learning: The classification game

  Nunzio, G. M. D., Maistro, M. & Zilio, D., 1 Jan 2016, In: CEUR Workshop Proceedings. 1642, p. 45-52 8 p.

  Research output: Contribution to journal › Conference article › Research › peer-review

  11 Citations (Scopus)
• 2015

  Markov Precision: Modelling User Behaviour over Rank and Time Extended Abstract of [1]

  Ferrante, M., Ferro, N. & Maistro, M., 1 Jan 2015, In: CEUR Workshop Proceedings. 1404

  Research output: Contribution to journal › Conference article › Research › peer-review

• Towards a formal framework for utility-oriented measurements of retrieval effectiveness

  Ferrante, M., Ferro, N. & Maistro, M., 27 Sep 2015, ICTIR 2015 - Proceedings of the 2015 ACM SIGIR International Conference on the Theory of Information Retrieval. Association for Computing Machinery, Inc., p. 21-30 10 p.

  Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review
  28 Citations (Scopus)
• 2014

  Injecting user models and time into precision via Markov chains

  Ferrante, M., Ferro, N. & Maistro, M., 1 Jan 2014, SIGIR 2014 - Proceedings of the 37th International ACM SIGIR Conference on Research and Development in Information Retrieval. ASSOCIATION FOR COMPUTING MACHINERY. JOU, p. 597-606 10 p.

  Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review
  18 Citations (Scopus)

• Rethinking how to extend average precision to graded relevance

  Ferrante, M., Maistro, M. & Ferro, N., 1 Jan 2014, Information Access Evaluation: Multilinguality, Multimodality, and Interaction - 5th International Conference of the CLEF Initiative, CLEF 2014, Proceedings. Springer Verlag, p. 19-30 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Vol. 8685 LNCS).

  Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review
  3 Citations (Scopus)