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Prof. dr. Pinar Yolum Birbil

Hoogleraar 
Bètawetenschappen
Informatica
AI & Data Science
Responsible AI
Responsible AI
Minnaertgebouw
Leuvenlaan 4
Kamer 3.07
3584 CE Utrecht

Prof. dr. Pinar Yolum Birbil

Hoogleraar
Responsible AI
p.yolum@uu.nl
Profiel CV Publicaties Onderzoek Onderwijs Nevenwerkzaamheden Contact
Profiel CV Publicaties Onderzoek Onderwijs Nevenwerkzaamheden Contact
Expertises
Onderzoeksthema's

Most of my publications are available on Google Scholar and here.

 

 

Publicaties

2025

Wetenschappelijke publicaties

Erdogan, E., Dignum, F., Verbrugge, R., & Yolum, P. (2025). TOMA: Computational Theory of Mind with Abstractions for Hybrid Intelligence. Journal of Artificial Intelligence Research, 82, 285-311. https://doi.org/10.1613/jair.1.16402
https://research-portal.uu.nl/ws/files/259051519/16402wPg_sFinal.pdf

2024

Wetenschappelijke publicaties

Florijn, T. C. P., Yolum, P., & Baarslag, T. (2024). A Negotiator's Backup Plan: Optimal Concessions with a Reservation Value. Proceedings of the International Joint Conference on Autonomous Agents and Multiagent Systems, AAMAS, 2024(May), 2264-2266. https://dl.acm.org/doi/10.5555/3635637.3663128
https://research-portal.uu.nl/ws/files/244268388/3635637.3663128.pdf
Erdogan, E., Verbrugge, R., & Yolum, P. (2024). Computational Theory of Mind with Abstractions for Effective Human-Agent Collaboration. Proceedings of the International Joint Conference on Autonomous Agents and Multiagent Systems, AAMAS, 2024(May), 2249-2251. https://doi.org/10.5555/3635637.3663123
https://research-portal.uu.nl/ws/files/244267993/3635637.3663123.pdf
Dudzik, B. J. W., van der Waa, J. S., Chen, P. Y., Dobbe, R., de Troya, Í. M. D. R., Bakker, R. M., de Boer, M. H. T., Smit, Q. T. S., Dell’Anna, D., Erdogan, E., Yolum, P., Wang, S., Santamaría, S. B., Krause, L., & Kamphorst, B. A. (2024). Viewpoint: Hybrid Intelligence Supports Application Development for Diabetes Lifestyle Management. Journal of Artificial Intelligence Research, 80, 919-929. https://doi.org/10.1613/jair.1.15916
https://research-portal.uu.nl/ws/files/243984199/15916wPg_s.pdf
Dell'Anna, D., Murukannaiah, P. K., Dudzik, B., Grossi, D., Jonker, C. M., Oertel, C., & Yolum, P. (2024). Toward a Quality Model for Hybrid Intelligence Teams. In AAMAS '24: Proceedings of the 23rd International Conference on Autonomous Agents and Multiagent Systems (Vol. 2024-May, pp. 434-443). (Proceedings of the International Joint Conference on Autonomous Agents and Multiagent Systems, AAMAS). Association for Computing Machinery. https://doi.org/10.5555/3635637.3662893
https://research-portal.uu.nl/ws/files/230833343/3635637.3662893.pdf
Melchior, A., Dignum, F., & Yolum, P. (2024). Policy Development for Societal Challenges: The Collaborative Agent Based Modelling Policy Framework. In Advances in Social Simulation: Proceedings of the 18th Social Simulation Conference, Glasgow, UK, 4–8 September 2023 (pp. 235-248). Springer. https://doi.org/10.1007/978-3-031-57785-7_18
https://research-portal.uu.nl/ws/files/243981213/978-3-031-57785-7_18.pdf

2023

Wetenschappelijke publicaties

Di Scala, D., & Yolum, P. (2023). PACCART: Reinforcing Trust in Multiuser Privacy Agreement Systems. In Proceedings of the 2023 International Conference on Autonomous Agents and Multiagent Systems (Vol. 2023-May, pp. 2787–2789). (Proceedings of the International Joint Conference on Autonomous Agents and Multiagent Systems, AAMAS). International Foundation for Autonomous Agents and Multiagent Systems (IFAAMAS).
http://@https://dspace.library.uu.nl/bitstream/handle/1874/431701/p2787.pdf?sequence=1
Ayci, G., Özgür, A., Sensoy, M., & Yolum, P. (2023). Explain to Me: Towards Understanding Privacy Decisions. In Proceedings of the 2023 International Conference on Autonomous Agents and Multiagent Systems (Vol. 2023-May, pp. 2790–2791). (Proceedings of the International Joint Conference on Autonomous Agents and Multiagent Systems, AAMAS). International Foundation for Autonomous Agents and Multiagent Systems (IFAAMAS).
Ayci, G., Ozgur, A., Sensoy, M. K., & Yolum, P. P. (2023). Can We Explain Privacy? IEEE Internet Computing, 27(4), 75-80. https://doi.org/10.1109/MIC.2023.3270768
http://@https://dspace.library.uu.nl/bitstream/handle/1874/431582/Can_We_Explain_Privacy.pdf?sequence=1
Ayci, G., Sensoy, M., Ozgur, A., & Yolum, P. (2023). Uncertainty-Aware Personal Assistant for Making Personalized Privacy Decisions. ACM Transactions on Internet Technology, 23(1), 1-24. Article 13. https://doi.org/10.1145/3561820
http://@https://dspace.library.uu.nl/bitstream/handle/1874/430569/3561820.pdf?sequence=1
Ayci, G., Yolum, P., Özgür, A., & Sensoy, M. (2023). Explain to Me: Towards Understanding Privacy Decisions. arXiv. https://doi.org/10.48550/ARXIV.2301.02079
http://@https://dspace.library.uu.nl/bitstream/handle/1874/426552/2301.02079.pdf?sequence=1

2022

Wetenschappelijke publicaties

Erdogan, E., Dignum, F., Verbrugge, R., & Yolum, P. (2022). Computational Theory of Mind for Human-Agent Coordination. In N. Ajmeri, A. Morris Martin, & B. T. R. Savarimuthu (Eds.), Coordination, Organizations, Institutions, Norms, and Ethics for Governance of Multi-Agent Systems XV. COINE 2022.: International Workshop, COINE 2022, Virtual Event, May 9, 2022, Revised Selected Papers (1 ed., pp. 92-108). (Lecture Notes in Computer Science; Vol. 13549). Springer. https://doi.org/10.1007/978-3-031-20845-4_6
http://@https://dspace.library.uu.nl/bitstream/handle/1874/426835/978_3_031_20845_4_6.pdf?sequence=1
Erdogan, E., Dignum, F., Verbrugge, R., & Yolum, P. (2022). Abstracting Minds: Computational Theory of Mind for Human-Agent Collaboration. In S. Schlobach, M. Pérez-Ortiz, & M. Tielman (Eds.), HHAI2022: Augmenting Human Intellect (pp. 199-211). (Frontiers in Artificial Intelligence and Applications; Vol. 354). IOS Press. https://doi.org/10.3233/FAIA220199
http://@https://dspace.library.uu.nl/bitstream/handle/1874/426834/FAIA_354_FAIA220199.pdf?sequence=1
Kökciyan, N., & Yolum, P. (2022). Taking Situation-Based Privacy Decisions: Privacy Assistants Working with Humans.. 703-709. https://doi.org/10.24963/IJCAI.2022/99
Mwanjesa, A., Ulusoy, O., & Yolum, P. (2022). DIPP: Diffusion of Privacy Preferences in Online Social Networks. In M. Czupryna, & B. Kamiński (Eds.), Advances in Social Simulation - Proceedings of the 16th Social Simulation Conference (pp. 29-40). (Springer Proceedings in Complexity). Springer. https://doi.org/10.1007/978-3-030-92843-8_3
https://research-portal.uu.nl/ws/files/231889242/978-3-030-92843-8_3.pdf
Ulusoy, O., & Yolum, P. (2022). PANOLA: A Personal Assistant for Supporting Users in Preserving Privacy. ACM Transactions on Internet Technology, 22(1), 1-32. Article 27. https://doi.org/10.1145/3471187
http://@https://dspace.library.uu.nl/bitstream/handle/1874/419487/3471187.pdf?sequence=1

2021

Wetenschappelijke publicaties

Barhamgi, M., Huhns, M. N., Perera, C., & Yolum, P. (2021). Introduction to the Special Section on Human-centered Security, Privacy, and Trust in the Internet of Things. ACM Transactions on Internet Technology, 21(1), 1-3. Article 16. https://doi.org/10.1145/3445790
http://@https://dspace.library.uu.nl/bitstream/handle/1874/423118/3445790.pdf?sequence=1
Melchior, A., Dignum, F., & Yolum, P. (2021). Purposes of and Principles for ABM's in Policy Development: A Proposal. 33-34. Abstract from Social Simulation Conference 2021, Cracow/Online.
http://@https://dspace.library.uu.nl/bitstream/handle/1874/429600/Extended_abstract_SSC2021_CC.pdf?sequence=1

2020

Wetenschappelijke publicaties

Ulusoy, O., & Yolum, P. (2020). Agents for Preserving Privacy: Learning and Decision Making Collaboratively. In N. Bassiliades, G. Chalkiadakis, & D. D. Jonge (Eds.), Multi-Agent Systems and Agreement Technologies: 17th European Conference, EUMAS 2020, and 7th International Conference, AT 2020, Thessaloniki, Greece, September 14-15, 2020, Revised Selected Papers (1 ed., pp. 116-131). (Lecture Notes in Computer Science ; Vol. 12520). Springer. https://doi.org/10.1007/978-3-030-66412-1_8
http://@https://dspace.library.uu.nl/bitstream/handle/1874/414956/Ulusoy_Yolum2020_Chapter_AgentsForPreservingPrivacyLear.pdf?sequence=1
Kurtan, A. C., & Yolum, P. (2020). Assisting humans in privacy management: an agent-based approach. Autonomous Agents and Multi-Agent Systems, 35(7), 1-33. Article 7. https://doi.org/10.1007/s10458-020-09488-1
http://@https://dspace.library.uu.nl/bitstream/handle/1874/410541/Kurtan_Yolum2020_Article_AssistingHumansInPrivacyManage.pdf?sequence=1
Ulusoy, O., & Yolum, P. (2020). Collaborative Privacy Management with Auctioning Mechanisms. In T. Ito, M. Zhang, & R. Aydoğan (Eds.), Advances in Automated Negotiations (pp. 45-62). (Studies in Computational Intelligence; Vol. 905). Springer. https://doi.org/10.1007/978-981-15-5869-6_4
https://research-portal.uu.nl/ws/files/234900929/978-981-15-5869-6_4.pdf
Kurtan, C., Yolum, P., & Dastani, M. (2020). An ideal team is more than a team of ideal agents. In G. De Giacomo, A. Catala, B. Dilkina, M. Milano, S. Barro, A. Bugarín, & J. Lang (Eds.), ECAI 2020 : Proceedings of the 24th European Conference on Artificial Intelligence, including 10th Conference on Prestigious Applications of Artificial Intelligence, PAIS 2020 (pp. 43-50). (Frontiers in Artificial Intelligence and Applications; Vol. 325). Berlin, IOS Press. https://doi.org/10.3233/FAIA200074
http://@https://dspace.library.uu.nl/bitstream/handle/1874/414642/FAIA_325_FAIA200074.pdf?sequence=1
Ulusoy, O., & Yolum, P. (2020). Norm-based access control. In SACMAT '20: Proceedings of the 25th ACM Symposium on Access Control Models and Technologies (pp. 35-46). Association for Computing Machinery. https://doi.org/10.1145/3381991.3395601
http://@https://dspace.library.uu.nl/bitstream/handle/1874/414640/3381991.3395601.pdf?sequence=1
Kokciyan, N., & Yolum, P. (2020). TURP: Managing Trust for Regulating Privacy in Internet of Things. IEEE Internet Computing, 24(6), 9 - 16. https://doi.org/10.1109/MIC.2020.3020006
http://@https://dspace.library.uu.nl/bitstream/handle/1874/432493/TURP_Managing_Trust_for_Regulating_Privacy_in_Internet_of_Things.pdf?sequence=1

2019

Wetenschappelijke publicaties

Popescu, A., & Yolum, P. (2019). PARCO: A knowledge-based agent for context-sensitive reasoning and decision-making regarding privacy. CEUR Workshop Proceedings, 2491.
Ulusoy, O., & Yolum, P. (2019). Privacy Norms in Online Social Networks. Paper presented at Benelux Conference on Artificial Intelligence, Brussels, Belgium. http://ceur-ws.org/Vol-2491/abstract62.pdf
http://@https://dspace.library.uu.nl/bitstream/handle/1874/390079/abstract62.pdf?sequence=1
Ulusoy, O., & Yolum, P. (2019). Emergent Privacy Norms for Collaborative Systems. 514-522. Paper presented at 22nd International Conference
on Principles and Practice of Multi-Agent Systems, Turin, Italy. https://doi.org/10.1007/978-3-030-33792-6_36

2018

Wetenschappelijke publicaties

Kafali, Ö., Criado, N., Rehak, M., Such, J. M., & Yolum, P. (2018). Guest editors' introduction. ACM Transactions on Internet Technology, 18(3), Article 26. https://doi.org/10.1145/3177884
https://research-portal.uu.nl/ws/files/246973137/3177884.pdf
Kokciyan, N., Erdogan, M., Meral, T. H. S., & Yolum, P. (2018). Privacy-Preserving Intersection Management for Autonomous Vehicles. In Proceedings of the Tenth International Workshop on Agents in Traffic and Transportation (ATT 2018) (pp. 49-56)
http://@https://dspace.library.uu.nl/bitstream/handle/1874/370177/paper6.pdf?sequence=1
Ulusoy, O., & Yolum Birbil, P. (2018). PANO: Privacy Auctioning for Online Social Networks. In Proceedings of the 17th International Conference on Agents and Multiagent Systems (pp. 2103-2105). (AAMAS'18). International Foundation for Autonomous Agents and Multiagent Systems. https://doi.org/10.5555/3237383.3238086
http://@https://dspace.library.uu.nl/bitstream/handle/1874/375595/PANO.pdf?sequence=1
Kurtan, A. C., & Yolum, P. (2018). PELTE: Privacy estimation of images from tags. In 17th International Conference on Autonomous Agents and Multiagent Systems, AAMAS 2018 (Vol. 3, pp. 1989-1991). International Foundation for Autonomous Agents and Multiagent Systems (IFAAMAS).
Kekulluoglu, D., Kokciyan, N., & Yolum, P. (2018). Preserving Privacy as Social Responsibility in Online Social Networks. ACM Transactions on Internet Technology, 18(4), 1-22. Article 42. https://doi.org/10.1145/3158373
http://@https://dspace.library.uu.nl/bitstream/handle/1874/369037/a42_kekulluoglu.pdf?sequence=1

2017

Wetenschappelijke publicaties

Kökciyan, N., Yaglikci, N., & Yolum, P. (2017). An argumentation approach for resolving privacy disputes in online social networks. ACM Transactions on Internet Technology, 17(3), Article 27. https://doi.org/10.1145/3003434
Kokciyan, N., & Yolum, P. (2017). Context-based reasoning on privacy in Internet of Things. In C. Sierra (Ed.), 26th International Joint Conference on Artificial Intelligence, IJCAI 2017 (pp. 4738-4744). (IJCAI International Joint Conference on Artificial Intelligence; Vol. 0). International Joint Conferences on Artificial Intelligence. https://doi.org/10.24963/ijcai.2017/660
Yolum, P., & Huhns, M. N. (2017). Agents for Social Media. IEEE Internet Computing, 21(6), 5-7. Article 8114621. https://doi.org/10.1109/MIC.2017.4180847

2016

Wetenschappelijke publicaties

Kafalı, Ö., & Yolum, P. (2016). PISAGOR: a proactive software agent for monitoring interactions. Knowledge and Information Systems, 47(1), 215-239. https://doi.org/10.1007/s10115-015-0848-1
Kökciyan, N., & Yolum, P. (2016). PriGuardTool: A web-based tool to detect privacy violations semantically. In J. P. Muller, I. Nunes, M. Baldoni, & R. Zalila-Wenkstern (Eds.), Engineering Multi-Agent Systems - 4th International Workshop, EMAS 2016, Revised, Selected, and Invited Papers (pp. 81-98). (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 10093 LNAI). Springer. https://doi.org/10.1007/978-3-319-50983-9_5
Keküllüoǧlu, D., Kökciyan, N., & Yolum, P. (2016). Strategies for privacy negotiation in online social networks. In O. Kafali, M. Rehak, N. Kokciyan, P. Yolum, N. Criado, & J. M. Such (Eds.), PrAISe 2016 - 1st International Workshop on Artificial Intelligence for Privacy and Security, Held at EUMAS 2016 Article 2970035 (ACM International Conference Proceeding Series; Vol. 29-30-August-2016). Association for Computing Machinery. https://doi.org/10.1145/2970030.2970035
Kökciyan, N., Yaglikci, N., & Yolum, P. (2016). Argumentation for resolving privacy disputes in online social networks. In AAMAS 2016 - Proceedings of the 2016 International Conference on Autonomous Agents and Multiagent Systems (pp. 1361-1362). (Proceedings of the International Joint Conference on Autonomous Agents and Multiagent Systems, AAMAS). International Foundation for Autonomous Agents and Multiagent Systems (IFAAMAS).
Kokciyan, N., & Yolum, P. (2016). PriGuard: A semantic approach to detect privacy violations in online social networks. IEEE Transactions on Knowledge and Data Engineering, 28(10), 2724-2737. Article 7496848. https://doi.org/10.1109/TKDE.2016.2583425
Günay, A., Winikoff, M., & Yolum, P. (2016). Dynamically generated commitment protocols in open systems. In AAMAS 2016 - Proceedings of the 2016 International Conference on Autonomous Agents and Multiagent Systems (pp. 1263-1264). (Proceedings of the International Joint Conference on Autonomous Agents and Multiagent Systems, AAMAS). International Foundation for Autonomous Agents and Multiagent Systems (IFAAMAS).
Kökciyan, N., & Yolum, P. (2016). PriGuardTool: A tool for monitoring privacy violations in online social networks (demonstration). In AAMAS 2016 - Proceedings of the 2016 International Conference on Autonomous Agents and Multiagent Systems (pp. 1496-1497). (Proceedings of the International Joint Conference on Autonomous Agents and Multiagent Systems, AAMAS). International Foundation for Autonomous Agents and Multiagent Systems (IFAAMAS).

2015

Wetenschappelijke publicaties

Aydoğan, R., Baarslag, T., Hindriks, K. V., Jonker, C. M., & Yolum, P. (2015). Heuristics for using CP-nets in utility-based negotiation without knowing utilities. Knowledge and Information Systems, 45(2), 357-388. https://doi.org/10.1007/s10115-014-0798-z
Bordini, R. H., Elkind, E., Weiss, G., & Yolum, P. (2015). Introduction. Proceedings of the International Joint Conference on Autonomous Agents and Multiagent Systems, 1, iii-iv.

2014

Wetenschappelijke publicaties

Marvasti, N. B., Kökciyan, N., Türkay, R., Yazici, A., Yolum, P., Üsküdarli, S., & Acar, B. (2014). ImageCLEF Liver CT image annotation task 2014. CEUR Workshop Proceedings, 1180, 329-340.
Kafali, Ö., Günay, A., & Yolum, P. (2014). Detecting and predicting privacy violations in online social networks. Distributed and Parallel Databases, 32(1), 161-190. https://doi.org/10.1007/s10619-013-7124-8
Kökciyan, N., Türkay, R., Üsküdarli, S., Yolum, P., Bakir, B., & Acar, B. (2014). Semantic description of liver CT images: An ontological approach. IEEE Journal of Biomedical and Health Informatics, 18(4), 1363-1369. Article 6708417. https://doi.org/10.1109/JBHI.2014.2298880

2013

Wetenschappelijke publicaties

Aydemir, F. B., Gunay, A., Oztoprak, F., Birbil, Ş. İ., & Yolum, P. (2013). Multiagent cooperation for solving global optimization problems: an extendible framework with example cooperation strategies. Journal of Global Optimization, 57, 499-519. https://doi.org/10.1007/s10898-012-0012-3
Günay, A., Winikoff, M., & Yolum, P. (2013). Commitment protocol generation. In Declarative Agent Languages and Technologies X - 10th International Workshop, DALT 2012, Revised Selected Papers (pp. 136-152). (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 7784 LNAI). https://doi.org/10.1007/978-3-642-37890-4_8
Günay, A., Winikoff, M., & Yolum, P. (2013). Generating and ranking commitment protocols. 1323-1324. Paper presented at 12th International Conference on Autonomous Agents and Multiagent Systems 2013, AAMAS 2013, Saint Paul, MN, United States.
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