Publications

My publications are available at ResearchGate.

Journal Papers (SCI/SCI-E):

  1. Onat Gungor, Baris Aksanli, ReyhanAydoğan, “Algorithm Selection and Combining Multiple Learners for Residential Energy Prediction”,  Future Generation Computer Systems (FGCS), Vol: 99, pp. 391-400, 2019.
  2. Victor Sanchez-Anguix, Rithin Chalumuri, Reyhan Aydoğan, and Vicente Julian, “A near Pareto optimal approach to student-supervisor allocation with two sided preferences and workload balance“,  Applied Soft Computing, Vol:76, pp 1-15, 2019.
  3. Victor Sanchez-Anguix, Reyhan Aydoğan, Tim Baarlag, and Catholijn M. Jonker, “Bottom-up approaches to achieve Pareto optimal agreements in group decision making“, Knowledge and Information System (KAIS), pp. 1-28, 2019.
  4. Reyhan Aydoğan, Ivan Marsa-Maestre, Mark Klein, and Catholijn M. Jonker, “A Machine Learning Approach for Mechanism Selection in Complex Negotiations”, Special Issue on Agent-Based Modelling for Complex Systems, Journal of Systems Science and Systems Engineering, Volume 27, Issue 2, pp 134–155, 2018.
  5. Tim Baarslag, Reyhan Aydogan, Koen V. Hindriks,  Katsuhide Fuijita,  Takayuki Ito and  Catholijn M. Jonker, The Automated Negotiating Agents Competition, 2010-2015. AI Magazine, 36,(4), Winter Issue, 115-118, 2015.
  6. Reyhan Aydoğan, Tim Baarslag, Koen Hindriks, Catholijn M. Jonker, and Pınar Yolum, “Heuristics for using CP-nets in utility-based negotiation without knowing utilities”, Knowledge and Information System (KAIS),  published online, pp. 1-32, 2014.
  7. Victor Sanchez-Anguix, Reyhan Aydoğan, Vicente Julian, Ana Garcia-Fornes and Catholijn Jonker, “Unanimously Acceptable Agreements for Negotiation Teams in Unpredictable Domains”, Electronic Commerce Research and Applications, 13:4, p. 243-265, 2014
  8. Ivan Marsa-Maestrea, Mark Klein, Catholijn M. Jonker, and Reyhan Aydoğan, “From Problems to Protocols: Towards a Negotiation Handbook”, Decision Support Systems and Electronic Commerce, Vol. 60, p.p. 39-54, 2014.
  9. Reyhan Aydoğan,Victor Sanchez-Anguix, Vicente Julian, Joost Broekens and Catholijn M. Jonker, “Computational Approaches for Conflict Resolution in Decision Making: New Advances and Developments”, Cybernetics and Systems, 45:3, pp. 217-221, 2014 (guest editor).
  10. Reyhan Aydoğan and Pınar Yolum, “Learning Opponents Preferences for Effective Negotiation: An Approach Based on Concept Learning”. Journal of Autonomous Agents and Multi-Agent Systems, 24:1, pp. 104-140, 2012.

Conference Papers:

 

  1. Umut Çakan, Onur Keskin and Reyhan Aydoğan, “Konuşmaya Dayalı İnsan-Robot Müzakereleri”, Türkiye Robotbilim Konferansı – TORK 2019, Istanbul, 2019.
  2. Reyhan Aydoğan, Katsuhide Fujita, Tim Baarslag, Catholijn M. Jonker and Takayuki Ito, “ANAC 2018: Repeated Multilateral Negotiation League“,The 33rd Annual Conference of the Japanese Society for Artificial Intelligence, Nigata, Japan, 2019.
  3. Selami Çoban, Victor Sanchez-Anguix and Reyhan Aydoğan, “Predicting Shuttle Arrival Time in İstanbul“, Proceedings of Distributed Computing and Artificial Intelligence, 16th International Conference, pp 44-51, Avila, Spain, 2019. 
  4. Dave de Jonge, Tim Baarslag, Reyhan Aydogan, Catholijn Jonker, Katsuhide Fujita and Takayuki Ito, “The Challenge of Negotiation in the Game of Diplomacy“, The Sixth Conference on Agreement Technologies, Bergen – Norway, December 2018.
  5. Johnathan Mell, Jonathan Gratch, Tim Baarslag, Reyhan Aydoğan and Catholijn M. Jonker, “Results of the First Annual Human-Agent League of the Automated Negotiating Agents Competition“,Proceedings of the 18th International Conference on Intelligent Virtual Agents, Australia, November 2018.

  6. Reyhan Aydoğan, Pinar Ozturk, and Yousef Razeghi, “Negotiation for Incentive Driven Privacy-Preserving Information Sharing”, In the Proceedings of PRIMA 2017: Principles and Practice of Multi-Agent Systems, Lecture Notes in Computer Science, vol 10621. Springer, pp. 486-494, 2017.
  7. Taha Gunes, Emir Arditi, and Reyhan Aydoğan, “Collective Voice of Experts in Multilateral Negotiation“, In the Proceedings of PRIMA 2017: Principles and Practice of Multi-Agent Systems, Lecture Notes in Computer Science, vol 10621. Springer, pp. 450-458, 2017.
  8. Okan Tunali, Reyhan Aydoğan and Victor Sanchez, “Rethinking Frequency Opponent Modeling in Automated Negotiation“, In the Proceedings of PRIMA 2017: Principles and Practice of Multi-Agent Systems, Lecture Notes in Computer Science, vol 10621. Springer, pp. 263-279, 2017.
  9. Onur Barış Dev,  Reyhan Aydoğan and Erhan Öztop, “Yapay Yaşam Simülasyonunda Hayatta Kalmak“, 25. IEEE Sinyal Isleme ve Iletisim Uygulamalari Kurultayi, Antalya, 2017.
  10. Catholijn M. Jonker, Reyhan Aydoğan,Tim Baarslag,Joost Broekens, Christian A. Detweiler,Koen V. Hindriks,Alina Huldtgren and Wouter Pasman, “An Introduction to the Pocket Negotiator: A General Purpose Negotiation Support System“, In Proceedings of Multi-Agent Systems – 14th European Conference, EUMAS 2016, LNAI 10207, Springer International Publishing, pp 13-27, 2017.
  11. Catholijn M. Jonker, Reyhan Aydoğan,Tim Baarslag,Katsuhide Fujita,  Takayuki It,  and Koen Hindriks, Automated Negotiating Agents Competition (ANAC), In Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence (AAAI-2017), pp. 5070 -5072, AAAI Press, 2017.
  12. Tim Baarslag, Enrico Gerding, Reyhan Aydoğan, and M. C. Schraefel, “Optimal Negotiation Decision Functions in Time-Sensitive Domains“,  IEEE/WIC/ACM International Joint Conferences on Web Intelligence (WI) and Intelligent Agent Technologies (IAT), pp. 190-197, 2015.
  13. Reyhan Aydoğan, Alexei Sharpanskykh, and Julia Lo, “A Trust-based Situation Awareness Model”, In Proceedings of the 12th European Conference on Multi-Agent Systems (EUMAS – 2014), December, Prague, 2014.
  14. Maaike Harbers, Reyhan Aydoğan, Catholijn M. Jonker and Mark A. Neerincx, “Sharing information in teams: giving up privacy or compromising on team performance?” In Proceedings of the 13th International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2014),  pp. 413-420,  Paris, France, May 5-9, 2014.
  15. Michel Oey, Zülküf Genç, Amineh Ghorbani, Huib Aldewereld, Reyhan Aydogan, Niek Wijngaards, Reinier Timmer, Frances Brazier, Catholijn Jonker, “Modelling Multi-Stakeholder Systems: A Case Study”,  In  Proceedings of the 2014 IEEE/WIC/ACM International Conference on Intelligent Agent Technology (IAT’14), Volume: Special session on Agent-Based Simulation Supporting Decision Makin, pp. 404-411, Warsaw, Poland, 2014.
  16. Reyhan Aydoğan, Julia C. Lo, Sebastiaan A. Meijer and Catholijn M. Jonker, “Modeling Network Controller Decisions Based Upon Situation Awareness Through Agent-based Negotiation Systems“, In Proceedings of the 44th Annual, International Conference of the International Simulation and Gaming Association, Stockholme, 2013.
  17. Wietske Visser, Reyhan Aydoğan, Koen Hindriks, and Catholijn Jonker, “A Framework for Qualitative Multi-Criteria Preferences”, In Proceedings of the Forth International Conference on Agents and Artificial Intelligence (ICAART 2012), pp. 243–248, Portugal, 2012.
  18. Reyhan Aydoğan and Pınar Yolum, “Effective Negotiation with Partial Preference Information”, In Proceedings of the Ninth International Joint Conference on Autonomous Agents and Multiagent Systems (AAMAS), pp. 1605-1606, Toronto, Canada, 2010.
  19. Reyhan Aydoğan and Pınar Yolum, “Ontology-Based Learning for Negotiation”, In Proceedings of IEEE/WIC/ACM International Conference on Intelligent Agent Technology (IAT), pp. 177-184, Milan, Italy, 2009.
  20. Reyhan Aydoğan and Pınar Yolum, “Learning Disjunctive Preferences for Negotiating Effectively”, In Proceedings of the Eighth International Joint Conference on Autonomous Agents and Multiagent Systems (AAMAS), pp. 1201-1202, Budapest, Hungary, 2009.
  21. Reyhan Aydoğan and Hande Zırtıloğlu, “A Graph-Based Web Service Composition Technique Using Ontological Information”, In Proceedings of IEEE International Conference on Web Services (ICWS), pp. 1154-1155, 2007.
  22. Reyhan Aydoğan and Pınar Yolum, “Learning Consumer Preferences Using Semantic Similarity”, In Proceedings of  the Sixth International Joint Conference on Autonomous Agents and Multiagent Systems (AAMAS), pp. 1293-1300, Honolulu, Hawaii, May, 2007.

 Book Chapters (Peer reviewed):

  1. Reyhan Aydoğan, Onur Keskin and Umut Çakan, “Let’s negotiate with Jennifer! Towards a Speech-based Human-Robot Negotiation”,  In Ito, T., Zhang, M.  and Aydoğan (eds), Advances in Automated Negotiations, 2019 (to appear).
  2.  Reyhan Aydoğan, Katsuhide Fujita, Tim Baarslag, Catholijn M. Jonker and Takayuki Ito, “ANAC 2017: Repeated Multilateral Negotiation League”, In Ito, T., Zhang, M.  and Aydoğan (eds), Advances in Automated Negotiations, 2019 (to appear).
  3.  Catholijn M. Jonker and Reyhan Aydoğan, “Deniz: A Robust Bidding Strategy for Negotiation Support Systems”, In Ito, T., Zhang, M.  and Aydoğan (eds), Advances in Automated Negotiations, 2019 (to appear).
  4. Sanchez-Anguix V., Aydoğan R., Baarslag T., Jonker C.M.  Can We Reach Pareto Optimal Outcomes Using Bottom-Up Approaches?. In: Aydoğan R., Baarslag T., Gerding E., Jonker C., Julian V., Sanchez-Anguix V. (eds) Conflict Resolution in Decision Making. COREDEMA 2016. Lecture Notes in Computer Science, vol 10238. Springer, pp. 19-35., 2017.
  5. Fujita, K., Aydoğan, R., Baarslag, T., Hindriks, K., Ito, T., and Jonker, C. M.  The Sixth Automated Negotiating Agents Competition (ANAC 2015). In Fujita, K, Bai, Q, Ito, T, Zhang, M, Ren, F, Aydoğan, R, & Hadfi, R(Eds.), Modern Approaches to Agent-based Complex Automated Negotiation, 2017.
  6. Reyhan Aydoğan, David Festen,Koen Hindriks,  and C. M. Jonker, “Alternating Offers Protocol for Multilateral Negotiation”, In K. Fujita, Q. Bai, T. Ito, M. Zhang, F. Ren, R. Aydoğan & R. Hadfi (Editors). Modern Approaches to Agent-based Complex Automated Negotiation, Springer Japan, pp. 153-167, 2017.
  7.  Reyhan Aydoğan, Catholijn M. Jonker, Katsuhide Fujita, Tim Baarslag, Takayuki Ito, Rafik Hadfi, and Kohei Hayakawa. A Baseline for Nonlinear Bilateral Negotiations: The full results of the agents competing in ANAC 2014. In Faria N. Mofakham (editor).  Frontiers in Artificial Intelligence: Intelligent Computational Systems, Bentham Science Publishers, pp. 96-122, 2017.
  8.  Katsuhide Fujita, Reyhan Aydoğan, Tim Baarslag, Takayuki Ito, and Catholijn M. Jonker, “The Fifth Automated Negotiating Agents Competition (ANAC 2014)”, In Fukuta, N, Ito, T, Zhang, M, Fujita, K, & Robu, V (Editors.), Recent Advances in Agent-based Complex Automated Negotiation, pp. 211- 224, Springer, 2016.
  9. Reyhan Aydoğan, Koen  Hindriks, and Jonker, Catholijn Jonker, “Multilateral Mediated Negotiation Protocols with Feedback”, In I. Marsa-Maestre, M. A. Lopez-Carmona, I. Takayuki, M. Zhang, Q. Bai and K. Fujita (editors).  Novel Insights in Agent based Complex Automated Negotiation, Studies in Computational Intelligence, p. 43-59, Springer Japan, 2014.
  10. Victor Sanchez-Anguix, Reyhan Aydoğan,  Vincente Julian, and Catholijn Jonker, “Analysis of Intra-Team Strategies for Teams Negotiating Against Competitor, Matchers, and Conceders”, In I. Marsa-Maestre, M. A. Lopez-Carmona, I. Takayuki, M. Zhang, Q. Bai and K. Fujita (editors).  Novel Insights in Agent based Complex Automated Negotiation, Studies in Computational Intelligence, p. 3-22, Springer Japan, 2014.
  11. Sergio Esparcia, Victor Sanchez-Anguix, and Reyhan Aydogan, “A Negotiation Approach for Energy-aware Room Allocation Systems”, J. M. Corchado, J. Bajo, J. Kozlak, P. Pawlewski, J. M, Molina, R.A. Silveira, R. Unland, and S. Giroux (editors). Highlights on Practical Applications of Agents and Multi-Agent Systems Communications in Computer and Information Science Volume 365,  pp. 280-291, 2013.
  12. Reyhan Aydoğan, Tim Baarslag, Koen Hindriks, Catholijn M. Jonker, and Pınar Yolum,  “Heuristic-based Approaches for CP-nets in Negotiation”,  In I. Takayuki, Z. Minjie, R. Valentin and M. Tokuro (editors), Complex Automated Negotiations: Theories, Models, and Software Competitions, Vol. 435 of Studies in Computational Intelligence, pp. 113-123. Springer Berlin Heidelberg , 2013.
  13. Reyhan Aydoğan and Pınar Yolum, “The Effect of Preference Representation on Learning Preferences in Negotiation”, In T. Ito, M. Zhang, V. Robu, S. Fatima, and T. Matsuo (editors), New Trends in Agent-Based Complex Automated Negotiations. Volume 383 of Studies in Computational Intelligence, pp. 3-20. Springer Berlin Heidelberg, 2012.
  14. Reyhan Aydoğan, Nuri Taşdemir and Pınar Yolum, “Reasoning and Negotiating with Complex Preferences Using CP-nets”, Aalst, W., J. Mylopoulos, N. M. Sadeh, M. J. Shaw, C. Szyperski, W. Ketter, H. Poutr, N. Sadeh, O. Shehory, and W. Walsh (editors), Agent-Mediated Electronic Commerce and Trading Agent Design and Analysis, Vol. 44 of Lecture Notes in Business Information Processing, pp. 15–28, Springer Berlin Heidelberg, 2010.

 Other Peer-reviewed Papers:

  1. Soufiane Bouarfa, Reyhan Aydoğan and Alexei Sharpanskykh, “A Multi-Agent Negotiation Approach for Airline Operation Control“, In Proceedings of 8th Workshop on the Reliability of Intelligent Environments,  In Series of Ambient Intelligence and Smart Environments, pp. 377-388, 2019.
  2. Onat Güngör, Umut Çakan, Reyhan Aydoğan and Pınar Öztürk, “Effect of Awareness of Other Side’s Gain on Negotiation Outcome, Emotion,Argument and Bidding Behavior”, Twelfth International Workshop on Agent-based Complex Automated Negotiations (ACAN2019), Macao, 2019.
  3. Reyhan Aydoğan, Koen Hindriks, and Catholijn Jonker, “Multilateral Mediated Negotiation Protocols with Feedback”, Extended Abstract, In  Proceedings of the 25th Benelux Conference on Artificial Intelligence (BNAIC 2013), Delft, 2013.
  4. Wietske Visser, Reyhan Aydoğan, Koen Hindriks and Catholijn Jonker, “A Framework for Qualitative Multi-Criteria Preferences: Extended Abstract”, In Proceedings of the 24th Benelux Conference on Artificial Intelligence (BNAIC 2012), pp. 327-328, Maastricht, 2012.
  5. Reyhan Aydoğan, “Preferences and Learning in Multi-agent Negotiation”, AAAI-Doctoral Consortium, pp. 1972-1973, Atlanta, USA, 2010.
  6. Reyhan Aydoğan and Pınar Yolum, “Heuristics for CP-Nets: Negotiating Effectively with Partial Preferences”, In HUCOM Workshop in Group Decision and Negotiation (GDN), pp. 34-40, Delft, the Netherlands, 2010.
  7. Reyhan Aydoğan, “Content-Oriented Composite Service Negotiation with Complex Preferences”, AAMAS-08 Doctoral Mentoring, Estoril, Portugal, 2008.
  8. Reyhan Aydoğan, “Content-oriented Composite Service Negotiation in E-commerce”, AAMAS 2007 Doctoral Mentoring Program, pp. 8-9, Hawaii, USA, May 2007.
  9. Reyhan Aydoğan and Pınar Yolum, “Learning Consumer Preferences for Content-Oriented Negotiation”, AAMAS-06 Workshop-Business Agents and the Semantic Web, Japan, May 2006.

 Thesis:

  1.  Reyhan Aydoğan, “Content-Oriented Negotiation in E-commerce”, M.S. Thesis, Boğaziçi University, Turkey, 2006.
  2. Reyhan Aydoğan, “Negotiating with Qualitative Preferences: Methods for Generating Bids Effectively”, Ph.D. Thesis, Boğaziçi University, Turkey, 2011.

 Publications for General Audience:

 Catholijn Jonker and Reyhan Aydoğan, “Onderhandelingstechniek cruciaal bij cloudcomputing”, AutomatiseringGids (A Dutch Magazine), 2012.


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