GASTON: Graph-Aware Social Transformer for Online Networks.

Robin Cohen

Olha Wloch Liam Hebert Robin Cohen Lukasz Golab GASTON: Graph-Aware Social Transformer for Online Networks. 2026 February abs/2602.02524 CoRR https://doi.org/10.48550/arXiv.2602.02524 db/journals/corr/corr2602.html#abs-2602-02524 streams/journals/corr

Liam Hebert Lucas Kopp Robin Cohen Community Norms in the Spotlight: Enabling Task-Agnostic Unsupervised Pre-Training to Benefit Online Social Media. 2026 February abs/2602.02525 CoRR https://doi.org/10.48550/arXiv.2602.02525 db/journals/corr/corr2602.html#abs-2602-02525 streams/journals/corr

Yonas Atinafu Robin Cohen RewardHackingAgents: Benchmarking Evaluation Integrity for LLM ML-Engineering Agents. 2026 March abs/2603.11337 CoRR https://doi.org/10.48550/arXiv.2603.11337 db/journals/corr/corr2603.html#abs-2603-11337 streams/journals/corr

Yonas Atinafu Henry Lin Robin Cohen Improving LLM Performance Through Black-Box Online Tuning: A Case for Adding System Specs to Factsheets for Trusted AI. 2026 March abs/2603.11340 CoRR https://doi.org/10.48550/arXiv.2603.11340 db/journals/corr/corr2603.html#abs-2603-11340 streams/journals/corr

Saidul Islam Gaith Rjoub Hanae Elmekki Jamal Bentahar Witold Pedrycz Robin Cohen Machine learning innovations in CPR: a comprehensive survey on enhanced resuscitation techniques. 233 2025 August 58 Artif. Intell. Rev. 8 https://doi.org/10.1007/s10462-025-11214-w db/journals/air/air58.html#IslamREBPC25 streams/journals/air

Saidul Islam Jamal Bentahar Robin Cohen Gaith Rjoub A multi-modal unsupervised machine learning approach for biomedical signal processing during cardiopulmonary resuscitation. 122114 2025 712 Inf. Sci. https://doi.org/10.1016/j.ins.2025.122114 db/journals/isci/isci712.html#IslamBCR25 streams/journals/isci

Ebrahim Bagheri Faezeh Ensan Calvin Hillis Reihaneh Rabbany Robin Cohen Benjamin C. M. Fung Sébastien Gambs Responsible AI Day. 6253-6254 2025 KDD (2) https://doi.org/10.1145/3711896.3737675 conf/kdd/2025-2 db/conf/kdd/kdd2025-2.html#BagheriEHRCFG25

Owen Chambers Robin Cohen Maura R. Grossman Liam Hebert Elias Awad Mining User Study Data to Judge the Merit of a Model for Supporting User-Specific Explanations of AI Systems. 2024 August 40 Comput. Intell. 4 https://doi.org/10.1111/coin.70015 db/journals/ci/ci40.html#ChambersCGHA24 streams/journals/ci

Gaith Rjoub Omar Abdel Wahab 0001 Jamal Bentahar Robin Cohen Ahmed Saleh Bataineh Trust-Augmented Deep Reinforcement Learning for Federated Learning Client Selection. 1261-1278 2024 August 26 Inf. Syst. Frontiers 4 https://doi.org/10.1007/s10796-022-10307-z db/journals/isf/isf26.html#RjoubWBCB24 streams/journals/isf

Michael Cormier Robin Cohen Richard Mann Karyn Moffatt Daniel Vogel 0001 Mengfei Liu Shangshang Zheng Validation of an Improved Vision-Based Web Page Parsing Pipeline. 36:1-36:23 2024 August 18 ACM Trans. Web 3 https://doi.org/10.1145/3580519 https://www.wikidata.org/entity/Q130805706 db/journals/tweb/tweb18.html#CormierCMMVLZ24 streams/journals/tweb

Liam Hebert Gaurav Sahu Yuxuan Guo Nanda Kishore Sreenivas Lukasz Golab Robin Cohen Multi-Modal Discussion Transformer: Integrating Text, Images and Graph Transformers to Detect Hate Speech on Social Media. 22096-22104 2024 AAAI https://doi.org/10.1609/aaai.v38i20.30213 conf/aaai/2024 db/conf/aaai/aaai2024.html#HebertSGSGC24 Miles Pitassi Robin Cohen Advancing NHL Analytics through Explainable AI. 2024 Canadian AI https://caiac.pubpub.org/pub/cvod1hqy conf/ai/2024 db/conf/ai/ai2024.html#PitassiC24 Dahlia Shehata Robin Cohen Charles L. A. Clarke Rumour Evaluation with Very Large Language Models. 2024 Canadian AI https://caiac.pubpub.org/pub/o1kjv4a5 conf/ai/2024 db/conf/ai/ai2024.html#ShehataCC24

Dahlia Shehata Robin Cohen Charles L. A. Clarke Rumour Evaluation with Very Large Language Models. 2024 abs/2404.16859 CoRR https://doi.org/10.48550/arXiv.2404.16859 db/journals/corr/corr2404.html#abs-2404-16859

Saidul Islam Gaith Rjoub Hanae Elmekki Jamal Bentahar Witold Pedrycz Robin Cohen Machine Learning Innovations in CPR: A Comprehensive Survey on Enhanced Resuscitation Techniques. 2024 abs/2411.03131 CoRR https://doi.org/10.48550/arXiv.2411.03131 db/journals/corr/corr2411.html#abs-2411-03131 streams/journals/corr

Saidul Islam Jamal Bentahar Robin Cohen Gaith Rjoub A Multi-Modal Unsupervised Machine Learning Approach for Biomedical Signal Processing in CPR. 2024 abs/2411.11869 CoRR https://doi.org/10.48550/arXiv.2411.11869 db/journals/corr/corr2411.html#abs-2411-11869 streams/journals/corr

Amira Ghenai Philips Ayeni Jing Yu 0027 Robin Cohen Karyn Moffatt Guidelines for Designing Social Networking Sites for Older Adults: A Systematic Review with Thematic Synthesis. 19:1-19:23 2023 September 16 ACM Trans. Access. Comput. 3 https://doi.org/10.1145/3615662 db/journals/taccess/taccess16.html#GhenaiAYCM23

Gaith Rjoub Jamal Bentahar Omar Abdel Wahab 0001 Rabeb Mizouni Alyssa Song Robin Cohen Hadi Otrok Azzam Mourad A Survey on Explainable Artificial Intelligence for Cybersecurity. 5115-5140 2023 December 20 IEEE Trans. Netw. Serv. Manag. 4 https://doi.org/10.1109/TNSM.2023.3282740 db/journals/tnsm/tnsm20.html#RjoubBWMSCOM23

Liam Hebert Lukasz Golab Pascal Poupart Robin Cohen FedFormer: Contextual Federation with Attention in Reinforcement Learning. 810-818 2023 AAMAS https://dl.acm.org/doi/10.5555/3545946.3598716 conf/atal/2023 db/conf/atal/aamas2023.html#HebertGPC23 Nanda Kishore Sreenivas Robin Cohen Analyzing the Effectiveness of Stereotypes. 181-188 2023 ICAART (1) https://doi.org/10.5220/0011623300003393 conf/icaart/2023-1 db/conf/icaart/icaart2023-1.html#SreenivasC23

Liam Hebert Lukasz Golab Robin Cohen Predicting Hateful Discussions on Reddit using Graph Transformer Networks and Communal Context. 2023 abs/2301.04248 CoRR https://doi.org/10.48550/arXiv.2301.04248 db/journals/corr/corr2301.html#abs-2301-04248

Liam Hebert Hong Yi Chen Robin Cohen Lukasz Golab Qualitative Analysis of a Graph Transformer Approach to Addressing Hate Speech: Adapting to Dynamically Changing Content. 2023 abs/2301.10871 CoRR https://doi.org/10.48550/arXiv.2301.10871 db/journals/corr/corr2301.html#abs-2301-10871

Gaith Rjoub Jamal Bentahar Omar Abdel Wahab 0001 Rabeb Mizouni Alyssa Song Robin Cohen Hadi Otrok Azzam Mourad A Survey on Explainable Artificial Intelligence for Network Cybersecurity. 2023 abs/2303.12942 CoRR https://doi.org/10.48550/arXiv.2303.12942 db/journals/corr/corr2303.html#abs-2303-12942

Liam Hebert Gaurav Sahu Nanda Kishore Sreenivas Lukasz Golab Robin Cohen Multi-Modal Discussion Transformer: Integrating Text, Images and Graph Transformers to Detect Hate Speech on Social Media. 2023 abs/2307.09312 CoRR https://doi.org/10.48550/arXiv.2307.09312 db/journals/corr/corr2307.html#abs-2307-09312

Alexandre Parmentier Robin Cohen Xueguang Ma Gaurav Sahu Queenie Chen Personalized multi-faceted trust modeling to determine trust links in social media and its potential for misinformation management. 399-425 2022 13 Int. J. Data Sci. Anal. 4 https://doi.org/10.1007/s41060-021-00294-w db/journals/ijdsa/ijdsa13.html#ParmentierCMSC22

Omar Abdel Wahab 0001 Gaith Rjoub Jamal Bentahar Robin Cohen Federated against the cold: A trust-based federated learning approach to counter the cold start problem in recommendation systems. 189-206 2022 601 Inf. Sci. https://doi.org/10.1016/j.ins.2022.04.027 db/journals/isci/isci601.html#WahabRBC22

Owen Chambers Robin Cohen Maura R. Grossman Queenie Chen Creating a User Model to Support User-specific Explanations of AI Systems. 163-166 2022 UMAP (Adjunct Publication) https://doi.org/10.1145/3511047.3537678 conf/um/2022a db/conf/um/umap2022a.html#ChambersCGC22 Liam Hebert Lukasz Golab Robin Cohen Predicting Hateful Discussions on Reddit using Graph Transformer Networks and Communal Context. 9-17 2022 WI/IAT https://doi.org/10.1109/WI-IAT55865.2022.00012 conf/webi/2022 db/conf/webi/webi2022.html#HebertGC22

Liam Hebert Lukasz Golab Pascal Poupart Robin Cohen FedFormer: Contextual Federation with Attention in Reinforcement Learning. 2022 abs/2205.13697 CoRR https://doi.org/10.48550/arXiv.2205.13697 db/journals/corr/corr2205.html#abs-2205-13697

Amira Ghenai Xueguang Ma Robin Cohen Karyn Moffatt Andy Yang Yipeng Ji e-Health for Older Adults: Navigating Misinformation. 195-202 2021 ICT4AWE https://doi.org/10.5220/0010463001950202 conf/ict4ageingwell/2021 db/conf/ict4ageingwell/ict4ageingwell2021.html#GhenaiMCMYJ21

Gaurav Sahu Robin Cohen Olga Vechtomova Towards A Multi-agent System for Online Hate Speech Detection. 2021 abs/2105.01129 CoRR https://arxiv.org/abs/2105.01129 db/journals/corr/corr2105.html#abs-2105-01129

Alexandre Parmentier Robin Cohen Xueguang Ma Gaurav Sahu Queenie Chen Personalized multi-faceted trust modeling to determine trust links in social media and its potential for misinformation management. 2021 abs/2111.06440 CoRR https://arxiv.org/abs/2111.06440 db/journals/corr/corr2111.html#abs-2111-06440

Robin Cohen Karyn Moffatt Amira Ghenai Andy Yang Margaret Corwin Gary Lin Raymond Zhao Yipeng Ji Alexandre Parmentier Jason P'ng Wil Tan Lachlan Gray Addressing Misinformation in Online Social Networks: Diverse Platforms and the Potential of Multiagent Trust Modeling. 539 2020 11 Inf. 11 https://doi.org/10.3390/info11110539 db/journals/information/information11.html#CohenMGYCLZJPPT20

Omar Abdel Wahab 0001 Robin Cohen Jamal Bentahar Hadi Otrok Azzam Mourad Gaith Rjoub An endorsement-based trust bootstrapping approach for newcomer cloud services. 159-175 2020 527 Inf. Sci. https://doi.org/10.1016/j.ins.2020.03.102 db/journals/isci/isci527.html#WahabCBOMR20

Alexandre Parmentier Robin Cohen Personalized Prediction of Trust Links in Social Networks (Student Abstract). 13891-13892 2020 AAAI https://doi.org/10.1609/aaai.v34i10.7218 conf/aaai/2020 db/conf/aaai/aaai2020.html#ParmentierC20 Rishav Raj Agarwal Robin Cohen Lukasz Golab Alan Tsang Locating Influential Agents in Social Networks: Budget-Constrained Seed Set Selection. 15-28 2020 Canadian AI https://doi.org/10.1007/978-3-030-47358-7_2 conf/ai/2020 db/conf/ai/ai2020.html#AgarwalCGT20 Robin Cohen Rishav Raj Agarwal Dhruv Kumar 0005 Alexandre Parmentier Tsz Him Leung Sensitivity to Risk Profiles of Users When Developing AI Systems. 138-150 2020 Canadian AI https://doi.org/10.1007/978-3-030-47358-7_13 conf/ai/2020 db/conf/ai/ai2020.html#CohenA0PL20 Alexandre Parmentier Robin Cohen Personalized Multi-Faceted Trust Modeling in Social Networks. 445-450 2020 Canadian AI https://doi.org/10.1007/978-3-030-47358-7_46 conf/ai/2020 db/conf/ai/ai2020.html#ParmentierC20 Shikhar Sakhuja Robin Cohen RideSafe: Detecting Sexual Harassment in Rideshares. 464-469 2020 Canadian AI https://doi.org/10.1007/978-3-030-47358-7_48 conf/ai/2020 db/conf/ai/ai2020.html#SakhujaC20 John A. Doucette Alan Tsang Hadi Hosseini Kate Larson Robin Cohen Inferring True Voting Outcomes in Homophilic Social Networks. 2137-2139 2020 AAMAS https://dl.acm.org/doi/10.5555/3398761.3399102 https://www.ifaamas.org/Proceedings/aamas2020/pdfs/p2137.pdf conf/atal/2020 db/conf/atal/aamas2020.html#DoucetteTHLC20 Braden Hurl Robin Cohen Krzysztof Czarnecki 0001 Steven L. Waslander TruPercept: Trust Modelling for Autonomous Vehicle Cooperative Perception from Synthetic Data. 341-347 2020 IV https://doi.org/10.1109/IV47402.2020.9304695 conf/ivs/2020 db/conf/ivs/ivs2020.html#HurlCCW20 Henry Chen Robin Cohen Kerstin Dautenhahn Edith Law Krzysztof Czarnecki 0001 Autonomous Vehicle Visual Signals for Pedestrians: Experiments and Design Recommendations. 1819-1826 2020 IV https://doi.org/10.1109/IV47402.2020.9304628 conf/ivs/2020 db/conf/ivs/ivs2020.html#ChenCDLC20 Michael Cormier Robin Cohen Karyn Moffatt Anthony Chan Improving viewing of webpages for users with assistive needs: insights into offline testing. 153-160 2020 WI/IAT https://doi.org/10.1109/WIIAT50758.2020.00025 conf/webi/2020 db/conf/webi/webi2020.html#CormierCMC20

Omar Abdel Wahab 0001 Jamal Bentahar Robin Cohen Hadi Otrok Azzam Mourad A two-level solution to fight against dishonest opinions in recommendation-based trust systems. 2020 abs/2006.04803 CoRR https://arxiv.org/abs/2006.04803 db/journals/corr/corr2006.html#abs-2006-04803

Henry Chen Robin Cohen Kerstin Dautenhahn Edith Law Krzysztof Czarnecki 0001 Autonomous Vehicle Visual Signals for Pedestrians: Experiments and Design Recommendations. 2020 abs/2010.05115 CoRR https://arxiv.org/abs/2010.05115 db/journals/corr/corr2010.html#abs-2010-05115

John A. Doucette Alan Tsang Hadi Hosseini Kate Larson Robin Cohen Inferring true voting outcomes in homophilic social networks. 298-329 2019 33 Auton. Agents Multi Agent Syst. 3 https://doi.org/10.1007/s10458-019-09405-1 https://www.wikidata.org/entity/Q128310588 db/journals/aamas/aamas33.html#DoucetteTHLC19

Mohammed Alliheedi Robert E. Mercer Robin Cohen Annotation of Rhetorical Moves in Biochemistry Articles. 113-123 2019 ArgMining@ACL https://doi.org/10.18653/v1/w19-4514 https://aclanthology.org/W19-4514/ conf/argmining/2019 db/conf/argmining/argmining2019.html#AlliheediMC19 Robin Cohen Mike Schaekermann Sihao Liu Michael Cormier Trusted AI and the Contribution of Trust Modeling in Multiagent Systems. 1644-1648 2019 AAMAS http://dl.acm.org/citation.cfm?id=3331890 conf/atal/2019 db/conf/atal/aamas2019.html#CohenSLC19 Dhruv Kumar 0005 Robin Cohen Lukasz Golab Online abuse detection: the value of preprocessing and neural attention models. 16-24 2019 WASSA@NAACL-HLT https://doi.org/10.18653/v1/w19-1303 https://aclanthology.org/W19-1303/ conf/wassa/2019 db/conf/wassa/wassa2019.html#KumarCG19 Alexandre Parmentier Robin Cohen Learning User Reputation on Reddit. 242-247 2019 WI https://doi.org/10.1145/3350546.3352524 https://ieeexplore.ieee.org/document/117545855 conf/webi/2019 db/conf/webi/webi2019.html#ParmentierC19

Braden Hurl Robin Cohen Krzysztof Czarnecki 0001 Steven L. Waslander TruPercept: Trust Modelling for Autonomous Vehicle Cooperative Perception from Synthetic Data. 2019 abs/1909.07867 CoRR http://arxiv.org/abs/1909.07867 db/journals/corr/corr1909.html#abs-1909-07867

Hadi Hosseini Kate Larson Robin Cohen Investigating the characteristics of one-sided matching mechanisms under various preferences and risk attitudes. 534-567 2018 32 Auton. Agents Multi Agent Syst. 4 https://doi.org/10.1007/s10458-018-9387-y db/journals/aamas/aamas32.html#HosseiniLC18

Graham Pinhey John A. Doucette Robin Cohen Using reservations for multiagent resource allocation with costly preemption. 219-242 2018 14 Multiagent Grid Syst. 3 https://doi.org/10.3233/MGS-180289 https://www.wikidata.org/entity/Q129153606 db/journals/mags/mags14.html#PinheyDC18

Robin Cohen Nivedha Mathiarasu R. Aarif S. Ansari D. Fraser M. Hegde J. Henderson I. Kajic A. Khan Zhenyu Liao Aitziber Mancisidor S. Nagpal A. Pham A. Saini J. Shen H. Singh Cátia Tavares S. Thandra An education-based approach to aid in the prevention of cyberbullying. 17-28 2018 47 SIGCAS Comput. Soc. 4 https://doi.org/10.1145/3243141.3243146 https://www.wikidata.org/entity/Q129440098 db/journals/sigcas/sigcas47.html#CohenMAAFHHKKLM18

Noel Sardana Robin Cohen Jie Zhang 0002 Shuo Chen 0006 A Bayesian Multiagent Trust Model for Social Networks. 995-1008 2018 5 IEEE Trans. Comput. Soc. Syst. 4 https://doi.org/10.1109/TCSS.2018.2879510 https://www.wikidata.org/entity/Q128919254 db/journals/tcss/tcss5.html#SardanaCZC18

Nolan P. Shaw Andreas Stöckel Ryan W. Orr Thomas Finn Lidbetter Robin Cohen Towards Provably Moral AI Agents in Bottom-Up Learning Frameworks. 2018 AAAI Spring Symposia https://aaai.org/ocs/index.php/SSS/SSS18/paper/view/17529 conf/aaaiss/2018 db/conf/aaaiss/aaaiss2018.html#ShawSOLC18 Yetian Wang Daniel Friyia Kanzhe Liu Robin Cohen An Architecture for a Military AI System with Ethical Rules. 2018 AAAI Spring Symposia https://aaai.org/ocs/index.php/SSS/SSS18/paper/view/17497 conf/aaaiss/2018 db/conf/aaaiss/aaaiss2018.html#WangFLC18 Wasif Khan Robin Cohen A Multiagent Framework for Understanding Addiction. 169-180 2018 Canadian AI https://doi.org/10.1007/978-3-319-89656-4_14 conf/ai/2018 db/conf/ai/ai2018.html#KhanC18 Nolan P. Shaw Andreas Stöckel Ryan W. Orr Thomas Finn Lidbetter Robin Cohen Towards Provably Moral AI Agents in Bottom-up Learning Frameworks. 271-277 2018 AIES https://doi.org/10.1145/3278721.3278728 conf/aies/2018 db/conf/aies/aies2018.html#ShawSOLC18 Robin Cohen Peng-Fei Wang Zehong Hu Revisiting Public Reputation Calculation in a Personalized Trust Model. 13-24 2018 TRUST@AAMAS https://ceur-ws.org/Vol-2154/paper2.pdf conf/atal/2018trust db/conf/atal/trust2018.html#CohenWH18 Robin Cohen Murat Sensoy Timothy J. Norman Proceedings of the 20th International Trust Workshop co-located with AAMAS/IJCAI/ECAI/ICML 2018, Stockholm, Sweden, July 14, 2018. TRUST@AAMAS CEUR-WS.org CEUR Workshop Proceedings 2154 2018 https://ceur-ws.org/Vol-2154 https://nbn-resolving.org/urn:nbn:de:0074-2154-7 db/conf/atal/trust2018.html John A. Doucette Robin Cohen A Restricted Markov Tree Model for Inference and Generation in Social Choice with Incomplete Preferences. 893-901 2017 AAMAS http://dl.acm.org/citation.cfm?id=3091251 conf/atal/2017 db/conf/atal/aamas2017.html#DoucetteC17 Michael Cormier Richard Mann Karyn Moffatt Robin Cohen Towards an Improved Vision-Based Web Page Segmentation Algorithm. 345-352 2017 CRV https://doi.org/10.1109/CRV.2017.38 https://doi.ieeecomputersociety.org/10.1109/CRV.2017.38 conf/crv/2017 db/conf/crv/crv2017.html#CormierMMC17 Daniel Ohashi Robin Cohen Xiaotian Fu The Current State of Online Social Networking for the Health Community: Where Trust Modeling Research May Be of Value. 23-32 2017 DH https://doi.org/10.1145/3079452.3079462 conf/ehealth/2017 db/conf/ehealth/dh2017.html#OhashiCF17

Hadi Hosseini Kate Larson Robin Cohen Investigating the Characteristics of One-Sided Matching Mechanisms Under Various Preferences and Risk Attitudes. 2017 abs/1703.00320 CoRR http://arxiv.org/abs/1703.00320 db/journals/corr/corr1703.html#HosseiniLC17

Michael Cormier Karyn Moffatt Robin Cohen Richard Mann Purely vision-based segmentation of web pages for assistive technology. 46-66 2016 148 Comput. Vis. Image Underst. https://doi.org/10.1016/j.cviu.2016.02.007 db/journals/cviu/cviu148.html#CormierMCM16

Robin Cohen John Finnson Thomas T. Tran Jie Zhang 0002 An ontological representation for trust-based decision making in transportation environments. 319-342 2016 12 Multiagent Grid Syst. 4 https://doi.org/10.3233/MGS-160257 db/journals/mags/mags12.html#CohenFTZ16

John A. Doucette Graham Pinhey Robin Cohen Multiagent Resource Allocation for Dynamic Task Arrivals with Preemption. 3:1-3:27 2016 8 ACM Trans. Intell. Syst. Technol. 1 https://doi.org/10.1145/2875441 db/journals/tist/tist8.html#DoucettePC16

Hadi Hosseini Kate Larson Robin Cohen Investigating the Characteristics of One-Sided Matching Mechanisms: (Extended Abstract). 1443-1444 2016 AAMAS http://dl.acm.org/citation.cfm?id=2937201 conf/atal/2016 db/conf/atal/aamas2016.html#HosseiniLC16 Michael Cormier Richard Mann Robin Cohen Karyn Moffatt Classification via Hidden Markov Trees for a Vision-Based Approach to Conveying Webpages to Users with Assistive Needs. 695-700 2016 WI https://doi.org/10.1109/WI.2016.0124 https://doi.ieeecomputersociety.org/10.1109/WI.2016.0124 conf/webi/2016 db/conf/webi/webi2016.html#CormierMCM16 Jie Zhang 0002 Robin Cohen Murat Sensoy Proceedings of the 18th International Workshop on Trust in Agent Societies co-located with the 15th International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2016), Singapore, Singapore, May 10, 2016. TRUST@AAMAS CEUR-WS.org CEUR Workshop Proceedings 1578 2016 https://ceur-ws.org/Vol-1578 db/conf/atal/trust2016.html Robin Cohen Rino Falcone Timothy J. Norman Proceedings of the 17th International Workshop on Trust in Agent Societies co-located with the 13th International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2014), Paris, France, May 6, 2014. TRUST@AAMAS CEUR-WS.org CEUR Workshop Proceedings 1740 2016 https://ceur-ws.org/Vol-1740 https://nbn-resolving.org/urn:nbn:de:0074-1740-6 db/conf/atal/trust2014.html

John Champaign Robin Cohen Disney Yan Lam Empowering Patients and Caregivers to Manage Healthcare Via Streamlined Presentation of Web Objects Selected by Modeling Learning Benefits Obtained by Similar Peers. 54:1-54:41 2015 6 ACM Trans. Intell. Syst. Technol. 4 https://doi.org/10.1145/2700480 db/journals/tist/tist6.html#ChampaignCL15

Aaditeshwar Seth Jie Zhang 0002 Robin Cohen A personalized credibility model for recommending messages in social participatory media environments. 111-137 2015 18 World Wide Web 1 https://doi.org/10.1007/s11280-013-0244-2 db/journals/www/www18.html#Seth0C15

John A. Doucette Kate Larson Robin Cohen Conventional Machine Learning for Social Choice. 858-864 2015 AAAI https://doi.org/10.1609/aaai.v29i1.9294 conf/aaai/2015 db/conf/aaai/aaai2015.html#DoucetteLC15 Hadi Hosseini Kate Larson Robin Cohen Matching with Dynamic Ordinal Preferences. 936-943 2015 AAAI https://doi.org/10.1609/aaai.v29i1.9329 conf/aaai/2015 db/conf/aaai/aaai2015.html#HosseiniLC15 Hadi Hosseini Kate Larson Robin Cohen On Manipulablity of Random Serial Dictatorship in Sequential Matching with Dynamic Preferences. 4168-4169 2015 AAAI https://doi.org/10.1609/aaai.v29i1.9744 conf/aaai/2015 db/conf/aaai/aaai2015.html#HosseiniLC15a John A. Doucette Robin Cohen Content of Annual Reports as a Predictor for Long Term Stock Price Movements. 416-421 2015 FLAIRS http://www.aaai.org/ocs/index.php/FLAIRS/FLAIRS15/paper/view/10430 conf/flairs/2015 db/conf/flairs/flairs2015.html#DoucetteC15

Hadi Hosseini Kate Larson Robin Cohen Random Serial Dictatorship versus Probabilistic Serial Rule: A Tale of Two Random Mechanisms. 2015 abs/1503.01488 CoRR http://arxiv.org/abs/1503.01488 db/journals/corr/corr1503.html#HosseiniLC15

Robin Cohen Disney Yan Lam Nikhil Agarwal Michael Cormier Jasmeet Jagdev Tianqi Jin Madhur Kukreti Jiawei Liu Kamal Rahim Rahul Rawat W. Sun Donglin Wang M. Wexler Using computer technology to address the problem of cyberbullying. 52-61 2014 44 SIGCAS Comput. Soc. 2 https://doi.org/10.1145/2656870.2656876 db/journals/sigcas/sigcas44.html#CohenLACJJKLRRS14

John Champaign Robin Cohen Noel Sardana John A. Doucette A framework to restrict viewing of peer commentary on Web objects based on trust modeling. 2014 4 Soc. Netw. Anal. Min. 1 https://doi.org/10.1007/s13278-014-0203-7 db/journals/snam/snam4.html#ChampaignCSD14 203

Thomas T. Tran Robin Cohen Eric D. Langlois 0002 Establishing Trust in Multiagent Environments: Realizing the Comprehensive Trust Management Dream. 35-43 2014 TRUST@AAMAS https://ceur-ws.org/Vol-1740/paper4.pdf conf/atal/2014trust db/conf/atal/trust2014.html#TranCL14 Noel Sardana Robin Cohen Modeling agent trustworthiness with credibility for message recommendation in social networks. 1423-1424 2014 AAMAS http://dl.acm.org/citation.cfm?id=2617504 conf/atal/2014 db/conf/atal/aamas2014.html#SardanaC14 Graham Pinhey John A. Doucette Robin Cohen Distributed multiagent resource allocation with adaptive preemption for dynamic tasks. 1441-1442 2014 AAMAS http://dl.acm.org/citation.cfm?id=2617513 conf/atal/2014 db/conf/atal/aamas2014.html#PinheyDC14 Michael Cormier Robin Cohen Richard Mann Kamal Rahim Donglin Wang A Robust Vision-Based Framework for Screen Readers. 555-569 2014 ECCV Workshops (3) https://doi.org/10.1007/978-3-319-16199-0_39 conf/eccv/2014w3 db/conf/eccv/eccv2014w3.html#CormierCMRW14 Noel Sardana Robin Cohen Validating trust models against realworld data sets. 355-362 2014 PST https://doi.org/10.1109/PST.2014.6890960 https://doi.ieeecomputersociety.org/10.1109/PST.2014.6890960 conf/pst/2014 db/conf/pst/pst2014.html#SardanaC14 Noel Sardana Robin Cohen Demonstrating the value of credibility modeling for trust-based approaches to online message recommendation. 363-370 2014 PST https://doi.org/10.1109/PST.2014.6890961 https://doi.ieeecomputersociety.org/10.1109/PST.2014.6890961 conf/pst/2014 db/conf/pst/pst2014.html#SardanaC14a

Hadi Hosseini Jesse Hoey Robin Cohen A Coordinated MDP Approach to Multi-Agent Planning for Resource Allocation, with Applications to Healthcare. 2014 abs/1407.1584 CoRR http://arxiv.org/abs/1407.1584 db/journals/corr/corr1407.html#HosseiniHC14

Joshua Gorner Jie Zhang 0002 Robin Cohen Improving trust modeling through the limit of advisor network size and use of referrals. 112-123 2013 12 Electron. Commer. Res. Appl. 2 https://doi.org/10.1016/j.elerap.2012.08.001 db/journals/ecra/ecra12.html#GornerZC13

John Champaign Robin Cohen Ecological content sequencing: from simulated students to an effective user study. 337-361 2013 8 Int. J. Learn. Technol. 4 https://doi.org/10.1504/IJLT.2013.059130 db/journals/ijlt/ijlt8.html#ChampaignC13

Jie Zhang 0002 Chen Chen Robin Cohen Trust modeling for message relay control and local action decision making in VANETs. 1-14 2013 6 Secur. Commun. Networks 1 https://doi.org/10.1002/sec.519 db/journals/scn/scn6.html#ZhangCC13

Jie Zhang 0002 Robin Cohen A framework for trust modeling in multiagent electronic marketplaces with buying advisors to consider varying seller behavior and the limiting of seller bids. 24:1-24:22 2013 4 ACM Trans. Intell. Syst. Technol. 2 https://doi.org/10.1145/2438653.2438659 db/journals/tist/tist4.html#ZhangC13

Atif Khan 0001 John A. Doucette Robin Cohen Validation of an ontological medical decision support system for patient treatment using a repository of patient data: Insights into the value of machine learning. 68:1-68:31 2013 4 ACM Trans. Intell. Syst. Technol. 4 https://doi.org/10.1145/2508037.2508049 db/journals/tist/tist4.html#KhanDC13

Hongbing Wang Jie Zhang 0002 Cheng Wan 0002 Shizhi Shao Robin Cohen Qualitative preference-based service selection for multiple agents. 263-282 2013 11 Web Intell. Agent Syst. 3 https://doi.org/10.3233/WIA-130274 db/journals/wias/wias11.html#WangZWSC13

Dean Shaft Robin Cohen A Multiagent Approach to Ambulance Allocation Based on Social Welfare and Local Search. 384-389 2013 ICMLA (2) https://doi.org/10.1109/ICMLA.2013.153 conf/icmla/2013-2 db/conf/icmla/icmla2013-2.html#ShaftC13 Robin Cohen Noel Sardana Kamal Rahim Disney Yan Lam M. Li O. Maccarthy E. Woo Jie Zhang 0002 Guibing Guo Recommending Messages to Users in Social Networks: A Cross-Site Study. 445-450 2013 ICMLA (2) https://doi.org/10.1109/ICMLA.2013.160 conf/icmla/2013-2 db/conf/icmla/icmla2013-2.html#CohenSRLLMWZG13

Jie Zhang 0002 Robin Cohen Kate Larson Combining Trust Modeling and Mechanism Design for promoting Honesty in E-Marketplaces. 549-578 2012 28 Comput. Intell. 4 https://doi.org/10.1111/j.1467-8640.2012.00428.x db/journals/ci/ci28.html#ZhangCL12

Hadi Hosseini Jesse Hoey Robin Cohen A Market-Based Coordination Mechanism for Resource Planning Under Uncertainty. 2012 AAAI https://doi.org/10.1609/aaai.v26i1.8428 conf/aaai/2012 db/conf/aaai/aaai2012.html#HosseiniHC12 2427-2428 Reid Kerr Robin Cohen Detecting and identifying coalitions. 1363-1364 2012 AAMAS http://dl.acm.org/citation.cfm?id=2344007 conf/atal/2012 db/conf/atal/aamas2012.html#KerrC12 Atif Khan 0001 John A. Doucette Robin Cohen Daniel J. Lizotte Integrating Machine Learning Into a Medical Decision Support System to Address the Problem of Missing Patient Data. 454-457 2012 ICMLA (1) https://doi.org/10.1109/ICMLA.2012.82 conf/icmla/2012-1 db/conf/icmla/icmla2012-1.html#KhanDCL12 John A. Doucette Atif Khan 0001 Robin Cohen A comparative evaluation of an ontological medical decision support system (OMeD) for critical environments. 703-708 2012 IHI https://doi.org/10.1145/2110363.2110444 conf/ihi/2012 db/conf/ihi/ihi2012.html#DoucetteKC12 John Champaign Robin Cohen Learning from a network of peers via peer-driven adjustment of a corpus. 2012 UMAP Workshops https://ceur-ws.org/Vol-872/sasweb2012_paper_2.pdf conf/um/2012w db/conf/um/umap2012w.html#ChampaignC12 John Champaign Robin Cohen Selective presentation of peer commentary on Web objects through a modeling of user similarity and reputability: reducing information overload in social networks. 2012 UMAP Workshops https://ceur-ws.org/Vol-872/srs2012_paper_2.pdf conf/um/2012w db/conf/um/umap2012w.html#ChampaignC12a John Champaign Robin Cohen Modeling trustworthiness of peer advice in a framework for presenting Web objects that supports peer commenta. 2012 UMAP Workshops https://ceur-ws.org/Vol-872/trum2012_paper_2.pdf conf/um/2012w db/conf/um/umap2012w.html#ChampaignC12b John Champaign Robin Cohen Personalized presentation of multimedia objects for home healthcare environments: a peer-based intelligent tutoring approach. 2012 UMAP Workshops https://ceur-ws.org/Vol-872/tvm2p2012_paper_4.pdf conf/um/2012w db/conf/um/umap2012w.html#ChampaignC12c John Finnson Robin Cohen Jie Zhang 0002 Thomas T. Tran Umar Farooq Minhas Reasoning about user trustworthiness with non-binary advice from peers. 2012 UMAP Workshops https://ceur-ws.org/Vol-872/trum2012_paper_3.pdf conf/um/2012w db/conf/um/umap2012w.html#FinnsonCZTM12 John Finnson Jie Zhang 0002 Thomas T. Tran Umar Farooq Minhas Robin Cohen A Framework for Modeling Trustworthiness of Users in Mobile Vehicular Ad-Hoc Networks and Its Validation through Simulated Traffic Flow. 76-87 2012 UMAP https://doi.org/10.1007/978-3-642-31454-4_7 conf/um/2012 db/conf/um/umap2012.html#FinnsonZTMC12

Umar Farooq Minhas Jie Zhang 0002 Thomas T. Tran Robin Cohen A Multifaceted Approach to Modeling Agent Trust for Effective Communication in the Application of Mobile Ad Hoc Vehicular Networks. 407-420 2011 41 IEEE Trans. Syst. Man Cybern. Part C 3 https://doi.org/10.1109/TSMCC.2010.2084571 db/journals/tsmc/tsmcc41.html#MinhasZTC11

Robin Cohen Hyunggu Jung Michael W. Fleming Michael Y. K. Cheng A user modeling approach for reasoning about interaction sensitive to bother and its application to hospital decision scenarios. 441-484 2011 21 User Model. User Adapt. Interact. 4-5 https://doi.org/10.1007/s11257-010-9091-3 db/journals/umuai/umuai21.html#CohenJFC11

Reid Kerr Robin Cohen Detecting and Identifying Coalitions. 2011 Plan, Activity, and Intent Recognition http://www.aaai.org/ocs/index.php/WS/AAAIW11/paper/view/3970 conf/aaai/2011plan db/conf/aaai/plan2011.html#KerrC11 Atif Khan 0001 John A. Doucette Robin Cohen An Ontological Approach for Querying Distributed Heterogeneous Information Systems 76-88. 76-88 2011 CSWS https://ceur-ws.org/Vol-774/atif.pdf conf/csws/2011 db/conf/csws/csws2011.html#KhanDC11 John Champaign Robin Cohen Exploring the Effects of Errors in Assessment and Time Requirements of Learning Objects in a Peer-Based Intelligent Tutoring System. 2011 FLAIRS http://aaai.org/ocs/index.php/FLAIRS/FLAIRS11/paper/view/2527 conf/flairs/2011 db/conf/flairs/flairs2011.html#ChampaignC11 John Champaign Robin Cohen Jie Zhang 0002 The Validation of an Annotations Approach to Peer Tutoring Through Simulation Incorporating the Modeling of Reputation. 2011 ICCE https://doi.org/10.58459/icce.2011.1362 conf/icce/2011 db/conf/icce/icce2011.html#ChampaignC011 Joshua Gorner Jie Zhang 0002 Robin Cohen Improving the use of advisor networks for multi-agent trust modelling. 71-78 2011 PST https://doi.org/10.1109/PST.2011.5971966 conf/pst/2011 db/conf/pst/pst2011.html#GornerZC11 John Champaign Jie Zhang 0002 Robin Cohen Coping with Poor Advice from Peers in Peer-Based Intelligent Tutoring: The Case of Avoiding Bad Annotations of Learning Objects. 38-49 2011 UMAP https://doi.org/10.1007/978-3-642-22362-4_4 conf/um/2011 db/conf/um/umap2011.html#ChampaignZC11

Reid Kerr Robin Cohen Trust as a Tradable Commodity: a Foundation for Safe Electronic Marketplaces. 160-182 2010 26 Comput. Intell. 2 https://doi.org/10.1111/j.1467-8640.2010.00354.x db/journals/ci/ci26.html#KerrC10

Reid Kerr Robin Cohen TREET: the Trust and Reputation Experimentation and Evaluation Testbed. 271-290 2010 10 Electron. Commer. Res. 3-4 https://doi.org/10.1007/s10660-010-9056-y db/journals/ecr/ecr10.html#KerrC10

Jie Zhang 0002 Chen Chen Robin Cohen A Scalable and Effective Trust-Based Framework for Vehicular Ad-Hoc Networks. 3-15 2010 1 J. Wirel. Mob. Networks Ubiquitous Comput. Dependable Appl. 4 https://doi.org/10.22667/JOWUA.2010.12.31.003 db/journals/jowua/jowua1.html#0002CC10

Hyunggu Jung Robin Cohen A Model for Reasoning about Interaction with Users in Dynamic, Time Critical Environments for the Application of Hospital Decision Making. 319-323 2010 Canadian AI https://doi.org/10.1007/978-3-642-13059-5_37 conf/ai/2010 db/conf/ai/ai2010.html#JungC10 John Champaign Robin Cohen An Annotations Approach to Peer Tutoring. 231-240 2010 EDM http://educationaldatamining.org/EDM2010/uploads/proc/edm2010_submission_37.pdf conf/edm/2010 db/conf/edm/edm2010.html#ChampaignC10 John Champaign Robin Cohen A Distillation Approach to Refining Learning Objects. 283-284 2010 EDM http://educationaldatamining.org/EDM2010/uploads/proc/edm2010_submission_38.pdf conf/edm/2010 db/conf/edm/edm2010.html#ChampaignC10a John Champaign Robin Cohen A Model for Content Sequencing in Intelligent Tutoring Systems Based on the Ecological Approach and Its Validation Through Simulated Students. 2010 FLAIRS http://www.aaai.org/ocs/index.php/FLAIRS/2010/paper/view/1241 conf/flairs/2010 db/conf/flairs/flairs2010.html#ChampaignC10 Umar Farooq Minhas Jie Zhang 0002 Thomas T. Tran Robin Cohen Intelligent Agents in Mobile Vehicular Ad-Hoc Networks: Leveraging Trust Modeling Based on Direct Experience with Incentives for Honesty. 243-247 2010 IAT https://doi.org/10.1109/WI-IAT.2010.66 https://doi.ieeecomputersociety.org/10.1109/WI-IAT.2010.66 conf/iat/2010 db/conf/iat/iat2010.html#MinhasZTC10 Jie Zhang 0002 Robin Cohen Kate Larson Leveraging a Social Network of Trust for Promoting Honesty in E-Marketplaces. 216-231 2010 IFIPTM https://doi.org/10.1007/978-3-642-13446-3_15 conf/ifiptm/2010 db/conf/ifiptm/ifiptm2010.html#ZhangCL10 John Champaign Robin Cohen Peer-Based Intelligent Tutoring Systems: A Corpus-Oriented Approach. 212-214 2010 Intelligent Tutoring Systems (2) https://doi.org/10.1007/978-3-642-13437-1_22 conf/its/2010-2 db/conf/its/its2010-2.html#ChampaignC10 Aaditeshwar Seth Jie Zhang 0002 Robin Cohen Bayesian Credibility Modeling for Personalized Recommendation in Participatory Media. 279-290 2010 UMAP https://doi.org/10.1007/978-3-642-13470-8_26 conf/um/2010 db/conf/um/umap2010.html#SethZC10 Chen Chen Jie Zhang 0002 Robin Cohen Pin-Han Ho Secure and Efficient Trust Opinion Aggregation for Vehicular Ad-Hoc Networks. 1-5 2010 VTC Fall https://doi.org/10.1109/VETECF.2010.5594420 conf/vtc/2010f db/conf/vtc/vtc2010f.html#ChenZCH10 Hongbing Wang Jie Zhang 0002 Cheng Wan 0002 Shizhi Shao Robin Cohen Junjie Xu Peicheng Li Web Service Selection for Multiple Agents with Incomplete Preferences. 565-572 2010 Web Intelligence https://doi.org/10.1109/WI-IAT.2010.27 https://doi.ieeecomputersociety.org/10.1109/WI-IAT.2010.27 conf/webi/2010 db/conf/webi/webi2010.html#WangZWSCXL10 Georgia Kastidou Robin Cohen Trust-oriented Utility-based Community Structure in Multiagent Systems. 45-61 2010 Economic Models and Algorithms for Distributed Systems https://doi.org/10.1007/978-3-7643-8899-7_4 books/sp/10/NBAR2010 db/books/collections/NBAR2010.html#KastidouC10

Murat Sensoy Jie Zhang 0002 Pinar Yolum Robin Cohen POYRAZ: Context-Aware Service Selection under Deception. 335-366 2009 25 Comput. Intell. 4 https://doi.org/10.1111/j.1467-8640.2009.00348.x db/journals/ci/ci25.html#SensoyZYC09

Reid Kerr Robin Cohen Smart cheaters do prosper: defeating trust and reputation systems. 993-1000 2009 AAMAS (2) https://dl.acm.org/citation.cfm?id=1558151 conf/atal/2009-2 db/conf/atal/aamas2009-2.html#KerrC09 Reid Kerr Robin Cohen An Experimental Testbed for Evaluation of Trust and Reputation Systems. 252-266 2009 IFIPTM https://doi.org/10.1007/978-3-642-02056-8_16 conf/ifiptm/2009 db/conf/ifiptm/ifiptm2009.html#KerrC09 Georgia Kastidou Kate Larson Robin Cohen Exchanging Reputation Information between Communities: A Payment-Function Approach. 195-200 2009 IJCAI http://ijcai.org/Proceedings/09/Papers/042.pdf conf/ijcai/2009 db/conf/ijcai/ijcai2009.html#KastidouLC09 Olga Baysal Michael W. Godfrey Robin Cohen A bug you like: A framework for automated assignment of bugs. 297-298 2009 ICPC https://doi.org/10.1109/ICPC.2009.5090066 https://doi.ieeecomputersociety.org/10.1109/ICPC.2009.5090066 conf/iwpc/2009 db/conf/iwpc/icpc2009.html#BaysalGC09

Jie Zhang 0002 Robin Cohen Evaluating the trustworthiness of advice about seller agents in e-marketplaces: A personalized approach. 330-340 2008 7 Electron. Commer. Res. Appl. 3 https://doi.org/10.1016/j.elerap.2008.03.001 db/journals/ecra/ecra7.html#ZhangC08

Chris Micacchi Robin Cohen A framework for simulating real-time multi-agent systems. 135-166 2008 17 Knowl. Inf. Syst. 2 https://doi.org/10.1007/s10115-007-0120-4 db/journals/kais/kais17.html#MicacchiC08

Jie Zhang 0002 Robin Cohen Seller Bidding in a Trust-Based Incentive Mechanism for Dynamic E-Marketplaces. 368-379 2008 Canadian AI https://doi.org/10.1007/978-3-540-68825-9_34 conf/ai/2008 db/conf/ai/ai2008.html#ZhangC08 Jie Zhang 0002 Robin Cohen Kate Larson A Trust-Based Incentive Mechanism for E-Marketplaces. 135-161 2008 AAMAS-TRUST https://doi.org/10.1007/978-3-540-92803-4_8 conf/atal/2008trust db/conf/atal/trust2008.html#ZhangCL08 Jie Zhang 0002 Murat Sensoy Robin Cohen A Detailed Comparison of Probabilistic Approaches for Coping with Unfair Ratings in Trust and Reputation Systems. 189-200 2008 PST https://doi.org/10.1109/PST.2008.16 https://doi.ieeecomputersociety.org/10.1109/PST.2008.16 conf/pst/2008 db/conf/pst/pst2008.html#ZhangSC08

Jie Zhang 0002 Robin Cohen A Comprehensive Approach for Sharing Semantic Web Trust Ratings. 302-319 2007 23 Comput. Intell. 3 https://doi.org/10.1111/j.1467-8640.2007.00307.x db/journals/ci/ci23.html#ZhangC07

Jie Zhang 0002 Ali A. Ghorbani 0001 Robin Cohen A familiarity-based trust model for effective selection of sellers in multiagent e-commerce systems. 333-344 2007 6 Int. J. Inf. Sec. 5 https://doi.org/10.1007/s10207-007-0025-y db/journals/ijisec/ijisec6.html#ZhangGC07

Allan Caine Robin Cohen Tutoring an Entire Game with Dynamic Strategy Graphs: The Mixed-Initiative Sudoku Tutor. 20-32 2007 2 J. Comput. 1 http://www.jcomputers.us/index.php?m=content&c=index&a=show&catid=72&id=881 https://doi.org/10.4304/jcp.2.1.20-32 db/journals/jcp/jcp2.html#CaineC07

Jie Zhang 0002 Robin Cohen Design of a Mechanism for Promoting Honesty in E-Marketplaces. 1495-1500 2007 conf/aaai/2007 AAAI db/conf/aaai/aaai2007.html#ZhangC07 http://www.aaai.org/Library/AAAI/2007/aaai07-237.php Jie Zhang 0002 Robin Cohen Engendering Trust in Buying and Selling Agents by Discouraging the Reporting of Unfair Ratings. 139- 2007 AAAI Spring Symposium: Interaction Challenges for Intelligent Assistants http://www.aaai.org/Library/Symposia/Spring/2007/ss07-04-028.php conf/aaaiss/2007-4 db/conf/aaaiss/aaaiss2007-4.html#ZhangC07 Jie Zhang 0002 Robin Cohen An incentive mechanism for eliciting fair ratings of sellers in e-marketplaces. 108 2007 conf/atal/2007 AAMAS https://doi.org/10.1145/1329125.1329258 db/conf/atal/aamas2007.html#ZhangC07 Reid Kerr Robin Cohen Towards provably secure trust and reputation systems in e-marketplaces. 172 2007 conf/atal/2007 AAMAS https://doi.org/10.1145/1329125.1329334 db/conf/atal/aamas2007.html#KerrC07 Jiye Li Nick Cercone Robin Cohen Addressing Missing Attributes during Data Mining Using Frequent Itemsets and Rough Set Based Predictions. 294-300 2007 conf/grc/2007 GrC https://doi.org/10.1109/GrC.2007.144 https://doi.ieeecomputersociety.org/10.1109/GrC.2007.144 db/conf/grc/grc2007.html#LiCC07 Jie Zhang 0002 Robin Cohen Engendering Trust in Buying and Selling Agents by Discouraging the Reporting of Unfair Ratings. 139- 2007 conf/icia/2007 Interaction Challenges for Intelligent Assistants db/conf/icia/icia2007.html#ZhangC07

Chris Micacchi Robin Cohen A Multi-Agent Architecture for robotic Systems in Real-Time Environments. 2006 21 Int. J. Robotics Autom. 2 https://doi.org/10.2316/Journal.206.2006.2.206-2792 db/journals/ijra/ijra21.html#MicacchiC06

Jie Zhang 0002 Robin Cohen Trusting advice from other buyers in e-marketplaces: the problem of unfair ratings. 225-234 2006 conf/ACMicec/2006 ICEC https://doi.org/10.1145/1151454.1151495 db/conf/ACMicec/icec2006.html#ZhangC06 Kevin Regan 0001 Pascal Poupart Robin Cohen Bayesian Reputation Modeling in E-Marketplaces Sensitive to Subjectivity, Deception and Change. 2006 conf/aaai/2006 AAAI db/conf/aaai/aaai2006.html#ReganPC06 http://www.aaai.org/Library/AAAI/2006/aaai06-189.php 1206-1212 Michael Y. K. Cheng Robin Cohen Integrating Information Gathering Interaction into Transfer of Control Strategies in Adjustable Autonomy Multiagent Systems. 1-12 2006 conf/ai/2006 Canadian AI https://doi.org/10.1007/11766247_1 db/conf/ai/ai2006.html#ChengC06 Allan Caine Robin Cohen MITS: A Mixed-Initiative Intelligent Tutoring System for Sudoku. 550-561 2006 conf/ai/2006 Canadian AI https://doi.org/10.1007/11766247_47 db/conf/ai/ai2006.html#CaineC06 Jie Zhang 0002 Robin Cohen A Trust Model for Sharing Ratings of Information Providers on the Semantic Web. 45-61 2006 conf/cswws/2006 CSWWS https://doi.org/10.1007/978-0-387-34347-1_4 db/conf/cswws/cswws2006.html#ZhangC06 Jie Zhang 0002 Ali A. Ghorbani 0001 Robin Cohen An improved familiarity measurement for formalization of trust in e-commerce based multiagent systems. 19 2006 PST https://doi.org/10.1145/1501434.1501458 conf/pst/2006 db/conf/pst/pst2006.html#ZhangGC06 Reid Kerr Robin Cohen Modeling trust using transactional, numerical units. 21 2006 PST https://doi.org/10.1145/1501434.1501460 https://www.wikidata.org/entity/Q130963372 conf/pst/2006 db/conf/pst/pst2006.html#KerrC06 David Chodos Robin Cohen A method combining email and web pages for announcing research opportunities to researchers. 304-310 2006 conf/sigcpr/2006 CPR https://doi.org/10.1145/1125170.1125238 db/conf/sigcpr/cpr2006.html#ChodosC06 Michael Y. K. Cheng Chris Micacchi Robin Cohen Adjusting the Autonomy of Collections of Agents in Multiagent Systems. 33-37 2005 conf/ai/2005 Canadian AI https://doi.org/10.1007/11424918_4 db/conf/ai/ai2005.html#ChengMC05 Michael Y. K. Cheng Robin Cohen A hybrid transfer of control model for adjustable autonomy multiagent systems. 1149-1150 2005 conf/atal/2005 AAMAS https://doi.org/10.1145/1082473.1082667 db/conf/atal/aamas2005.html#ChengC05 Kevin Regan 0001 Robin Cohen Pascal Poupart The Advisor-POMDP: A Principled Approach to Trust through Reputation in Electronic Markets. 2005 conf/pst/2005 PST http://www.lib.unb.ca/Texts/PST/2005/pdf/regan.pdf db/conf/pst/pst2005.html#ReganCP05 Michael Y. K. Cheng Robin Cohen Reasoning About Interaction in a Multi-user System. 189-198 2005 conf/um/2005 User Modeling https://doi.org/10.1007/11527886_25 db/conf/um/um2005.html#ChengC05 Fei Song Robin Cohen Tense Interpretation in the Context of Narrative. 431-442 2005 The Language of Time - A Reader books/ox/05/MPG2005 db/books/collections/MPG2005.html#SongC05

Thomas T. Tran Robin Cohen The Advantages of Designing Adaptive Business Agents Using Reputation Modeling Compared to the Approach of Recursive Modeling. 532-547 2004 20 Comput. Intell. 4 https://doi.org/10.1111/j.0824-7935.2004.00252.x db/journals/ci/ci20.html#TranC04

Thomas T. Tran Robin Cohen Equilibrium of E-Markets Populated with Reputation Oriented Learning Agents. 2004 23 New Gener. Comput. 1 https://doi.org/10.1007/BF03037648 db/journals/ngc/ngc23.html#TranC04 33-41

Thomas T. Tran Robin Cohen Improving User Satisfaction in Agent-Based Electronic Marketplaces by Reputation Modelling and Adjustable Product Quality. 828-835 2004 conf/atal/2004 AAMAS https://doi.ieeecomputersociety.org/10.1109/AAMAS.2004.10130 http://dl.acm.org/citation.cfm?id=1018834 db/conf/atal/aamas2004.html#TranC04 Thomas T. Tran Robin Cohen A Strategy for Improved Satisfaction of Selling Software Agents in E-Commerce. 434-446 2003 conf/ai/2003 AI https://doi.org/10.1007/3-540-44886-1_32 db/conf/ai/ai2003.html#TranC03 Thomas T. Tran Robin Cohen Learning Algorithms for Software Agents in Uncertain and Untrusted Market Environments. 1475-1476 2003 conf/ijcai/2003 IJCAI db/conf/ijcai/ijcai2003.html#TranC03 http://ijcai.org/Proceedings/03/Papers/244.pdf Thomas T. Tran Robin Cohen Modelling Reputation in Agent-Based Marketplaces to Improve the Performance of Buying Agents. 273-282 2003 conf/um/2003 User Modeling https://doi.org/10.1007/3-540-44963-9_36 db/conf/um/um2003.html#TranC03

Thomas T. Tran Robin Cohen A Reputation-Oriented Reinforcement Learning Strategy for Agents in Electronic Marketplaces. 550-565 2002 18 Comput. Intell. 4 db/journals/ci/ci18.html#TranC02 https://doi.org/10.1111/1467-8640.t01-1-00203

David Chen Robin Cohen AERO: An Outsourced Approach to Exception Handling in Multi-agent Systems. 16-30 2002 conf/ai/2002 AI https://doi.org/10.1007/3-540-47922-8_2 db/conf/ai/ai2002.html#ChenC02 Thomas T. Tran Robin Cohen A Learning Algorithm for Buying and Selling Agents in Electronic Marketplaces. 31-43 2002 conf/ai/2002 AI https://doi.org/10.1007/3-540-47922-8_3 db/conf/ai/ai2002.html#TranC02 Thomas T. Tran Robin Cohen A Learning Algorithm for Buying and Selling Agents in Electronic Marketplaces. 366-367 2002 conf/ai/2002 AI https://doi.org/10.1007/3-540-47922-8_38 db/conf/ai/ai2002.html#TranC02a Robin Cohen Bruce Spencer Advances in Artificial Intelligence, 15th Conference of the Canadian Society for Computational Studies of Intelligence, AI 2002, Calgary, Canada, May 27-29, 2002, Proceedings AI Lecture Notes in Computer Science 2338 Springer 2002 3-540-43724-X https://doi.org/10.1007/3-540-47922-8 db/conf/ai/ai2002.html Michael W. Fleming Robin Cohen A User Modeling Approach to Determining System Initiative in Mixed-Initiative AI Systems. 54-63 2001 conf/um/2001 User Modeling https://doi.org/10.1007/3-540-44566-8_6 db/conf/um/um2001.html#FlemingC01 Peter B. Vanderheyden Robin Cohen Interfacing Issues for Information Extraction. 1096 2000 conf/aaai/2000 AAAI/IAAI db/conf/aaai/aaai2000.html#VanderheydenC00 http://www.aaai.org/Library/AAAI/2000/aaai00-179.php Michael W. Fleming Robin Cohen Mixed-Initiative Translation of Web Pages. 25-29 https://doi.org/10.1007/3-540-39965-8_3 2000 conf/amta/2000 AMTA db/conf/amta/amta2000.html#FlemingC00

Robin Cohen Coralee Allaby Christian Cumbaa Mark Fitzgerald Kinson Ho Bowen Hui Celine Latulipe Fletcher Lu Nancy Moussa David Pooley Alex Qian Saheem Siddiqi What is Initiative? 171-214 1998 8 User Model. User Adapt. Interact. 3-4 https://doi.org/10.1023/A:1008398023083 db/journals/umuai/umuai8.html#CohenACFHHLLMPQS98

Toby Donaldson Robin Cohen Selecting the Next Action with Constraints. 220-227 1998 conf/ai/1998 Canadian AI db/conf/ai/ai1998.html#DonaldsonC98 https://doi.org/10.1007/3-540-64575-6_52 Toby Donaldson Robin Cohen Constraint-Based Discourse Agents. 87-92 1997 AAAI Workshop: Constraints & Agents conf/aaai/1997ca db/conf/aaai/aaai1997ca.html#DonaldsonC97

Fei Song Robin Cohen A Strengthened Algorithm for Temporal Reasoning about Plans. 331-356 1996 12 Comput. Intell. db/journals/ci/ci12.html#SongC96 https://doi.org/10.1111/j.1467-8640.1996.tb00265.x

Toby Donaldson Robin Cohen Turn-Taking in Discourse and Its Application To The Design of Intelligent Agents. 17-23 1996 conf/aaai/1996w1 Agent Modeling db/conf/aaai/aaai1996w1.html#DonaldsonC96 Liliana Ardissono Robin Cohen Extending the Role of user Feedback in Plan Recognition and Response Generation for Advice-Giving Systems: An Initial Report. 109-120 1996 conf/ai/1996 AI db/conf/ai/ai96.html#ArdissonoC96 https://doi.org/10.1007/3-540-61291-2_45 Fei Song Robin Cohen Improving Heuristic-Based Temporal Analysis of Narratives with Aspect Determination. 1338-1345 1995 conf/ijcai/1995 IJCAI db/conf/ijcai/ijcai95.html#SongC95 http://ijcai.org/Proceedings/95-2/Papers/041.pdf Robin Cohen Bruce Spencer Pat Hoyt Designing a Tool to Allow Updates during Plan Recognition - Challenges and Applications. 63-70 1994 conf/ictai/1994 ICTAI db/conf/ictai/ictai1994.html#CohenSH94 https://doi.org/10.1109/TAI.1994.346512 https://doi.ieeecomputersociety.org/10.1109/TAI.1994.346512

Peter van Beek Robin Cohen Ken Schmidt From Plan Critiquing to Clarification Dialogue for Cooperative ResponseGeneration. 132-154 1993 9 Comput. Intell. db/journals/ci/ci9.html#BeekCS93 https://doi.org/10.1111/j.1467-8640.1993.tb00304.x

Valerie Shafer Alexander Nakhimovsky Robin Cohen Mary Galbraith Book reviews. 309-321 1992 2 Minds Mach. 3 https://doi.org/10.1007/BF02454225 db/journals/mima/mima2.html#ShaferNCG92

Mark A. Young Robin Cohen Determining intended evidence relations in natural language arguments. 110-118 1991 7 Comput. Intell. db/journals/ci/ci7.html#YoungC91 https://doi.org/10.1111/j.1467-8640.1991.tb00386.x

Robin Cohen Implementing a model for understanding goal-oriented discourse. 1-31 1991 6 Int. J. Intell. Syst. 1 https://doi.org/10.1002/int.4550060102 db/journals/ijis/ijis6.html#Cohen91

Robin Cohen Fei Song Bruce Spencer Peter van Beek Exploiting Temporal and Novel Information from the User in Plan Recognition. 125-148 1991 1 User Model. User Adapt. Interact. 3-4 db/journals/umuai/umuai1.html#CohenSSB91 https://doi.org/10.1007/BF00154475

Fei Song Robin Cohen Tense Interpretation in the Context of Narrative. 131-136 1991 conf/aaai/1991-1 AAAI db/conf/aaai/aaai91-1.html#SongC91 http://www.aaai.org/Library/AAAI/1991/aaai91-021.php Fei Song Robin Cohen Temporal Reasoning During Plan Recognition. 247-252 1991 conf/aaai/1991-1 AAAI db/conf/aaai/aaai91-1.html#SongC91a http://www.aaai.org/Library/AAAI/1991/aaai91-039.php Peter van Beek Robin Cohen Resolving Plan Ambiguity for Cooperative Response Generation. 938-944 1991 conf/ijcai/1991 IJCAI db/conf/ijcai/ijcai91.html#BeekC91 http://ijcai.org/Proceedings/91-2/Papers/050.pdf

Peter van Beek Robin Cohen Exact and approximate reasoning about temporal relations. 132-144 1990 6 Comput. Intell. db/journals/ci/ci6.html#BeekC90 https://doi.org/10.1111/j.1467-8640.1990.tb00130.x

Peter van Peek Robin Cohen Resolving Plan Ambiguity for Response Generation. 1990 INLG https://aclanthology.org/W90-0119/ conf/inlg/1990 db/conf/inlg/inlg1990.html#PeekC90 Fei Song Robin Cohen The Interpretation of Temporal Relations in Narrative. 745-750 1988 conf/aaai/1988 AAAI db/conf/aaai/aaai88.html#SongC88 http://www.aaai.org/Library/AAAI/1988/aaai88-132.php Robin Cohen Coherent analysis of argumentative discourse. 468-469 1988 COMPSAC https://doi.org/10.1109/CMPSAC.1988.17220 conf/compsac/1988 db/conf/compsac/compsac1988.html#Cohen88

Robin Cohen Analyzing the Structure of Argumentative Discourse. 11-24 1987 13 Comput. Linguistics 1-2 db/journals/coling/coling13.html#Cohen87

Robin Cohen Interpreting Clues in Conjunction with Processing Restrictions in Arguments and Discourse. 528-533 1987 conf/aaai/1987 AAAI db/conf/aaai/aaai87.html#Cohen87 http://www.aaai.org/Library/AAAI/1987/aaai87-094.php Robin Cohen Miguel Filgueiras Martha Stone Palmer Patrick Saint-Dizier Stan Szpakowicz On the Semantics of Natural Language Sentences in Logic Programming (Panel Session). 319-333 1987 conf/nlulp/1987 Natural Language Understanding and Logic Programming Workshop db/conf/nlulp/nlulp87.html#CohenFPSS87 Robin Cohen A Computational Theory Of The Function Of Clue Words In Argument Understanding. 251-258 1984 conf/coling/1984 COLING https://aclanthology.org/P84-1055/ https://doi.org/10.3115/980491.980546 db/conf/coling/coling1984.html#Cohen84a Robin Cohen A computational model for the analysis of arguments. University of Toronto, Canada 1983 https://librarysearch.library.utoronto.ca/permalink/01UTORONTO_INST/14bjeso/alma991105995797906196 Robin Cohen Investigation of Processing Strategies for the Structural Analysis of Arguments. 71-75 1981 ACL https://aclanthology.org/P81-1016/ https://doi.org/10.3115/981923.981943 conf/acl/1981 db/conf/acl/acl1981.html#Cohen81

James F. Allen Philip R. Cohen Robin Cohen C. Raymond Perrault Corot Reason Mary Horrigan-Tozer A computer model of conversation. 29 1977 61 SIGART Newsl. https://doi.org/10.1145/1045283.1045294 db/journals/sigart/sigartn61.html#AllenCCPRH77

R. Aarif Nikhil Agarwal Rishav Raj Agarwal Coralee Allaby James F. Allen Mohammed Alliheedi S. Ansari Liliana Ardissono Yonas Atinafu Elias Awad Philips Ayeni Ebrahim Bagheri Ahmed Saleh Bataineh Olga Baysal Peter van Beek Jamal Bentahar Allan Caine Nick Cercone Owen Chambers John Champaign Anthony Chan Chen Chen David Chen Henry Chen Hong Yi Chen Queenie Chen Shuo Chen 0006 Michael Y. K. Cheng David Chodos Charles L. A. Clarke Phil Cohen 0001Philip R. Cohen Michael Cormier Margaret Corwin Christian Cumbaa Krzysztof Czarnecki 0001 Kerstin Dautenhahn Toby Donaldson John A. Doucette Hanae Elmekki Faezeh Ensan Rino Falcone Miguel Filgueiras John Finnson Mark Fitzgerald Michael W. Fleming D. Fraser Daniel Friyia Xiaotian Fu Benjamin C. M. Fung Mary Galbraith Sébastien Gambs Amira Ghenai Ali A. Ghorbani 0001 Michael W. Godfrey Lukasz Golab Joshua Gorner Lachlan Gray Maura R. Grossman Guibing Guo Yuxuan Guo Liam Hebert M. Hegde J. Henderson Calvin Hillis Kinson Ho Pin-Han Ho Jesse Hoey Mary Horrigan-Tozer Hadi Hosseini Pat Hoyt Zehong Hu Bowen Hui Braden Hurl Saidul Islam Jasmeet Jagdev Yipeng Ji Tianqi Jin Hyunggu Jung I. Kajic Georgia Kastidou Reid Kerr A. Khan Atif Khan 0001 Wasif Khan Lucas Kopp Madhur Kukreti Dhruv Kumar 0005 Disney Yan Lam Eric D. Langlois 0002 Kate Larson Celine Latulipe Edith Law Tsz Him Leung Jiye Li M. Li Peicheng Li Zhenyu Liao Thomas F. LidbetterThomas Finn Lidbetter Gary Lin Henry Lin Jiawei Liu Kanzhe Liu Mengfei Liu Sihao Liu Daniel J. Lizotte Fletcher Lu Xueguang Ma O. Maccarthy Aitziber Mancisidor Richard Mann Nivedha Mathiarasu Robert E. Mercer Chris Micacchi Umar Farooq Minhas Rabeb Mizouni Karyn Moffatt Azzam Mourad Nancy Moussa S. Nagpal Alexander Nakhimovsky Timothy J. Norman Daniel Ohashi Ryan W. Orr Hadi Otrok Martha PalmerMartha Stone Palmer Alexandre Parmentier Witold Pedrycz Peter van Peek C. Raymond Perrault A. Pham Graham Pinhey Miles Pitassi Jason P'ng David Pooley Pascal Poupart Alex Qian Reihaneh Rabbany Kamal Rahim Rahul Rawat Corot Reason Kevin Regan 0001 Gaith Rjoub Gaurav Sahu A. Saini Patrick Saint-Dizier Shikhar Sakhuja Noel Sardana Mike Schaekermann Ken Schmidt Murat Sensoy Aaditeshwar Seth Valerie Shafer Dean Shaft Shizhi Shao Nolan P. Shaw Dahlia Shehata J. Shen Saheem Siddiqi H. Singh Alyssa Song Fei Song Bruce Spencer Nanda Kishore Sreenivas Andreas Stöckel W. Sun Stan Szpakowicz Wil Tan Cátia Tavares S. Thandra Thomas T. Tran Alan Tsang Peter B. Vanderheyden Olga Vechtomova Daniel Vogel 0001 Omar Abdel Wahab 0001 Cheng Wan 0002 Donglin Wang Hongbing Wang Pengfei WangPeng-Fei Wang Yetian Wang Steven Lake WaslanderSteven L. Waslander M. Wexler Olha Wloch E. Woo Junjie Xu Andy Yang Pinar Yolum Mark A. Young Jing Yu 0027 Jie Zhang 0002 Raymond Zhao Shangshang Zheng