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Thuy Ngoc Nguyen 0001

Thuy-Ngoc Nguyen 0001

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affiliation: Carnegie Mellon University, Dynamic Decision Making Laboratory, Pittsburgh, PA, USA
affiliation (former): Free University of Bozen-Bolzano, Bolzano, Italy
affiliation (former): Ho Chi Minh City University of Education, Vietnam

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2020 – today

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2024
[c17]
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Thuy Ngoc Nguyen, Chase McDonald, Cleotilde Gonzalez:
Credit Assignment: Challenges and Opportunities in Developing Human-like Learning Agents. AAAI Spring Symposia 2024: 54-57
[c16]
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Amra Delic, Hanif Emamgholizadeh, Thuy Ngoc Nguyen, Francesco Ricci:
CHARM: a Group Decision Making Support Chatbot. IUI Companion 2024: 7-10
[i4]
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  - journals/corr/abs-2407-09281
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Thuy Ngoc Nguyen, Kasturi Jamale, Cleotilde Gonzalez:
Predicting and Understanding Human Action Decisions: Insights from Large Language Models and Cognitive Instance-Based Learning. CoRR abs/2407.09281 (2024)
2023
[j9]
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Michelle Zhao, Fade R. Eadeh, Thuy-Ngoc Nguyen, Pranav Gupta, Henny Admoni, Cleotilde Gonzalez, Anita Williams Woolley:
Teaching agents to understand teamwork: Evaluating and predicting collective intelligence as a latent variable via Hidden Markov Models. Comput. Hum. Behav. 139: 107524 (2023)
[j8]
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Thuy Ngoc Nguyen, Duy Nhat Phan, Cleotilde Gonzalez:
Learning in Cooperative Multiagent Systems Using Cognitive and Machine Models. ACM Trans. Auton. Adapt. Syst. 18(4): 15:1-15:22 (2023)
[c15]
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Erin H. Bugbee, Thuy Ngoc Nguyen, Cleotilde Gonzalez:
Applications of Instance-Based Learning Theory: Using the SpeedyIBL Library to Construct Computational Models. CLIHC 2023: 40:1-40:3
[i3]
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  - journals/corr/abs-2307-08171
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Thuy-Ngoc Nguyen, Chase McDonald, Cleotilde Gonzalez:
Credit Assignment: Challenges and Opportunities in Developing Human-like AI Agents. CoRR abs/2307.08171 (2023)
[i2]
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  - journals/corr/abs-2308-09219
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Thuy-Ngoc Nguyen, Duy Nhat Phan, Cleotilde Gonzalez:
Learning in Cooperative Multiagent Systems Using Cognitive and Machine Models. CoRR abs/2308.09219 (2023)
2022
[j7]
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Thuy Ngoc Nguyen, Cleotilde Gonzalez:
Theory of Mind From Observation in Cognitive Models and Humans. Top. Cogn. Sci. 14(4): 665-686 (2022)
2021
[j6]
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Duy Nhat Phan, Thuy Ngoc Nguyen:
An accelerated IRNN-Iteratively Reweighted Nuclear Norm algorithm for nonconvex nonsmooth low-rank minimization problems. J. Comput. Appl. Math. 396: 113602 (2021)
[c14]
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Aditya Gulati, Thuy Ngoc Nguyen, Cleotilde Gonzalez:
Task Complexity and Performance in Individuals and Groups Without Communication. ToM for Teams 2021: 102-117
[i1]
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  - journals/corr/abs-2111-10268
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Thuy Ngoc Nguyen, Duy Nhat Phan, Cleotilde Gonzalez:
SpeedyIBL: A Solution to the Curse of Exponential Growth in Instance-Based Learning Models of Decisions from Experience. CoRR abs/2111.10268 (2021)
2020
[c13]
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Thuy Ngoc Nguyen, Cleotilde Gonzalez:
Cognitive Machine Theory of Mind. CogSci 2020

2010 – 2019

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2019
[j5]
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Thuy Ngoc Nguyen, Francesco Ricci, Amra Delic, Derek G. Bridge:
Conflict resolution in group decision making: insights from a simulation study. User Model. User Adapt. Interact. 29(5): 895-941 (2019)
2018
[j4]
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Thuy Ngoc Nguyen, Francesco Ricci:
A chat-based group recommender system for tourism. J. Inf. Technol. Tour. 18(1-4): 5-28 (2018)
[j3]
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Amra Delic, Julia Neidhardt, Thuy Ngoc Nguyen, Francesco Ricci:
An observational user study for group recommender systems in the tourism domain. J. Inf. Technol. Tour. 19(1-4): 87-116 (2018)
[c12]
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Thuy Ngoc Nguyen, Francesco Ricci:
Situation-dependent combination of long-term and session-based preferences in group recommendations: an experimental analysis. SAC 2018: 1366-1373
2017
[c11]
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Thuy Ngoc Nguyen, Francesco Ricci:
A Chat-Based Group Recommender System for Tourism. ENTER 2017: 17-30
[c10]
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Thuy Ngoc Nguyen, Francesco Ricci:
Preference Elicitation for Group Recommender Systems. IIR 2017: 76-79
[c9]
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Thuy Ngoc Nguyen, Francesco Ricci:
Dynamic elicitation of user preferences in a chat-based group recommender system. SAC 2017: 1685-1692
[c8]
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Thuy Ngoc Nguyen:
Conversational Group Recommender Systems. UMAP 2017: 331-334
[c7]
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Thuy Ngoc Nguyen, Francesco Ricci:
Combining Long-term and Discussion-generated Preferences in Group Recommendations. UMAP 2017: 377-378
2016
[c6]
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Amra Delic, Julia Neidhardt, Thuy Ngoc Nguyen, Francesco Ricci:
Research Methods for Group Recommender System. RecTour@RecSys 2016: 30-37
[c5]
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Amra Delic, Julia Neidhardt, Thuy Ngoc Nguyen, Francesco Ricci, Laurens Rook, Hannes Werthner, Markus Zanker:
Observing Group Decision Making Processes. RecSys 2016: 147-150
[c4]
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Tamas Motajcsek, Jean-Yves Le Moine, Martha A. Larson, Daniel Kohlsdorf, Andreas Lommatzsch, Domonkos Tikk, Omar Alonso, Paolo Cremonesi, Andrew M. Demetriou, Kristaps Dobrajs, Franca Garzotto, Ayse Göker, Frank Hopfgartner, Davide Malagoli, Thuy Ngoc Nguyen, Jasminko Novak, Francesco Ricci, Mario Scriminaci, Marko Tkalcic, Anna Zacchi:
Algorithms Aside: Recommendation As The Lens Of Life. RecSys 2016: 215-219
[c3]
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Thuy Ngoc Nguyen, Francesco Ricci:
Supporting Group Decision Making with Recommendations and Explanations. UMAP (Extended Proceedings) 2016
2015
[j2]
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  - journals/ijiei/NguyenN15
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Thuy Ngoc Nguyen, An Te Nguyen:
Weighing the role of multi-criteria communities for recommender systems. Int. J. Intell. Eng. Informatics 3(4): 330-348 (2015)
2014
[j1]
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  - journals/casa/NguyenN14
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Thuy Ngoc Nguyen, An Te Nguyen:
Enrichment of Multi-criteria Communities for Context-aware Recommendations. EAI Endorsed Trans. Context aware Syst. Appl. 1(1): e3 (2014)
2013
[c2]
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  - conf/colcom/NguyenN13
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Thuy Ngoc Nguyen, An Te Nguyen:
Towards context-aware recommendations: Strategies for exploiting multi-criteria communities. CollaborateCom 2013: 105-114

2000 – 2009

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2009
[c1]
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  - conf/indin/Zhao0MM09
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Yi Zhi Zhao, Thuy Ngoc Nguyen, Maode Ma, Chunyan Miao:
An energy-efficient MAC protocol with Adaptive Scheduling for wireless sensor networks. INDIN 2009: 446-451

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