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2020 – today

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2024
[j14]
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Alexander Felfernig, Manfred Wundara, Thi Ngoc Trang Tran, Seda Polat Erdeniz, Sebastian Lubos, Merfat El Mansi, Damian Garber, Viet-Man Le:
Recommender systems for sustainability: overview and research issues. Frontiers Big Data 6 (2024)
[j13]
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Mathias Uta, Alexander Felfernig, Viet-Man Le, Thi Ngoc Trang Tran, Damian Garber, Sebastian Lubos, Tamim Burgstaller:
Knowledge-based recommender systems: overview and research directions. Frontiers Big Data 7 (2024)
[j12]
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Alexander Felfernig, Manfred Wundara, Thi Ngoc Trang Tran, Viet-Man Le, Sebastian Lubos, Seda Polat Erdeniz:
Sports recommender systems: overview and research directions. J. Intell. Inf. Syst. 62(4): 1125-1164 (2024)
[j11]
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Thi Ngoc Trang Tran, Alexander Felfernig, Viet Man Le:
An overview of consensus models for group decision-making and group recommender systems. User Model. User Adapt. Interact. 34(3): 489-547 (2024)
[c39]
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Viet-Man Le, Alexander Felfernig, Thi Ngoc Trang Tran, Mathias Uta:
INFORMEDQX: Informed Conflict Detection for Over-Constrained Problems. AAAI 2024: 10616-10623
[c38]
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Sebastian Lubos, Alexander Felfernig, Lothar Hotz, Thi Ngoc Trang Tran, Seda Polat Erdeniz, Viet-Man Le, Damian Garber, Merfat El Mansi:
Responsible Configuration Using LLM-based Sustainability-Aware Explanations. ConfWS 2024: 68-73
[c37]
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Mathias Uta, Viet-Man Le, Alexander Felfernig, Damian Garber, Gottfried Schenner, Thi Ngoc Trang Tran:
Semantics-Preserving Merging of Feature Models. ConfWS 2024: 74-80
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Sebastian Lubos, Alexander Felfernig, Thi Ngoc Trang Tran, Damian Garber, Merfat El Mansi, Seda Polat Erdeniz, Viet-Man Le:
Leveraging LLMs for the Quality Assurance of Software Requirements. RE 2024: 389-397
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Thi Ngoc Trang Tran, Seda Polat Erdeniz, Alexander Felfernig, Sebastian Lubos, Merfat El Mansi, Viet-Man Le:
Less is More: Towards Sustainability-Aware Persuasive Explanations in Recommender Systems. RecSys 2024: 1108-1112
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Sebastian Lubos, Thi Ngoc Trang Tran, Alexander Felfernig, Seda Polat Erdeniz, Viet-Man Le:
LLM-generated Explanations for Recommender Systems. UMAP (Adjunct Publication) 2024
[i9]
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  - journals/corr/abs-2408-10886
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Sebastian Lubos, Alexander Felfernig, Thi Ngoc Trang Tran, Damian Garber, Merfat El Mansi, Seda Polat Erdeniz, Viet-Man Le:
Leveraging LLMs for the Quality Assurance of Software Requirements. CoRR abs/2408.10886 (2024)
[i8]
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  - journals/corr/abs-2409-18690
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Thi Ngoc Trang Tran, Seda Polat Erdeniz, Alexander Felfernig, Sebastian Lubos, Merfat El Mansi, Viet-Man Le:
Less is More: Towards Sustainability-Aware Persuasive Explanations in Recommender Systems. CoRR abs/2409.18690 (2024)
2023
[c33]
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  - conf/aaai/LeSF0GT23
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Viet-Man Le, Cristian Vidal Silva, Alexander Felfernig, David Benavides, José A. Galindo, Thi Ngoc Trang Tran:
FASTDIAGP: An Algorithm for Parallelized Direct Diagnosis. AAAI 2023: 6442-6449
[c32]
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  - conf/aime/ErdenizSKRFTBL23
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Seda Polat Erdeniz, Michael Schrempf, Diether Kramer, Peter P. Rainer, Alexander Felfernig, Thi Ngoc Trang Tran, Tamim Burgstaller, Sebastian Lubos:
Computational Evaluation of Model-Agnostic Explainable AI Using Local Feature Importance in Healthcare. AIME 2023: 114-119
[c31]
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Seda Polat Erdeniz, Thi Ngoc Trang Tran, Alexander Felfernig, Sebastian Lubos, Michael Schrempf, Diether Kramer, Peter P. Rainer:
Employing Nudge Theory and Persuasive Principles with Explainable AI in Clinical Decision Support. BIBM 2023: 2983-2989
[c30]
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Viet-Man Le, Thi Ngoc Trang Tran, Alexander Felfernig:
FMTESTING: A FEATUREIDE Plug-in for Automated Feature Model Analysis and Diagnosis. ECAI 2023: 3190-3195
[c29]
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  - conf/ehealth2/ErdenizKSRFTBL23
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Seda Polat Erdeniz, Diether Kramer, Michael Schrempf, Peter P. Rainer, Alexander Felfernig, Thi Ngoc Trang Tran, Tamim Burgstaller, Sebastian Lubos:
Machine Learning Based Risk Prediction for Major Adverse Cardiovascular Events for ELGA-Authorized Clinics. dHealth 2023: 20-25
[c28]
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  - conf/intrs/LubosTEMFWL23
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Sebastian Lubos, Thi Ngoc Trang Tran, Seda Polat Erdeniz, Merfat El Mansi, Alexander Felfernig, Manfred Wundara, Gerhard Leitner:
Concentrating on the Impact: Consequence-based Explanations in Recommender Systems. IntRS@RecSys 2023: 63-73
[c27]
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Sebastian Lubos, Viet-Man Le, Alexander Felfernig, Thi Ngoc Trang Tran:
Analysis Operations for Constraint-based Recommender Systems. RecSys 2023: 709-714
[c26]
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Sebastian Lubos, Alexander Felfernig, Viet-Man Le, Thi Ngoc Trang Tran, David Benavides, José A. Zamudio, Damian Garber:
Analysis Operations On The Run: Feature Model Analysis in Constraint-based Recommender Systems. SPLC (A) 2023: 111-116
[c25]
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Thi Ngoc Trang Tran, Alexander Felfernig, Viet Man Le, Thi Minh Ngoc Chau, Thu Giang Mai:
User Needs for Explanations of Recommendations: In-depth Analyses of the Role of Item Domain and Personal Characteristics. UMAP 2023: 54-65
[i7]
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  - journals/corr/abs-2305-06951
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Viet-Man Le, Cristian Vidal Silva, Alexander Felfernig, David Benavides, José A. Galindo, Thi Ngoc Trang Tran:
FastDiagP: An Algorithm for Parallelized Direct Diagnosis. CoRR abs/2305.06951 (2023)
[i6]
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  - journals/corr/abs-2308-16708
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Sebastian Lubos, Thi Ngoc Trang Tran, Seda Polat Erdeniz, Merfat El Mansi, Alexander Felfernig, Manfred Wundara, Gerhard Leitner:
Concentrating on the Impact: Consequence-based Explanations in Recommender Systems. CoRR abs/2308.16708 (2023)
[i5]
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  - journals/corr/abs-2312-03785
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Alexander Felfernig, Manfred Wundara, Thi Ngoc Trang Tran, Viet-Man Le, Sebastian Lubos, Seda Polat Erdeniz:
Sports Recommender Systems: Overview and Research Issues. CoRR abs/2312.03785 (2023)
2022
[j10]
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  - journals/jiis/PopescuEFUALPET22
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Andrei Popescu, Seda Polat Erdeniz, Alexander Felfernig, Mathias Uta, Müslüm Atas, Viet-Man Le, Klaus Pilsl, Martin Enzelsberger, Thi Ngoc Trang Tran:
An overview of machine learning techniques in constraint solving. J. Intell. Inf. Syst. 58(1): 91-118 (2022)
[c24]
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  - conf/recsys/GjergjiziTF22
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Besnik Gjergjizi, Thi Ngoc Trang Tran, Alexander Felfernig:
The Impacts of Primacy/Recency Effects on Item Review Sentiment Analysis. IntRS@RecSys 2022: 33-45
[c23]
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  - conf/splc/LeFUTS22
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Viet-Man Le, Alexander Felfernig, Mathias Uta, Thi Ngoc Trang Tran, Cristian Vidal Silva:
WipeOutR: automated redundancy detection for feature models. SPLC (A) 2022: 164-169
[c22]
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  - conf/splc/LeFT22
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Viet-Man Le, Alexander Felfernig, Thi Ngoc Trang Tran:
Test case aggregation for efficient feature model testing. SPLC (B) 2022: 174-177
[c21]
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  - conf/splc/LeTF22
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Viet-Man Le, Thi Ngoc Trang Tran, Alexander Felfernig:
Consistency-based integration of multi-stakeholder recommender systems with feature model configuration. SPLC (B) 2022: 178-182
2021
[j9]
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  - journals/ftir/LexKSTFS21
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Elisabeth Lex, Dominik Kowald, Paul Seitlinger, Thi Ngoc Trang Tran, Alexander Felfernig, Markus Schedl:
Psychology-informed Recommender Systems. Found. Trends Inf. Retr. 15(2): 134-242 (2021)
[j8]
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  - journals/jiis/TranFTH21
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Thi Ngoc Trang Tran, Alexander Felfernig, Christoph Trattner, Andreas Holzinger:
Recommender systems in the healthcare domain: state-of-the-art and research issues. J. Intell. Inf. Syst. 57(1): 171-201 (2021)
[j7]
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  - journals/jiis/AtasFEPTU21
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Müslüm Atas, Alexander Felfernig, Seda Polat Erdeniz, Andrei Popescu, Thi Ngoc Trang Tran, Mathias Uta:
Towards psychology-aware preference construction in recommender systems: Overview and research issues. J. Intell. Inf. Syst. 57(3): 467-489 (2021)
[j6]
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  - journals/simpa/LeFTAUBG21
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Viet Man Le, Alexander Felfernig, Thi Ngoc Trang Tran, Müslüm Atas, Mathias Uta, David Benavides, José A. Galindo:
DirectDebug: A software package for the automated testing and debugging of feature models. Softw. Impacts 9: 100085 (2021)
[j5]
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Thi Ngoc Trang Tran, Alexander Felfernig, Nava Tintarev:
Humanized Recommender Systems: State-of-the-art and Research Issues. ACM Trans. Interact. Intell. Syst. 11(2): 9:1-9:41 (2021)
[c20]
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  - conf/confws/Felfernig0ULESA21
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Alexander Felfernig, Andrei Popescu, Mathias Uta, Viet-Man Le, Seda Polat Erdeniz, Martin Stettinger, Müslüm Atas, Thi Ngoc Trang Tran:
Configuring Multiple Instances with Multi-Configuration. ConfWS 2021: 45-47
[c19]
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  - conf/confws/LeTSWFAE021
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Viet-Man Le, Thi Ngoc Trang Tran, Martin Stettinger, Lisa Weißl, Alexander Felfernig, Müslüm Atas, Seda Polat Erdeniz, Andrei Popescu:
Counteracting Exam Cheating by Leveraging Configuration and Recommendation Techniques. ConfWS 2021: 73-80
[c18]
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  - conf/icse/LeFU0GT21
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Viet Man Le, Alexander Felfernig, Mathias Uta, David Benavides, José A. Galindo, Thi Ngoc Trang Tran:
DIRECTDEBUG: Automated Testing and Debugging of Feature Models. ICSE (NIER) 2021: 81-85
[c17]
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  - conf/recsys/TranBFL21
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Thi Ngoc Trang Tran, Carmen Isabella Baumann, Alexander Felfernig, Viet Man Le:
The Immunity of Users' Item Selection from Serial Position Effects in Multi-Attribute Item Recommendation Scenarios. IntRS@RecSys 2021: 101-111
[c16]
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Thi Ngoc Trang Tran, Viet Man Le, Muesluem Atas, Alexander Felfernig, Martin Stettinger, Andrei Popescu:
Do Users Appreciate Explanations of Recommendations? An Analysis in the Movie Domain. RecSys 2021: 645-650
[c15]
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Mathias Uta, Alexander Felfernig, Viet Man Le, Andrei Popescu, Thi Ngoc Trang Tran, Denis Helic:
Evaluating recommender systems in feature model configuration. SPLC (A) 2021: 58-63
[c14]
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  - conf/vamos/FelfernigLPUTA21
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Alexander Felfernig, Viet Man Le, Andrei Popescu, Mathias Uta, Thi Ngoc Trang Tran, Müslüm Atas:
An Overview of Recommender Systems and Machine Learning in Feature Modeling and Configuration. VaMoS 2021: 16:1-16:8
[i4]
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  - journals/corr/abs-2102-05949
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Viet Man Le, Alexander Felfernig, Mathias Uta, David Benavides, José A. Galindo, Thi Ngoc Trang Tran:
DirectDebug: Automated Testing and Debugging of Feature Models. CoRR abs/2102.05949 (2021)
[i3]
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  - journals/corr/abs-2102-06634
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Alexander Felfernig, Viet Man Le, Andrei Popescu, Mathias Uta, Thi Ngoc Trang Tran, Müslüm Atas:
An Overview of Recommender Systems and Machine Learning in Feature Modeling and Configuration. CoRR abs/2102.06634 (2021)
[i2]
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  - journals/corr/abs-2102-12413
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Alexander Felfernig, Nava Tintarev, Thi Ngoc Trang Tran, Martin Stettinger:
Designing Explanations for Group Recommender Systems. CoRR abs/2102.12413 (2021)
[i1]
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  - journals/corr/abs-2109-09696
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Alexander Felfernig, Andrei Popescu, Mathias Uta, Viet-Man Le, Seda Polat Erdeniz, Martin Stettinger, Müslüm Atas, Thi Ngoc Trang Tran:
Configuring Multiple Instances with Multi-Configuration. CoRR abs/2109.09696 (2021)
2020
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  - journals/evs/ErdenizMMFT20
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Seda Polat Erdeniz, Andreas Menychtas, Ilias Maglogiannis, Alexander Felfernig, Thi Ngoc Trang Tran:
Recommender systems for IoT enabled quantified-self applications. Evol. Syst. 11(2): 291-304 (2020)
[j3]
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Thi Ngoc Trang Tran, Muesluem Atas, Viet Man Le, Ralph Samer, Martin Stettinger:
Social Choice-based Explanations: An Approach to Enhancing Fairness and Consensus Aspects. J. Univers. Comput. Sci. 26(3): 402-431 (2020)
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  - conf/ismis/LeTF20
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Viet Man Le, Thi Ngoc Trang Tran, Alexander Felfernig:
A Conversion of Feature Models into an Executable Representation in Microsoft Excel. ISMIS (Industrial Paper) 2020: 153-168

2010 – 2019

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2019
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Alexander Felfernig, Seda Polat Erdeniz, Christoph Uran, Stefan Reiterer, Muesluem Atas, Thi Ngoc Trang Tran, Paolo Azzoni, Csaba Király, Koustabh Dolui:
An overview of recommender systems in the internet of things. J. Intell. Inf. Syst. 52(2): 285-309 (2019)
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Muesluem Atas, Thi Ngoc Trang Tran, Alexander Felfernig, Seda Polat Erdeniz, Ralph Samer, Martin Stettinger:
Towards Similarity-Aware Constraint-Based Recommendation. IEA/AIE 2019: 287-299
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Thi Ngoc Trang Tran, Müslüm Atas, Alexander Felfernig, Viet Man Le, Ralph Samer, Martin Stettinger:
Towards Social Choice-based Explanations in Group Recommender Systems. UMAP 2019: 13-21
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Thi Ngoc Trang Tran, Alexander Felfernig, Viet Man Le, Müslüm Atas, Martin Stettinger, Ralph Samer:
User Interfaces for Counteracting Decision Manipulation in Group Recommender Systems. UMAP (Adjunct Publication) 2019: 93-98
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Muesluem Atas, Ralph Samer, Alexander Felfernig, Thi Ngoc Trang Tran, Seda Polat Erdeniz, Martin Stettinger:
Socially-Aware Diagnosis for Constraint-Based Recommendation. UMAP 2019: 121-129
2018
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Thi Ngoc Trang Tran, Müslüm Atas, Alexander Felfernig, Martin Stettinger:
An overview of recommender systems in the healthy food domain. J. Intell. Inf. Syst. 50(3): 501-526 (2018)
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Muesluem Atas, Thi Ngoc Trang Tran, Ralph Samer, Alexander Felfernig, Martin Stettinger, Davide Fucci:
Liquid Democracy in Group-based Configuration. ConfWS 2018: 93-98
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Muesluem Atas, Thi Ngoc Trang Tran, Alexander Felfernig, Ralph Samer:
Socially-Aware Recommendation for Over-Constrained Problems. IEA/AIE 2018: 267-278
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Seda Polat Erdeniz, Ilias Maglogiannis, Andreas Menychtas, Alexander Felfernig, Thi Ngoc Trang Tran:
Recommender Systems for IoT Enabled m-Health Applications. AIAI (Workshops) 2018: 227-237
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Thi Ngoc Trang Tran, Müslüm Atas, Alexander Felfernig, Ralph Samer, Martin Stettinger:
Investigating Serial Position Effects in Sequential Group Decision Making. UMAP 2018: 239-243
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Muesluem Atas, Stefan Reiterer, Alexander Felfernig, Thi Ngoc Trang Tran, Martin Stettinger:
Polarization Effects in Group Decisions. UMAP (Adjunct Publication) 2018: 305-310
2017
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Seda Polat Erdeniz, Alexander Felfernig, Muesluem Atas, Thi Ngoc Trang Tran, Michael Jeran, Martin Stettinger:
Cluster-Specific Heuristics for Constraint Solving. IEA/AIE (1) 2017: 21-30
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Alexander Felfernig, Muesluem Atas, Thi Ngoc Trang Tran, Martin Stettinger, Seda Polat Erdeniz, Gerhard Leitner:
An Analysis of Group Recommendation Heuristics for High- and Low-Involvement Items. IEA/AIE (1) 2017: 335-344
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Müslüm Atas, Alexander Felfernig, Martin Stettinger, Thi Ngoc Trang Tran:
Beyond Item Recommendation: Using Recommendations to Stimulate Knowledge Sharing in Group Decisions. SocInfo (2) 2017: 368-377

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