An overview of consensus models for group decision-making and group recommender systems

TNT Tran, A Felfernig, VM Le - User Modeling and User-Adapted …, 2024 - Springer
Group decision-making processes can be supported by group recommender systems that
help groups of users obtain satisfying decision outcomes. These systems integrate a …

Towards psychology-aware preference construction in recommender systems: Overview and research issues

M Atas, A Felfernig, S Polat-Erdeniz, A Popescu… - Journal of Intelligent …, 2021 - Springer
User preferences are a crucial input needed by recommender systems to determine relevant
items. In single-shot recommendation scenarios such as content-based filtering and …

Psychology-informed recommender systems

E Lex, D Kowald, P Seitlinger, TNT Tran… - … and trends® in …, 2021 - nowpublishers.com
Personalized recommender systems have become indispensable in today's online world.
Most of today's recommendation algorithms are data-driven and based on behavioral data …

Humanized recommender systems: State-of-the-art and research issues

TNT Tran, A Felfernig, N Tintarev - ACM Transactions on Interactive …, 2021 - dl.acm.org
Psychological factors such as personality, emotions, social connections, and decision
biases can significantly affect the outcome of a decision process. These factors are also …

Research directions in session-based and sequential recommendation: A preface to the special issue

D Jannach, B Mobasher, S Berkovsky - User Modeling and User-Adapted …, 2020 - Springer
Recommender systems are software applications that make tailored item suggestions to
users, usually with the goal of hel** them overcome information overload or make …

Modeling of Small Groups in Computational Sciences: A Prospecting Review

MH Jackson - Small Group Research, 2025 - journals.sagepub.com
Small group researchers are increasingly called to engage the computational sciences. One
challenge in answering this call is the lack of information concerning what the study of small …

[PDF][PDF] The Impacts of Primacy/Recency Effects on Item Review Sentiment Analysis.

B Gjergjizi, TNT Tran, A Felfernig - IntRS@ RecSys, 2022 - intrs2022.wordpress.com
Primacy/recency effects, also known as serial position effects, are cognitive biases triggered
when items are presented in the form of a list. Affected by these effects, users tend to recall …

Biases in group decisions

A Felfernig, M Atas, M Stettinger, TNT Tran… - … Systems: An Introduction, 2023 - Springer
Decision biases can be interpreted as tendencies to think and act in specific ways that result
in a systematic deviation of potentially rational and high-quality decisions. In this chapter, we …

[PDF][PDF] The Immunity of Users' Item Selection from Serial Position Effects in Multi-Attribute Item Recommendation Scenarios.

TNT Tran, CI Baumann, A Felfernig, VM Le - IntRS@ RecSys, 2021 - ceur-ws.org
Serial position effects are triggered in recommendation scenarios where users focus on
evaluating items shown at the beginning and at the end of a list. In this paper, we analyze …

The Influence of Commodity Presentation Mode on Online Shop** Decision Preference Induced by the Serial Position Effect

Z Zhu, N Peng, Y Niu, H Wang, C Xue - Applied Sciences, 2021 - mdpi.com
The information cluster that supports the final decision in a decision task is usually
presented as a series of information. According to the serial position effect, the decision …