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Psychological aspects in retrieval and recommendation
Markus Schedl, Elisabeth Lex, Marko Tkalčič, 2025, published scientific conference contribution abstract

Abstract: Psychological processes play a critical role in shaping users’ inter- actions with information retrieval (IR) and recommender systems (RS). Therefore, understanding human cognition, decision-making, and emotions is vital to enable user-centric retrieval and recommendation systems. Vice versa, understanding whether these aspects are also present in the systems themselves (e.g., in training data, ranking models, or outputs), or even injecting them on purpose, can inform the development of psychology-inspired systems. The purpose of this tutorial is to provide its attendees with an introduction to psychological concepts that are important in the ecosystem of search, retrieval, and recommendation, in particular, cognitive architectures, cognitive effects and biases, as well as personality and affect. Leveraging corresponding models allows its audience to build or refine psychology-informed IR and RS technology. The interdisciplinary tutorial requires intermediate expertise in terms of IR and RS, while we do not assume knowledge in psychology.
Keywords: recommender systems, emotions, personality
Published in RUP: 08.04.2026; Views: 243; Downloads: 9
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Klasifikacija čustev na podlagi podatkov EEG z uporabo značilk povezljivosti : zaključna naloga
Anja Popović, 2024, undergraduate thesis

Keywords: EEG, emotions, connectivity matrices, Granger causality, feature vectors, neural networks, classification
Published in RUP: 26.08.2024; Views: 1579; Downloads: 48
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Slovenski, italijanski in angleški frazemi s področja barv : magistrsko delo
Sara Kocjančič, 2019, master's thesis

Keywords: frazem, frazeologija, frazeološka enota, slovenščina, italijanščina, angleščina, barve, jezikovne univerzalije, čustva, asociacije, magistrske naloge, idiom, phraseology, phraseological unit, Slovenian, Italian, English, colours, linguistic universals, emotions, associations
Published in RUP: 11.12.2019; Views: 4879; Downloads: 174
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A cognitive definition of one in love and an object of love in the context of the conceptualisation of love by teenagers
Wiga Bednarkowa, 2005, original scientific article

Keywords: cognitive linguistics, language of emotions, conventionalised imagery, love, cognitive discourse
Published in RUP: 10.07.2015; Views: 4338; Downloads: 40
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