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University of Antwerp: Antwerp, BE

2019-01-01 to 2023-01-01 | PhD Researcher (Information Science)
Employment
Source: Self-asserted source
Lien Michiels

Works (12)

Methodologies to evaluate recommender systems

2024 | Dissertation or Thesis
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Crossref

GenUI(ne) CRS: UI Elements and Retrieval-Augmented Generation in Conversational Recommender Systems with LLMs

2024-10-08 | Conference paper
Contributors: Ulysse Maes; Lien Michiels; Annelien Smets
Source: check_circle
Crossref

Informed Dataset Selection with ‘Algorithm Performance Spaces’

2024-10-08 | Conference paper
Contributors: Joeran Beel; Lukas Wegmeth; Lien Michiels; Steffen Schulz
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Crossref

NORMalize 2024: The Second Workshop on Normative Design and Evaluation of Recommender Systems

2024-10-08 | Conference paper
Contributors: Alain Starke; Sanne Vrijenhoek; Lien Michiels; Johannes Kruse; Nava Tintarev
Source: check_circle
Crossref

NORMalize: A Tutorial on the Normative Design and Evaluation of Information Access Systems

2024-03-10 | Conference paper
Contributors: Johannes Kruse; Lien Michiels; Alain Starke; Nava Tintarev; Sanne Vrijenhoek
Source: check_circle
Crossref

A framework and toolkit for testing the correctness of recommendation algorithms

ACM Transactions on Recommender Systems
2023 | Journal article | Author
Part of ISSN: 2770-6699
OTHER-ID:

c:irua:197115

Contributors: Lien Michiels; Robin Verachtert; Andres Ferraro; Kim Falk; Bart Goethals
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University of Antwerp
grade
Preferred source (of 2)‎

The Impact of a Popularity Punishing Hyperparameter on ItemKNN Recommendation Performance

2023 | Book chapter
Contributors: Robin Verachtert; Jeroen Craps; Lien Michiels; Bart Goethals
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Crossref

How Should We Measure Filter Bubbles? A Regression Model and Evidence for Online News

2023-09-14 | Conference paper
Contributors: Lien Michiels; Jorre Vannieuwenhuyze; Jens Leysen; Robin Verachtert; Annelien Smets; Bart Goethals
Source: check_circle
Crossref

NORMalize: The First Workshop on Normative Design and Evaluation of Recommender Systems

2023-09-14 | Conference paper
Contributors: Sanne Vrijenhoek; Lien Michiels; Johannes Kruse; Alain Starke; Nava Tintarev; Jordi Viader Guerrero
Source: check_circle
Crossref

RecPack: An(other) Experimentation Toolkit for Top-N Recommendation using Implicit Feedback Data

Sixteenth ACM Conference on Recommender Systems
2022-09-18 | Conference poster
Contributors: Lien Michiels
Source: Self-asserted source
Lien Michiels

What Are Filter Bubbles Really? A Review of the Conceptual and Empirical Work

Adjunct Proceedings of the 30th ACM Conference on User Modeling, Adaptation and Personalization
2022-07-04 | Conference paper
Contributors: Lien Michiels
Source: Self-asserted source
Lien Michiels

Interpretable Model for Collaborative Filtering Using an Extended Latent Dirichlet Allocation Approach

The International FLAIRS Conference Proceedings
2022-05-04 | Conference paper
Part of ISSN: 2334-0762
Contributors: Lien Michiels
Source: Self-asserted source
Lien Michiels

Peer review (1 review for 1 publication/grant)

Review activity for Data mining and knowledge discovery. (1)