2024
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Read the Fine Print: Assessing the User Experience of Reading in High Resolution Virtual Reality
Daniel Koch, Alan Medlar, Dorota Glowacka.
CHI 2024 (to appear).
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Behind the Scenes: Adapting Cinematography and Editing Concepts to Navigation in Virtual Reality
Alan Medlar, Mari Lehtikari, Dorota Glowacka.
CHI 2024 (to appear).
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Sample, Nudge and Rank: Exploiting Interpretable GAN Controls for Exploratory Search
Yang Liu, Alan Medlar, Dorota Glowacka.
IUI 2024 (to appear).
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The Dark Matter of Serendipity in Recommender Systems
Denis Kotkov, Alan Medlar, Triin Kask, Dorota Glowacka.
CHIIR 2024 (to appear).
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2023
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On the Consistency, Discriminative Power and Robustness of Sampled Metrics in Offline Top-n Recommender System Evaluation
Yang Liu, Alan Medlar, Dorota Glowacka.
RecSys 2023.
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What We Evaluate When We Evaluate Recommender Systems: Understanding Recommender Systems’ Performance using Item Response Theory
Yang Liu, Alan Medlar, Dorota Glowacka.
RecSys 2023.
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Rethinking Serendipity in Recommender Systems
Denis Kotkov, Alan Medlar, Dorota Glowacka.
CHIIR 2023.
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2022
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Lexical ambiguity detection in professional discourse
Yang Liu, Alan Medlar, Dorota Glowacka.
Information Processing and Management.
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Critiquing-based Modeling of Subjective Preferences
Alan Medlar, Jing Li, Yang Liu, Dorota Glowacka.
UMAP 2022.
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ROGUE: A System for Exploratory Search of GANs
Yang Liu, Alan Medlar, Dorota Glowacka.
SIGIR 2022.
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Rating Consistency is Consistently Underrated: An Exploratory Analysis of Movie-Tag Rating Inconsistency.
Denis Kotkov, Alan Medlar, Umesh Satyal, Alexandr Maslov, Mats Neovius, Dorota Glowacka.
SAC 2022.
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The Tag Genome Dataset for Books
Denis Kotkov, Alan Medlar, Alexandr Maslov, Umesh Satyal, Mats Neovius, Dorota Glowacka.
CHIIR 2022.
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Game Over? A Review of Gamification in Information Retrieval
Alan Medlar, Dorota Glowacka.
ACM SIGIR Forum 55 (2), 1-18.
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2021
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Exploratory Search of GANs with Contextual Bandits.
Ivan Kropotov, Alan Medlar, Dorota Glowacka.
CIKM 2021.
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Statistically Significant Detection of Semantic Shifts using Contextual Word Embeddings.
Yang Liu, Alan Medlar, Dorota Glowacka.
Eval4NLP.
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Can Language Models Identify Wikipedia Articles with Readability and Style Issues?.
Yang Liu, Alan Medlar, Dorota Glowacka.
ICTIR 2021.
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Query Suggestions as Summarization in Exploratory Search.
Alan Medlar, Jing Li, Dorota Glowacka.
CHIIR 2021.
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2020
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Exploratory Search: User Behaviour and Search Engine Adaptation.
Alan Medlar, Dorota Glowacka.
ACM SIGWEB Newsletter.
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2019
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Can Models of Author Intention Support Quality Assessment of Content?.
Arlene Casey, Bonnie Webber, Dorota Glowacka.
BIRNDL 2019.
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A Framework for Annotating ‘Related Works’ to Support Feedback to Novice Writers.
Arlene Casey, Bonnie Webber, Dorota Glowacka.
LAW13.
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Bandit Algorithms in Information Retrieval.
Dorota Glowacka.
Foundations and Trends in Information Retrieval, now Publishers.
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Holes in the Outline: Subject-dependent Abstract Quality and its Implications for Scientific Literature Search.
Chien-yu Huang, Arlene Casey, Dorota Glowacka, Alan Medlar.
CHIIR 2019.
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How Relevance Feedback is Framed Affects User Experience, but not Behaviour.
Dhruv Tripathi, Alan Medlar, Dorota Glowacka.
CHIIR 2019.
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2018
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How Consistent is Relevance Feedback in Exploratory Search?.
Alan Medlar and Dorota Glowacka.
CIKM 2018.
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Interactive Intent Modeling for Exploratory Search.
Tuukka Ruotsalo, Jaakko Peltonen, Manuel JA Eugster, Dorota Głowacka, Patrik Floréen, Petri Myllymäki, Giulio Jacucci and Samuel Kaski.
TOIS, 36 (4), Article 44.
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2017
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Bandit algorithms in interactive information retrieval.
Dorota Glowacka.
ICTIR 2017.
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Dynamic exploratory search in content-based image retrieval.
Joel Pyykkö and Dorota Glowacka.
SCIA 2017.
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Towards fine-grained adaptation of exploration/exploitation in information retrieval.
Alan Medlar, Joel Pyykkö, and Dorota Glowacka.
IUI 2017.
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Exploratory Search and Interactive Data Analytics.
Dorota Glowacka, Evangelos E. Milios, Axel J. Soto, and Fernando Vieira Paulovich.
IUI 2017.
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Exploring scientific literature search through topic models.
Amin Sorkhei, Kalle Ilves, and Dorota Glowacka.
ESIDA 2017.
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Using topic models to assess document relevance in exploratory search user studies.
Alan Medlar and Dorota Glowacka.
CHIIR 2017.
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2016
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Is exploratory search different? A comparison of information search behavior for exploratory and lookup tasks.
Kumaripaba Athukorala, Dorota Glowacka, Giulio Jacucci, Antti Oulasvirta, and Jilles Vreeken.
JASIST 67 (11), 2635-2651.
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Deep gate recurrent neural network.
Yuan Gao and Dorota Glowacka.
ACML 2016.
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Dealing with concept drift in exploratory search: An interactive Bayesian approach.
Antti Kangasrääsiö, Yi Chen, Dorota Glowacka, and Samuel Kaski.
IUI 2016.
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Interactive intent modeling from multiple feedback domains.
Pedram Daee, Joel Pyykkö, Dorota Glowacka, and Samuel Kaski.
IUI 2016.
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Beyond relevance: Adapting exploration/exploitation in information retrieval.
Kumaripaba Athukorala, Alan Medlar, Antti Oulasvirta, Giulio Jacucci, and Dorota Glowacka.
IUI 2016.
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PULP: A system for exploratory search of scientific literature.
Alan Medlar, Kalle Ilves, Ping Wang, Wray L. Buntine, and Dorota Glowacka.
SIGIR 2016.
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Interactive content-based image retrieval with deep neural networks.
Joel Pyykkö and Dorota Glowacka.
Symbiotic 2016.
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Interactive modeling of concept drift and errors in relevance feedback.
Antti Kangasrääsiö, Yi Chen, Dorota Glowacka, and Samuel Kaski.
UMAP 2016.
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Image retrieval with a Bayesian model of relevance feedback.
Dorota Glowacka, Yee Whye Teh, and John Shawe-Taylor.
arXiv (preprint).
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2015
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Balancing exploration and exploitation: Empirical parameterization of exploratory search systems.
Kumaripaba Athukorala, Alan Medlar, Kalle Ilves, and Dorota Glowacka.
CIKM 2015.
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Visualizing user model in exploratory search tasks.
Kalle Ilves, Alan Medlar, and Dorota Glowacka.
MLIS 2015.
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OfficeHours: A system for student supervisor matching through reinforcement learning.
Yuan Gao, Kalle Ilves, and Dorota Glowacka.
IUI 2015.
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Improving controllability and predictability of interactive recommendation interfaces for exploratory search.
Antti Kangasrääsiö, Dorota Glowacka, and Samuel Kaski.
IUI 2015.
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IntentStreams: Smart parallel search streams for branching exploratory search.
Salvatore Andolina, Khalil Klouche, Jaakko Peltonen, Mohammad E. Hoque, Tuukka Ruotsalo, Diogo Cabral, Arto Klami, Dorota Glowacka, Patrik Floréen, and Giulio Jacucci.
IUI 2015.
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FutureView: Enhancing exploratory image search.
Sayantan Hore, Dorota Glowacka, Ilkka Kosunen, Kumaripaba Athukorala, and Giulio Jacucci.
IntRS 2015.
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SciNet: Interactive intent modeling for information discovery.
Tuukka Ruotsalo, Jaakko Peltonen, Manuel J. A. Eugster, Dorota Glowacka, Aki Reijonen, Giulio Jacucci, Petri Myllymäki, and Samuel Kaski.
SIGIR 2015.
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2014
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Intentradar: Search user interface that anticipates user's search intents.
Tuukka Ruotsalo, Jaakko Peltonen, Manuel J. A. Eugster, Dorota Glowacka, Aki Reijonen, Giulio Jacucci, Petri Myllymäki, and Samuel Kaski.
CHI 2014.
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A GPU-based interactive system for image retrieval.
Lasse Tyrvainen, Joel Pyykkö, and Dorota Glowacka
NIPS Workshop on Software Engineering for Machine Learning, 2014.
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Improving controllability and predictability of an interactive user model driven search interface.
Antti Kangasrääsiö, Dorota Glowacka, and Samuel Kaski
NIPS Workshop on Human Propelled Machine Learning, 2014.
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Interactive visualization of search intent for exploratory information retrieval.
Antti Kangasrääsiö, Dorota Glowacka, Tuukka Ruotsalo, Jaakko Peltonen, Manuel J. A. Eugster, Ksenia Konyushkova, Kumaripaba Athukorala, Ilkka Kosunen, Aki Reijonen, Petri Myllymäki, Giulio Jacucci, and Samuel Kaski
ICML Workshop on Crowdsourcing and Human Computing, 2014.
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Narrow or broad?: Estimating subjective specificity in exploratory search.
Kumaripaba Athukorala, Antti Oulasvirta, Dorota Glowacka, Jilles Vreeken, and Giulio Jacucci.
CIKM 2014.
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Low-dimensional information discovery and presentation system, apparatus and method.
Tuukka Ruotsalo, Jaakko Peltonen, Manuel J. A. Eugster, Petri Myllymäki, Giulio Jacucci, Samuel Kaski, and Dorota Glowacka
US Patent Application 14/501,292.
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ImSe: Exploratory time-efficient image retrieval system.
Ksenia Konyushkova and Dorota Glowacka.
RuSSIR 2014.
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A reinforcement learning approach to queryless image retrieval.
Sayantan Hore, Lasse Tyrvainen, Joel Pyykkö, and Dorota Glowacka.
Symbiotic 2014.
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Interaction model to predict subjective-specificity of search results.
Kumaripaba Athukorala, Antti Oulasvirta, Dorota Glowacka, Jilles Vreeken, and Giulio Jacucci.
UMAP 2014.
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Supporting exploratory search through user modeling.
Kumaripaba Athukorala, Antti Oulasvirta, Dorota Glowacka, Jilles Vreeken, and Giulio Jacucci.
UMAP 2014.
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Balancing exploration-exploitation in image retrieval.
Dorota Glowacka and Sayantan Hore.
UMAP 2014.
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2013
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SwiftLink: Parallel MCMC linkage analysis using multicore CPU and GPU.
Alan Medlar, Dorota Glowacka, Horia Stanescu, Kevin Bryson, and Robert Kleta.
Bioinformatics 29 (4), 413-419.
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Directing exploratory search with interactive intent modeling.
Tuukka Ruotsalo, Jaakko Peltonen, Manuel J. A. Eugster, Dorota Glowacka, Ksenia Konyushkova, Kumaripaba Athukorala, Ilkka Kosunen, Aki Reijonen, Petri Myllymäki, Giulio Jacucci, and Samuel Kaski.
CIKM 2013.
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Content-based image retrieval with hierarchical Gaussian process bandits with self-organizing maps.
Ksenia Konyushkova and Dorota Glowacka.
ESANN 2013.
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SciNet: A system for browsing scientific literature through keyword manipulation.
Dorota Glowacka, Tuukka Ruotsalo, Ksenia Konyushkova, Kumaripaba Athukorala, Samuel Kaski, and Giulio Jacucci.
IUI 2013.
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Directing exploratory search: Reinforcement learning from user interactions with keywords.
Dorota Glowacka, Tuukka Ruotsalo, Ksenia Konyushkova, Kumaripaba Athukorala, Samuel Kaski, and Giulio Jacucci.
IUI 2013.
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2012
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Learning from interaction: Models and applications.
Dorota Glowacka.
Ph.D. thesis, University College London, UK.
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2011
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Introduction to the special topic on grammar induction, representation of language and language learning.
Dorota Glowacka, John Shawe-Taylor, Alexander Clark, Colin Higuera, and Mark Johnson.
Journal of Machine Learning Research (JMLR).
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2010
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Content-based image retrieval with multinomial relevance feedback.
Dorota Glowacka and John Shawe-Taylor.
ACML 2010.
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2009
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Prior knowledge in learning finite parameter spaces.
Dorota Glowacka, Louis Dorard, Alan Medlar, and John Shawe-Taylor.
Formal Grammar 2009.
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