Dorota Glowacka

According to our database, Dorota Glowacka authored at least 72 papers between 2009 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

Sample, Nudge and Rank: Exploiting Interpretable GAN Controls for Exploratory Search.

Yang Liu, Alan Medlar, Dorota Glowacka

Proceedings of the 29th International Conference on Intelligent User Interfaces, 2024

The Dark Matter of Serendipity in Recommender Systems.

Denis Kotkov, Alan Medlar, Triin Kask, Dorota Glowacka

Proceedings of the 2024 ACM SIGIR Conference on Human Information Interaction and Retrieval, 2024

2023

Unexplored Frontiers: A Review of Empirical Studies of Exploratory Search.

Alan Medlar, Denis Kotkov, Dorota Glowacka

CoRR, 2023

On the Consistency, Discriminative Power and Robustness of Sampled Metrics in Offline Top-N Recommender System Evaluation.

Yang Liu, Alan Medlar, Dorota Glowacka

Proceedings of the 17th ACM Conference on Recommender Systems, 2023

What We Evaluate When We Evaluate Recommender Systems: Understanding Recommender Systems' Performance using Item Response Theory.

Yang Liu, Alan Medlar, Dorota Glowacka

Proceedings of the 17th ACM Conference on Recommender Systems, 2023

Rethinking Serendipity in Recommender Systems.

Denis Kotkov, Alan Medlar, Dorota Glowacka

Proceedings of the 2023 Conference on Human Information Interaction and Retrieval, 2023

2022

Lexical ambiguity detection in professional discourse.

Yang Liu, Alan Medlar, Dorota Glowacka

Inf. Process. Manag., 2022

Nobody Wants to Work Anymore: An Analysis of r/antiwork and the Interplay between Social and Mainstream Media during the Great Resignation.

Alan Medlar, Yang Liu, Dorota Glowacka

CoRR, 2022

Critiquing-based Modeling of Subjective Preferences.

Alan Medlar, Jing Li, Yang Liu, Dorota Glowacka

Proceedings of the UMAP '22: 30th ACM Conference on User Modeling, Adaptation and Personalization, Barcelona, Spain, July 4, 2022

ROGUE: A System for Exploratory Search of GANs.

Yang Liu, Alan Medlar, Dorota Glowacka

Proceedings of the SIGIR '22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, July 11, 2022

Rating consistency is consistently underrated: an exploratory analysis of movie-tag rating inconsistency.

Denis Kotkov, Alan Medlar, Umesh Raj Satyal, Alexandr V. Maslov, Mats Neovius, Dorota Glowacka

Proceedings of the SAC '22: The 37th ACM/SIGAPP Symposium on Applied Computing, Virtual Event, April 25, 2022

The Tag Genome Dataset for Books.

Denis Kotkov, Alan Medlar, Alexandr V. Maslov, Umesh Raj Satyal, Mats Neovius, Dorota Glowacka

Proceedings of the CHIIR '22: ACM SIGIR Conference on Human Information Interaction and Retrieval, Regensburg, Germany, March 14, 2022

2021

Game over?: a review of gamification in information retrieval.

Alan Medlar, Dorota Glowacka

SIGIR Forum, 2021

The Critique of Crowds: Using Collective Criticism to Crowdsource Subjective Preferences.

Alan Medlar, Jing Li, Yang Liu, Dorota Glowacka

CoRR, 2021

Fourth Workshop on Exploratory Search and Interactive Data Analytics (ESIDA).

Dorota Glowacka, Evangelos E. Milios, Axel J. Soto, Osnat Mokryn, Fernando V. Paulovich, Denis Parra

Proceedings of the IUI '21: 26th International Conference on Intelligent User Interfaces, 2021

Can Language Models Identify Wikipedia Articles with Readability and Style Issues?

Yang Liu, Alan Medlar, Dorota Glowacka

Proceedings of the ICTIR '21: The 2021 ACM SIGIR International Conference on the Theory of Information Retrieval, 2021

Statistically Significant Detection of Semantic Shifts using Contextual Word Embeddings.

Yang Liu, Alan Medlar, Dorota Glowacka

Proceedings of the 2nd Workshop on Evaluation and Comparison of NLP Systems, 2021

Exploratory Search of GANs with Contextual Bandits.

Ivan Kropotov, Alan Medlar, Dorota Glowacka

Proceedings of the CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1, 2021

Query Suggestions as Summarization in Exploratory Search.

Alan Medlar, Jing Li, Dorota Glowacka

Proceedings of the CHIIR '21: ACM SIGIR Conference on Human Information Interaction and Retrieval, 2021

RL4HCI: Reinforcement Learning for Humans, Computers, and Interaction.

Dorota Glowacka, Andrew Howes, Jussi P. P. Jokinen, Antti Oulasvirta, Özgür Simsek

Proceedings of the CHI '21: CHI Conference on Human Factors in Computing Systems, 2021

2020

Introduction to Bandits in Recommender Systems.

Andrea Barraza-Urbina, Dorota Glowacka

Proceedings of the RecSys 2020: Fourteenth ACM Conference on Recommender Systems, 2020

2019

"Exploratory search: user behaviour and search engine adaptation" by Alan Medlar and Dorota G?owacka with Martin Vesely as coordinator.

Alan Medlar, Dorota Glowacka

SIGWEB Newsl., 2019

Bandit Algorithms in Information Retrieval.

Dorota Glowacka

Found. Trends Inf. Retr., 2019

Can Models of Author Intention Support Quality Assessment of Content?

Arlene J. Casey, Bonnie Webber, Dorota Glowacka

Proceedings of the 4th Joint Workshop on Bibliometric-enhanced Information Retrieval and Natural Language Processing for Digital Libraries (BIRNDL 2019) co-located with the 42nd International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2019), 2019

Bandit algorithms in recommender systems.

Dorota Glowacka

Proceedings of the 13th ACM Conference on Recommender Systems, 2019

Classifying Author Intention for Writer Feedback in Related Work.

Arlene Casey, Bonnie L. Webber, Dorota Glowacka

Proceedings of the International Conference on Recent Advances in Natural Language Processing, 2019

Third workshop on exploratory search and interactive data analytics (ESIDA).

Dorota Glowacka, Evangelos E. Milios, Axel J. Soto, Fernando Vieira Paulovich, Denis Parra, Osnat Mokryn

Proceedings of the 24th International Conference on Intelligent User Interfaces: Companion, 2019

How Relevance Feedback is Framed Affects User Experience, but not Behaviour.

Dhruv Tripathi, Alan Medlar, Dorota Glowacka

Proceedings of the 2019 Conference on Human Information Interaction and Retrieval, 2019

Holes in the Outline: Subject-dependent Abstract Quality and its Implications for Scientific Literature Search.

Chien-Yu Huang, Arlene Casey, Dorota Glowacka, Alan Medlar

Proceedings of the 2019 Conference on Human Information Interaction and Retrieval, 2019

A Framework for Annotating 'Related Works' to Support Feedback to Novice Writers.

Arlene Casey, Bonnie Webber, Dorota Glowacka

Proceedings of the 13th Linguistic Annotation Workshop, 2019

2018

Interactive Intent Modeling for Exploratory Search.

Tuukka Ruotsalo, Jaakko Peltonen, Manuel J. A. Eugster, Dorota Glowacka, Patrik Floréen, Petri Myllymäki, Giulio Jacucci, Samuel Kaski

ACM Trans. Inf. Syst., 2018

How Consistent is Relevance Feedback in Exploratory Search?

Alan Medlar, Dorota Glowacka

Proceedings of the 27th ACM International Conference on Information and Knowledge Management, 2018

2017

Dynamic Exploratory Search in Content-Based Image Retrieval.

Joel Pyykkö, Dorota Glowacka

Proceedings of the Image Analysis - 20th Scandinavian Conference, 2017

Exploring Scientific Literature Search through Topic Models.

Amin Sorkhei, Kalle Ilves, Dorota Glowacka

Proceedings of the 2017 ACM Workshop on Exploratory Search and Interactive Data Analytics, 2017

Towards Fine-Grained Adaptation of Exploration/Exploitation in Information Retrieval.

Alan Medlar, Joel Pyykkö, Dorota Glowacka

Proceedings of the 22nd International Conference on Intelligent User Interfaces, 2017

Exploratory Search and Interactive Data Analytics.

Dorota Glowacka, Evangelos E. Milios, Axel J. Soto, Fernando Vieira Paulovich

Proceedings of the Companion Publication of the 22nd International Conference on Intelligent User Interfaces, 2017

Bandit Algorithms in Interactive Information Retrieval.

Dorota Glowacka

Proceedings of the ACM SIGIR International Conference on Theory of Information Retrieval, 2017

Using Topic Models to Assess Document Relevance in Exploratory Search User Studies.

Alan Medlar, Dorota Glowacka

Proceedings of the 2017 Conference on Conference Human Information Interaction and Retrieval, 2017

2016

Is exploratory search different? A comparison of information search behavior for exploratory and lookup tasks.

Kumaripaba Athukorala, Dorota Glowacka, Giulio Jacucci, Antti Oulasvirta, Jilles Vreeken

J. Assoc. Inf. Sci. Technol., 2016

Image Retrieval with a Bayesian Model of Relevance Feedback.

Dorota Glowacka, Yee Whye Teh, John Shawe-Taylor

CoRR, 2016

Interactive Modeling of Concept Drift and Errors in Relevance Feedback.

Antti Kangasrääsiö, Yi Chen, Dorota Glowacka, Samuel Kaski

Proceedings of the 2016 Conference on User Modeling Adaptation and Personalization, 2016

Interactive Content-Based Image Retrieval with Deep Neural Networks.

Joel Pyykkö, Dorota Glowacka

Proceedings of the Symbiotic Interaction, 2016

PULP: A System for Exploratory Search of Scientific Literature.

Alan Medlar, Kalle Ilves, Ping Wang, Wray L. Buntine, Dorota Glowacka

Proceedings of the 39th International ACM SIGIR conference on Research and Development in Information Retrieval, 2016

Dealing with Concept Drift in Exploratory Search: An Interactive Bayesian Approach.

Antti Kangasrääsiö, Yi Chen, Dorota Glowacka, Samuel Kaski

Proceedings of the Companion Publication of the 21st International Conference on Intelligent User Interfaces, 2016

Interactive Intent Modeling from Multiple Feedback Domains.

Pedram Daee, Joel Pyykkö, Dorota Glowacka, Samuel Kaski

Proceedings of the 21st International Conference on Intelligent User Interfaces, 2016

Beyond Relevance: Adapting Exploration/Exploitation in Information Retrieval.

Kumaripaba Athukorala, Alan Medlar, Antti Oulasvirta, Giulio Jacucci, Dorota Glowacka

Proceedings of the 21st International Conference on Intelligent User Interfaces, 2016

Deep Gate Recurrent Neural Network.

Yuan Gao, Dorota Glowacka

Proceedings of The 8th Asian Conference on Machine Learning, 2016

2015

SciNet: Interactive Intent Modeling for Information Discovery.

Tuukka Ruotsalo, Jaakko Peltonen, Manuel J. A. Eugster, Dorota Glowacka, Aki Reijonen, Giulio Jacucci, Petri Myllymäki, Samuel Kaski

Proceedings of the 38th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2015

FutureView: Enhancing Exploratory Image Search.

Sayantan Hore, Dorota Glowacka, Ilkka Kosunen, Kumaripaba Athukorala, Giulio Jacucci

Proceedings of the Joint Workshop on Interfaces and Human Decision Making for Recommender Systems, 2015

Improving Controllability and Predictability of Interactive Recommendation Interfaces for Exploratory Search.

Antti Kangasrääsiö, Dorota Glowacka, Samuel Kaski

Proceedings of the 20th International Conference on Intelligent User Interfaces, 2015

OfficeHours: A System for Student Supervisor Matching through Reinforcement Learning.

Yuan Gao, Kalle Ilves, Dorota Glowacka

Proceedings of the 20th International Conference on Intelligent User Interfaces Companion, 2015

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, Giulio Jacucci

Proceedings of the 20th International Conference on Intelligent User Interfaces, 2015

Visualizing User Model in Exploratory Search Tasks.

Kalle Ilves, Alan Medlar, Dorota Glowacka

Proceedings of the 4th Workshop on Machine Learning for Interactive Systems, 2015

Balancing Exploration and Exploitation: Empirical Parameterization of Exploratory Search Systems.

Kumaripaba Athukorala, Alan Medlar, Kalle Ilves, Dorota Glowacka

Proceedings of the 24th ACM International Conference on Information and Knowledge Management, 2015

2014

Balancing Exploration - Exploitation in Image Retrieval.

Dorota Glowacka, Sayantan Hore

Proceedings of the Posters, 2014

Supporting Exploratory Search Through User Modeling.

Kumaripaba Athukorala, Antti Oulasvirta, Dorota Glowacka, Jilles Vreeken, Giulio Jacucci

Proceedings of the Posters, 2014

Interaction Model to Predict Subjective-Specificity of Search Results.

Kumaripaba Athukorala, Antti Oulasvirta, Dorota Glowacka, Jilles Vreeken, Giulio Jacucci

Proceedings of the Posters, 2014

A Reinforcement Learning Approach to Query-Less Image Retrieval.

Sayantan Hore, Lasse Tyrvainen, Joel Pyykko, Dorota Glowacka

Proceedings of the Symbiotic Interaction - Third International Workshop, 2014

ImSe: Exploratory Time-Efficient Image Retrieval System.

Ksenia Konyushkova, Dorota Glowacka

Proceedings of the Information Retrieval, 2014

Narrow or Broad?: Estimating Subjective Specificity in Exploratory Search.

Kumaripaba Athukorala, Antti Oulasvirta, Dorota Glowacka, Jilles Vreeken, Giulio Jacucci

Proceedings of the 23rd ACM International Conference on Conference on Information and Knowledge Management, 2014

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, Samuel Kaski

Proceedings of the CHI Conference on Human Factors in Computing Systems, 2014

2013

SwiftLink: parallel MCMC linkage analysis using multicore CPU and GPU.

Alan Medlar, Dorota Glowacka, Horia Stanescu, Kevin Bryson, Robert Kleta

Bioinform., 2013

SciNet: a system for browsing scientific literature through keyword manipulation.

Dorota Glowacka, Tuukka Ruotsalo, Ksenia Konyushkova, Kumaripaba Athukorala, Samuel Kaski, Giulio Jacucci

Proceedings of the 18th International Conference on Intelligent User Interfaces, 2013

Directing exploratory search: reinforcement learning from user interactions with keywords.

Dorota Glowacka, Tuukka Ruotsalo, Ksenia Konyushkova, Kumaripaba Athukorala, Samuel Kaski, Giulio Jacucci

Proceedings of the 18th International Conference on Intelligent User Interfaces, 2013

Content-based image retrieval with hierarchical Gaussian Process bandits with self-organizing maps.

Ksenia Konyushkova, Dorota Glowacka

Proceedings of the 21st European Symposium on Artificial Neural Networks, 2013

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, Samuel Kaski

Proceedings of the 22nd ACM International Conference on Information and Knowledge Management, 2013

Supporting exploratory search tasks with interactive user modeling.

Tuukka Ruotsalo, Kumaripaba Athukorala, Dorota Glowacka, Ksenia Konyushkova, Antti Oulasvirta, Samuli Kaipiainen, Samuel Kaski, Giulio Jacucci

Proceedings of the Beyond the Cloud: Rethinking Information Boundaries, 2013

2012

Learning from interaction : models and applications.

Dorota Glowacka

PhD thesis, 2012

Preface.

Dorota Glowacka, Louis Dorard, John Shawe-Taylor

Proceedings of the Workshop on On-line Trading of Exploration and Exploitation 2, 2012

2011

Introduction to the Special Topic on Grammar Induction, Representation of Language and Language Learning.

Dorota Glowacka, John Shawe-Taylor, Alexander Clark, Colin de la Higuera, Mark Johnson

J. Mach. Learn. Res., 2011

2010

Content-based Image Retrieval with Multinomial Relevance Feedback.

Dorota Glowacka, John Shawe-Taylor

Proceedings of the 2nd Asian Conference on Machine Learning, 2010

2009

Prior Knowledge in Learning Finite Parameter Spaces.

Dorota Glowacka, Louis Dorard, Alan Medlar, John Shawe-Taylor

Proceedings of the Formal Grammar - 14th International Conference, 2009