Alan Said

Martijn C. Willemsen

Leandro Balby Marinho

Itallo Silva

Proceedings of the International Conference on Human-Agent Interaction, 2023

2022

Report on the 2nd Workshop on the Perspectives on the Evaluation of Recommender Systems (PERSPECTIVES 2022) at RecSys 2022.

[BibT_eX]

[DOI]

SIGIR Forum, December, 2022

Research directions in recommender systems for health and well-being.

[BibT_eX]

[DOI]

Hanna Hauptmann

Christoph Trattner

User Model. User Adapt. Interact., 2022

Second Workshop: Perspectives on the Evaluation of Recommender Systems (PERSPECTIVES 2022).

[BibT_eX]

[DOI]

Proceedings of the RecSys '22: Sixteenth ACM Conference on Recommender Systems, Seattle, WA, USA, September 18, 2022

Social Drones for Health and Well-being.

[BibT_eX]

[DOI]

Proceedings of the NordiCHI '22: Adjunct Proceedings of the Nordic Human-Computer Interaction Conference, Aarhus, Denmark, October 8, 2022

2021

Improving accountability in recommender systems research through reproducibility.

[BibT_eX]

[DOI]

User Model. User Adapt. Interact., 2021

Report on the 1st workshop on the perspectives on the evaluation of recommender systems (PERSPECTIVES 2021) at RecSys 2021.

[BibT_eX]

[DOI]

SIGIR Forum, 2021

Affective Colormap Design for Accurate Visual Comprehension in Industrial Tomography.

[BibT_eX]

[DOI]

Sensors, 2021

Perspectives on the Evaluation of Recommender Systems (PERSPECTIVES).

[BibT_eX]

[DOI]

Proceedings of the RecSys '21: Fifteenth ACM Conference on Recommender Systems, Amsterdam, The Netherlands, 27 September 2021, 2021

Prediction Accuracy and Autonomy.

[BibT_eX]

[DOI]

Anton Angwald

Kalle Areskoug

Amira A. Soliman El Hosary

Proceedings of the Perspectives on the Evaluation of Recommender Systems Workshop 2021 co-located with the 15th ACM Conference on Recommender Systems (RecSys 2021), 2021

2020

Task-based Colormap Design Supporting Visual Comprehension in Process Tomography.

[BibT_eX]

[DOI]

Proceedings of the 22nd Eurographics Conference on Visualization, 2020

Fifth International Workshop on Health Recommender Systems (HealthRecSys 2020).

[BibT_eX]

[DOI]

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

2019

IDM-WSDM 2019: Workshop on Interactive Data Mining.

[BibT_eX]

[DOI]

Proceedings of the Twelfth ACM International Conference on Web Search and Data Mining, 2019

Fourth international workshop on health recommender systems (HealthRecSys 2019).

[BibT_eX]

[DOI]

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

Eliciting Structures in Data.

[BibT_eX]

[DOI]

Ahmad Al-Shishtawy

Juhee Bae

Mohamed-Rafik Bouguelia

Göran Falkman

Sarunas Girdzijauskas

Proceedings of the Joint Proceedings of the ACM IUI 2019 Workshops co-located with the 24th ACM Conference on Intelligent User Interfaces (ACM IUI 2019), 2019

Data Science: An Introduction.

[BibT_eX]

[DOI]

Vicenç Torra

Proceedings of the Data Science in Practice, 2019

Information Retrieval and Recommender Systems.

[BibT_eX]

[DOI]

Proceedings of the Data Science in Practice, 2019

2018

Recommender Systems Evaluation.

[BibT_eX]

[DOI]

Proceedings of the Encyclopedia of Social Network Analysis and Mining, 2nd Edition, 2018

Coherence and inconsistencies in rating behavior: estimating the magic barrier of recommender systems.

[BibT_eX]

[DOI]

User Model. User Adapt. Interact., 2018

Third international workshop on health recommender systems (healthrecsys 2018).

[BibT_eX]

[DOI]

Proceedings of the 12th ACM Conference on Recommender Systems, 2018

2nd workshop on recommendation in complex scenarios (complexrec 2018).

[BibT_eX]

[DOI]

Proceedings of the 12th ACM Conference on Recommender Systems, 2018

Offline and Online Evaluation of Recommendations.

[BibT_eX]

[DOI]

Proceedings of the Collaborative Recommendations, 2018

2017

User Nutrition Modelling and Recommendation: Balancing Simplicity and Complexity.

[BibT_eX]

[DOI]

Proceedings of the Adjunct Publication of the 25th Conference on User Modeling, 2017

UMAP 2017 Workshop on Surprise, Opposition, and Obstruction in Adaptive and Personalized Systems: Organizers' Welcome & Organization.

[BibT_eX]

[DOI]

Proceedings of the Adjunct Publication of the 25th Conference on User Modeling, 2017

Second Workshop on Health Recommender Systems: (HealthRecSys 2017).

[BibT_eX]

[DOI]

Proceedings of the Eleventh ACM Conference on Recommender Systems, 2017

Workshop on Recommendation in Complex Scenarios: (ComplexRec 2017).

[BibT_eX]

[DOI]

Proceedings of the Eleventh ACM Conference on Recommender Systems, 2017

Towards Health (Aware) Recommender Systems.

[BibT_eX]

[DOI]

Proceedings of the 2017 International Conference on Digital Health, 2017

A Billiard Metaphor for Exploring Complex Graphs.

[BibT_eX]

[DOI]

Proceedings of the Second Workshop on Supporting Complex Search Tasks co-located with the ACM SIGIR Conference on Human Information Interaction & Retrieval (CHIIR 2017), 2017

2016

Introduction to the Special Issue on Recommender System Benchmarking.

[BibT_eX]

[DOI]

ACM Trans. Intell. Syst. Technol., 2016

A Short History of the RecSys Challenge.

[BibT_eX]

[DOI]

AI Mag., 2016

Engendering Health with Recommender Systems.

[BibT_eX]

[DOI]

Proceedings of the 10th ACM Conference on Recommender Systems, 2016

2015

Non-transparent recommender system evaluation leads to misleading results.

[BibT_eX]

[DOI]

Tiny Trans. Comput. Sci., 2015

The Not-so-Magic Magic Barrier of Recommender Systems.

[BibT_eX]

[DOI]

Tiny Trans. Comput. Sci., 2015

Predicting Cyber Vulnerability Exploits with Machine Learning.

[BibT_eX]

[DOI]

Michel Edkrantz

Proceedings of the Thirteenth Scandinavian Conference on Artificial Intelligence, 2015

Replicable Evaluation of Recommender Systems.

[BibT_eX]

[DOI]

Proceedings of the 9th ACM Conference on Recommender Systems, 2015

5th Workshop on Context-Awareness in Retrieval and Recommendation.

[BibT_eX]

[DOI]

Fabio Crestani

David Elsweiler

Proceedings of the Advances in Information Retrieval, 2015

Bringing the "healthy" into Food Recommenders.

[BibT_eX]

[DOI]

Proceedings of the 2nd International Workshop on Decision Making and Recommender Systems, 2015

Predicting Vulnerability Exploits in the Wild.

[BibT_eX]

[DOI]

Michel Edkrantz

Staffan Truvé

Proceedings of the IEEE 2nd International Conference on Cyber Security and Cloud Computing, 2015

2014

Report on the 4th Workshop on Context-awareness in Retrieval and Recommendation (CaRR 2014).

[BibT_eX]

[DOI]

Daniele Quercia

SIGIR Forum, 2014

Report on the workshop on reproducibility and replication in recommender systems evaluation (RepSys).

[BibT_eX]

[DOI]

SIGIR Forum, 2014

RiVal: A New Benchmarking Toolkit for Recommender Systems.

[BibT_eX]

[DOI]

ERCIM News, 2014

User-Item Reciprocity in Recommender Systems: Incentivizing the Crowd.

[BibT_eX]

[DOI]

Alexandros Karatzoglou

Frank Hopfgartner

Roberto Turrin

Joost Geurts

Proceedings of the Posters, 2014

The Magic Barrier of Recommender Systems - No Magic, Just Ratings.

[BibT_eX]

[DOI]

Arjen P. de Vries

Proceedings of the User Modeling, Adaptation, and Personalization, 2014

An Extended Data Model Format for Composite Recommendation.

[BibT_eX]

[DOI]

Proceedings of the Poster Proceedings of the 8th ACM Conference on Recommender Systems, 2014

Recommender systems challenge 2014.

[BibT_eX]

[DOI]

Proceedings of the Eighth ACM Conference on Recommender Systems, 2014

You are What You Eat! Tracking Health Through Recipe Interactions.

[BibT_eX]

[DOI]

Proceedings of the 6th Workshop on Recommender Systems and the Social Web (RSWeb 2014) co-located with the 8th ACM Conference on Recommender Systems (RecSys 2014), 2014

Rival: a toolkit to foster reproducibility in recommender system evaluation.

[BibT_eX]

[DOI]

Proceedings of the Eighth ACM Conference on Recommender Systems, 2014

Comparative recommender system evaluation: benchmarking recommendation frameworks.

[BibT_eX]

[DOI]

Proceedings of the Eighth ACM Conference on Recommender Systems, 2014

'Free lunch' enhancement for collaborative filtering with factorization machines.

[BibT_eX]

[DOI]

Proceedings of the Eighth ACM Conference on Recommender Systems, 2014

WrapRec: an easy extension of recommender system libraries.

[BibT_eX]

[DOI]

Babak Loni

Proceedings of the Eighth ACM Conference on Recommender Systems, 2014

4th Workshop on Context-Awareness in Retrieval and Recommendation.

[BibT_eX]

[DOI]

Daniele Quercia

Proceedings of the Advances in Information Retrieval, 2014

Challenges on Combining Open Web and Dataset Evaluation Results: The Case of the Contextual Suggestion Track.

[BibT_eX]

[DOI]

Proceedings of the Advances in Information Retrieval, 2014

Do recommendations matter?: news recommendation in real life.

[BibT_eX]

[DOI]

Proceedings of the Computer Supported Cooperative Work, 2014

Benchmarking - A Methodology for Ensuring the Relative Quality of Recommendation Systems in Software Engineering.

[BibT_eX]

[DOI]

Domonkos Tikk

Paolo Cremonesi

Proceedings of the Recommendation Systems in Software Engineering, 2014

2013

Evaluating the Accuracy and Utility of Recommender Systems.

[BibT_eX]

[DOI]

PhD thesis, 2013

Movie recommendation in context.

[BibT_eX]

[DOI]

Shlomo Berkovsky

ACM Trans. Intell. Syst. Technol., 2013

Report on the SIGIR 2013 workshop on benchmarking adaptive retrieval and recommender systems.

[BibT_eX]

[DOI]

SIGIR Forum, 2013

3rd workshop on context-awareness in retrieval and recommendation.

[BibT_eX]

[DOI]

Jaime Teevan

Proceedings of the Sixth ACM International Conference on Web Search and Data Mining, 2013

Information Retrieval and User-Centric Recommender System Evaluation.

[BibT_eX]

[DOI]

Proceedings of the Late-Breaking Results, 2013

CWI and TU Delft Notebook TREC 2013: Contextual Suggestion, Federated Web Search, KBA, and Web Tracks.

[BibT_eX]

[DOI]

Gebrekirstos G. Gebremeskel

Proceedings of The Twenty-Second Text REtrieval Conference, 2013

Workshop on benchmarking adaptive retrieval and recommender systems: BARS 2013.

[BibT_eX]

[DOI]

Proceedings of the 36th International ACM SIGIR conference on research and development in Information Retrieval, 2013

Workshop on reproducibility and replication in recommender systems evaluation: RepSys.

[BibT_eX]

[DOI]

Proceedings of the Seventh ACM Conference on Recommender Systems, 2013

A 3D approach to recommender system evaluation.

[BibT_eX]

[DOI]

Brijnesh J. Jain

Proceedings of the Computer Supported Cooperative Work, 2013

User-centric evaluation of a K-furthest neighbor collaborative filtering recommender algorithm.

[BibT_eX]

[DOI]

Proceedings of the Computer Supported Cooperative Work, 2013

A month in the life of a production news recommender system.

[BibT_eX]

[DOI]

Proceedings of the 2013 workshop on Living labs for information retrieval evaluation, 2013

2012

Users and Noise: The Magic Barrier of Recommender Systems.

[BibT_eX]

[DOI]

Proceedings of the User Modeling, Adaptation, and Personalization, 2012

Estimating the magic barrier of recommender systems: a user study.

[BibT_eX]

[DOI]

Proceedings of the 35th International ACM SIGIR conference on research and development in Information Retrieval, 2012

Analyzing weighting schemes in collaborative filtering: cold start, post cold start and power users.

[BibT_eX]

[DOI]

Brijnesh J. Jain

Proceedings of the ACM Symposium on Applied Computing, 2012

Recommender Systems Evaluation: A 3D Benchmark.

[BibT_eX]

[DOI]

Proceedings of the Workshop on Recommendation Utility Evaluation: Beyond RMSE, 2012

The challenge of recommender systems challenges.

[BibT_eX]

[DOI]

Domonkos Tikk

Andreas Hotho

Proceedings of the Sixth ACM Conference on Recommender Systems, 2012

Recommender systems challenge 2012.

[BibT_eX]

[DOI]

Proceedings of the Sixth ACM Conference on Recommender Systems, 2012

KMulE: a framework for user-based comparison of recommender algorithms.

[BibT_eX]

[DOI]

Proceedings of the 17th International Conference on Intelligent User Interfaces, 2012

2nd Workshop on context-awareness in retrieval and recommendation: (CaRR 2012).

[BibT_eX]

[DOI]

Ed H. Chi

Proceedings of the 17th International Conference on Intelligent User Interfaces, 2012

Correlating perception-oriented aspects in user-centric recommender system evaluation.

[BibT_eX]

[DOI]

Proceedings of the Information Interaction in Context: 2012, 2012

2011

Personalizing tags: a folksonomy-like approach for recommending movies.

[BibT_eX]

[DOI]

Benjamin Kille

Proceedings of the 2nd International Workshop on Information Heterogeneity and Fusion in Recommender Systems, 2011

Challenge on context-aware movie recommendation: CAMRa2011.

[BibT_eX]

[DOI]

Shlomo Berkovsky

Jannis Hermanns

Proceedings of the 2011 ACM Conference on Recommender Systems, 2011

Workshop on context-awareness in retrieval and recommendation.

[BibT_eX]

[DOI]

Florian Michahelles

Proceedings of the 16th International Conference on Intelligent User Interfaces, 2011

Using Social and Pseudo Social Networks for Improved Recommendation Quality.

[BibT_eX]

[DOI]

Proceedings of the 9th Workshop on Intelligent Techniques for Web Personalization & Recommender Systems, 2011

2010

Identifying and utilizing contextual data in hybrid recommender systems.

[BibT_eX]

[DOI]

Proceedings of the 2010 ACM Conference on Recommender Systems, 2010

Context-awareness in recommender systems: research workshop and movie recommendation challenge.

[BibT_eX]

[DOI]

Gediminas Adomavicius

Alexander Tuzhilin

Shlomo Berkovsky

Proceedings of the 2010 ACM Conference on Recommender Systems, 2010

Exploiting hierarchical tags for context-awareness.

[BibT_eX]

[DOI]

Jérôme Kunegis

Proceedings of the third workshop on Exploiting Semantic Annotations in Information Retrieval, 2010

2009

The Universal Recommender

[BibT_eX]

[DOI]

Jérôme Kunegis

Winfried Umbrath

CoRR, 2009

Understanding the User: Personomy Translation for Tag Recommendation.

[BibT_eX]

[DOI]

Robert Wetzker