Publications
40 peer-reviewed papers. 40 have a plain-language note, so you can find out what a paper says before deciding whether to read it. Every entry has its PDF and a citation you can copy.
2026
- 2026
Visual Content Moderation in Messaging Systems
WWW 2026Team AIR
content moderationspam detectionreal timeclip
2025
- 2025
On the Language and Gender Biases in PSTN, VoIP and Neural Audio Codecs
Interspeech 2025Team AIR
audio codecsfairness & biasspeech processing
- 2025
Towards Improving Visual Chatbot Builders with Intent-based Copilots
IUI 2025 · workshopTeam AIR
visual chatbot buildingintent based copilotslarge language modelspopularity bias
- 2025
Vocalize: Lead Acquisition and User Engagement through Gamified Voice Competitions
Hypertext 2025 · demoTeam AIR
lead acquisitionuser engagementgamified voice competitionsspeech processing
2024
- 2024
Editorial: Reviews in recommender systems: 2022
Frontiers in Big Data 2024 · journal
recommender systemsfairness & biasprivacycollaborative filtering
- 2024
Knowledge Distillation for Real-Time Classification of Early Media in Voice Communications
MASCOTS 2024 · preprintTeam AIR
knowledge distillationaudio classificationreal timevoice communications
2023
- 2023
Beyond-accuracy: a review on diversity, serendipity, and fairness in recommender systems based on graph neural networks
Frontiers in Big Data 2023 · journal
recommender systemsgraph neural networksdiversityfairness & bias
- 2023
Uptrendz: API-Centric Real-Time Recommendations in Multi-Domain Settings
ECIR 2023 · demo
multi domain recommendationsapi centric recommendationsreal time
2022
- 2022
Popularity Bias in Collaborative Filtering-Based Multimedia Recommender Systems
BIAS 2022 · workshop @ ECIR 2022
popularity biascollaborative filteringmultimedia recommender systemsalgorithmic fairness
- 2022
Recommendations in a Multi-Domain Setting: Adapting for Customization, Scalability and Real-Time Performance
ECIR 2022 · industry
multi domain recommendationsreal timecollaborative filtering
- 2022
What Drives Readership? An Online Study on User Interface Types and Popularity Bias Mitigation in News Article Recommendations
ECIR 2022
news recommendationpopularity biasuser interface
2021
- 2021
Predicting treatment outcomes using explainable machine learning in children with asthma
Children 2021 · journal
childhood asthmatreatment outcome predictionexplainable machine learningprecision medicine
- 2021
Should We Embed in Chemistry? A Comparison of Unsupervised Transfer Learning with PCA, UMAP, and VAE on Molecular Fingerprints
Pharmaceuticals 2021 · journal
cheminformaticsdimensionality reductionunsupervised transfer learningmolecular fingerprints
2020
- 2020
Empirical Comparison of Graph Embeddings for Trust-Based Collaborative Filtering
ISMIS 2020
trust based recommendationcollaborative filteringgraph embeddingscold start
- 2020
Using Autoencoders for Session-based Job Recommendations
UMUAI 2020 · journal
job recommendationsession based recommendationautoencoders
2019
- 2019
Evaluating Tag Recommendations for E-Book Annotation Using a Semantic Similarity Metric
REVEAL 2019 · workshop @ RecSys 2019
tag recommendationebook annotationhybrid recommendation
- 2019
Should we Embed? A Study on the Online Performance of Utilizing Embeddings for Real-Time Job Recommendations
RecSys 2019
job recommendationreal timeitem embeddings
- 2019
Using the Open Meta Kaggle Dataset to Evaluate Tripartite Recommendations in Data Markets
REVEAL 2019 · workshop @ RecSys 2019
tripartite recommendationdata marketscollaborative filtering
2018
- 2018
AFEL-REC: A Recommender System for Providing Learning Resource Recommendations in Social Learning Environments
SIR 2018 · workshop @ CIKM 2018
social learning environmentslearning resource recommendationcollaborative filteringapache solr
- 2018
Beyond Accuracy Optimization: On the Value of Item Embeddings for Student Job Recommendation
IFUP 2018 · workshop @ WSDM 2018
item embeddingsjob recommendationnoveltydiversity
- 2018
Gone in 30 days! Predictions for car import planning
it - Information Technology 2018 · journal
car import forecastingautomotive industrylstm networkssarima
- 2018
Neighborhood Troubles: On the Value of User Pre-Filtering To Speed Up and Enhance Recommendations
EYRE 2018 · workshop @ CIKM 2018
user pre filteringcollaborative filteringreal timeapache solr
- 2018
Trust-Based Collaborative Filtering: Tackling the Cold Start Problem Using Regular Equivalence
RecSys 2018
trust based recommendationcollaborative filteringcold startkatz similarity
2017
- 2017
Real-Time Recommendations in a Multi-Domain Environment
ACM SIGWEB Newsletter 2017 · newsletter
real timemulti domain recommendationsmicroservices architectureapache solr
- 2017
Studo Jobs: Enriching Data With Predicted Job Labels
RS-SNA 2017 · workshop @ i-KNOW 2017
job label predictiondata enrichmentmulti label classificationsvm classification
- 2017
Tailoring Recommendations for a Multi-Domain Environment
RecSysKTL 2017 · workshop @ RecSys 2017
recommender systemsmulti domain recommendationsmicroservices architectureapache solr
2016
- 2016
High Enough?: Explaining and Predicting Traveler Satisfaction Using Airline Reviews
HT 2016
traveler satisfaction predictionairline reviewssentiment analysisfeature analysis
- 2016
Need Help? Recommending Social Care Institutions
RSBDA 2016 · workshop @ i-KNOW 2016
social care recommendationcontent based recommendationhybrid recommendationapache solr
- 2016
Real-Time Recommendations in a Multi-Domain Environment
HT 2016
real timemulti domain recommendationsscalabilityapache solr
2015
- 2015
ScaR: Towards a Real-Time Recommender Framework Following the Microservices Architecture
LSRS 2015 · workshop @ RecSys 2015
real timerecommender systemsmicroservices architectureapache solr
- 2015
Smart booking without looking: providing hotel recommendations in the TripRebel portal
i-KNOW 2015 · demo
hotel recommendationapache solrcollaborative filteringhybrid recommendation
- 2015
Tackling Cold-Start Users in Recommender Systems with Indoor Positioning Systems
RecSys 2015
cold startindoor positioning systemscollaborative filtering
- 2015
TagRec: towards a toolkit for reproducible evaluation and development of tag-based recommender algorithms
ACM SIGWEB Newsletter 2015 · newsletter
tag recommendationfolksonomyreproducibilitytoolkit development
- 2015
The social semantic server: a flexible framework to support informal learning at the workplace
i-KNOW 2015
social semantic technologiesinformal workplace learningtechnology enhanced learningservice oriented architecture
- 2015
Utilizing online social network and location-based data to recommend products and categories in online marketplaces
MMSM 2015 · book chapter
online marketplacessocial datalocation based datacollaborative filtering
2014
- 2014
Recommending items in social tagging systems using tag and time information
SP 2014 · workshop @ HT 2014
collaborative filteringsocial taggingitem rankingbase level learning
- 2014
Socrecm: A scalable social recommender engine for online marketplaces
HT 2014
social recommender engineonline marketplacesapache solr
- 2014
Tagrec: Towards a standardized tag recommender benchmarking framework
HT 2014
tag recommendationbenchmarking frameworkfolksonomyhuman memory models
- 2014
Towards a scalable social recommender engine for online marketplaces: The case of apache solr
WWW 2014
social recommender enginescalabilityonline marketplacesapache solr
2013
- 2013
LIM App: Reflecting on Audience Feedback for Improving Presentation Skills
EC-TEL 2013
reflective learningpresentation skillsaudience feedbackquantified self