Frank Hopfgartner

Orcid: 0000-0003-0380-6088

Affiliations:
  • University of Glasgow, School of Humanities
  • TU Berlin, Distributed Artificial Intelligence Laboratory


According to our database1, Frank Hopfgartner authored at least 145 papers between 2006 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
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Links

Online presence:

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Bibliography

2024
Towards privacy-aware exploration of archived personal emails.
Int. J. Digit. Libr., December, 2024

Towards improving user awareness of search engine biases: A participatory design approach.
J. Assoc. Inf. Sci. Technol., May, 2024

Training Gradient Boosted Decision Trees on Tabular Data Containing Label Noise for Classification Tasks.
CoRR, 2024

The Effect of Simulated Contextual Factors on Recipe Rating and Nutritional Intake Behaviour.
Proceedings of the 2024 ACM SIGIR Conference on Human Information Interaction and Retrieval, 2024

2023
Data science curriculum in the iField.
J. Assoc. Inf. Sci. Technol., June, 2023

AI Chatbots as Multi-Role Pedagogical Agents: Transforming Engagement in CS Education.
CoRR, 2023

Using a Narrative-based Gamified Teaching Approach to Improve International Students' Sense of Belonging.
Proceedings of the 54th ACM Technical Symposium on Computer Science Education, Volume 2, 2023

An Analysis of Classification Approaches for Hit Song Prediction Using Engineered Metadata Features with Lyrics and Audio Features.
Proceedings of the Information for a Better World: Normality, Virtuality, Physicality, Inclusivity, 2023

Participatory Web Archiving: Multifaceted Challenges.
Proceedings of the Information for a Better World: Normality, Virtuality, Physicality, Inclusivity, 2023

2022
Utilizing subjectivity level to mitigate identity term bias in toxic comments classification.
Online Soc. Networks Media, 2022

Pre-hospital prediction of adverse outcomes in patients with suspected COVID-19: Development, application and comparison of machine learning and deep learning methods.
Comput. Biol. Medicine, 2022

KGMatcher+ results for OAEI 2022.
Proceedings of the 17th International Workshop on Ontology Matching (OM 2022) co-located with the 21th International Semantic Web Conference (ISWC 2022), 2022

The impact of imbalanced class distribution on knowledge graphs matching.
Proceedings of the 17th International Workshop on Ontology Matching (OM 2022) co-located with the 21th International Semantic Web Conference (ISWC 2022), 2022

An Introduction to Retrieval and Reminiscence from Lifelog Archives at NTCIR.
Proceedings of the LSC@ICMR 2022: Proceedings of the 5th Annual on Lifelog Search Challenge, Newark, NJ, USA, June 27, 2022

Understanding Reactions to Misinformation - A Covid-19 Perspective.
Proceedings of the 19th International Conference on Information Systems for Crisis Response and Management, 2022

Enhancing Chinese International Students' Motivation and Engagement in a STEM Subject in UK Higher Education: A Case of Gamification in Programming.
Proceedings of the 14th International Conference on Education Technology and Computers, 2022

BASE: a Bias-Aware news Search Engine for improving user awareness (prototype).
Proceedings of the Third International Conference on Design of Experimental Search & Information REtrieval Systems, 2022

2021
Report on the CyCAT winter school on fairness, accountability, transparency and ethics (FATE) in AI.
SIGIR Forum, 2021

Do you see what I see? Images of the COVID-19 pandemic through the lens of Google.
Inf. Process. Manag., 2021

SS-BERT: Mitigating Identity Terms Bias in Toxic Comment Classification by Utilising the Notion of "Subjectivity" and "Identity Terms".
CoRR, 2021

A Comparative Study of Using Pre-trained Language Models for Toxic Comment Classification.
Proceedings of the Companion of The Web Conference 2021, 2021

KGMatcher results for OAEI 2021.
Proceedings of the 16th International Workshop on Ontology Matching co-located with the 20th International Semantic Web Conference (ISWC 2021), 2021

A hybrid approach for large knowledge graphs matching.
Proceedings of the 16th International Workshop on Ontology Matching co-located with the 20th International Semantic Web Conference (ISWC 2021), 2021

Clustering and Classifying Users from the National Museums Liverpool Website.
Proceedings of the Linking Theory and Practice of Digital Libraries, 2021

2020
Preface to the special issue on harnessing personal tracking data for personalization and sense-making.
User Model. User Adapt. Interact., 2020

Special issue on knowledge discovery and user modeling for smart cities.
Pers. Ubiquitous Comput., 2020

Guest editorial.
Online Inf. Rev., 2020

Leveraging digital forensics and data exploration to understand the creative work of a filmmaker: A case study of Stephen Dwoskin's digital archive.
Inf. Process. Manag., 2020

A gold standard dataset for large knowledge graphs matching.
Proceedings of the 15th International Workshop on Ontology Matching co-located with the 19th International Semantic Web Conference (ISWC 2020), 2020

Rethinking the Test Collection Methodology for Personal Self-tracking Data.
Proceedings of the MultiMedia Modeling - 26th International Conference, 2020

Saudi International Students' Perceptions of Their Transition to the UK and the Impact of Social Media.
Proceedings of the Sustainable Digital Communities - 15th International Conference, 2020

Integrating FATE/critical data studies into data science curricula: where are we going and how do we get there?
Proceedings of the FAT* '20: Conference on Fairness, 2020

Using a 360° camera as a mobile data collection method towards understanding information types and use in running.
Proceedings of the Information for a Sustainable World: Addressing Society's Grand Challenges, 2020

2019
Strengthening gamification studies: Current trends and future opportunities of gamification research.
Int. J. Hum. Comput. Stud., 2019

UMAP 2019 Workshop on Explainable and Holistic User Modeling (ExHUM) Chairs' Welcome & Organization.
Proceedings of the Adjunct Publication of the 27th Conference on User Modeling, 2019

Advances in Lifelog Data Organisation and Retrieval at the NTCIR-14 Lifelog-3 Task.
Proceedings of the NII Testbeds and Community for Information Access Research, 2019

A Test Collection for Interactive Lifelog Retrieval.
Proceedings of the MultiMedia Modeling - 25th International Conference, 2019

Analysis of Transaction Logs from National Museums Liverpool.
Proceedings of the Digital Libraries for Open Knowledge, 2019

Continuous Evaluation of Large-Scale Information Access Systems: A Case for Living Labs.
Proceedings of the Information Retrieval Evaluation in a Changing World, 2019

2018
Evaluation-as-a-Service for the Computational Sciences: Overview and Outlook.
ACM J. Data Inf. Qual., 2018

UMAP 2018 HUM (Holistic User Modeling) Workshop Chairs' Preface &Organization.
Proceedings of the Adjunct Publication of the 26th Conference on User Modeling, 2018

NewsREEL Multimedia at MediaEval 2018: News Recommendation with Image and Text Content.
Proceedings of the Working Notes Proceedings of the MediaEval 2018 Workshop, 2018

Digital Preservation and Curation of Self-Tracking Data: A Position Paper.
Proceedings of the 1st Workshop on Knowledge Discovery and User Modelling for Smart Cities co-located with 24th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2018

Smart Crib Control System Based on Sentiment Analysis.
Proceedings of the 2018 IEEE 16th Intl Conf on Dependable, 2018

2017
A comprehensive study on mid-level representation and ensemble learning for emotional analysis of video material.
Multim. Tools Appl., 2017

Enabling Research and Innovation Beyond Continental Borders: A Case for Satellite Events in Evaluation Campaigns.
ERCIM News, 2017

UMAP 2017 THUM Workshop Chairs' Welcome & Organization.
Proceedings of the Adjunct Publication of the 25th Conference on User Modeling, 2017

Countering Contextual Bias in TV Watching Behavior: Introducing Social Trend as External Contextual Factor in TV Recommenders.
Proceedings of the 2017 ACM International Conference on Interactive Experiences for TV and Online Video, 2017

A Stream-based Resource for Multi-Dimensional Evaluation of Recommender Algorithms.
Proceedings of the 40th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2017

Overview of NTCIR-13 Lifelog-2 Task.
Proceedings of the 13th NTCIR Conference, 2017

Data-driven gamification design.
Proceedings of the 21st International Academic Mindtrek Conference, AcademicMindtrek 2017, Tampere, Finland, September 20, 2017

New frontiers of quantified self 3: exploring understudied categories of users.
Proceedings of the Adjunct Proceedings of the 2017 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2017 ACM International Symposium on Wearable Computers, 2017

CLEF 2017 NewsREEL Overview: A Stream-Based Recommender Task for Evaluation and Education.
Proceedings of the Experimental IR Meets Multilinguality, Multimodality, and Interaction, 2017

CLEF 2017 NewsREEL Overview: Offline and Online Evaluation of Stream-based News Recommender Systems.
Proceedings of the Working Notes of CLEF 2017, 2017

Interactive Search in Video & Lifelogging Repositories.
Proceedings of the 2017 Conference on Conference Human Information Interaction and Retrieval, 2017

2016
GamifIR 2016: SIGIR 2016 Workshop on Gamification for Information Retrieval.
SIGIR Forum, 2016

Report on the 1st International Workshop on Recent Trends in News Information Retrieval (NewsIR16).
SIGIR Forum, 2016

Breaking down violence detection: Combining divide-et-impera and coarse-to-fine strategies.
Neurocomputing, 2016

Third International Workshop on <i>Gamification</i> for Information Retrieval (GamifIR 2016).
Proceedings of the 39th International ACM SIGIR conference on Research and Development in Information Retrieval, 2016

NTCIR Lifelog: The First Test Collection for Lifelog Research.
Proceedings of the 39th International ACM SIGIR conference on Research and Development in Information Retrieval, 2016

Increasing Engagement with the Library via Gamification.
Proceedings of the Third International Workshop on Gamification for Information Retrieval co-located with 39th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2016), 2016

Idomaar: A Framework for Multi-dimensional Benchmarking of Recommender Algorithms.
Proceedings of the Poster Track of the 10th ACM Conference on Recommender Systems (RecSys 2016), 2016


Overview of NTCIR-12 Lifelog Task.
Proceedings of the 12th NTCIR Conference on Evaluation of Information Access Technologies, 2016

New frontiers of quantified self 2: going beyond numbers.
Proceedings of the 2016 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2016 ACM International Symposium on Wearable Computers, 2016

First International Workshop on Recent Trends in News Information Retrieval (NewsIR'16).
Proceedings of the Advances in Information Retrieval, 2016

CLEF NewsREEL 2016: Comparing Multi-dimensional Offline and Online Evaluation of News Recommender Systems.
Proceedings of the Working Notes of CLEF 2016, 2016

Overview of NewsREEL'16: Multi-dimensional Evaluation of Real-Time Stream-Recommendation Algorithms.
Proceedings of the Experimental IR Meets Multilinguality, Multimodality, and Interaction, 2016

Fictional Game Elements 2016.
Proceedings of the Workshop on Fictional Game Elements 2016 co-located with The ACM SIGCHI Annual Symposium on Computer-Human Interaction in Play (CHI PLAY 2016), 2016

Fictional Game Elements: Critical Perspectives on Gamification Design.
Proceedings of the 2016 Annual Symposium on Computer-Human Interaction in Play, 2016

2015
ECIR 2015 Workshop on Gamification for Information Retrieval (GamifIR'15).
SIGIR Forum, 2015

Report on the Evaluation-as-a-Service (EaaS) Expert Workshop.
SIGIR Forum, 2015

Benchmarking News Recommendations: The CLEF NewsREEL Use Case.
SIGIR Forum, 2015

Evaluation-as-a-Service: Overview and Outlook.
CoRR, 2015

Real-time Recommendation of Streamed Data.
Proceedings of the 9th ACM Conference on Recommender Systems, 2015

Keynote: Capturing User Interests for Content-based Recommendations.
Proceedings of the 2nd Workshop on New Trends on Content-Based Recommender Systems co-located with 9th ACM Conference on Recommender Systems (RecSys 2015), 2015

Interactive Video Search.
Proceedings of the 23rd Annual ACM Conference on Multimedia Conference, MM '15, Brisbane, Australia, October 26, 2015

Lifelong Digital Libraries.
Proceedings of the 15th ACM/IEEE-CE Joint Conference on Digital Libraries, 2015

New frontiers of quantified self: finding new ways for engaging users in collecting and using personal data.
Proceedings of the 2015 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2015 ACM International Symposium on Wearable Computers, 2015

Second International Workshop on Gamification for Information Retrieval (GamifIR'15).
Proceedings of the Advances in Information Retrieval, 2015

Join the Living Lab: Evaluating News Recommendations in Real-Time.
Proceedings of the Advances in Information Retrieval, 2015

Overview of CLEF NewsREEL 2015: News Recommendation Evaluation Lab.
Proceedings of the Working Notes of CLEF 2015, 2015

Stream-Based Recommendations: Online and Offline Evaluation as a Service.
Proceedings of the Experimental IR Meets Multilinguality, Multimodality, and Interaction, 2015

Fusion of learned multi-modal representations and dense trajectories for emotional analysis in videos.
Proceedings of the 13th International Workshop on Content-Based Multimedia Indexing, 2015

2014
An experimental evaluation of ontology-based user profiles.
Multim. Tools Appl., 2014

The Video Browser Showdown: a live evaluation of interactive video search tools.
Int. J. Multim. Inf. Retr., 2014

User-Item Reciprocity in Recommender Systems: Incentivizing the Crowd.
Proceedings of the Posters, 2014

Audio-Visual Classification Video Browser.
Proceedings of the MultiMedia Modeling - 20th Anniversary International Conference, 2014

Understanding Affective Content of Music Videos through Learned Representations.
Proceedings of the MultiMedia Modeling - 20th Anniversary International Conference, 2014

A Visualization Tool for Violent Scenes Detection.
Proceedings of the International Conference on Multimedia Retrieval, 2014

Providing Multilingual Access to Health-Related Content.
Proceedings of the e-Health - For Continuity of Care - Proceedings of MIE2014, the 25th European Medical Informatics Conference, Istanbul, Turkey, August 31, 2014

Users' reading habits in online news portals.
Proceedings of the Fifth Information Interaction in Context Symposium, 2014

Shedding light on a living lab: the CLEF NEWSREEL open recommendation platform.
Proceedings of the Fifth Information Interaction in Context Symposium, 2014

When to Recommend What? A Study on the Role of Contextual Factors in IP-based TV Services.
Proceedings of the Workshop "Beyond single-shot text queries: bridging the gap(s) between research communities" co-located with iConference 2014, 2014

DAIKnow: A Gamified Enterprise Bookmarking System.
Proceedings of the Advances in Information Retrieval, 2014

Workshop on Gamification for Information Retrieval (GamifIR'14).
Proceedings of the Advances in Information Retrieval, 2014

Benchmarking News Recommendations in a Living Lab.
Proceedings of the Information Access Evaluation. Multilinguality, Multimodality, and Interaction, 2014

Distributed enterprise search using software agents.
Proceedings of the International conference on Autonomous Agents and Multi-Agent Systems, 2014

Multimedia Retrieval and Adaptive Systems.
Proceedings of the Computation for Humanity - Information Technology to Advance Society., 2014

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

Perceived and Actual Role of Gamification Principles.
Proceedings of the IEEE/ACM 6th International Conference on Utility and Cloud Computing, 2013

Workshop on benchmarking adaptive retrieval and recommender systems: BARS 2013.
Proceedings of the 36th International ACM SIGIR conference on research and development in Information Retrieval, 2013

Workshop and challenge on news recommender systems.
Proceedings of the Seventh ACM Conference on Recommender Systems, 2013

An intelligent health assistant for migrants.
Proceedings of the 7th International Conference on Pervasive Computing Technologies for Healthcare and Workshops, 2013

Evaluating Novice and Expert Users on Handheld Video Retrieval Systems.
Proceedings of the Advances in Multimedia Modeling, 19th International Conference, 2013

DCU at MMM 2013 Video Browser Showdown.
Proceedings of the Advances in Multimedia Modeling, 19th International Conference, 2013

Helping the Helpers: How Video Retrieval Can Assist Special Interest Groups.
Proceedings of the Advances in Multimedia Modeling, 19th International Conference, 2013

Quality Assessment of User-Generated Video Using Camera Motion.
Proceedings of the Advances in Multimedia Modeling, 19th International Conference, 2013

Violence detection in hollywood movies by the fusion of visual and mid-level audio cues.
Proceedings of the ACM Multimedia Conference, 2013

Detecting violent content in Hollywood movies by mid-level audio representations.
Proceedings of the 11th International Workshop on Content-Based Multimedia Indexing, 2013

2012
Clipboard: A Visual Search and Browsing Engine for Tablet and PC.
Proceedings of the Advances in Multimedia Modeling - 18th International Conference, 2012

Supporting browsing of user generated video on a tablet.
Proceedings of the International Conference on Multimedia Retrieval, 2012

Detecting complex events in user-generated video using concept classifiers.
Proceedings of the 10th International Workshop on Content-Based Multimedia Indexing, 2012

2011
Effects of Usage-Based Feedback on Video Retrieval: A Simulation-Based Study.
ACM Trans. Inf. Syst., 2011

RECVid 2011 Experiments at Dublin City University.
Proceedings of the 2011 TREC Video Retrieval Evaluation, 2011

Development of a test collection for studying long-term user modelling.
Proceedings of the Report of the symposium "Lernen, 2011

Information Organization Issues in Multimedia Retrieval Using Low-Level Features.
Proceedings of the Multimedia Semantics: Metadata, Analysis and Interaction, 2011

2010
Personalised video retrieval: application of implicit feedback and semantic user profiles.
SIGIR Forum, 2010

Simulated evaluation of faceted browsing based on feature selection.
Multim. Tools Appl., 2010

Semantic user profiling techniques for personalised multimedia recommendation.
Multim. Syst., 2010

TV News Story Segmentation Based on Semantic Coherence and Content Similarity.
Proceedings of the Advances in Multimedia Modeling, 2010

Semantic User Modelling for Personal News Video Retrieval.
Proceedings of the Advances in Multimedia Modeling, 2010

2009
Exploiting Log Files in Video Retrieval.
Bull. IEEE Tech. Comm. Digit. Libr., 2009

AIR 2008: second international workshop on adaptive information retrieval.
SIGIR Forum, 2009

Collaborative Search Trails for Video Search
CoRR, 2009

On User Modelling for Personalised News Video Recommendation.
Proceedings of the User Modeling, 2009

Facet-Based Browsing in Video Retrieval: A Simulation-Based Evaluation.
Proceedings of the Advances in Multimedia Modeling, 2009

Comparison of balancing techniques for multimedia IR over imbalanced datasets.
Proceedings of the 24th International Symposium on Computer and Information Sciences, 2009

User Centred Evaluation of A Recommendation Based Image Browsing System.
Proceedings of the 4th Indian International Conference on Artificial Intelligence, 2009

Aspect-based video browsing - A user study.
Proceedings of the 2009 IEEE International Conference on Multimedia and Expo, 2009

Diversity, Assortment, Dissimilarity, Variety: A Study of Diversity Measures Using Low Level Features for Video Retrieval.
Proceedings of the Advances in Information Retrieval, 2009

Split and Merge Based Story Segmentation in News Videos.
Proceedings of the Advances in Information Retrieval, 2009

Supporting aspect-based video browsing: analysis of a user study.
Proceedings of the 8th ACM International Conference on Image and Video Retrieval, 2009

2008
Community based feedback techniques to improve video search.
Signal Image Video Process., 2008

Studying interaction methodologies in video retrieval.
Proc. VLDB Endow., 2008


Capturing Multiple Interests in News Video Retrieval by Incorporating the Ostensive Model.
Proceedings of the PersDB 2008, 2nd International Workshop on Personalized Access, 2008

Search trails using user feedback to improve video search.
Proceedings of the 16th International Conference on Multimedia 2008, 2008

A cluster-based simulation of facet-based search.
Proceedings of the ACM/IEEE Joint Conference on Digital Libraries, 2008

Exploiting log files in video retrieval.
Proceedings of the ACM/IEEE Joint Conference on Digital Libraries, 2008

Use of Implicit Graph for Recommending Relevant Videos: A Simulated Evaluation.
Proceedings of the Advances in Information Retrieval , 2008

2007
A News Video Retrieval Framework for the Study of Implicit Relevance Feedback.
Proceedings of the Second International Workshop on Semantic Media Adaptation and Personalization, 2007

Evaluating the implicit feedback models for adaptive video retrieval.
Proceedings of the 9th ACM SIGMM International Workshop on Multimedia Information Retrieval, 2007

Simulated Testing of an Adaptive Multimedia Information Retrieval System.
Proceedings of the International Workshop on Content-Based Multimedia Indexing, 2007

2006
Glasgow University at TRECVid 2006.
Proceedings of the 2006 TREC Video Retrieval Evaluation, 2006


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