selected publications
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academic article
- A Closer Look into Recent Video-based Learning Research: A Comprehensive Review of Video Characteristics, Tools, Technologies, and Learning Effectiveness. International Journal of Artificial Intelligence in Education. 2025
- Exploring Data Mining in Chemistry Education: Building a Web-Based Learning Platform for Learning Analytics. Journal of Chemical Education. 101. 2024
- Learning analytics and the Universal Design for Learning (UDL): A clustering approach. Computers & Education. 214. 2024
- Sequential sentence classification in research papers using cross-domain multi-task learning. International Journal on Digital Libraries. 25:377-400. 2024
- Formative assessment strategies for students' conceptions—The potential of learning analytics. British Journal of Educational Technology. 54:58-75. 2023
- Comparing different search methods for the open access journal recommendation tool B!SON. International Journal on Digital Libraries. 2023
- Pushing the button: Why do learners pause online videos?. Computers & Education. 176:104355. 2022
- The Search as Learning Spaceship: Toward a Comprehensive Model of Psychological and Technological Facets of Search as Learning. Frontiers in Psychology. 13. 2022
- Analysing the requirements for an Open Research Knowledge Graph: use cases, quality requirements, and construction strategies. International Journal on Digital Libraries. 2021
- B!SON – a tool to make OA journal selection easier . Septentrio Conference Series. 2021
- Privacy Issues in Mobile Health Applications - Assessment of Current Android Health Apps. Electronic Imaging. 2017:76-83. 2017
- Ontology-based Integration of Web Navigation for Dynamic User Profiling. Informatica Economica. 19:10-24. 2015
- Automatic ontology-based user profile learning from heterogeneous web resources in a big data context. Proceedings of the VLDB Endowment. 6:1428-1433. 2013
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chapter
- Unraveling the Impact of Visual Complexity on Search as Learning. Advances in Information Retrieval: 47th European Conference on Information Retrieval, ECIR 2025, Lucca, Italy, April 6–10, 2025, Proceedings, Part III. 17-33. 2025
- An Updated Analysis of Learning Resource Metadata Usage on the Web. Linking Theory and Practice of Digital Libraries : 28th International Conference on Theory and Practice of Digital Libraries, TPDL 2024, Ljubljana, Slovenia, September 24–27, 2024, Proceedings, Part II. 85-94. 2024
- Can Editorial Decisions Impair Journal Recommendations? Analysing the Impact of Journal Characteristics on Recommendation Systems. RecSys '24: Proceedings of the 18th ACM Conference on Recommender Systems. 1062-1066. 2024
- On the Influence of Reading Sequences on Knowledge Gain During Web Search. Advances in Information Retrieval 46th European Conference on Information Retrieval, ECIR 2024, Glasgow, UK, March 24–28, 2024, Proceedings, Part III. 364-373. 2024
- Question Generation Capabilities of “Small" Large Language Models. Natural Language Processing and Information Systems : 29th International Conference on Applications of Natural Language to Information Systems, NLDB 2024, Turin, Italy, June 25–27, 2024, Proceedings, Part II. 183-194. 2024
- Saliency Detection in Educational Videos: Analyzing the Performance of Current Models, Identifying Limitations and Advancement Directions. CIKM '24: Proceedings of the 33rd ACM International Conference on Information and Knowledge Management. 1743-1751. 2024
- A Comparison of Automated Journal Recommender Systems. Linking Theory and Practice of Digital Libraries. TPDL 2023. Springer, Cham. 230-238. 2023
- Automatic Analysis of Student Drawings in Chemistry Classes. Artificial Intelligence in Education. AIED 2023. Springer, Cham. 824-829. 2023
- Comparing Interface Layouts for the Presentation of Multimodal Search Results. CHIIR '23: Proceedings of the 2023 Conference on Human Information Interaction and Retrieval. ACM. 321-327. 2023
- Dropout Prediction in a Web Environment Based on Universal Design for Learning. Artificial Intelligence in Education. AIED 2023. Springer, Cham. 515-527. 2023
- B!SON: A Tool for Open Access Journal Recommendation. Linking Theory and Practice of Digital Libraries 26th International Conference on Theory and Practice of Digital Libraries, TPDL 2022, Padua, Italy, September 20–23, 2022, Proceedings. 357-364. 2022
- Cross-domain multi-task learning for sequential sentence classification in research papers. JCDL '22: Proceedings of the 22nd ACM/IEEE Joint Conference on Digital Libraries. ACM. 1-13. 2022
- IWILDS'22 -- Third International Workshop on Investigating Learning During Web Search. SIGIR '22: Proceedings of the 45th International ACM SIGIR Conference on Research and Development in Information Retrieval. ACM. 3482-3484. 2022
- Predicting Knowledge Gain for MOOC Video Consumption. Artificial Intelligence in Education. Posters and Late Breaking Results, Workshops and Tutorials, Industry and Innovation Tracks, Practitioners’ and Doctoral Consortium. Springer, Cham. 458-462. 2022
- SaL-Lightning Dataset: Search and Eye Gaze Behavior, Resource Interactions and Knowledge Gain during Web Search. CHIIR '22: ACM SIGIR Conference on Human Information Interaction and Retrieval. ACM. 347-352. 2022
- A Review on Recent Advances in Video-based Learning Research: Video Features, Interaction, Tools, and Technologies. Proceedings of the CIKM 2021 Workshops co-located with 30th ACM International Conference on Information and Knowledge Management (CIKM 2021). 2021
- On the Impact of Features and Classifiers for Measuring Knowledge Gain during Web Search - A Case Study. Proceedings of the CIKM 2021 Workshops co-located with 30th ACM International Conference on Information and Knowledge Management (CIKM 2021). Gold Coast, Queensland, Australia: CEUR-WS.org. 2021
- Citation Recommendation for Research Papers via Knowledge Graphs. Linking Theory and Practice of Digital Libraries, 25th International Conference on Theory and Practice of Digital Libraries, TPDL 2021, Virtual Event, September 13–17, 2021, Proceedings. 165-174. 2021
- Coreference Resolution in Research Papers from Multiple Domains. Advances in Information Retrieval 43rd European Conference on IR Research, ECIR 2021, Virtual Event, March 28 – April 1, 2021, Proceedings, Part I. 79-97. 2021
- Evaluation of Automated Image Descriptions for Visually Impaired Students. Artificial Intelligence in Education 22nd International Conference, AIED 2021, Utrecht, The Netherlands, June 14–18, 2021, Proceedings, Part II. 196-201. 2021
- IWILDS'21: Second International Workshop on Learning During Web Search. CIKM '21: Proceedings of the 30th ACM International Conference on Information & Knowledge Management. 4880-4881. 2021
- Predicting Knowledge Gain During Web Search Based on Multimedia Resource Consumption. Artificial Intelligence in Education 22nd International Conference, AIED 2021, Utrecht, The Netherlands, June 14–18, 2021, Proceedings, Part I. 318-330. 2021
- The STEM-ECR Dataset: Grounding Scientific Entity References in STEM Scholarly Content to Authoritative Encyclopedic and Lexicographic Sources. Proceedings of the 12th Conference on Language Resources and Evaluation (LREC 2020). 2192-2203. 2020
- Domain-Independent Extraction of Scientific Concepts from Research Articles. Advances in Information Retrieval: 42nd European Conference on IR Research, ECIR 2020, Lisbon, Portugal, April 14–17, 2020, Proceedings, Part I. Springer, Cham. 251-266. 2020
- IWILDS'20: The 1st International Workshop on Investigating Learning during Web Search. CIKM '20: Proceedings of the 29th ACM International Conference on Information & Knowledge Management. 3535-3536. 2020
- Investigating Correlations of Automatically Extracted Multimodal Features and Lecture Video Quality. SALMM '19: Proceedings of the 1st International Workshop on Search as Learning with Multimedia Information. New York, NY, United States: Association for Computing Machinery. 11-19. 2019
- SALMM'19: First International Workshop on Search as Learning with Multimedia Information. MM '19: Proceedings of the 27th ACM International Conference on Multimedia. ACM. 2724-2725. 2019
- Current Challenges for Studying Search as Learning Processes. WebSci’18 Linked Learning 2018. 2018
- An Analytics Tool for Exploring Scientific Software and Related Publications. Digital Libraries for Open Knowledge. 299-303. 2018
- TIB-arXiv: An Alternative Search Portal for the arXiv Pre-print Server. Digital Libraries for Open Knowledge. 295-298. 2018
- Customizing Semantic Profiling for Digital Advertising. On the Move to Meaningful Internet Systems: OTM 2014 Workshops. 469-478. 2014
- Dynamic, Behavior-Based User Profiling Using Semantic Web Technologies in a Big Data Context. On the Move to Meaningful Internet Systems: OTM 2013 Workshops Confederated International Workshops: OTM Academy, OTM Industry Case Studies Program, ACM, EI2N, ISDE, META4eS, ORM, SeDeS, SINCOM, SMS and SOMOCO 2013, Graz, Austria, September 9 - 13, 2013, Proceedings. 363-372. 2013
- (= (+ Intelligence ?) Wisdom). Communications in Computer and Information Science. 35-43. 2012
- Evaluating Decisions: Characteristics, Evaluation of Outcome and Serious Games. Communications in Computer and Information Science. 44-51. 2012
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conference paper
- IWILDS'25: The 5th International Workshop on Investigating Learning During Web Search. 1116-1117. 2025
- Grade Level Filtering for Learning Object Search using Entity Linking. Joint Proceedings of the 10th International Workshop on News Recommendation and Analytics (INRA 2022) and the 3rd International Workshop on Investigating Learning During Web Search (IWILDS 2022) co-located with 45th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2022), Madrid, Spain, July 15, 2022. 69-83. 2022
- Preface to the Proceedings of the Third International Workshop on Investigating Learning during Web Search (IWILDS’22). Joint Proceedings of the 10th International Workshop on News Recommendation and Analytics (INRA 2022) and the 3rd International Workshop on Investigating Learning During Web Search (IWILDS 2022) co-located with 45th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2022), Madrid, Spain, July 15, 2022. 2022
- Requirements Analysis for an Open Research Knowledge Graph. Digital Libraries for Open Knowledge: 24th International Conference on Theory and Practice of Digital Libraries, TPDL 2020, Lyon, France, August 25–27, 2020, Proceedings. 3-18. 2020
- Towards a modelization of the elusive concept of wisdom using fuzzy techniques 2012
- Wisdom - the blurry top of human cognition in the DIKW-model? 2011
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conference poster
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dataset
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preprint
- On the Influence of Reading Sequences on Knowledge Gain during Web Search 2024
- Saliency Detection in Educational Videos: Analyzing the Performance of Current Models, Identifying Limitations and Advancement Directions 2024
- A Closer Look into Recent Video-based Learning Research: A Comprehensive Review of Video Characteristics, Tools, Technologies, and Learning Effectiveness 2023
- Predicting Knowledge Gain for MOOC Video Consumption 2022
- SaL-Lightning Dataset: Search and Eye Gaze Behavior, Resource Interactions and Knowledge Gain during Web Search 2022
- Analysing the Requirements for an Open Research Knowledge Graph: Use Cases, Quality Requirements and Construction Strategies 2021
- Citation Recommendation for Research Papers via Knowledge Graphs 2021
- Coreference Resolution in Research Papers from Multiple Domains 2021
- Cross-Domain Multi-Task Learning for Sequential Sentence Classification in Research Papers 2021
- Evaluation of Automated Image Descriptions for Visually Impaired Students 2021
- Predicting Knowledge Gain during Web Search based on Multimedia Resource Consumption 2021
- Requirements Analysis for an Open Research Knowledge Graph 2020
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report
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slideshow
- B!SON: Empfehlung von Open-Access-Zeitschriften – offen, verlagsagnostisch, datenschutzkonform 2022
- B!SON – Empfehlungsservice für qualitätsgesicherte Open-Access-Zeitschriften 2021
- 1. Workshop im Projekt "B!SON - Bibliometrisches und Semantisches Open Access Recommender Netzwerk": Präsentation 2021
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working paper
Co-author Network
Map of Science