selected publications
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academic article
- Exploring Data Mining in Chemistry Education: Building a Web-Based Learning Platform for Learning Analytics. Journal of Chemical Education. 2024
- Learning analytics and the Universal Design for Learning (UDL): A clustering approach. Computers & Education. 214:105028. 2024
- Sequential sentence classification in research papers using cross-domain multi-task learning. International Journal on Digital Libraries. 2024
- Comparing different search methods for the open access journal recommendation tool B!SON. International Journal on Digital Libraries. 2023
- Formative assessment strategies for students' conceptions—The potential of learning analytics. British Journal of Educational Technology. 54:58-75. 2022
- 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
- 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
- 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
- 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
- Current Challenges for Studying Search as Learning Processes. WebSci’18 Linked Learning 2018. 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. Lecture Notes in Computer Science. 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
- 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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dataset
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preprint
- A Closer Look into Recent Video-based Learning Research: A Comprehensive Review of Video Characteristics, Tools, Technologies, and Learning Effectiveness 2023
- Analysing the Requirements for an Open Research Knowledge Graph: Use Cases, Quality Requirements and Construction Strategies 2021
- Requirements Analysis for an Open Research Knowledge Graph 2020
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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
- B!SON – Empfehlungsservice für qualitätsgesicherte Open-Access-Zeitschriften 2021
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working paper
Co-author Network
Map of Science