Dr. Anett Hoppe

Number of publications: 45

Conference Articles

2025

1. [1]

   W. Gritz, A. Hoppe, and R. Ewerth:

   Unraveling the Impact of Visual Complexity on Search as Learning

   In: European Conference on Information Retrieval, ECIR 2025, Lucca, Italy, April 6-10, 2025. Springer, 2025.

   Accepted for Publication

   Bib

           @inproceedings{DBLP:conf/ecir/GritzUnraveling2025,
     author = {Gritz, Wolfgang and Hoppe, Anett and Ewerth, Ralph},
     title = {Unraveling the Impact of Visual Complexity on Search as Learning},
     booktitle = {European Conference on Information Retrieval, {ECIR} 2025, Lucca, Italy, April 6-10, 2025},
     pages_ = {},
     status = {unpublished},
     publisher = {Springer},
     year = {2025},
     doi_ = {},
     timestamp_ = {},
     biburl_ = {},
     bibsource_ = {}
   }

2024

1. [1]

   R. Sebastian and A. Hoppe:

   An Updated Analysis of Learning Resource Metadata Usage on the Web

   In: International Conference on Theory and Practice of Digital Libraries, TPDL 2024, Ljubljanja, Slovenia, September 24-27, 2024. Springer, 2024.

   Accepted for Publication

   Bib

           @inproceedings{DBLP:conf/um/Sebastian25,
     author = {Sebastian, Ratan and Hoppe, Anett},
     title = {An Updated Analysis of Learning Resource Metadata Usage on the Web},
     booktitle = {International Conference on Theory and Practice of Digital Libraries, {TPDL} 2024, Ljubljanja, Slovenia, September 24-27, 2024},
     pages_ = {},
     status = {unpublished},
     publisher = {Springer},
     year = {2024},
     doi_ = {},
     timestamp_ = {},
     biburl_ = {},
     bibsource_ = {}
   }

2. [2]

   E. Entrup, R. Ewerth, and A. Hoppe:

   Can Editorial Decisions Impair Journal Recommendations? Analysing the Impact of Journal Characteristics on Recommendation Systems

   In: ACM Conference on Recommender Systems, RecSys 2024, Bari, Italy, October 14-18, 2024, pp. 1062–1066. ACM, 2024.

   https://doi.org/10.1145/3640457.3688194

   Bib

           @inproceedings{DBLP:conf/recsys/EntrupEH24,
     author = {Entrup, Elias and Ewerth, Ralph and Hoppe, Anett},
     editor_ = {Tommaso Di Noia and
                       Pasquale Lops and
                       Thorsten Joachims and
                       Katrien Verbert and
                       Pablo Castells and
                       Zhenhua Dong and
                       Ben London},
     title = {Can Editorial Decisions Impair Journal Recommendations? Analysing the Impact of Journal Characteristics on Recommendation Systems},
     booktitle = {{ACM} Conference on Recommender Systems, RecSys 2024, Bari, Italy, October 14-18, 2024},
     pages = {1062--1066},
     publisher = {{ACM}},
     year = {2024},
     doi = {10.1145/3640457.3688194}
   }

3. [3]

   W. Gritz, A. Hoppe, and R. Ewerth:

   On the Influence of Reading Sequences on Knowledge Gain During Web Search

   In: European Conference on Information Retrieval, ECIR 2024, Glasgow, UK, March 24-28, 2024, pp. 364–373. Springer, 2024.

   https://doi.org/10.1007/978-3-031-56063-7_28

   Bib

           @inproceedings{DBLP:conf/ecir/GritzHE24,
     author = {Gritz, Wolfgang and Hoppe, Anett and Ewerth, Ralph},
     editor_ = {Nazli Goharian and
                       Nicola Tonellotto and
                       Yulan He and
                       Aldo Lipani and
                       Graham McDonald and
                       Craig Macdonald and
                       Iadh Ounis},
     title = {On the Influence of Reading Sequences on Knowledge Gain During Web
                       Search},
     booktitle = {European Conference on Information
                       Retrieval, {ECIR} 2024, Glasgow, UK, March 24-28, 2024},
     series_ = {Lecture Notes in Computer Science},
     volume_ = {14610},
     pages = {364--373},
     publisher = {Springer},
     year = {2024},
     url_ = {https://doi.org/10.1007/978-3-031-56063-7\_28},
     doi = {10.1007/978-3-031-56063-7_28},
     timestamp = {Mon, 01 Apr 2024 11:13:52 +0200},
     biburl = {https://dblp.org/rec/conf/ecir/GritzHE24.bib},
     bibsource = {dblp computer science bibliography, https://dblp.org}
   }

4. [4]

   E. Navarrete, R. Ewerth, and A. Hoppe:

   Saliency Detection in Educational Videos: Analyzing the Performance of Current Models, Identifying Limitations and Advancement Directions

   In: ACM International Conference on Information and Knowledge Management, CIKM 2024, Boise, Idaho, United States of America, October 21-25, 2024, 2024.

   Accepted for Publication

   Bib

           @inproceedings{cikm_NavarreteEH24,
     author = {Navarrete, Evelyn and Ewerth, Ralph and Hoppe, Anett},
     booktitle = {ACM International Conference on Information and Knowledge Management, CIKM 2024, Boise, Idaho, United States of America, October 21-25, 2024},
     title = {Saliency Detection in Educational Videos: Analyzing the Performance of Current Models, Identifying Limitations and Advancement Directions},
     year = {2024},
     status = {unpublished}
   }

5. [5]

   J. Berger, J. Koß, M. Stamatakis, A. Hoppe, R. Ewerth, and C. Wartena:

   Question Generation Capabilities of “Small" Large Language Models

   In: International Conference on Natural Language & Information Systems, NLDB 2024, Turin, Italy, June 25-27, 2024. Springer, 2024.

   Accepted for Publication

   Bib

           @inproceedings{berger2024llms,
     author = {Berger, Joshua and Koß, Jonathan and Stamatakis, Markos and Hoppe, Anett and Ewerth, Ralph and Wartena, Christian},
     title = {Question Generation Capabilities of ``Small" Large Language Models},
     booktitle = {International Conference on Natural Language & Information Systems,
                       {NLDB} 2024, Turin, Italy, June 25-27, 2024},
     publisher = {Springer},
     year = {2024},
     status = {unpublished}
   }

2023

1. [1]

   M. Roski, R. Sebastian, R. Ewerth, A. Hoppe, and A. Nehring:

   Dropout Prediction in a Web Environment Based on Universal Design for Learning

   In: International Conference on Artificial Intelligence in Education, AIED 2023, Tokyo, Japan, July 3-7, 2023,, pp. 515–527. Springer, 2023.

   https://doi.org/10.1007/978-3-031-36272-9_42

   Bib

           @inproceedings{DBLP:conf/aied/RoskiSEHN23,
     author = {Roski, Marvin and Sebastian, Ratan and Ewerth, Ralph and Hoppe, Anett and Nehring, Andreas},
     booktitle = {International Conference on Artificial Intelligence in Education, {AIED} 2023, Tokyo, Japan, July 3-7, 2023,},
     title = {Dropout Prediction in a Web Environment Based on Universal Design for Learning},
     year = {2023},
     pages = {515--527},
     publisher = {Springer},
     bibsource = {dblp computer science bibliography, https://dblp.org},
     biburl = {https://dblp.org/rec/conf/aied/RoskiSEHN23.bib},
     doi = {10.1007/978-3-031-36272-9\_42},
     editor_ = {Ning Wang and Genaro Rebolledo{-}Mendez and Noboru Matsuda and Olga C. Santos and Vania Dimitrova},
     series_ = {Lecture Notes in Computer Science},
     timestamp = {Fri, 04 Aug 2023 15:27:47 +0200},
     url_ = {https://doi.org/10.1007/978-3-031-36272-9\_42},
     volume_ = {13916}
   }

2. [2]

   W. Gritz, C. Otto, A. Hoppe, G. Pardi, Y. Kammerer, and R. Ewerth:

   Comparing Interface Layouts for the Presentation of Multimodal Search Results

   In: ACM SIGIR Conference on Human Information Interaction and Retrieval, CHIIR 2023, Austin, TX, USA, March 19-23, 2023, pp. 321–327. ACM, 2023.

   https://doi.org/10.1145/3576840.3578335

   Bib

           @inproceedings{DBLP:conf/chiir/GritzOHPKE23,
     author = {Gritz, Wolfgang and Otto, Christian and Hoppe, Anett and Pardi, Georg and Kammerer, Yvonne and Ewerth, Ralph},
     booktitle = {{ACM} {SIGIR} Conference on Human Information Interaction and Retrieval, {CHIIR} 2023, Austin, TX, USA, March 19-23, 2023},
     title = {Comparing Interface Layouts for the Presentation of Multimodal Search Results},
     year = {2023},
     editor = {Gwizdka, Jacek and Rieh, Soo Young},
     pages = {321--327},
     publisher = {{ACM}},
     bibsource = {dblp computer science bibliography, https://dblp.org},
     biburl = {https://dblp.org/rec/conf/chiir/GritzOHPKE23.bib},
     doi = {10.1145/3576840.3578335},
     timestamp = {Sat, 30 Sep 2023 09:36:49 +0200},
     url_ = {https://doi.org/10.1145/3576840.3578335}
   }

3. [3]

   E. Entrup, R. Ewerth, and A. Hoppe:

   A Comparison of Automated Journal Recommender Systems

   In: International Conference on Theory and Practice of Digital Libraries, TPDL 2023, Zadar, Croatia, September 26-29, 2023, pp. 230–238. Springer, 2023.

   https://doi.org/10.1007/978-3-031-43849-3_20

   Bib

           @inproceedings{DBLP:conf/ercimdl/EntrupEH23,
     author = {Entrup, Elias and Ewerth, Ralph and Hoppe, Anett},
     booktitle = {International Conference on Theory and Practice of Digital Libraries, {TPDL} 2023, Zadar, Croatia, September 26-29, 2023},
     title = {A Comparison of Automated Journal Recommender Systems},
     year = {2023},
     pages = {230--238},
     publisher = {Springer},
     bibsource = {dblp computer science bibliography, https://dblp.org},
     biburl = {https://dblp.org/rec/conf/ercimdl/EntrupEH23.bib},
     doi = {10.1007/978-3-031-43849-3\_20},
     editor_ = {Omar Alonso and Helena Cousijn and Gianmaria Silvello and M{\'{o}}nica Marrero and Carla Teixeira Lopes and Stefano Marchesin},
     series_ = {Lecture Notes in Computer Science},
     timestamp = {Sun, 17 Dec 2023 00:00:00 +0100},
     url_ = {https://doi.org/10.1007/978-3-031-43849-3\_20},
     volume_ = {14241}
   }

4. [4]

   M. Stamatakis, W. Gritz, J. Oldag, A. Hoppe, S. Schanze, and R. Ewerth:

   Automatic Analysis of Student Drawings in Chemistry Classes

   In: International Conference on Artificial Intelligence in Education, AIED 2023, Tokyo, Japan, July 3-7, 2023, pp. 824–829. Springer, 2023.

   https://doi.org/10.1007/978-3-031-36272-9_78

   Bib

           @inproceedings{stamatakis2023automatic,
     author = {Stamatakis, Markos and Gritz, Wolfgang and Oldag, Jos and Hoppe, Anett and Schanze, Sascha and Ewerth, Ralph},
     editor_ = {Ning Wang and
                       Genaro Rebolledo{-}Mendez and
                       Noboru Matsuda and
                       Olga C. Santos and
                       Vania Dimitrova},
     title = {Automatic Analysis of Student Drawings in Chemistry Classes},
     booktitle = {International Conference on Artificial Intelligence in Education,
                       {AIED} 2023, Tokyo, Japan, July 3-7, 2023},
     series_ = {Lecture Notes in Computer Science},
     volume_ = {13916},
     pages = {824--829},
     publisher = {Springer},
     year = {2023},
     url_ = {https://doi.org/10.1007/978-3-031-36272-9\_78},
     doi = {10.1007/978-3-031-36272-9\_78},
     timestamp = {Fri, 07 Jul 2023 23:30:38 +0200},
     biburl = {https://dblp.org/rec/conf/aied/StamatakisGOHSE23.bib},
     bibsource = {dblp computer science bibliography, https://dblp.org}
   }

2022

1. [1]

   R. J. Sebastian, R. Ewerth, and A. Hoppe:

   Grade Level Filtering for Learning Object Search using Entity Linking

   In: International Workshop on Investigating Learning During Web Search co-located with the International ACM SIGIR Conference on Research and Development in Information Retrieval, IWILDS@SIGIR 2022, Madrid, Spain, July 15, 2022, 3411, pp. 69–83. CEUR-WS.org, 2022.

   https://ceur-ws.org/Vol-3411/IWILDS-paper3.pdf

   Bib

           @inproceedings{DBLP:conf/sigir/SebastianEH22,
     author = {Sebastian, Ratan J. and Ewerth, Ralph and Hoppe, Anett},
     editor = {{\"{O}}zlem {\"{O}}zg{\"{o}}bek and Lommatzsch, Andreas and Kille, Benjamin and Liu, Peng and Malthouse, Edward C. and Gulla, Jon Atle and Hoppe, Anett and Yu, Ran and Liu, Jiqun},
     title = {Grade Level Filtering for Learning Object Search using Entity Linking},
     booktitle = {International Workshop on
                       Investigating Learning During Web Search co-located
                       with the International {ACM} {SIGIR} Conference on Research and Development
                       in Information Retrieval, {IWILDS}@{SIGIR} 2022, Madrid, Spain, July 15, 2022},
     series = {{CEUR} Workshop Proceedings},
     volume = {3411},
     pages = {69--83},
     publisher = {CEUR-WS.org},
     year = {2022},
     timestamp = {Mon, 28 Aug 2023 17:23:07 +0200},
     biburl = {https://dblp.org/rec/conf/sigir/SebastianEH22.bib},
     bibsource = {dblp computer science bibliography, https://dblp.org}
   }

2. [2]

   E. Entrup, A. Eppelin, R. Ewerth, J. Hartwig, M. Tullney, M. Wohlgemuth, and A. Hoppe:

   B!SON: A Tool for Open Access Journal Recommendation

   In: International Conference on Theory and Practice of Digital Libraries, TPDL 2022, Padua, Italy, September 20-23, 2022, pp. 357–364. Springer, 2022.

   https://doi.org/10.1007/978-3-031-16802-4_33

   Bib

           @inproceedings{DBLP:conf/ercimdl/EntrupEEHTWH21,
     author = {Entrup, Elias and Eppelin, Anita and Ewerth, Ralph and Hartwig, Josephine and Tullney, Marco and Wohlgemuth, Michael and Hoppe, Anett},
     title = {B!SON: {A} Tool for Open Access Journal Recommendation},
     booktitle = {International Conference on Theory and Practice of Digital Libraries, {TPDL} 2022, Padua, Italy, September 20-23, 2022},
     pages = {357--364},
     publisher = {Springer},
     year = {2022},
     doi = {10.1007/978-3-031-16802-4\_33},
     timestamp = {Thu, 05 Jan 2023 17:08:54 +0100},
     biburl = {https://dblp.org/rec/conf/ercimdl/EntrupEEHTWH21.bib},
     bibsource = {dblp computer science bibliography, https://dblp.org}
   }

3. [3]

   C. Otto, M. Rokicki, G. Pardi, W. Gritz, D. Hienert, R. Yu, J. Hoyer, A. Hoppe, S. Dietze, P. Holtz, Y. Kammerer, and R. Ewerth:

   SaL-Lightning Dataset: Search and Eye Gaze Behavior, Resource Interactions and Knowledge Gain during Web Search

   In: ACM SIGIR Conference on Human Information Interaction and Retrieval, CHIIR 2022, Regensburg, Germany, March 14 - 18, 2022, pp. 347–352. ACM, 2022.

   https://doi.org/10.1145/3498366.3505835

   Bib

           @inproceedings{DBLP:conf/chiir/OttoRPGH0HHDHKE22,
     author = {Otto, Christian and Rokicki, Markus and Pardi, Georg and Gritz, Wolfgang and Hienert, Daniel and Yu, Ran and von Hoyer, Johannes and Hoppe, Anett and Dietze, Stefan and Holtz, Peter and Kammerer, Yvonne and Ewerth, Ralph},
     booktitle = {{ACM} {SIGIR} Conference on Human Information Interaction and Retrieval, {CHIIR} 2022, Regensburg, Germany, March 14 - 18, 2022},
     title = {SaL-Lightning Dataset: Search and Eye Gaze Behavior, Resource Interactions and Knowledge Gain during Web Search},
     year = {2022},
     editor = {Elsweiler, David},
     pages = {347--352},
     publisher = {{ACM}},
     bibsource = {dblp computer science bibliography, https://dblp.org},
     biburl = {https://dblp.org/rec/conf/chiir/OttoRPGH0HHDHKE22.bib},
     doi = {10.1145/3498366.3505835},
     timestamp = {Thu, 25 Apr 2024 01:00:00 +0200},
     url_ = {https://doi.org/10.1145/3498366.3505835}
   }

4. [4]

   A. Brack, A. Hoppe, P. Buschermöhle, and R. Ewerth:

   Cross-domain multi-task learning for sequential sentence classification in research papers

   In: ACM/IEEE Joint Conference on Digital Libraries, JCDL 2022, Cologne, Germany, June 20 - 24, 2022, pp. 34. ACM, 2022.

   Best Student Paper Award

   https://doi.org/10.1145/3529372.3530922

   Bib

           @inproceedings{DBLP:conf/jcdl/BrackHBE22,
     author = {Brack, Arthur and Hoppe, Anett and Buscherm{\"{o}}hle, Pascal and Ewerth, Ralph},
     booktitle = {{ACM/IEEE} Joint Conference on Digital Libraries, {JCDL} 2022, Cologne, Germany, June 20 - 24, 2022},
     title = {Cross-domain multi-task learning for sequential sentence classification in research papers},
     year = {2022},
     pages = {34},
     publisher = {{ACM}},
     bibsource = {dblp computer science bibliography, https://dblp.org},
     biburl = {https://dblp.org/rec/conf/jcdl/BrackHBE22.bib},
     doi = {10.1145/3529372.3530922},
     editor_ = {Akiko Aizawa and Thomas Mandl and Zeljko Carevic and Annika Hinze and Philipp Mayr and Philipp Schaer},
     timestamp = {Fri, 19 Aug 2022 14:05:12 +0200},
     url_ = {https://doi.org/10.1145/3529372.3530922},
     awards_de = {Best Student Paper Award},
     awards_en = {Best Student Paper Award}
   }

5. [5]

   A. Hoppe, R. Yu, and J. Liu:

   Preface to the Proceedings of the Third International Workshop on Investigating Learning during Web Search (IWILDS’22)

   In: International Workshop on Investigating Learning During Web Search co-located with the ACM SIGIR Conference on Research and Development in Information Retrieval IWILDS@SIGIR 2022, Madrid, Spain, July 15, 2022, pp. 38–44. CEUR-WS.org, 2022.

   https://ceur-ws.org/Vol-3411/IWILDS-paper0_preface.pdf

   Bib

           @inproceedings{DBLP:conf/sigir/Hoppe0L22a,
     author = {Hoppe, Anett and Yu, Ran and Liu, Jiqun},
     booktitle = {International Workshop on Investigating Learning During Web Search co-located with the {ACM} {SIGIR} Conference on Research and Development in Information Retrieval {IWILDS}@{SIGIR} 2022, Madrid, Spain, July 15, 2022},
     title = {Preface to the Proceedings of the Third International Workshop on Investigating Learning during Web Search (IWILDS’22)},
     year = {2022},
     pages = {38--44},
     publisher = {CEUR-WS.org},
     bibsource = {dblp computer science bibliography, https://dblp.org},
     biburl = {https://dblp.org/rec/conf/sigir/Hoppe0L22a.bib},
     editor_ = {{\"{O}}zlem {\"{O}}zg{\"{o}}bek and Andreas Lommatzsch and Benjamin Kille and Peng Liu and Edward C. Malthouse and Jon Atle Gulla and Anett Hoppe and Ran Yu and Jiqun Liu},
     series_ = {{CEUR} Workshop Proceedings},
     timestamp = {Mon, 28 Aug 2023 17:23:07 +0200},
     volume_ = {3411}
   }

6. [6]

   A. Hoppe, R. Yu, and J. Liu:

   IWILDS’22 - Third International Workshop on Investigating Learning During Web Search

   In: International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR, 2022, Madrid, Spain, July 11 - 15, 2022, pp. 3482–3484. ACM, 2022.

   https://doi.org/10.1145/3477495.3531698

   Bib

           @inproceedings{DBLP:conf/sigir/Hoppe0L22,
     author = {Hoppe, Anett and Yu, Ran and Liu, Jiqun},
     booktitle = {International {ACM} {SIGIR} Conference on Research and Development in Information Retrieval, {SIGIR}, 2022, Madrid, Spain, July 11 - 15, 2022},
     title = {IWILDS'22 - Third International Workshop on Investigating Learning During Web Search},
     year = {2022},
     pages = {3482--3484},
     publisher = {{ACM}},
     bibsource = {dblp computer science bibliography, https://dblp.org},
     biburl = {https://dblp.org/rec/conf/sigir/Hoppe0L22.bib},
     doi = {10.1145/3477495.3531698},
     editor_ = {Enrique Amig{\'{o}} and Pablo Castells and Julio Gonzalo and Ben Carterette and J. Shane Culpepper and Gabriella Kazai},
     timestamp = {Sat, 09 Jul 2022 09:25:34 +0200},
     url_ = {https://doi.org/10.1145/3477495.3531698}
   }

7. [7]

   C. Otto, M. Stamatakis, A. Hoppe, and R. Ewerth:

   Predicting Knowledge Gain for MOOC Video Consumption

   In: International Conference on Artificial Intelligence in Education. Posters and Late Breaking Results, Workshops and Tutorials, Industry and Innovation Tracks, Practitioners’ and Doctoral Consortium, AIED 2022, Durham, UK, July 27-31, 2022, pp. 458–462. Springer, 2022.

   https://doi.org/10.1007/978-3-031-11647-6_92

   Bib

           @inproceedings{otto2022predicting,
     author = {Otto, Christian and Stamatakis, Markos and Hoppe, Anett and Ewerth, Ralph},
     editor_ = {Maria Mercedes T. Rodrigo and Noburu Matsuda and Alexandra I. Cristea and Vania Dimitrova},
     title = {Predicting Knowledge Gain for {MOOC} Video Consumption},
     booktitle = {International Conference on Artificial Intelligence in Education. Posters and Late Breaking Results, Workshops and Tutorials, Industry and Innovation Tracks, Practitioners' and Doctoral Consortium, {AIED} 2022, Durham, UK, July 27-31, 2022},
     series_ = {Lecture Notes in Computer Science},
     volume_ = {13356},
     pages = {458--462},
     publisher = {Springer},
     year = {2022},
     doi = {10.1007/978-3-031-11647-6_92},
     timestamp = {Mon, 08 Aug 2022 21:23:09 +0200},
     biburl = {https://dblp.org/rec/conf/aied/OttoSHE22.bib},
     bibsource = {dblp computer science bibliography, https://dblp.org},
     keywords = {ownwork}
   }

2021

1. [1]

   W. Gritz, A. Hoppe, and R. Ewerth:

   On the Impact of Features and Classifiers for Measuring Knowledge Gain during Web Search - A Case Study

   In: International Workshop on Investigating Learning During Web Search co-located with the International Conference on Information and Knowledge Management, IWILDS@CIKM 2021, Gold Coast, Queensland, Australia, November 1-5, 2021. CEUR-WS.org, 2021.

   https://ceur-ws.org/Vol-3052/paper6.pdf

   Bib

           @inproceedings{gritz2021on,
     author = {Gritz, Wolfgang and Hoppe, Anett and Ewerth, Ralph},
     editor_ = {Gao Cong and Maya Ramanath},
     title = {On the Impact of Features and Classifiers for Measuring Knowledge
                       Gain during Web Search - {A} Case Study},
     booktitle = {International Workshop on Investigating Learning During Web Search co-located with the International Conference on Information and Knowledge Management, {IWILDS}@{CIKM}
                       2021, Gold Coast, Queensland, Australia, November 1-5, 2021},
     series_ = {{CEUR} Workshop Proceedings},
     volume_ = {3052},
     publisher = {CEUR-WS.org},
     year = {2021},
     timestamp = {Fri, 10 Mar 2023 16:22:33 +0100},
     biburl = {https://dblp.org/rec/conf/cikm/GritzHE21.bib},
     bibsource = {dblp computer science bibliography, https://dblp.org}
   }

2. [2]

   A. Hoppe, D. Morris, and R. Ewerth:

   Evaluation of Automated Image Descriptions for Visually Impaired Students

   In: International Conference on Artificial Intelligence in Education, AIED, 2021, Utrecht, The Netherlands, June 14-18, 2021, pp. 196–201. Springer, 2021.

   https://doi.org/10.1007/978-3-030-78270-2_35

   Bib

           @inproceedings{DBLP:conf/aied/HoppeME21,
     author = {Hoppe, Anett and Morris, David and Ewerth, Ralph},
     booktitle = {International Conference on Artificial Intelligence in Education, {AIED}, 2021, Utrecht, The Netherlands, June 14-18, 2021},
     title = {Evaluation of Automated Image Descriptions for Visually Impaired Students},
     year = {2021},
     pages = {196--201},
     publisher = {Springer},
     bibsource = {dblp computer science bibliography, https://dblp.org},
     biburl = {https://dblp.org/rec/conf/aied/HoppeME21.bib},
     doi = {10.1007/978-3-030-78270-2\_35},
     editor_ = {Ido Roll and Danielle S. McNamara and Sergey A. Sosnovsky and Rose Luckin and Vania Dimitrova},
     series_ = {Lecture Notes in Computer Science},
     timestamp = {Tue, 15 Jun 2021 01:00:00 +0200},
     url_ = {https://doi.org/10.1007/978-3-030-78270-2\_35},
     volume_ = {12749}
   }

3. [3]

   C. Otto, R. Yu, G. Pardi, J. Hoyer, M. Rokicki, A. Hoppe, P. Holtz, Y. Kammerer, S. Dietze, and R. Ewerth:

   Predicting Knowledge Gain During Web Search Based on Multimedia Resource Consumption

   In: International Conference on Artificial Intelligence in Education, AIED 2021, Utrecht, The Netherlands, June 14-18, 2021, pp. 318–330. Springer, 2021.

   https://doi.org/10.1007/978-3-030-78292-4_26

   Bib

           @inproceedings{DBLP:conf/aied/Otto0PHRHHKDE21,
     author = {Otto, Christian and Yu, Ran and Pardi, Georg and von Hoyer, Johannes and Rokicki, Markus and Hoppe, Anett and Holtz, Peter and Kammerer, Yvonne and Dietze, Stefan and Ewerth, Ralph},
     booktitle = {International Conference on Artificial Intelligence in Education, {AIED} 2021, Utrecht, The Netherlands, June 14-18, 2021},
     title = {Predicting Knowledge Gain During Web Search Based on Multimedia Resource Consumption},
     year = {2021},
     pages = {318--330},
     publisher = {Springer},
     bibsource = {dblp computer science bibliography, https://dblp.org},
     biburl = {https://dblp.org/rec/conf/aied/Otto0PHRHHKDE21.bib},
     doi = {10.1007/978-3-030-78292-4\_26},
     editor_ = {Ido Roll and Danielle S. McNamara and Sergey A. Sosnovsky and Rose Luckin and Vania Dimitrova},
     series_ = {Lecture Notes in Computer Science},
     timestamp = {Thu, 25 Apr 2024 01:00:00 +0200},
     url_ = {https://doi.org/10.1007/978-3-030-78292-4\_26},
     volume_ = {12748}
   }

4. [4]

   A. Hoppe, R. Yu, I. R. Brich, and J. Liu:

   IWILDS’21: Second International Workshop on Learning During Web Search

   In: ACM International Conference on Information and Knowledge Management, CIKM 2021, Virtual Event, Queensland, Australia, November 1 - 5, 2021, pp. 4880–4881. ACM, 2021.

   https://doi.org/10.1145/3459637.3482034

   Bib

           @inproceedings{DBLP:conf/cikm/Hoppe0BL21,
     author = {Hoppe, Anett and Yu, Ran and Brich, Irina R. and Liu, Jiqun},
     booktitle = {{ACM} International Conference on Information and Knowledge Management, {CIKM} 2021, Virtual Event, Queensland, Australia, November 1 - 5, 2021},
     title = {IWILDS'21: Second International Workshop on Learning During Web Search},
     year = {2021},
     pages = {4880--4881},
     publisher = {{ACM}},
     bibsource = {dblp computer science bibliography, https://dblp.org},
     biburl = {https://dblp.org/rec/conf/cikm/Hoppe0BL21.bib},
     doi = {10.1145/3459637.3482034},
     editor_ = {Gianluca Demartini and Guido Zuccon and J. Shane Culpepper and Zi Huang and Hanghang Tong},
     timestamp = {Tue, 16 Aug 2022 23:04:38 +0200},
     url_ = {https://doi.org/10.1145/3459637.3482034}
   }

5. [5]

   E. Navarrete, A. Hoppe, and R. Ewerth:

   A Review on Recent Advances in Video-based Learning Research: Video Features, Interaction, Tools, and Technologies

   In: International Workshop on Investigating Learning During Web Search co-located with the International Conference on Information and Knowledge Management, IWILDS@CIKM 2021, Gold Coast, Queensland, Australia, November 1-5, 2021, 3052. CEUR-WS.org, 2021.

   https://ceur-ws.org/Vol-3052/paper7.pdf

   Bib

           @inproceedings{DBLP:conf/cikm/NavarreteHE21,
     author = {Navarrete, Evelyn and Hoppe, Anett and Ewerth, Ralph},
     booktitle = {International Workshop on Investigating Learning During Web Search co-located with the International Conference on Information and Knowledge Management, IWILDS@CIKM 2021, Gold Coast, Queensland, Australia, November 1-5, 2021},
     title = {A Review on Recent Advances in Video-based Learning Research: Video Features, Interaction, Tools, and Technologies},
     year = {2021},
     editor = {Cong, Gao and Ramanath, Maya},
     publisher = {CEUR-WS.org},
     series = {{CEUR} Workshop Proceedings},
     volume = {3052},
     bibsource = {dblp computer science bibliography, https://dblp.org},
     biburl = {https://dblp.org/rec/conf/cikm/NavarreteHE21.bib},
     timestamp = {Fri, 10 Mar 2023 00:00:00 +0100},
   }

6. [6]

   A. Brack, D. U. Müller, A. Hoppe, and R. Ewerth:

   Coreference Resolution in Research Papers from Multiple Domains

   In: European Conference on IR Research, ECIR 2021, Virtual Event, March 28 - April 1, 2021, pp. 79–97. Springer, 2021.

   https://doi.org/10.1007/978-3-030-72113-8_6

   Bib

           @inproceedings{DBLP:conf/ecir/BrackMHE21,
     author = {Brack, Arthur and M{\"{u}}ller, Daniel Uwe and Hoppe, Anett and Ewerth, Ralph},
     booktitle = {European Conference on {IR} Research, {ECIR} 2021, Virtual Event, March 28 - April 1, 2021},
     title = {Coreference Resolution in Research Papers from Multiple Domains},
     year = {2021},
     pages = {79--97},
     publisher = {Springer},
     bibsource = {dblp computer science bibliography, https://dblp.org},
     biburl = {https://dblp.org/rec/conf/ecir/BrackMHE21.bib},
     doi = {10.1007/978-3-030-72113-8\_6},
     editor_ = {Djoerd Hiemstra and Marie{-}Francine Moens and Josiane Mothe and Raffaele Perego and Martin Potthast and Fabrizio Sebastiani},
     series_ = {Lecture Notes in Computer Science},
     timestamp = {Wed, 07 Apr 2021 01:00:00 +0200},
     url_ = {https://doi.org/10.1007/978-3-030-72113-8\_6},
     volume_ = {12656}
   }

7. [7]

   A. Brack, A. Hoppe, and R. Ewerth:

   Citation Recommendation for Research Papers via Knowledge Graphs

   In: International Conference on Theory and Practice of Digital Libraries, TPDL 2021, Virtual Event, September 13-17, 2021, pp. 165–174. Springer, 2021.

   https://doi.org/10.1007/978-3-030-86324-1_20

   Bib

           @inproceedings{DBLP:conf/ercimdl/BrackHE21,
     author = {Brack, Arthur and Hoppe, Anett and Ewerth, Ralph},
     booktitle = {International Conference on Theory and Practice of Digital Libraries, {TPDL} 2021, Virtual Event, September 13-17, 2021},
     title = {Citation Recommendation for Research Papers via Knowledge Graphs},
     year = {2021},
     pages = {165--174},
     publisher = {Springer},
     bibsource = {dblp computer science bibliography, https://dblp.org},
     biburl = {https://dblp.org/rec/conf/ercimdl/BrackHE21.bib},
     doi = {10.1007/978-3-030-86324-1\_20},
     editor_ = {Gerd Berget and Mark Michael Hall and Daniel Brenn and Sanna Kumpulainen},
     series_ = {Lecture Notes in Computer Science},
     timestamp = {Thu, 16 Sep 2021 01:00:00 +0200},
     url_ = {https://doi.org/10.1007/978-3-030-86324-1\_20},
     volume_ = {12866}
   }

8. [8]

   A. Eppelin, E. Entrup, J. Hartwig, and A. Hoppe:

   B!SON–a tool to make OA journal selection easier

   In: Septentrio Conference Series(4), 2021.

   Bib

           @inproceedings{Eppelin2021,
     author = {Eppelin, Anita and Entrup, Elias and Hartwig, Josephine and Hoppe, Anett},
     booktitle = {Septentrio Conference Series},
     title = {B!SON--a tool to make OA journal selection easier},
     year = {2021},
     number = {4}
   }

2020

1. [1]

   A. Hoppe, R. Yu, Y. Kammerer, and L. Salmerón:

   IWILDS’20: The 1st International Workshop on Investigating Learning during Web Search

   In: ACM International Conference on Information and Knowledge Management, CIKM 2021, Virtual Event, Ireland, October 19-23, 2020, pp. 3535–3536. ACM, 2020.

   https://doi.org/10.1145/3340531.3414076

   Bib

           @inproceedings{DBLP:conf/cikm/Hoppe0KS20,
     author = {Hoppe, Anett and Yu, Ran and Kammerer, Yvonne and Salmer{\'{o}}n, Ladislao},
     booktitle = {{ACM} International Conference on Information and Knowledge Management, {CIKM} 2021, Virtual Event, Ireland, October 19-23, 2020},
     title = {IWILDS'20: The 1st International Workshop on Investigating Learning during Web Search},
     year = {2020},
     pages = {3535--3536},
     publisher = {{ACM}},
     bibsource = {dblp computer science bibliography, https://dblp.org},
     biburl = {https://dblp.org/rec/conf/cikm/Hoppe0KS20.bib},
     doi = {10.1145/3340531.3414076},
     editor_ = {Mathieu d'Aquin and Stefan Dietze and Claudia Hauff and Edward Curry and Philippe Cudr{\'{e}}{-}Mauroux},
     timestamp = {Fri, 25 Dec 2020 01:15:14 +0100},
     url_ = {https://doi.org/10.1145/3340531.3414076}
   }

2. [2]

   A. Brack, J. D’Souza, A. Hoppe, S. Auer, and R. Ewerth:

   Domain-Independent Extraction of Scientific Concepts from Research Articles

   In: European Conference on Information Retrieval, ECIR 2020, Lisbon, Portugal, April 14-17, 2020, pp. 251–266. Springer, 2020.

   https://doi.org/10.1007/978-3-030-45439-5_17

   Bib

           @inproceedings{DBLP:conf/ecir/BrackDHAE20,
     author = {Brack, Arthur and D'Souza, Jennifer and Hoppe, Anett and Auer, S{\"{o}}ren and Ewerth, Ralph},
     booktitle = {European Conference on Information Retrieval, {ECIR} 2020, Lisbon, Portugal, April 14-17, 2020},
     title = {Domain-Independent Extraction of Scientific Concepts from Research Articles},
     year = {2020},
     pages = {251--266},
     publisher = {Springer},
     bibsource = {dblp computer science bibliography, https://dblp.org},
     biburl = {https://dblp.org/rec/conf/ecir/BrackDHAE20.bib},
     doi = {10.1007/978-3-030-45439-5\_17},
     editor_ = {Joemon M. Jose and Emine Yilmaz and Jo{\~{a}}o Magalh{\~{a}}es and Pablo Castells and Nicola Ferro and M{\'{a}}rio J. Silva and Fl{\'{a}}vio Martins},
     series_ = {Lecture Notes in Computer Science},
     timestamp = {Mon, 26 Sep 2022 01:00:00 +0200},
     url_ = {https://doi.org/10.1007/978-3-030-45439-5\_17},
     volume_ = {12035}
   }

3. [3]

   A. Brack, A. Hoppe, M. Stocker, S. Auer, and R. Ewerth:

   Requirements Analysis for an Open Research Knowledge Graph

   In: International Conference on Theory and Practice of Digital Libraries, TPDL 2020, Lyon, France, August 25-27, 2020, pp. 3–18. Springer, 2020.

   https://doi.org/10.1007/978-3-030-54956-5_1

   Bib

           @inproceedings{DBLP:conf/ercimdl/BrackHSAE20,
     author = {Brack, Arthur and Hoppe, Anett and Stocker, Markus and Auer, S{\"{o}}ren and Ewerth, Ralph},
     editor = {Hall, Mark M. and Mercun, Tanja and Risse, Thomas and Duchateau, Fabien},
     title = {Requirements Analysis for an Open Research Knowledge Graph},
     booktitle = {International Conference
                       on Theory and Practice of Digital Libraries, {TPDL} 2020, Lyon, France,
                       August 25-27, 2020},
     series_ = {Lecture Notes in Computer Science},
     volume_ = {12246},
     pages = {3--18},
     publisher = {Springer},
     year = {2020},
     url_ = {https://doi.org/10.1007/978-3-030-54956-5\_1},
     doi = {10.1007/978-3-030-54956-5\_1},
     timestamp = {Sat, 05 Sep 2020 01:00:00 +0200},
     biburl = {https://dblp.org/rec/conf/ercimdl/BrackHSAE20.bib},
     bibsource = {dblp computer science bibliography, https://dblp.org}
   }

4. [4]

   J. D’Souza, A. Hoppe, A. Brack, M. Y. Jaradeh, S. Auer, and R. Ewerth:

   The STEM-ECR Dataset: Grounding Scientific Entity References in STEM Scholarly Content to Authoritative Encyclopedic and Lexicographic Sources

   In: Language Resources and Evaluation Conference, LREC 2020, Marseille, France, May 11-16, 2020, pp. 2192–2203. European Language Resources Association, 2020.

   https://aclanthology.org/2020.lrec-1.268/

   Bib

           @inproceedings{DBLP:conf/lrec/DSouzaHBJAE20,
     author = {D'Souza, Jennifer and Hoppe, Anett and Brack, Arthur and Jaradeh, Mohamad Yaser and Auer, S{\"{o}}ren and Ewerth, Ralph},
     booktitle = {Language Resources and Evaluation Conference, {LREC} 2020, Marseille, France, May 11-16, 2020},
     title = {The {STEM-ECR} Dataset: Grounding Scientific Entity References in {STEM} Scholarly Content to Authoritative Encyclopedic and Lexicographic Sources},
     year = {2020},
     pages = {2192--2203},
     publisher = {European Language Resources Association},
     bibsource = {dblp computer science bibliography, https://dblp.org},
     biburl = {https://dblp.org/rec/conf/lrec/DSouzaHBJAE20.bib},
     editor_ = {Nicoletta Calzolari and Fr{\'{e}}d{\'{e}}ric B{\'{e}}chet and Philippe Blache and Khalid Choukri and Christopher Cieri and Thierry Declerck and Sara Goggi and Hitoshi Isahara and Bente Maegaard and Joseph Mariani and H{\'{e}}l{\`{e}}ne Mazo and Asunci{\'{o}}n Moreno and Jan Odijk and Stelios Piperidis},
     timestamp = {Fri, 18 Mar 2022 00:00:00 +0100},
     url = {https://aclanthology.org/2020.lrec-1.268/}
   }

2019

1. [1]

   R. Ewerth, S. Dietze, A. Hoppe, and R. Yu:

   SALMM’19: First International Workshop on Search as Learning with Multimedia Information

   In: ACM International Conference on Multimedia, MM 2019, Nice, France, October 21-25, 2019, pp. 2724–2725. ACM, 2019.

   https://doi.org/10.1145/3343031.3350553

   Bib

           @inproceedings{DBLP:conf/mm/EwerthDH019,
     author = {Ewerth, Ralph and Dietze, Stefan and Hoppe, Anett and Yu, Ran},
     booktitle = {{ACM} International Conference on Multimedia, {MM} 2019, Nice, France, October 21-25, 2019},
     title = {SALMM'19: First International Workshop on Search as Learning with Multimedia Information},
     year = {2019},
     pages = {2724--2725},
     publisher = {{ACM}},
     bibsource = {dblp computer science bibliography, https://dblp.org},
     biburl = {https://dblp.org/rec/conf/mm/EwerthDH019.bib},
     doi = {10.1145/3343031.3350553},
     editor_ = {Laurent Amsaleg and Benoit Huet and Martha A. Larson and Guillaume Gravier and Hayley Hung and Chong{-}Wah Ngo and Wei Tsang Ooi},
     timestamp = {Fri, 06 Dec 2019 16:44:03 +0100},
     url_ = {https://doi.org/10.1145/3343031.3350553}
   }

2. [2]

   J. Shi, C. Otto, A. Hoppe, P. Holtz, and R. Ewerth:

   Investigating Correlations of Automatically Extracted Multimodal Features and Lecture Video Quality

   In: International Workshop on Search as Learning with Multimedia Information, SALMM 2019, pp. 11–19. ACM, 2019.

   https://doi.org/10.1145/3347451.3356731

   Bib

           @inproceedings{shi2019investigating,
     author = {Shi, Jianwei and Otto, Christian and Hoppe, Anett and Holtz, Peter and Ewerth, Ralph},
     title = {Investigating Correlations of Automatically Extracted Multimodal Features and Lecture Video Quality},
     year = {2019},
     isbn = {9781450369190},
     publisher = {{ACM}},
     address = {New York, NY, USA},
     doi = {10.1145/3347451.3356731},
     booktitle = {International Workshop on Search as Learning with Multimedia Information, {SALMM} 2019},
     pages = {11--19},
     numpages = {9},
     keywords = {ownwork},
     location = {Nice, France},
     series_ = {SALMM '19}
   }

2018

1. [1]

   M. Springstein, H. H. Nguyen, A. Hoppe, and R. Ewerth:

   TIB-arXiv: An Alternative Search Portal for the arXiv Pre-print Server

   In: International Conference on Theory and Practice of Digital Libraries, TPDL 2018, Porto, Portugal, September 10-13, 2018, pp. 295–298. Springer, 2018.

   https://doi.org/10.1007/978-3-030-00066-0_26

   Bib

           @inproceedings{DBLP:conf/ercimdl/SpringsteinNHE18,
     author = {Springstein, Matthias and Nguyen, Huu Hung and Hoppe, Anett and Ewerth, Ralph},
     booktitle = {International Conference on Theory and Practice of Digital Libraries, {TPDL} 2018, Porto, Portugal, September 10-13, 2018},
     title = {TIB-arXiv: An Alternative Search Portal for the arXiv Pre-print Server},
     year = {2018},
     pages = {295--298},
     publisher = {Springer},
     bibsource = {dblp computer science bibliography, https://dblp.org},
     biburl = {https://dblp.org/rec/conf/ercimdl/SpringsteinNHE18.bib},
     doi = {10.1007/978-3-030-00066-0\_26},
     editor_ = {Eva M. M{\'{e}}ndez Rodr{\'{\i}}guez and Fabio Crestani and Cristina Ribeiro and Gabriel David and Jo{\~{a}}o Correia Lopes},
     series_ = {Lecture Notes in Computer Science},
     timestamp = {Thu, 25 Apr 2024 01:00:00 +0200},
     url_ = {https://doi.org/10.1007/978-3-030-00066-0\_26},
     volume_ = {11057}
   }

2. [2]

   A. Hoppe, J. Hagen, H. Holzmann, G. Kniesel, and R. Ewerth:

   An Analytics Tool for Exploring Scientific Software and Related Publications

   In: International Conference on Theory and Practice of Digital Libraries, TPDL 2018, Porto, Portugal, September 10-13, 2018, pp. 299–303. Springer, 2018.

   https://doi.org/10.1007/978-3-030-00066-0_27

   Bib

           @inproceedings{DBLP:conf/ercimdl/HoppeHHKE18,
     author = {Hoppe, Anett and Hagen, Jascha and Holzmann, Helge and Kniesel, G{\"{u}}nter and Ewerth, Ralph},
     booktitle = {International Conference on Theory and Practice of Digital Libraries, {TPDL} 2018, Porto, Portugal, September 10-13, 2018},
     title = {An Analytics Tool for Exploring Scientific Software and Related Publications},
     year = {2018},
     pages = {299--303},
     publisher = {Springer},
     bibsource = {dblp computer science bibliography, https://dblp.org},
     biburl = {https://dblp.org/rec/conf/ercimdl/HoppeHHKE18.bib},
     doi = {10.1007/978-3-030-00066-0\_27},
     editor_ = {Eva M. M{\'{e}}ndez Rodr{\'{\i}}guez and Fabio Crestani and Cristina Ribeiro and Gabriel David and Jo{\~{a}}o Correia Lopes},
     series_ = {Lecture Notes in Computer Science},
     timestamp = {Thu, 25 Apr 2024 01:00:00 +0200},
     url_ = {https://doi.org/10.1007/978-3-030-00066-0\_27},
     volume_ = {11057}
   }

3. [3]

   A. Hoppe, P. Holtz, Y. Kammerer, R. Yu, S. Dietze, and R. Ewerth:

   Current challenges for studying search as learning processes

   In: Workshop on Learning & Education with Web Data co-located with ACM Web Science, LILE@Web Science 2018, May 27, 2018, 2018.

   Bib

           @inproceedings{Hoppe2018,
     author = {Hoppe, Anett and Holtz, Peter and Kammerer, Yvonne and Yu, Ran and Dietze, Stefan and Ewerth, Ralph},
     booktitle = {Workshop on Learning \& Education with Web Data co-located with ACM Web Science, {LILE}@{Web Science} 2018, May 27, 2018},
     title = {Current challenges for studying search as learning processes},
     year = {2018}
   }

4. [4]

   M. Springstein, H. H. Nguyen, A. Hoppe, and R. Ewerth:

   TIB-arXiv: An Alternative Search Portal for the arXiv Pre-print Server

   In: International Conference on Theory and Practice of Digital Libraries, TPDL 2018, Porto, Portugal, September 10-13, 2018, 11057, pp. 295–298. Springer, 2018.

   https://doi.org/10.1007/978-3-030-00066-0_26

   Bib

           @inproceedings{DBLP:conf/ercimdl/SpringsteinNHE19,
     author = {Springstein, Matthias and Nguyen, Huu Hung and Hoppe, Anett and Ewerth, Ralph},
     editor = {Rodr{\'{\i}}guez, Eva M. M{\'{e}}ndez and Crestani, Fabio and Ribeiro, Cristina and David, Gabriel and Lopes, Jo{\~{a}}o Correia},
     title = {TIB-arXiv: An Alternative Search Portal for the arXiv Pre-print Server},
     booktitle = {International Conference on Theory and Practice of Digital Libraries, {TPDL} 2018, Porto, Portugal,
                       September 10-13, 2018},
     series = {Lecture Notes in Computer Science},
     volume = {11057},
     pages = {295--298},
     publisher = {Springer},
     year = {2018},
     url_ = {https://doi.org/10.1007/978-3-030-00066-0\_26},
     doi = {10.1007/978-3-030-00066-0\_26},
     timestamp = {Thu, 25 Apr 2024 15:20:27 +0200},
     biburl = {https://dblp.org/rec/conf/ercimdl/SpringsteinNHE18.bib},
     bibsource = {dblp computer science bibliography, https://dblp.org}
   }

Journal Articles

2024

1. [1]

   A. Brack, E. Entrup, M. Stamatakis, P. Buschermöhle, A. Hoppe, and R. Ewerth:

   Sequential sentence classification in research papers using cross-domain multi-task learning

   International Journal on Digital Libraries, 2024.

   https://doi.org/10.1007/s00799-023-00392-z

   Bib

   The automatic semantic structuring of scientific text allows for more efficient reading of research articles and is an important indexing step for academic search engines. Sequential sentence classification is an essential structuring task and targets the categorisation of sentences based on their content and context. However, the potential of transfer learning for sentence classification across different scientific domains and text types, such as full papers and abstracts, has not yet been explored in prior work. In this paper, we present a systematic analysis of transfer learning for scientific sequential sentence classification. For this purpose, we derive seven research questions and present several contributions to address them: (1) We suggest a novel uniform deep learning architecture and multi-task learning for cross-domain sequential sentence classification in scientific text. (2) We tailor two transfer learning methods to deal with the given task, namely sequential transfer learning and multi-task learning. (3) We compare the results of the two best models using qualitative examples in a case study. (4) We provide an approach for the semi-automatic identification of semantically related classes across annotation schemes and analyse the results for four annotation schemes. The clusters and underlying semantic vectors are validated using k-means clustering. (5) Our comprehensive experimental results indicate that when using the proposed multi-task learning architecture, models trained on datasets from different scientific domains benefit from one another. Our approach significantly outperforms state of the art on full paper datasets while being on par for datasets consisting of abstracts.

           @article{Brack2024,
     author = {Brack, Arthur and Entrup, Elias and Stamatakis, Markos and Buschermöhle, Pascal and Hoppe, Anett and Ewerth, Ralph},
     journal = {International Journal on Digital Libraries},
     title = {Sequential sentence classification in research papers using cross-domain multi-task learning},
     year = {2024},
     issn = {1432-1300},
     doi = {10.1007/s00799-023-00392-z},
     refid = {Brack2024},
     url_ = {https://doi.org/10.1007/s00799-023-00392-z}
   }

2. [2]

   M. Roski, R. Ewerth, A. Hoppe, and A. Nehring:

   Exploring Data Mining in Chemistry Education: Building a Web-Based Learning Platform for Learning Analytics

   Journal of Chemical Education, 101(3), pp. 930–940. American Chemical Society, 2024.

   https://doi.org/10.1021/acs.jchemed.3c00794

   Bib

           @article{Roski2024,
     author = {Roski, Marvin and Ewerth, Ralph and Hoppe, Anett and Nehring, Andreas},
     journal = {Journal of Chemical Education},
     title = {Exploring Data Mining in Chemistry Education: Building a Web-Based Learning Platform for Learning Analytics},
     year = {2024},
     issn = {0021-9584},
     month = mar,
     number = {3},
     pages = {930--940},
     volume = {101},
     comment = {doi: 10.1021/acs.jchemed.3c00794},
     doi = {10.1021/acs.jchemed.3c00794},
     publisher = {American Chemical Society},
     url_ = {https://doi.org/10.1021/acs.jchemed.3c00794}
   }

3. [3]

   M. Roski, R. Sebastian, R. Ewerth, A. Hoppe, and A. Nehring:

   Learning analytics and the Universal Design for Learning (UDL): A clustering approach

   Computers & Education, 214, pp. 105028, 2024.

   https://doi.org/10.1016/j.compedu.2024.105028

   Bib

   In the context of inclusive education, Universal Design for Learning (UDL) is a framework used worldwide to create learning opportunities accessible to all learners. While much research focused on the design and students’ perceptions of UDL-based learning settings, studies on students’ usage patterns in UDL-guided elements, particularly in digital environments, are still scarce. Therefore, we analyze and cluster the usage patterns of 9th and 10th graders in a web-based learning platform called I3Learn. The platform focuses on chemistry learning, and UDL principles guide its design. We collected the temporal usage patterns of UDL-guided elements of 384 learners in detailed log files. The collected data includes the time spent using video and/or text as a source of information, working on learning tasks with or without help and working on self-assessments. We used Exploratory Factor Analysis (EFA) to identify relevant factors in the observed usage behaviors. Based on the factor loadings, we extracted features for k-means clustering and named the resulting groups based on their usage patterns and learner characteristics. The EFA revealed four factors suggesting that learners remain consistent in selecting UDL-guided elements that require a decision (video or text, tasks with or without help). Based on these four factors, the cluster analysis identifies six different groups. We discuss these results as a starting point to provide individualized learning support through further artificial intelligence applications and inform educators about learner activity through a dashboard.

           @article{Roski2024a,
     author = {Roski, Marvin and Sebastian, Ratan and Ewerth, Ralph and Hoppe, Anett and Nehring, Andreas},
     journal = {Computers & Education},
     title = {Learning analytics and the Universal Design for Learning (UDL): A clustering approach},
     year = {2024},
     issn = {0360-1315},
     pages = {105028},
     volume = {214},
     doi = {10.1016/j.compedu.2024.105028},
     keywords = {Clustering, Web-based learning science, Education inclusive education},
     url_ = {https://www.sciencedirect.com/science/article/pii/S0360131524000423}
   }

2023

1. [1]

   J. Stanja, W. Gritz, J. Krugel, A. Hoppe, and S. Dannemann:

   Formative assessment strategies for students’ conceptions - The potential of learning analytics

   British Journal of Educational Technology, 54(1), pp. 58–75, 2023.

   https://doi.org/10.1111/bjet.13288

   Bib

           @article{stanja2023formative,
     author = {Stanja, Judith and Gritz, Wolfgang and Krugel, Johannes and Hoppe, Anett and Dannemann, Sarah},
     title = {Formative assessment strategies for students' conceptions - The potential of learning analytics},
     journal = {British Journal of Educational Technology},
     volume = {54},
     number = {1},
     pages = {58--75},
     year = {2023},
     url_ = {https://doi.org/10.1111/bjet.13288},
     doi = {10.1111/bjet.13288},
     timestamp = {Tue, 28 Feb 2023 10:48:31 +0100},
     biburl = {https://dblp.org/rec/journals/bjet/StanjaGKHD23.bib},
     bibsource = {dblp computer science bibliography, https://dblp.org}
   }

2. [2]

   E. Navarrete, A. Nehring, S. Schanze, R. Ewerth, and A. Hoppe:

   A Closer Look into Recent Video-based Learning Research: A Comprehensive Review of Video Characteristics, Tools, Technologies, and Learning Effectiveness

   arXiv preprint, abs/2301.13617, 2023.

   https://doi.org/10.48550/arXiv.2301.13617

   Bib

           @article{DBLP:journals/corr/abs-2301-13617,
     author = {Navarrete, Evelyn and Nehring, Andreas and Schanze, Sascha and Ewerth, Ralph and Hoppe, Anett},
     journal = {arXiv preprint},
     title = {A Closer Look into Recent Video-based Learning Research: {A} Comprehensive Review of Video Characteristics, Tools, Technologies, and Learning Effectiveness},
     year = {2023},
     volume = {abs/2301.13617},
     bibsource = {dblp computer science bibliography, https://dblp.org},
     biburl = {https://dblp.org/rec/journals/corr/abs-2301-13617.bib},
     doi = {10.48550/arXiv.2301.13617},
     eprint = {2301.13617},
     eprinttype = {arXiv},
     timestamp = {Thu, 02 Feb 2023 00:00:00 +0100},
     url_ = {https://doi.org/10.48550/arXiv.2301.13617}
   }

3. [3]

   E. Entrup, A. Eppelin, R. Ewerth, J. Hartwig, M. Tullney, M. Wohlgemuth, and A. Hoppe:

   Comparing different search methods for the open access journal recommendation tool B!SON

   International Journal on Digital Libraries, 2023.

   https://doi.org/10.1007/s00799-023-00372-3

   Bib

   Finding a suitable open access journal to publish academic work is a complex task: Researchers have to navigate a constantly growing number of journals, institutional agreements with publishers, funders’ conditions and the risk of predatory publishers. To help with these challenges, we introduce a web-based journal recommendation system called B!SON. A systematic requirements analysis was conducted in the form of a survey. The developed tool suggests open access journals based on title, abstract and references provided by the user. The recommendations are built on open data, publisher-independent and work across domains and languages. Transparency is provided by its open source nature, an open application programming interface (API) and by specifying which matches the shown recommendations are based on. The recommendation quality has been evaluated using two different evaluation techniques, including several new recommendation methods. We were able to improve the results from our previous paper with a pre-trained transformer model. The beta version of the tool received positive feedback from the community and in several test sessions. We developed a recommendation system for open access journals to help researchers find a suitable journal. The open tool has been extensively tested, and we found possible improvements for our current recommendation technique. Development by two German academic libraries ensures the longevity and sustainability of the system.

           @article{Entrup2023,
     author = {Entrup, Elias and Eppelin, Anita and Ewerth, Ralph and Hartwig, Josephine and Tullney, Marco and Wohlgemuth, Michael and Hoppe, Anett},
     journal = {International Journal on Digital Libraries},
     title = {Comparing different search methods for the open access journal recommendation tool B!SON},
     year = {2023},
     issn = {1432-1300},
     doi = {10.1007/s00799-023-00372-3},
     refid = {Entrup2023},
     url_ = {https://doi.org/10.1007/s00799-023-00372-3}
   }

2022

1. [1]

   M. Merkt, A. Hoppe, G. Bruns, R. Ewerth, and M. Huff:

   Pushing the button: Why do learners pause online videos?

   Computers & Education, 176, pp. 104355, 2022.

   https://doi.org/10.1016/J.COMPEDU.2021.104355

   Bib

           @article{DBLP:journals/ce/MerktHBEH22,
     author = {Merkt, Martin and Hoppe, Anett and Bruns, Gerrit and Ewerth, Ralph and Huff, Markus},
     journal = {Computers & Education},
     title = {Pushing the button: Why do learners pause online videos?},
     year = {2022},
     pages = {104355},
     volume = {176},
     bibsource = {dblp computer science bibliography, https://dblp.org},
     biburl = {https://dblp.org/rec/journals/ce/MerktHBEH22.bib},
     doi = {10.1016/J.COMPEDU.2021.104355},
     timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
     url_ = {https://doi.org/10.1016/j.compedu.2021.104355}
   }

2. [2]

   A. Brack, A. Hoppe, M. Stocker, S. Auer, and R. Ewerth:

   Analysing the requirements for an Open Research Knowledge Graph: use cases, quality requirements, and construction strategies

   International Journal on Digital Libraries, 23(1), pp. 33–55, 2022.

   https://doi.org/10.1007/S00799-021-00306-X

   Bib

           @article{DBLP:journals/jodl/BrackHSAE22,
     author = {Brack, Arthur and Hoppe, Anett and Stocker, Markus and Auer, S{\"{o}}ren and Ewerth, Ralph},
     journal = {International Journal on Digital Libraries},
     title = {Analysing the requirements for an Open Research Knowledge Graph: use cases, quality requirements, and construction strategies},
     year = {2022},
     number = {1},
     pages = {33--55},
     volume = {23},
     bibsource = {dblp computer science bibliography, https://dblp.org},
     biburl = {https://dblp.org/rec/journals/jodl/BrackHSAE22.bib},
     doi = {10.1007/S00799-021-00306-X},
     timestamp = {Tue, 16 Aug 2022 01:00:00 +0200},
     url_ = {https://doi.org/10.1007/s00799-021-00306-x}
   }

3. [3]

   M. Roski, A. Hoppe, and A. Nehring:

   Individuelles Lernen Durch Bayesian Knowledge Tracing in Der Webbasierte Lernplattform “I3Lern” Analysieren Und Unterstützen

   Lernen, Lehren und Forschen in einer digital geprägten Welt., 2022.

   Bib

           @article{Roski,
     author = {Roski, Marvin and Hoppe, Anett and Nehring, Andreas},
     journal = {Lernen, Lehren und Forschen in einer digital geprägten Welt.},
     title = {Individuelles Lernen Durch Bayesian Knowledge Tracing in Der Webbasierte Lernplattform “I3Lern” Analysieren Und Unterstützen},
     year = {2022}
   }

4. [4]

   J. Hoyer, A. Hoppe, Y. Kammerer, C. Otto, G. Pardi, M. Rokicki, R. Yu, S. Dietze, R. Ewerth, and P. Holtz:

   The Search as Learning Spaceship: Toward a Comprehensive Model of Psychological and Technological Facets of Search as Learning

   Frontiers in Psychology, 13. Frontiers Media SA, 2022.

   https://doi.org/10.3389/fpsyg.2022.827748

   Bib

           @article{von_Hoyer_2022,
     doi = {10.3389/fpsyg.2022.827748},
     url_ = {https://doi.org/10.3389/fpsyg.2022.827748},
     year = {2022},
     month = mar,
     publisher = {Frontiers Media {SA}},
     volume = {13},
     author = {von Hoyer, Johannes and Hoppe, Anett and Kammerer, Yvonne and Otto, Christian and Pardi, Georg and Rokicki, Markus and Yu, Ran and Dietze, Stefan and Ewerth, Ralph and Holtz, Peter},
     title = {The Search as Learning Spaceship: Toward a Comprehensive Model of Psychological and Technological Facets of Search as Learning},
     journal = {Frontiers in Psychology},
     keywords = {ownwork}
   }