[{"title":"No Need to Be a Know-It-All: Fact Checking with Shallow Knowledge","year":"2026","status":"public","publication_identifier":{"isbn":["9783032251558","9783032251565"],"issn":["0302-9743","1611-3349"]},"author":[{"last_name":"Qudus","orcid":"0000-0001-6714-8729","first_name":"Umair","full_name":"Qudus, Umair","id":"83392"},{"full_name":"Pokharel, Neha","last_name":"Pokharel","first_name":"Neha"},{"first_name":"Michael","last_name":"Röder","orcid":"https://orcid.org/0000-0002-8609-8277","full_name":"Röder, Michael","id":"67199"},{"last_name":"Ngonga Ngomo","first_name":"Axel-Cyrille","full_name":"Ngonga Ngomo, Axel-Cyrille","id":"65716"}],"publication_status":"published","date_updated":"2026-05-21T11:55:29Z","_id":"65670","publisher":"Springer Nature Switzerland","language":[{"iso":"eng"}],"user_id":"83392","doi":"10.1007/978-3-032-25156-5_23","publication":"Lecture Notes in Computer Science","citation":{"short":"U. Qudus, N. Pokharel, M. Röder, A.-C. Ngonga Ngomo, in: Lecture Notes in Computer Science, Springer Nature Switzerland, Cham, 2026.","chicago":"Qudus, Umair, Neha Pokharel, Michael Röder, and Axel-Cyrille Ngonga Ngomo. “No Need to Be a Know-It-All: Fact Checking with Shallow Knowledge.” In <i>Lecture Notes in Computer Science</i>. Cham: Springer Nature Switzerland, 2026. <a href=\"https://doi.org/10.1007/978-3-032-25156-5_23\">https://doi.org/10.1007/978-3-032-25156-5_23</a>.","apa":"Qudus, U., Pokharel, N., Röder, M., &#38; Ngonga Ngomo, A.-C. (2026). No Need to Be a Know-It-All: Fact Checking with Shallow Knowledge. In <i>Lecture Notes in Computer Science</i>. Springer Nature Switzerland. <a href=\"https://doi.org/10.1007/978-3-032-25156-5_23\">https://doi.org/10.1007/978-3-032-25156-5_23</a>","ieee":"U. Qudus, N. Pokharel, M. Röder, and A.-C. Ngonga Ngomo, “No Need to Be a Know-It-All: Fact Checking with Shallow Knowledge,” in <i>Lecture Notes in Computer Science</i>, Cham: Springer Nature Switzerland, 2026.","ama":"Qudus U, Pokharel N, Röder M, Ngonga Ngomo A-C. No Need to Be a Know-It-All: Fact Checking with Shallow Knowledge. In: <i>Lecture Notes in Computer Science</i>. Springer Nature Switzerland; 2026. doi:<a href=\"https://doi.org/10.1007/978-3-032-25156-5_23\">10.1007/978-3-032-25156-5_23</a>","bibtex":"@inbook{Qudus_Pokharel_Röder_Ngonga Ngomo_2026, place={Cham}, title={No Need to Be a Know-It-All: Fact Checking with Shallow Knowledge}, DOI={<a href=\"https://doi.org/10.1007/978-3-032-25156-5_23\">10.1007/978-3-032-25156-5_23</a>}, booktitle={Lecture Notes in Computer Science}, publisher={Springer Nature Switzerland}, author={Qudus, Umair and Pokharel, Neha and Röder, Michael and Ngonga Ngomo, Axel-Cyrille}, year={2026} }","mla":"Qudus, Umair, et al. “No Need to Be a Know-It-All: Fact Checking with Shallow Knowledge.” <i>Lecture Notes in Computer Science</i>, Springer Nature Switzerland, 2026, doi:<a href=\"https://doi.org/10.1007/978-3-032-25156-5_23\">10.1007/978-3-032-25156-5_23</a>."},"abstract":[{"lang":"eng","text":"Ensuring the veracity of assertions is {vital for building reliable and consistent knowledge graphs}. \r\nA variety of automatic fact-checking approaches have been proposed over the past decade. Among these, path-based fact-checking approaches are particularly attractive due to their independence of supplementary external knowledge and their faster runtimes compared to methods reliant on external corpora or embeddings.  \r\nHowever, the effectiveness of these approaches is fundamentally limited by the incompleteness of existing knowledge graphs, which often lack the paths necessary to support or refute assertions. \r\nTo address this limitation, we propose \\system{}, a framework that supplements the knowledge graph with shallow knowledge---automatically extracted RDF assertions from external unstructured sources---even if this additional knowledge may not always fit a well-defined ontology nor be fully verified. By appending such shallow knowledge, we enhance the graph’s coverage and increase the chances of finding relevant evidence for fact checking. Comprehensive experiments on three widely used benchmark datasets demonstrate that integrating \\system{} consistently and significantly enhances the performance of {state-of-the-art path-based fact-checking approaches}, yielding improvements of up to 0.24 in Area Under the Receiver Operating Characteristic Curve (AUROC). These results establish \\system{} as a broadly applicable auxiliary component for improving the reliability and coverage of automatic fact checking in knowledge graphs. Our code is open-source and can be found at \\url{https://github.com/dice-group/ShallKnow}."}],"date_created":"2026-05-21T11:45:24Z","place":"Cham","keyword":["fact checking"],"type":"book_chapter","department":[{"_id":"574"}]},{"date_created":"2026-05-29T14:22:42Z","place":"Cham","type":"book_chapter","publication":"Lecture Notes in Computer Science","citation":{"short":"L.M. Kamdem Teyou, C. Demir, A.-C. Ngonga Ngomo, in: Lecture Notes in Computer Science, Springer Nature Switzerland, Cham, 2026.","chicago":"Kamdem Teyou, Louis Mozart, Caglar Demir, and Axel-Cyrille Ngonga Ngomo. “Semantics-Aware Caching for Concept Learning.” In <i>Lecture Notes in Computer Science</i>. Cham: Springer Nature Switzerland, 2026. <a href=\"https://doi.org/10.1007/978-3-032-25156-5_26\">https://doi.org/10.1007/978-3-032-25156-5_26</a>.","ieee":"L. M. Kamdem Teyou, C. Demir, and A.-C. Ngonga Ngomo, “Semantics-Aware Caching for Concept Learning,” in <i>Lecture Notes in Computer Science</i>, Cham: Springer Nature Switzerland, 2026.","apa":"Kamdem Teyou, L. M., Demir, C., &#38; Ngonga Ngomo, A.-C. (2026). Semantics-Aware Caching for Concept Learning. In <i>Lecture Notes in Computer Science</i>. Springer Nature Switzerland. <a href=\"https://doi.org/10.1007/978-3-032-25156-5_26\">https://doi.org/10.1007/978-3-032-25156-5_26</a>","bibtex":"@inbook{Kamdem Teyou_Demir_Ngonga Ngomo_2026, place={Cham}, title={Semantics-Aware Caching for Concept Learning}, DOI={<a href=\"https://doi.org/10.1007/978-3-032-25156-5_26\">10.1007/978-3-032-25156-5_26</a>}, booktitle={Lecture Notes in Computer Science}, publisher={Springer Nature Switzerland}, author={Kamdem Teyou, Louis Mozart and Demir, Caglar and Ngonga Ngomo, Axel-Cyrille}, year={2026} }","ama":"Kamdem Teyou LM, Demir C, Ngonga Ngomo A-C. Semantics-Aware Caching for Concept Learning. In: <i>Lecture Notes in Computer Science</i>. Springer Nature Switzerland; 2026. doi:<a href=\"https://doi.org/10.1007/978-3-032-25156-5_26\">10.1007/978-3-032-25156-5_26</a>","mla":"Kamdem Teyou, Louis Mozart, et al. “Semantics-Aware Caching for Concept Learning.” <i>Lecture Notes in Computer Science</i>, Springer Nature Switzerland, 2026, doi:<a href=\"https://doi.org/10.1007/978-3-032-25156-5_26\">10.1007/978-3-032-25156-5_26</a>."},"_id":"65736","language":[{"iso":"eng"}],"publisher":"Springer Nature Switzerland","user_id":"101165","doi":"10.1007/978-3-032-25156-5_26","status":"public","year":"2026","title":"Semantics-Aware Caching for Concept Learning","author":[{"id":"101165","first_name":"Louis Mozart","last_name":"Kamdem Teyou","full_name":"Kamdem Teyou, Louis Mozart"},{"full_name":"Demir, Caglar","last_name":"Demir","first_name":"Caglar"},{"first_name":"Axel-Cyrille","last_name":"Ngonga Ngomo","full_name":"Ngonga Ngomo, Axel-Cyrille","id":"65716"}],"publication_identifier":{"isbn":["9783032251558","9783032251565"],"issn":["0302-9743","1611-3349"]},"publication_status":"published","date_updated":"2026-05-29T14:23:47Z"},{"date_created":"2026-06-03T09:20:18Z","type":"conference","department":[{"_id":"195"}],"publication":"Lecture Notes in Computer Science","abstract":[{"lang":"eng","text":"Information systems (IS) research is increasingly exploring the potential of generative artificial intelligence (GenAI), such as large language models (LLMs). For design science research (DSR), such technologies foster entirely new vistas for the design of IT artifacts that make use of their generative capabilities, but also influence DSR methodology. This shift is much more profound than it has been discussed so far. To identify existing implications of GenAI for design-oriented research in IS, we report results from an integrative literature review of recent DSR publications in leading IS outlets. Thereby, we synthesize five major theoretical challenges that arise when using GenAI in DSR projects: (1) an obscure composition of the artifact, (2) an opaque contextualization of the LLM, (3) a fragile internal consistency of the artifact, (4) a rapid erosion of prescriptive knowledge, and (5) missing methodological guidance. We investigate these challenges and conceptualize a set of three guidelines that inform DSR in the rising era of GenAI. These guidelines support researchers in designing and justifying GenAI-related DSR processes and in precisely articulating the theoretical grounding of their design decisions and evaluation strategies."}],"main_file_link":[{"url":"https://link.springer.com/chapter/10.1007/978-3-032-28313-9_22"}],"series_title":" Lecture Notes in Computer Science","language":[{"iso":"eng"}],"doi":"10.1007/978-3-032-28313-9_22","title":"Design Science Research in an Era of Generative AI—Challenges and Theoretical Guidelines","year":"2026","publication_identifier":{"isbn":["9783032283122","9783032283139"],"issn":["0302-9743","1611-3349"]},"author":[{"last_name":"zur Heiden","first_name":"Philipp","full_name":"zur Heiden, Philipp","id":"64394"},{"first_name":"Daniel","last_name":"Beverungen","full_name":"Beverungen, Daniel","id":"59677"},{"full_name":"Bartelheimer, Christian","first_name":"Christian","last_name":"Bartelheimer"},{"first_name":"Christoph","last_name":"Breidbach","full_name":"Breidbach, Christoph"}],"publication_status":"published","date_updated":"2026-06-03T09:25:50Z","intvolume":"     16606","place":"Cham","citation":{"short":"P. zur Heiden, D. Beverungen, C. Bartelheimer, C. Breidbach, in: Lecture Notes in Computer Science, Springer Nature Switzerland, Cham, 2026.","chicago":"Heiden, Philipp zur, Daniel Beverungen, Christian Bartelheimer, and Christoph Breidbach. “Design Science Research in an Era of Generative AI—Challenges and Theoretical Guidelines.” In <i>Lecture Notes in Computer Science</i>, Vol. 16606.  Lecture Notes in Computer Science. Cham: Springer Nature Switzerland, 2026. <a href=\"https://doi.org/10.1007/978-3-032-28313-9_22\">https://doi.org/10.1007/978-3-032-28313-9_22</a>.","apa":"zur Heiden, P., Beverungen, D., Bartelheimer, C., &#38; Breidbach, C. (2026). Design Science Research in an Era of Generative AI—Challenges and Theoretical Guidelines. <i>Lecture Notes in Computer Science</i>, <i>16606</i>. <a href=\"https://doi.org/10.1007/978-3-032-28313-9_22\">https://doi.org/10.1007/978-3-032-28313-9_22</a>","ieee":"P. zur Heiden, D. Beverungen, C. Bartelheimer, and C. Breidbach, “Design Science Research in an Era of Generative AI—Challenges and Theoretical Guidelines,” in <i>Lecture Notes in Computer Science</i>, Muenster, 2026, vol. 16606, doi: <a href=\"https://doi.org/10.1007/978-3-032-28313-9_22\">10.1007/978-3-032-28313-9_22</a>.","ama":"zur Heiden P, Beverungen D, Bartelheimer C, Breidbach C. Design Science Research in an Era of Generative AI—Challenges and Theoretical Guidelines. In: <i>Lecture Notes in Computer Science</i>. Vol 16606.  Lecture Notes in Computer Science. Springer Nature Switzerland; 2026. doi:<a href=\"https://doi.org/10.1007/978-3-032-28313-9_22\">10.1007/978-3-032-28313-9_22</a>","bibtex":"@inproceedings{zur Heiden_Beverungen_Bartelheimer_Breidbach_2026, place={Cham}, series={ Lecture Notes in Computer Science}, title={Design Science Research in an Era of Generative AI—Challenges and Theoretical Guidelines}, volume={16606}, DOI={<a href=\"https://doi.org/10.1007/978-3-032-28313-9_22\">10.1007/978-3-032-28313-9_22</a>}, booktitle={Lecture Notes in Computer Science}, publisher={Springer Nature Switzerland}, author={zur Heiden, Philipp and Beverungen, Daniel and Bartelheimer, Christian and Breidbach, Christoph}, year={2026}, collection={ Lecture Notes in Computer Science} }","mla":"zur Heiden, Philipp, et al. “Design Science Research in an Era of Generative AI—Challenges and Theoretical Guidelines.” <i>Lecture Notes in Computer Science</i>, vol. 16606, Springer Nature Switzerland, 2026, doi:<a href=\"https://doi.org/10.1007/978-3-032-28313-9_22\">10.1007/978-3-032-28313-9_22</a>."},"quality_controlled":"1","_id":"65764","publisher":"Springer Nature Switzerland","user_id":"59677","volume":16606,"status":"public","conference":{"end_date":"2026-06-10","name":"DESRIST 2026","start_date":"2026-06-08","location":"Muenster"}},{"_id":"65835","publisher":"Springer Nature Switzerland","language":[{"iso":"eng"}],"doi":"10.1007/978-3-032-28313-9_18","user_id":"15782","author":[{"full_name":"Koldewey, Christian","first_name":"Christian","orcid":"https://orcid.org/0000-0001-7992-6399","last_name":"Koldewey","id":"43136"},{"last_name":"Avermeyer","first_name":"Celina Maleen","full_name":"Avermeyer, Celina Maleen","id":"84783"},{"first_name":"Hendrik","last_name":"van der Valk","full_name":"van der Valk, Hendrik"},{"full_name":"Zerbin, Julian","last_name":"Zerbin","first_name":"Julian","id":"51711"},{"id":"16190","full_name":"Dumitrescu, Roman","first_name":"Roman","last_name":"Dumitrescu"}],"publication_identifier":{"isbn":["9783032283122","9783032283139"],"issn":["0302-9743","1611-3349"]},"status":"public","year":"2026","title":"Fundamental Patterns – A Taxonomy for Archetype Development in Information Systems","date_updated":"2026-06-11T11:25:49Z","publication_status":"published","place":"Cham","date_created":"2026-06-11T11:25:01Z","department":[{"_id":"563"}],"type":"book_chapter","citation":{"ieee":"C. Koldewey, C. M. Avermeyer, H. van der Valk, J. Zerbin, and R. Dumitrescu, “Fundamental Patterns – A Taxonomy for Archetype Development in Information Systems,” in <i>Lecture Notes in Computer Science</i>, Cham: Springer Nature Switzerland, 2026.","apa":"Koldewey, C., Avermeyer, C. M., van der Valk, H., Zerbin, J., &#38; Dumitrescu, R. (2026). Fundamental Patterns – A Taxonomy for Archetype Development in Information Systems. In <i>Lecture Notes in Computer Science</i>. Springer Nature Switzerland. <a href=\"https://doi.org/10.1007/978-3-032-28313-9_18\">https://doi.org/10.1007/978-3-032-28313-9_18</a>","chicago":"Koldewey, Christian, Celina Maleen Avermeyer, Hendrik van der Valk, Julian Zerbin, and Roman Dumitrescu. “Fundamental Patterns – A Taxonomy for Archetype Development in Information Systems.” In <i>Lecture Notes in Computer Science</i>. Cham: Springer Nature Switzerland, 2026. <a href=\"https://doi.org/10.1007/978-3-032-28313-9_18\">https://doi.org/10.1007/978-3-032-28313-9_18</a>.","short":"C. Koldewey, C.M. Avermeyer, H. van der Valk, J. Zerbin, R. Dumitrescu, in: Lecture Notes in Computer Science, Springer Nature Switzerland, Cham, 2026.","mla":"Koldewey, Christian, et al. “Fundamental Patterns – A Taxonomy for Archetype Development in Information Systems.” <i>Lecture Notes in Computer Science</i>, Springer Nature Switzerland, 2026, doi:<a href=\"https://doi.org/10.1007/978-3-032-28313-9_18\">10.1007/978-3-032-28313-9_18</a>.","bibtex":"@inbook{Koldewey_Avermeyer_van der Valk_Zerbin_Dumitrescu_2026, place={Cham}, title={Fundamental Patterns – A Taxonomy for Archetype Development in Information Systems}, DOI={<a href=\"https://doi.org/10.1007/978-3-032-28313-9_18\">10.1007/978-3-032-28313-9_18</a>}, booktitle={Lecture Notes in Computer Science}, publisher={Springer Nature Switzerland}, author={Koldewey, Christian and Avermeyer, Celina Maleen and van der Valk, Hendrik and Zerbin, Julian and Dumitrescu, Roman}, year={2026} }","ama":"Koldewey C, Avermeyer CM, van der Valk H, Zerbin J, Dumitrescu R. Fundamental Patterns – A Taxonomy for Archetype Development in Information Systems. In: <i>Lecture Notes in Computer Science</i>. Springer Nature Switzerland; 2026. doi:<a href=\"https://doi.org/10.1007/978-3-032-28313-9_18\">10.1007/978-3-032-28313-9_18</a>"},"publication":"Lecture Notes in Computer Science"},{"citation":{"bibtex":"@inbook{Gerlach_von der Gracht_Dellnitz_2025, place={Cham}, title={On the Dynamical Hierarchy in Gathering Protocols with Circulant Topologies}, DOI={<a href=\"https://doi.org/10.1007/978-3-031-91736-3_19\">10.1007/978-3-031-91736-3_19</a>}, booktitle={Lecture Notes in Computer Science}, publisher={Springer Nature Switzerland}, author={Gerlach, Raphael and von der Gracht, Sören and Dellnitz, Michael}, year={2025} }","ama":"Gerlach R, von der Gracht S, Dellnitz M. On the Dynamical Hierarchy in Gathering Protocols with Circulant Topologies. In: <i>Lecture Notes in Computer Science</i>. Springer Nature Switzerland; 2025. doi:<a href=\"https://doi.org/10.1007/978-3-031-91736-3_19\">10.1007/978-3-031-91736-3_19</a>","mla":"Gerlach, Raphael, et al. “On the Dynamical Hierarchy in Gathering Protocols with Circulant Topologies.” <i>Lecture Notes in Computer Science</i>, Springer Nature Switzerland, 2025, doi:<a href=\"https://doi.org/10.1007/978-3-031-91736-3_19\">10.1007/978-3-031-91736-3_19</a>.","short":"R. Gerlach, S. von der Gracht, M. Dellnitz, in: Lecture Notes in Computer Science, Springer Nature Switzerland, Cham, 2025.","chicago":"Gerlach, Raphael, Sören von der Gracht, and Michael Dellnitz. “On the Dynamical Hierarchy in Gathering Protocols with Circulant Topologies.” In <i>Lecture Notes in Computer Science</i>. Cham: Springer Nature Switzerland, 2025. <a href=\"https://doi.org/10.1007/978-3-031-91736-3_19\">https://doi.org/10.1007/978-3-031-91736-3_19</a>.","ieee":"R. Gerlach, S. von der Gracht, and M. Dellnitz, “On the Dynamical Hierarchy in Gathering Protocols with Circulant Topologies,” in <i>Lecture Notes in Computer Science</i>, Cham: Springer Nature Switzerland, 2025.","apa":"Gerlach, R., von der Gracht, S., &#38; Dellnitz, M. (2025). On the Dynamical Hierarchy in Gathering Protocols with Circulant Topologies. In <i>Lecture Notes in Computer Science</i>. Springer Nature Switzerland. <a href=\"https://doi.org/10.1007/978-3-031-91736-3_19\">https://doi.org/10.1007/978-3-031-91736-3_19</a>"},"project":[{"name":"Algorithmen für Schwarmrobotik: Verteiltes Rechnen trifft Dynamische Systeme","grant_number":"453112019","_id":"106"}],"external_id":{"arxiv":["2503.07576"]},"place":"Cham","oa":"1","status":"public","publisher":"Springer Nature Switzerland","_id":"60048","user_id":"32655","publication":"Lecture Notes in Computer Science","date_created":"2025-05-27T08:17:03Z","type":"book_chapter","department":[{"_id":"101"}],"year":"2025","title":"On the Dynamical Hierarchy in Gathering Protocols with Circulant Topologies","publication_identifier":{"isbn":["9783031917356","9783031917363"],"issn":["0302-9743","1611-3349"]},"author":[{"id":"32655","full_name":"Gerlach, Raphael","first_name":"Raphael","orcid":"0009-0002-4750-2051","last_name":"Gerlach"},{"full_name":"von der Gracht, Sören","orcid":"0000-0002-8054-2058","first_name":"Sören","last_name":"von der Gracht","id":"97359"},{"full_name":"Dellnitz, Michael","first_name":"Michael","last_name":"Dellnitz"}],"publication_status":"published","date_updated":"2025-05-27T08:22:42Z","main_file_link":[{"open_access":"1","url":" ArXiv:2503.07576"}],"language":[{"iso":"eng"}],"doi":"10.1007/978-3-031-91736-3_19"},{"status":"public","conference":{"name":"27th International Symposium on Stabilization, Safety, and Security of Distributed Systems (SSS)","start_date":"2025-10-09","location":"Kathmandu","end_date":"2025-10-11"},"user_id":"15578","editor":[{"last_name":"Bonomi","first_name":"Silvia","full_name":"Bonomi, Silvia"},{"first_name":"Partha Sarathi","last_name":"Mandal","full_name":"Mandal, Partha Sarathi"},{"full_name":"Robinson, Peter","last_name":"Robinson","first_name":"Peter"},{"last_name":"Sharma","first_name":"Gokarna","full_name":"Sharma, Gokarna"},{"last_name":"Tixeuil","first_name":"Sebastien","full_name":"Tixeuil, Sebastien"}],"page":"325-342","_id":"62285","publisher":"Springer Nature Switzerland","citation":{"mla":"Kostitsyna, Irina, et al. “Invited Paper: Distributed Rhombus Formation of Sliding Squares.” <i>Stabilization, Safety, and Security of Distributed Systems</i>, edited by Silvia Bonomi et al., Springer Nature Switzerland, 2025, pp. 325–42, doi:<a href=\"https://doi.org/10.1007/978-3-032-11127-2_26\">10.1007/978-3-032-11127-2_26</a>.","bibtex":"@inproceedings{Kostitsyna_Liedtke_Scheideler_2025, place={Cham}, title={Invited Paper: Distributed Rhombus Formation of Sliding Squares}, DOI={<a href=\"https://doi.org/10.1007/978-3-032-11127-2_26\">10.1007/978-3-032-11127-2_26</a>}, booktitle={Stabilization, Safety, and Security of Distributed Systems}, publisher={Springer Nature Switzerland}, author={Kostitsyna, Irina and Liedtke, David Jan and Scheideler, Christian}, editor={Bonomi, Silvia and Mandal, Partha Sarathi and Robinson, Peter and Sharma, Gokarna and Tixeuil, Sebastien}, year={2025}, pages={325–342} }","ama":"Kostitsyna I, Liedtke DJ, Scheideler C. Invited Paper: Distributed Rhombus Formation of Sliding Squares. In: Bonomi S, Mandal PS, Robinson P, Sharma G, Tixeuil S, eds. <i>Stabilization, Safety, and Security of Distributed Systems</i>. Springer Nature Switzerland; 2025:325-342. doi:<a href=\"https://doi.org/10.1007/978-3-032-11127-2_26\">10.1007/978-3-032-11127-2_26</a>","ieee":"I. Kostitsyna, D. J. Liedtke, and C. Scheideler, “Invited Paper: Distributed Rhombus Formation of Sliding Squares,” in <i>Stabilization, Safety, and Security of Distributed Systems</i>, Kathmandu, 2025, pp. 325–342, doi: <a href=\"https://doi.org/10.1007/978-3-032-11127-2_26\">10.1007/978-3-032-11127-2_26</a>.","apa":"Kostitsyna, I., Liedtke, D. J., &#38; Scheideler, C. (2025). Invited Paper: Distributed Rhombus Formation of Sliding Squares. In S. Bonomi, P. S. Mandal, P. Robinson, G. Sharma, &#38; S. Tixeuil (Eds.), <i>Stabilization, Safety, and Security of Distributed Systems</i> (pp. 325–342). Springer Nature Switzerland. <a href=\"https://doi.org/10.1007/978-3-032-11127-2_26\">https://doi.org/10.1007/978-3-032-11127-2_26</a>","short":"I. Kostitsyna, D.J. Liedtke, C. Scheideler, in: S. Bonomi, P.S. Mandal, P. Robinson, G. Sharma, S. Tixeuil (Eds.), Stabilization, Safety, and Security of Distributed Systems, Springer Nature Switzerland, Cham, 2025, pp. 325–342.","chicago":"Kostitsyna, Irina, David Jan Liedtke, and Christian Scheideler. “Invited Paper: Distributed Rhombus Formation of Sliding Squares.” In <i>Stabilization, Safety, and Security of Distributed Systems</i>, edited by Silvia Bonomi, Partha Sarathi Mandal, Peter Robinson, Gokarna Sharma, and Sebastien Tixeuil, 325–42. Cham: Springer Nature Switzerland, 2025. <a href=\"https://doi.org/10.1007/978-3-032-11127-2_26\">https://doi.org/10.1007/978-3-032-11127-2_26</a>."},"place":"Cham","publication_status":"published","date_updated":"2026-02-11T08:31:14Z","year":"2025","title":"Invited Paper: Distributed Rhombus Formation of Sliding Squares","publication_identifier":{"isbn":["9783032111265","9783032111272"],"issn":["0302-9743","1611-3349"]},"author":[{"first_name":"Irina","last_name":"Kostitsyna","full_name":"Kostitsyna, Irina"},{"id":"55557","last_name":"Liedtke","first_name":"David Jan","full_name":"Liedtke, David Jan"},{"id":"20792","full_name":"Scheideler, Christian","first_name":"Christian","last_name":"Scheideler"}],"doi":"10.1007/978-3-032-11127-2_26","language":[{"iso":"eng"}],"abstract":[{"lang":"eng","text":"The sliding square model is a widely used abstraction for studying self-reconfigurable robotic systems, where modules are square-shaped robots that move by sliding or rotating over one another. In this paper, we propose a novel distributed algorithm that enables a group of modules to reconfigure into a rhombus shape, starting from an arbitrary side-connected configuration. It is connectivity-preserving and operates under minimal assumptions: one leader module, common chirality, constant memory per module, and visibility and communication restricted to immediate neighbors. Unlike prior work, which relaxes the original sliding square move-set, our approach uses the unmodified move-set, addressing the additional challenge of handling locked configurations. Our algorithm is sequential in nature and operates with a worst-case time complexity of O(n^2) rounds, which is optimal for sequential algorithms. To improve runtime, we introduce two parallel variants of the algorithm. Both rely on a spanning tree data structure, allowing modules to make decisions based on local connectivity. Our experimental results show a significant speedup for the first variant, and a linear average runtime for the second variant, which is worst-case optimal for parallel algorithms."}],"publication":"Stabilization, Safety, and Security of Distributed Systems","type":"conference","department":[{"_id":"79"}],"date_created":"2025-11-23T21:07:12Z"},{"date_updated":"2026-02-19T07:51:35Z","publication_status":"published","title":"From Pixels to Words: Leveraging Explainability in Face Recognition Through Interactive Natural Language Processing","year":"2025","status":"public","author":[{"first_name":"Ivan","last_name":"DeAndres-Tame","full_name":"DeAndres-Tame, Ivan"},{"full_name":"Faisal, Muhammad","last_name":"Faisal","first_name":"Muhammad"},{"last_name":"Tolosana","first_name":"Ruben","full_name":"Tolosana, Ruben"},{"full_name":"Al-Refai, Rouqaiah","last_name":"Al-Refai","first_name":"Rouqaiah"},{"last_name":"Vera-Rodriguez","first_name":"Ruben","full_name":"Vera-Rodriguez, Ruben"},{"full_name":"Terhörst, Philipp","last_name":"Terhörst","first_name":"Philipp","id":"97123"}],"publication_identifier":{"isbn":["9783031876561","9783031876578"],"issn":["0302-9743","1611-3349"]},"doi":"10.1007/978-3-031-87657-8_22","user_id":"97123","language":[{"iso":"eng"}],"_id":"64201","publisher":"Springer Nature Switzerland","publication":"Lecture Notes in Computer Science","citation":{"bibtex":"@inbook{DeAndres-Tame_Faisal_Tolosana_Al-Refai_Vera-Rodriguez_Terhörst_2025, place={Cham}, title={From Pixels to Words: Leveraging Explainability in Face Recognition Through Interactive Natural Language Processing}, DOI={<a href=\"https://doi.org/10.1007/978-3-031-87657-8_22\">10.1007/978-3-031-87657-8_22</a>}, booktitle={Lecture Notes in Computer Science}, publisher={Springer Nature Switzerland}, author={DeAndres-Tame, Ivan and Faisal, Muhammad and Tolosana, Ruben and Al-Refai, Rouqaiah and Vera-Rodriguez, Ruben and Terhörst, Philipp}, year={2025} }","ama":"DeAndres-Tame I, Faisal M, Tolosana R, Al-Refai R, Vera-Rodriguez R, Terhörst P. From Pixels to Words: Leveraging Explainability in Face Recognition Through Interactive Natural Language Processing. In: <i>Lecture Notes in Computer Science</i>. Springer Nature Switzerland; 2025. doi:<a href=\"https://doi.org/10.1007/978-3-031-87657-8_22\">10.1007/978-3-031-87657-8_22</a>","mla":"DeAndres-Tame, Ivan, et al. “From Pixels to Words: Leveraging Explainability in Face Recognition Through Interactive Natural Language Processing.” <i>Lecture Notes in Computer Science</i>, Springer Nature Switzerland, 2025, doi:<a href=\"https://doi.org/10.1007/978-3-031-87657-8_22\">10.1007/978-3-031-87657-8_22</a>.","short":"I. DeAndres-Tame, M. Faisal, R. Tolosana, R. Al-Refai, R. Vera-Rodriguez, P. Terhörst, in: Lecture Notes in Computer Science, Springer Nature Switzerland, Cham, 2025.","chicago":"DeAndres-Tame, Ivan, Muhammad Faisal, Ruben Tolosana, Rouqaiah Al-Refai, Ruben Vera-Rodriguez, and Philipp Terhörst. “From Pixels to Words: Leveraging Explainability in Face Recognition Through Interactive Natural Language Processing.” In <i>Lecture Notes in Computer Science</i>. Cham: Springer Nature Switzerland, 2025. <a href=\"https://doi.org/10.1007/978-3-031-87657-8_22\">https://doi.org/10.1007/978-3-031-87657-8_22</a>.","ieee":"I. DeAndres-Tame, M. Faisal, R. Tolosana, R. Al-Refai, R. Vera-Rodriguez, and P. Terhörst, “From Pixels to Words: Leveraging Explainability in Face Recognition Through Interactive Natural Language Processing,” in <i>Lecture Notes in Computer Science</i>, Cham: Springer Nature Switzerland, 2025.","apa":"DeAndres-Tame, I., Faisal, M., Tolosana, R., Al-Refai, R., Vera-Rodriguez, R., &#38; Terhörst, P. (2025). From Pixels to Words: Leveraging Explainability in Face Recognition Through Interactive Natural Language Processing. In <i>Lecture Notes in Computer Science</i>. Springer Nature Switzerland. <a href=\"https://doi.org/10.1007/978-3-031-87657-8_22\">https://doi.org/10.1007/978-3-031-87657-8_22</a>"},"type":"book_chapter","place":"Cham","date_created":"2026-02-18T09:37:47Z"},{"publication_identifier":{"issn":["0302-9743","1611-3349"],"isbn":["9783032045546","9783032045553"]},"author":[{"first_name":"Augustina C.","last_name":"Amakor","full_name":"Amakor, Augustina C."},{"last_name":"Berkemeier","first_name":"Manuel B.","full_name":"Berkemeier, Manuel B."},{"full_name":"Wohlleben, Meike Claudia","orcid":"0009-0009-9767-7168","first_name":"Meike Claudia","last_name":"Wohlleben","id":"43991"},{"full_name":"Sextro, Walter","last_name":"Sextro","first_name":"Walter","id":"21220"},{"full_name":"Peitz, Sebastian","last_name":"Peitz","first_name":"Sebastian"}],"title":"Surrogate-Assisted Multi-objective Design of Complex Multibody Systems","status":"public","year":"2025","date_updated":"2026-03-03T06:32:10Z","publication_status":"published","publisher":"Springer Nature Switzerland","_id":"62988","language":[{"iso":"eng"}],"doi":"10.1007/978-3-032-04555-3_21","user_id":"43991","citation":{"mla":"Amakor, Augustina C., et al. “Surrogate-Assisted Multi-Objective Design of Complex Multibody Systems.” <i>Lecture Notes in Computer Science</i>, Springer Nature Switzerland, 2025, doi:<a href=\"https://doi.org/10.1007/978-3-032-04555-3_21\">10.1007/978-3-032-04555-3_21</a>.","ama":"Amakor AC, Berkemeier MB, Wohlleben MC, Sextro W, Peitz S. Surrogate-Assisted Multi-objective Design of Complex Multibody Systems. In: <i>Lecture Notes in Computer Science</i>. Springer Nature Switzerland; 2025. doi:<a href=\"https://doi.org/10.1007/978-3-032-04555-3_21\">10.1007/978-3-032-04555-3_21</a>","bibtex":"@inbook{Amakor_Berkemeier_Wohlleben_Sextro_Peitz_2025, place={Cham}, title={Surrogate-Assisted Multi-objective Design of Complex Multibody Systems}, DOI={<a href=\"https://doi.org/10.1007/978-3-032-04555-3_21\">10.1007/978-3-032-04555-3_21</a>}, booktitle={Lecture Notes in Computer Science}, publisher={Springer Nature Switzerland}, author={Amakor, Augustina C. and Berkemeier, Manuel B. and Wohlleben, Meike Claudia and Sextro, Walter and Peitz, Sebastian}, year={2025} }","apa":"Amakor, A. C., Berkemeier, M. B., Wohlleben, M. C., Sextro, W., &#38; Peitz, S. (2025). Surrogate-Assisted Multi-objective Design of Complex Multibody Systems. In <i>Lecture Notes in Computer Science</i>. Springer Nature Switzerland. <a href=\"https://doi.org/10.1007/978-3-032-04555-3_21\">https://doi.org/10.1007/978-3-032-04555-3_21</a>","ieee":"A. C. Amakor, M. B. Berkemeier, M. C. Wohlleben, W. Sextro, and S. Peitz, “Surrogate-Assisted Multi-objective Design of Complex Multibody Systems,” in <i>Lecture Notes in Computer Science</i>, Cham: Springer Nature Switzerland, 2025.","chicago":"Amakor, Augustina C., Manuel B. Berkemeier, Meike Claudia Wohlleben, Walter Sextro, and Sebastian Peitz. “Surrogate-Assisted Multi-Objective Design of Complex Multibody Systems.” In <i>Lecture Notes in Computer Science</i>. Cham: Springer Nature Switzerland, 2025. <a href=\"https://doi.org/10.1007/978-3-032-04555-3_21\">https://doi.org/10.1007/978-3-032-04555-3_21</a>.","short":"A.C. Amakor, M.B. Berkemeier, M.C. Wohlleben, W. Sextro, S. Peitz, in: Lecture Notes in Computer Science, Springer Nature Switzerland, Cham, 2025."},"publication":"Lecture Notes in Computer Science","quality_controlled":"1","place":"Cham","date_created":"2025-12-09T12:46:17Z","department":[{"_id":"151"}],"type":"book_chapter"},{"project":[{"_id":"119","name":"TRR 318 - Project Area Ö"}],"citation":{"apa":"Lenke, M., Klowait, N., Biere, L., &#38; Schulte, C. (2025). Assessing AI Literacy: A Systematic Review of Questionnaires with Emphasis on Affective, Behavioral, Cognitive, and Ethical Aspects. In <i>Lecture Notes in Computer Science</i>. Springer Nature Switzerland. <a href=\"https://doi.org/10.1007/978-3-032-01222-7_8\">https://doi.org/10.1007/978-3-032-01222-7_8</a>","ieee":"M. Lenke, N. Klowait, L. Biere, and C. 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Mazur <i>et al.</i>, “Studying the Generalization Behavior of Surrogate Models for Punch-Bending by Generating Plausible Counterfactuals,” in <i>Lecture Notes in Computer Science</i>, Cham: Springer Nature Switzerland, 2025."},"type":"book_chapter","department":[{"_id":"153"},{"_id":"241"}],"oa":"1","date_created":"2025-10-08T16:12:14Z","place":"Cham"},{"publication_status":"published","date_updated":"2025-11-04T12:26:21Z","publication_identifier":{"issn":["0302-9743","1611-3349"],"isbn":["9783032075734","9783032075741"]},"author":[{"full_name":"Kyi, Lin","last_name":"Kyi","first_name":"Lin"},{"last_name":"Santos","first_name":"Cristiana","full_name":"Santos, Cristiana"},{"full_name":"Ammanaghatta Shivakumar, Sushil","last_name":"Ammanaghatta Shivakumar","first_name":"Sushil"},{"full_name":"Roesner, Franziska","first_name":"Franziska","last_name":"Roesner"},{"first_name":"Asia","last_name":"Biega","full_name":"Biega, Asia"}],"year":"2025","title":"Turning to Online Forums for Legal Information: A Case Study of GDPR’s Legitimate Interests","status":"public","user_id":"124732","doi":"10.1007/978-3-032-07574-1_7","publisher":"Springer Nature Switzerland","_id":"62069","language":[{"iso":"eng"}],"extern":"1","citation":{"chicago":"Kyi, Lin, Cristiana Santos, Sushil Ammanaghatta Shivakumar, Franziska Roesner, and Asia Biega. “Turning to Online Forums for Legal Information: A Case Study of GDPR’s Legitimate Interests.” In <i>Lecture Notes in Computer Science</i>. 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(2025). Turning to Online Forums for Legal Information: A Case Study of GDPR’s Legitimate Interests. In <i>Lecture Notes in Computer Science</i>. Springer Nature Switzerland. <a href=\"https://doi.org/10.1007/978-3-032-07574-1_7\">https://doi.org/10.1007/978-3-032-07574-1_7</a>","ieee":"L. Kyi, C. Santos, S. Ammanaghatta Shivakumar, F. Roesner, and A. Biega, “Turning to Online Forums for Legal Information: A Case Study of GDPR’s Legitimate Interests,” in <i>Lecture Notes in Computer Science</i>, Cham: Springer Nature Switzerland, 2025."},"publication":"Lecture Notes in Computer Science","type":"book_chapter","date_created":"2025-11-04T11:12:52Z","place":"Cham"},{"publication":"Lecture Notes in Computer Science","citation":{"mla":"Jafari, Atousa, and Marco Platzner. “Ultra-Low Latency and Extreme-Throughput Echo State Neural Networks on FPGA.” <i>Lecture Notes in Computer Science</i>, Springer Nature Switzerland, 2025, doi:<a href=\"https://doi.org/10.1007/978-3-031-87995-1_11\">10.1007/978-3-031-87995-1_11</a>.","ama":"Jafari A, Platzner M. Ultra-Low Latency and Extreme-Throughput Echo State Neural Networks on FPGA. In: <i>Lecture Notes in Computer Science</i>. Springer Nature Switzerland; 2025. doi:<a href=\"https://doi.org/10.1007/978-3-031-87995-1_11\">10.1007/978-3-031-87995-1_11</a>","bibtex":"@inbook{Jafari_Platzner_2025, place={Cham}, title={Ultra-Low Latency and Extreme-Throughput Echo State Neural Networks on FPGA}, DOI={<a href=\"https://doi.org/10.1007/978-3-031-87995-1_11\">10.1007/978-3-031-87995-1_11</a>}, booktitle={Lecture Notes in Computer Science}, publisher={Springer Nature Switzerland}, author={Jafari, Atousa and Platzner, Marco}, year={2025} }","apa":"Jafari, A., &#38; Platzner, M. (2025). Ultra-Low Latency and Extreme-Throughput Echo State Neural Networks on FPGA. In <i>Lecture Notes in Computer Science</i>. Springer Nature Switzerland. <a href=\"https://doi.org/10.1007/978-3-031-87995-1_11\">https://doi.org/10.1007/978-3-031-87995-1_11</a>","ieee":"A. Jafari and M. Platzner, “Ultra-Low Latency and Extreme-Throughput Echo State Neural Networks on FPGA,” in <i>Lecture Notes in Computer Science</i>, Cham: Springer Nature Switzerland, 2025.","short":"A. Jafari, M. Platzner, in: Lecture Notes in Computer Science, Springer Nature Switzerland, Cham, 2025.","chicago":"Jafari, Atousa, and Marco Platzner. “Ultra-Low Latency and Extreme-Throughput Echo State Neural Networks on FPGA.” In <i>Lecture Notes in Computer Science</i>. Cham: Springer Nature Switzerland, 2025. <a href=\"https://doi.org/10.1007/978-3-031-87995-1_11\">https://doi.org/10.1007/978-3-031-87995-1_11</a>."},"type":"book_chapter","place":"Cham","date_created":"2025-11-14T05:50:14Z","date_updated":"2025-11-14T09:35:23Z","publication_status":"published","status":"public","year":"2025","title":"Ultra-Low Latency and Extreme-Throughput Echo State Neural Networks on FPGA","author":[{"full_name":"Jafari, Atousa","first_name":"Atousa","last_name":"Jafari"},{"first_name":"Marco","last_name":"Platzner","full_name":"Platzner, Marco"}],"publication_identifier":{"issn":["0302-9743","1611-3349"],"isbn":["9783031879944","9783031879951"]},"doi":"10.1007/978-3-031-87995-1_11","user_id":"99966","_id":"62186","language":[{"iso":"eng"}],"publisher":"Springer Nature Switzerland"},{"citation":{"bibtex":"@inbook{Demir_Yekini_Röder_Mahmood_Ngonga Ngomo_2025, place={Cham}, title={Tree-Based OWL Class Expression Learner over Large Graphs}, DOI={<a href=\"https://doi.org/10.1007/978-3-032-06066-2_29\">10.1007/978-3-032-06066-2_29</a>}, booktitle={Lecture Notes in Computer Science}, publisher={Springer Nature Switzerland}, author={Demir, Caglar and Yekini, Moshood and Röder, Michael and Mahmood, Yasir and Ngonga Ngomo, Axel-Cyrille}, year={2025} }","ama":"Demir C, Yekini M, Röder M, Mahmood Y, Ngonga Ngomo A-C. Tree-Based OWL Class Expression Learner over Large Graphs. In: <i>Lecture Notes in Computer Science</i>. Springer Nature Switzerland; 2025. doi:<a href=\"https://doi.org/10.1007/978-3-032-06066-2_29\">10.1007/978-3-032-06066-2_29</a>","mla":"Demir, Caglar, et al. “Tree-Based OWL Class Expression Learner over Large Graphs.” <i>Lecture Notes in Computer Science</i>, Springer Nature Switzerland, 2025, doi:<a href=\"https://doi.org/10.1007/978-3-032-06066-2_29\">10.1007/978-3-032-06066-2_29</a>.","chicago":"Demir, Caglar, Moshood Yekini, Michael Röder, Yasir Mahmood, and Axel-Cyrille Ngonga Ngomo. “Tree-Based OWL Class Expression Learner over Large Graphs.” In <i>Lecture Notes in Computer Science</i>. Cham: Springer Nature Switzerland, 2025. <a href=\"https://doi.org/10.1007/978-3-032-06066-2_29\">https://doi.org/10.1007/978-3-032-06066-2_29</a>.","short":"C. Demir, M. Yekini, M. Röder, Y. Mahmood, A.-C. Ngonga Ngomo, in: Lecture Notes in Computer Science, Springer Nature Switzerland, Cham, 2025.","ieee":"C. Demir, M. Yekini, M. Röder, Y. Mahmood, and A.-C. Ngonga Ngomo, “Tree-Based OWL Class Expression Learner over Large Graphs,” in <i>Lecture Notes in Computer Science</i>, Cham: Springer Nature Switzerland, 2025.","apa":"Demir, C., Yekini, M., Röder, M., Mahmood, Y., &#38; Ngonga Ngomo, A.-C. (2025). Tree-Based OWL Class Expression Learner over Large Graphs. In <i>Lecture Notes in Computer Science</i>. European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases - ECML PKDD, Porto, Portugal. Springer Nature Switzerland. <a href=\"https://doi.org/10.1007/978-3-032-06066-2_29\">https://doi.org/10.1007/978-3-032-06066-2_29</a>"},"project":[{"name":"SAIL - Nachhaltiger Lebenszyklus von intelligenten soziotechnischen Systemen","_id":"285"}],"place":"Cham","status":"public","conference":{"name":"European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases - ECML PKDD","start_date":"2025-09-15","location":"Porto, Portugal","end_date":"2025-09-19"},"publisher":"Springer Nature Switzerland","_id":"62701","user_id":"114533","publication":"Lecture Notes in Computer Science","abstract":[{"lang":"eng","text":"Learning  continuous  vector  representations  for  knowledge graphs has significantly improved state-of-the-art performances in many challenging tasks. Yet, deep-learning-based models are only post-hoc and locally explainable. In contrast, learning Web Ontology Language (OWL) class  expressions  in  Description  Logics  (DLs)  is  ante-hoc  and  globally explainable. However, state-of-the-art learners have two well-known lim-itations:  scaling  to  large  knowledge  graphs  and  handling  missing  infor-mation.  Here,  we  present  a  decision-tree-based  learner  (tDL)  to  learn Web  Ontology  Languages  (OWLs)  class  expressions  over  large  knowl-edge graphs, while imputing missing triples. Given positive and negative example individuals, tDL  firstly constructs unique OWL expressions in .SHOIN from  concise  bounded  descriptions  of  individuals.  Each  OWL class expression is used as a feature in a binary classification problem to represent input individuals. Thereafter, tDL  fits a CART decision tree to learn Boolean decision rules distinguishing positive examples from nega-tive examples. A final OWL expression in.SHOIN is built by traversing the  built  CART  decision  tree  from  the  root  node  to  leaf  nodes  for  each positive example. By this, tDL  can learn OWL class expressions without exploration, i.e., the number of queries to a knowledge graph is bounded by the number of input individuals. Our empirical results show that tDL outperforms  the  current state-of-the-art  models  across datasets. Impor-tantly, our experiments over a large knowledge graph (DBpedia with 1.1 billion triples) show that tDL  can effectively learn accurate OWL class expressions,  while  the  state-of-the-art  models  fail  to  return  any  results. Finally,  expressions  learned  by  tDL  can  be  seamlessly  translated  into natural language explanations using a pre-trained large language model and a DL verbalizer."}],"date_created":"2025-11-28T14:09:17Z","keyword":["Decision Tree","OWL Class Expression Learning","Description Logic","Knowledge Graph","Large Language Model","Verbalizer"],"type":"book_chapter","department":[{"_id":"34"},{"_id":"574"}],"year":"2025","title":"Tree-Based OWL Class Expression Learner over Large Graphs","publication_identifier":{"isbn":["9783032060655","9783032060662"],"issn":["0302-9743","1611-3349"]},"author":[{"last_name":"Demir","first_name":"Caglar","full_name":"Demir, Caglar"},{"last_name":"Yekini","first_name":"Moshood","full_name":"Yekini, Moshood"},{"full_name":"Röder, Michael","last_name":"Röder","first_name":"Michael"},{"last_name":"Mahmood","first_name":"Yasir","full_name":"Mahmood, Yasir"},{"full_name":"Ngonga Ngomo, Axel-Cyrille","first_name":"Axel-Cyrille","last_name":"Ngonga Ngomo"}],"publication_status":"published","date_updated":"2025-11-28T14:57:39Z","language":[{"iso":"eng"}],"doi":"10.1007/978-3-032-06066-2_29"},{"publication":"Lecture Notes in Computer Science","citation":{"bibtex":"@inbook{Pandit_Röder_Ngonga Ngomo_2025, place={Cham}, title={Evaluating Approximate Nearest Neighbour Search Systems on Knowledge Graph Embeddings}, DOI={<a href=\"https://doi.org/10.1007/978-3-031-94575-5_4\">10.1007/978-3-031-94575-5_4</a>}, booktitle={Lecture Notes in Computer Science}, publisher={Springer Nature Switzerland}, author={Pandit, Gaurav and Röder, Michael and Ngonga Ngomo, Axel-Cyrille}, year={2025} }","ama":"Pandit G, Röder M, Ngonga Ngomo A-C. Evaluating Approximate Nearest Neighbour Search Systems on Knowledge Graph Embeddings. In: <i>Lecture Notes in Computer Science</i>. Springer Nature Switzerland; 2025. doi:<a href=\"https://doi.org/10.1007/978-3-031-94575-5_4\">10.1007/978-3-031-94575-5_4</a>","mla":"Pandit, Gaurav, et al. “Evaluating Approximate Nearest Neighbour Search Systems on Knowledge Graph Embeddings.” <i>Lecture Notes in Computer Science</i>, Springer Nature Switzerland, 2025, doi:<a href=\"https://doi.org/10.1007/978-3-031-94575-5_4\">10.1007/978-3-031-94575-5_4</a>.","chicago":"Pandit, Gaurav, Michael Röder, and Axel-Cyrille Ngonga Ngomo. “Evaluating Approximate Nearest Neighbour Search Systems on Knowledge Graph Embeddings.” In <i>Lecture Notes in Computer Science</i>. Cham: Springer Nature Switzerland, 2025. <a href=\"https://doi.org/10.1007/978-3-031-94575-5_4\">https://doi.org/10.1007/978-3-031-94575-5_4</a>.","short":"G. Pandit, M. Röder, A.-C. Ngonga Ngomo, in: Lecture Notes in Computer Science, Springer Nature Switzerland, Cham, 2025.","ieee":"G. Pandit, M. Röder, and A.-C. Ngonga Ngomo, “Evaluating Approximate Nearest Neighbour Search Systems on Knowledge Graph Embeddings,” in <i>Lecture Notes in Computer Science</i>, Cham: Springer Nature Switzerland, 2025.","apa":"Pandit, G., Röder, M., &#38; Ngonga Ngomo, A.-C. (2025). Evaluating Approximate Nearest Neighbour Search Systems on Knowledge Graph Embeddings. In <i>Lecture Notes in Computer Science</i>. Springer Nature Switzerland. <a href=\"https://doi.org/10.1007/978-3-031-94575-5_4\">https://doi.org/10.1007/978-3-031-94575-5_4</a>"},"date_created":"2026-01-06T09:53:58Z","place":"Cham","type":"book_chapter","department":[{"_id":"574"},{"_id":"923"}],"status":"public","year":"2025","title":"Evaluating Approximate Nearest Neighbour Search Systems on Knowledge Graph Embeddings","publication_identifier":{"issn":["0302-9743","1611-3349"],"isbn":["9783031945748","9783031945755"]},"author":[{"first_name":"Gaurav","last_name":"Pandit","full_name":"Pandit, Gaurav"},{"id":"67199","full_name":"Röder, Michael","first_name":"Michael","last_name":"Röder","orcid":"https://orcid.org/0000-0002-8609-8277"},{"id":"65716","full_name":"Ngonga Ngomo, Axel-Cyrille","last_name":"Ngonga Ngomo","first_name":"Axel-Cyrille"}],"publication_status":"published","date_updated":"2026-01-06T09:55:26Z","_id":"63507","publisher":"Springer Nature Switzerland","language":[{"iso":"eng"}],"user_id":"67199","doi":"10.1007/978-3-031-94575-5_4"},{"department":[{"_id":"574"},{"_id":"923"}],"type":"conference","place":"Cham","date_created":"2026-01-12T17:13:22Z","citation":{"mla":"Demir, Caglar, et al. “Tree-Based OWL Class Expression Learner over Large Graphs.” <i>Lecture Notes in Computer Science</i>, Springer Nature Switzerland, 2025, doi:<a href=\"https://doi.org/10.1007/978-3-032-06066-2_29\">10.1007/978-3-032-06066-2_29</a>.","ama":"Demir C, Yekini MO, Röder M, Mahmood Y, Ngonga Ngomo A-C. Tree-Based OWL Class Expression Learner over Large Graphs. In: <i>Lecture Notes in Computer Science</i>. Springer Nature Switzerland; 2025. doi:<a href=\"https://doi.org/10.1007/978-3-032-06066-2_29\">10.1007/978-3-032-06066-2_29</a>","bibtex":"@inproceedings{Demir_Yekini_Röder_Mahmood_Ngonga Ngomo_2025, place={Cham}, title={Tree-Based OWL Class Expression Learner over Large Graphs}, DOI={<a href=\"https://doi.org/10.1007/978-3-032-06066-2_29\">10.1007/978-3-032-06066-2_29</a>}, booktitle={Lecture Notes in Computer Science}, publisher={Springer Nature Switzerland}, author={Demir, Caglar and Yekini, Moshood Olawale and Röder, Michael and Mahmood, Yasir and Ngonga Ngomo, Axel-Cyrille}, year={2025} }","apa":"Demir, C., Yekini, M. O., Röder, M., Mahmood, Y., &#38; Ngonga Ngomo, A.-C. (2025). Tree-Based OWL Class Expression Learner over Large Graphs. <i>Lecture Notes in Computer Science</i>. European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases, Porto. <a href=\"https://doi.org/10.1007/978-3-032-06066-2_29\">https://doi.org/10.1007/978-3-032-06066-2_29</a>","ieee":"C. Demir, M. O. Yekini, M. Röder, Y. Mahmood, and A.-C. Ngonga Ngomo, “Tree-Based OWL Class Expression Learner over Large Graphs,” presented at the European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases, Porto, 2025, doi: <a href=\"https://doi.org/10.1007/978-3-032-06066-2_29\">10.1007/978-3-032-06066-2_29</a>.","chicago":"Demir, Caglar, Moshood Olawale Yekini, Michael Röder, Yasir Mahmood, and Axel-Cyrille Ngonga Ngomo. “Tree-Based OWL Class Expression Learner over Large Graphs.” In <i>Lecture Notes in Computer Science</i>. Cham: Springer Nature Switzerland, 2025. <a href=\"https://doi.org/10.1007/978-3-032-06066-2_29\">https://doi.org/10.1007/978-3-032-06066-2_29</a>.","short":"C. Demir, M.O. Yekini, M. Röder, Y. Mahmood, A.-C. Ngonga Ngomo, in: Lecture Notes in Computer Science, Springer Nature Switzerland, Cham, 2025."},"publication":"Lecture Notes in Computer Science","doi":"10.1007/978-3-032-06066-2_29","user_id":"67199","_id":"63572","language":[{"iso":"eng"}],"publisher":"Springer Nature Switzerland","date_updated":"2026-01-12T17:17:07Z","publication_status":"published","conference":{"name":"European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases","start_date":"2025-09-15","location":"Porto","end_date":"2025-09-19"},"publication_identifier":{"isbn":["9783032060655","9783032060662"],"issn":["0302-9743","1611-3349"]},"author":[{"full_name":"Demir, Caglar","last_name":"Demir","first_name":"Caglar","id":"43817"},{"id":"114533","first_name":"Moshood Olawale","last_name":"Yekini","full_name":"Yekini, Moshood Olawale"},{"full_name":"Röder, Michael","first_name":"Michael","orcid":"https://orcid.org/0000-0002-8609-8277","last_name":"Röder","id":"67199"},{"first_name":"Yasir","last_name":"Mahmood","full_name":"Mahmood, Yasir","id":"99353"},{"first_name":"Axel-Cyrille","last_name":"Ngonga Ngomo","full_name":"Ngonga Ngomo, Axel-Cyrille","id":"65716"}],"title":"Tree-Based OWL Class Expression Learner over Large Graphs","status":"public","year":"2025"},{"publication_status":"published","date_updated":"2026-01-12T17:24:49Z","year":"2025","title":"Robustness Evaluation of Knowledge Graph Embedding Models Under Non-targeted Attacks","status":"public","publication_identifier":{"issn":["0302-9743","1611-3349"],"isbn":["9783031945748","9783031945755"]},"author":[{"last_name":"Kapoor","first_name":"Sourabh","full_name":"Kapoor, Sourabh"},{"first_name":"Arnab","last_name":"Sharma","full_name":"Sharma, Arnab","id":"67200"},{"full_name":"Röder, Michael","orcid":"https://orcid.org/0000-0002-8609-8277","first_name":"Michael","last_name":"Röder","id":"67199"},{"first_name":"Caglar","last_name":"Demir","full_name":"Demir, Caglar","id":"43817"},{"last_name":"Ngonga Ngomo","first_name":"Axel-Cyrille","full_name":"Ngonga Ngomo, Axel-Cyrille","id":"65716"}],"user_id":"67199","doi":"10.1007/978-3-031-94575-5_15","_id":"63575","language":[{"iso":"eng"}],"publisher":"Springer Nature Switzerland","publication":"Lecture Notes in Computer Science","citation":{"mla":"Kapoor, Sourabh, et al. “Robustness Evaluation of Knowledge Graph Embedding Models Under Non-Targeted Attacks.” <i>Lecture Notes in Computer Science</i>, Springer Nature Switzerland, 2025, doi:<a href=\"https://doi.org/10.1007/978-3-031-94575-5_15\">10.1007/978-3-031-94575-5_15</a>.","bibtex":"@inproceedings{Kapoor_Sharma_Röder_Demir_Ngonga Ngomo_2025, place={Cham}, title={Robustness Evaluation of Knowledge Graph Embedding Models Under Non-targeted Attacks}, DOI={<a href=\"https://doi.org/10.1007/978-3-031-94575-5_15\">10.1007/978-3-031-94575-5_15</a>}, booktitle={Lecture Notes in Computer Science}, publisher={Springer Nature Switzerland}, author={Kapoor, Sourabh and Sharma, Arnab and Röder, Michael and Demir, Caglar and Ngonga Ngomo, Axel-Cyrille}, year={2025} }","ama":"Kapoor S, Sharma A, Röder M, Demir C, Ngonga Ngomo A-C. Robustness Evaluation of Knowledge Graph Embedding Models Under Non-targeted Attacks. In: <i>Lecture Notes in Computer Science</i>. Springer Nature Switzerland; 2025. doi:<a href=\"https://doi.org/10.1007/978-3-031-94575-5_15\">10.1007/978-3-031-94575-5_15</a>","ieee":"S. Kapoor, A. Sharma, M. Röder, C. Demir, and A.-C. Ngonga Ngomo, “Robustness Evaluation of Knowledge Graph Embedding Models Under Non-targeted Attacks,” 2025, doi: <a href=\"https://doi.org/10.1007/978-3-031-94575-5_15\">10.1007/978-3-031-94575-5_15</a>.","apa":"Kapoor, S., Sharma, A., Röder, M., Demir, C., &#38; Ngonga Ngomo, A.-C. (2025). Robustness Evaluation of Knowledge Graph Embedding Models Under Non-targeted Attacks. <i>Lecture Notes in Computer Science</i>. <a href=\"https://doi.org/10.1007/978-3-031-94575-5_15\">https://doi.org/10.1007/978-3-031-94575-5_15</a>","chicago":"Kapoor, Sourabh, Arnab Sharma, Michael Röder, Caglar Demir, and Axel-Cyrille Ngonga Ngomo. “Robustness Evaluation of Knowledge Graph Embedding Models Under Non-Targeted Attacks.” In <i>Lecture Notes in Computer Science</i>. Cham: Springer Nature Switzerland, 2025. <a href=\"https://doi.org/10.1007/978-3-031-94575-5_15\">https://doi.org/10.1007/978-3-031-94575-5_15</a>.","short":"S. Kapoor, A. Sharma, M. Röder, C. Demir, A.-C. Ngonga Ngomo, in: Lecture Notes in Computer Science, Springer Nature Switzerland, Cham, 2025."},"type":"conference","department":[{"_id":"574"},{"_id":"923"}],"date_created":"2026-01-12T17:24:11Z","place":"Cham"},{"title":"Link Prediction Under Non-targeted Attacks: Do Soft Labels Always Help?","year":"2025","status":"public","author":[{"full_name":"Memariani, Adel","last_name":"Memariani","first_name":"Adel"},{"first_name":"Michael","orcid":"https://orcid.org/0000-0002-8609-8277","last_name":"Röder","full_name":"Röder, Michael","id":"67199"},{"id":"67200","full_name":"Sharma, Arnab","last_name":"Sharma","first_name":"Arnab"},{"last_name":"Demir","first_name":"Caglar","full_name":"Demir, Caglar","id":"43817"},{"full_name":"Ngonga Ngomo, Axel-Cyrille","last_name":"Ngonga Ngomo","first_name":"Axel-Cyrille","id":"65716"}],"publication_identifier":{"isbn":["9783032095268","9783032095275"],"issn":["0302-9743","1611-3349"]},"date_updated":"2026-01-12T17:24:46Z","publication_status":"published","language":[{"iso":"eng"}],"_id":"63573","publisher":"Springer Nature Switzerland","doi":"10.1007/978-3-032-09527-5_6","user_id":"67199","publication":"Lecture Notes in Computer Science","citation":{"short":"A. Memariani, M. Röder, A. Sharma, C. Demir, A.-C. Ngonga Ngomo, in: Lecture Notes in Computer Science, Springer Nature Switzerland, Cham, 2025.","ama":"Memariani A, Röder M, Sharma A, Demir C, Ngonga Ngomo A-C. Link Prediction Under Non-targeted Attacks: Do Soft Labels Always Help? In: <i>Lecture Notes in Computer Science</i>. Springer Nature Switzerland; 2025. doi:<a href=\"https://doi.org/10.1007/978-3-032-09527-5_6\">10.1007/978-3-032-09527-5_6</a>","chicago":"Memariani, Adel, Michael Röder, Arnab Sharma, Caglar Demir, and Axel-Cyrille Ngonga Ngomo. “Link Prediction Under Non-Targeted Attacks: Do Soft Labels Always Help?” In <i>Lecture Notes in Computer Science</i>. Cham: Springer Nature Switzerland, 2025. <a href=\"https://doi.org/10.1007/978-3-032-09527-5_6\">https://doi.org/10.1007/978-3-032-09527-5_6</a>.","bibtex":"@inproceedings{Memariani_Röder_Sharma_Demir_Ngonga Ngomo_2025, place={Cham}, title={Link Prediction Under Non-targeted Attacks: Do Soft Labels Always Help?}, DOI={<a href=\"https://doi.org/10.1007/978-3-032-09527-5_6\">10.1007/978-3-032-09527-5_6</a>}, booktitle={Lecture Notes in Computer Science}, publisher={Springer Nature Switzerland}, author={Memariani, Adel and Röder, Michael and Sharma, Arnab and Demir, Caglar and Ngonga Ngomo, Axel-Cyrille}, year={2025} }","mla":"Memariani, Adel, et al. “Link Prediction Under Non-Targeted Attacks: Do Soft Labels Always Help?” <i>Lecture Notes in Computer Science</i>, Springer Nature Switzerland, 2025, doi:<a href=\"https://doi.org/10.1007/978-3-032-09527-5_6\">10.1007/978-3-032-09527-5_6</a>.","apa":"Memariani, A., Röder, M., Sharma, A., Demir, C., &#38; Ngonga Ngomo, A.-C. (2025). Link Prediction Under Non-targeted Attacks: Do Soft Labels Always Help? <i>Lecture Notes in Computer Science</i>. <a href=\"https://doi.org/10.1007/978-3-032-09527-5_6\">https://doi.org/10.1007/978-3-032-09527-5_6</a>","ieee":"A. Memariani, M. Röder, A. Sharma, C. Demir, and A.-C. Ngonga Ngomo, “Link Prediction Under Non-targeted Attacks: Do Soft Labels Always Help?,” 2025, doi: <a href=\"https://doi.org/10.1007/978-3-032-09527-5_6\">10.1007/978-3-032-09527-5_6</a>."},"place":"Cham","date_created":"2026-01-12T17:18:35Z","type":"conference","department":[{"_id":"574"},{"_id":"923"}]},{"abstract":[{"text":"Despite the advantages that the virtual knowledge graph paradigm has brought to many application domains, state-of-the-art systems still do not support popular graph database management systems like Neo4j. Their query rewriting algorithms focus on languages like conjunctive queries and their unions, which were developed for relational data and are poorly suited for graph data. Moreover, they also limit the expressiveness of the ontology languages that admit rewritings, restricting them to those that enjoy the so-called FO-rewritability property. Rewritings have thus focused on the DL-Lite family of Description Logics. In this paper, we propose a technique for rewriting a family of navigational queries for a suitably tailored fragment of ELHI. Leveraging navigational features in the target query language, we can include some widely-used axiom shapes not supported by DL-Lite. We implemented a proof-of-concept prototype that rewrites into Cypher queries, and tested it on a real-world cognitive neuroscience use case with promising results.","lang":"eng"}],"publication":"The Semantic Web - 22nd European Semantic Web Conference, {ESWC} 2025, Portoroz, Slovenia, June 1-5, 2025, Proceedings, Part {I}","keyword":["Ontology-based Data Access","Property Graphs","Navigational Queries"],"type":"conference","department":[{"_id":"888"}],"date_created":"2025-07-02T11:46:06Z","publication_status":"published","date_updated":"2025-07-02T11:55:19Z","intvolume":"     15718","title":"Towards Practicable Algorithms for Rewriting Graph Queries Beyond DL-Lite","year":"2025","author":[{"first_name":"Bianca","last_name":"Löhnert","full_name":"Löhnert, Bianca"},{"last_name":"Augsten","first_name":"Nikolaus","full_name":"Augsten, Nikolaus"},{"id":"114410","orcid":"0000-0002-7742-0439","last_name":"Okulmus","first_name":"Cem","full_name":"Okulmus, Cem"},{"full_name":"Ortiz, Magdalena","last_name":"Ortiz","first_name":"Magdalena"}],"publication_identifier":{"issn":["0302-9743","1611-3349"],"isbn":["9783031945748","9783031945755"]},"doi":"10.1007/978-3-031-94575-5_19","main_file_link":[{"open_access":"1","url":"https://arxiv.org/abs/2405.18181"}],"series_title":"Lecture Notes in Computer Science","language":[{"iso":"eng"}],"quality_controlled":"1","citation":{"mla":"Löhnert, Bianca, et al. “Towards Practicable Algorithms for Rewriting Graph Queries Beyond DL-Lite.” <i>The Semantic Web - 22nd European Semantic Web Conference, {ESWC} 2025, Portoroz, Slovenia, June 1-5, 2025, Proceedings, Part {I}</i>, vol. 15718, Springer Nature Switzerland, 2025, pp. 342--361, doi:<a href=\"https://doi.org/10.1007/978-3-031-94575-5_19\">10.1007/978-3-031-94575-5_19</a>.","bibtex":"@inproceedings{Löhnert_Augsten_Okulmus_Ortiz_2025, series={Lecture Notes in Computer Science}, title={Towards Practicable Algorithms for Rewriting Graph Queries Beyond DL-Lite}, volume={15718}, DOI={<a href=\"https://doi.org/10.1007/978-3-031-94575-5_19\">10.1007/978-3-031-94575-5_19</a>}, booktitle={The Semantic Web - 22nd European Semantic Web Conference, {ESWC} 2025, Portoroz, Slovenia, June 1-5, 2025, Proceedings, Part {I}}, publisher={Springer Nature Switzerland}, author={Löhnert, Bianca and Augsten, Nikolaus and Okulmus, Cem and Ortiz, Magdalena}, year={2025}, pages={342--361}, collection={Lecture Notes in Computer Science} }","ama":"Löhnert B, Augsten N, Okulmus C, Ortiz M. Towards Practicable Algorithms for Rewriting Graph Queries Beyond DL-Lite. In: <i>The Semantic Web - 22nd European Semantic Web Conference, {ESWC} 2025, Portoroz, Slovenia, June 1-5, 2025, Proceedings, Part {I}</i>. Vol 15718. Lecture Notes in Computer Science. Springer Nature Switzerland; 2025:342--361. doi:<a href=\"https://doi.org/10.1007/978-3-031-94575-5_19\">10.1007/978-3-031-94575-5_19</a>","ieee":"B. Löhnert, N. Augsten, C. Okulmus, and M. Ortiz, “Towards Practicable Algorithms for Rewriting Graph Queries Beyond DL-Lite,” in <i>The Semantic Web - 22nd European Semantic Web Conference, {ESWC} 2025, Portoroz, Slovenia, June 1-5, 2025, Proceedings, Part {I}</i>, Portorož, Slovenia, 2025, vol. 15718, pp. 342--361, doi: <a href=\"https://doi.org/10.1007/978-3-031-94575-5_19\">10.1007/978-3-031-94575-5_19</a>.","apa":"Löhnert, B., Augsten, N., Okulmus, C., &#38; Ortiz, M. (2025). Towards Practicable Algorithms for Rewriting Graph Queries Beyond DL-Lite. <i>The Semantic Web - 22nd European Semantic Web Conference, {ESWC} 2025, Portoroz, Slovenia, June 1-5, 2025, Proceedings, Part {I}</i>, <i>15718</i>, 342--361. <a href=\"https://doi.org/10.1007/978-3-031-94575-5_19\">https://doi.org/10.1007/978-3-031-94575-5_19</a>","short":"B. Löhnert, N. Augsten, C. Okulmus, M. Ortiz, in: The Semantic Web - 22nd European Semantic Web Conference, {ESWC} 2025, Portoroz, Slovenia, June 1-5, 2025, Proceedings, Part {I}, Springer Nature Switzerland, 2025, pp. 342--361.","chicago":"Löhnert, Bianca, Nikolaus Augsten, Cem Okulmus, and Magdalena Ortiz. “Towards Practicable Algorithms for Rewriting Graph Queries Beyond DL-Lite.” In <i>The Semantic Web - 22nd European Semantic Web Conference, {ESWC} 2025, Portoroz, Slovenia, June 1-5, 2025, Proceedings, Part {I}</i>, 15718:342--361. Lecture Notes in Computer Science. Springer Nature Switzerland, 2025. <a href=\"https://doi.org/10.1007/978-3-031-94575-5_19\">https://doi.org/10.1007/978-3-031-94575-5_19</a>."},"oa":"1","status":"public","conference":{"end_date":"2025-06-05","location":"Portorož, Slovenia","name":"22th European Semantic Web Conference (ESWC 2025)","start_date":"2025-06-01"},"user_id":"114410","volume":15718,"page":"342--361","_id":"60497","publisher":"Springer Nature Switzerland"},{"user_id":"92908","doi":"10.1007/978-3-032-02867-9_19","_id":"61098","language":[{"iso":"eng"}],"publisher":"Springer Nature Switzerland","publication_status":"published","date_updated":"2025-08-30T09:50:22Z","year":"2025","status":"public","title":"A Step Towards Cognitive Automation: Integrating LLM Agents with Process Rules","author":[{"full_name":"Kaltenpoth, Sascha Benjamin","last_name":"Kaltenpoth","first_name":"Sascha Benjamin","id":"50640"},{"id":"92908","full_name":"Skolik, Alexander Marcus","orcid":"0009-0006-2519-1765","first_name":"Alexander Marcus","last_name":"Skolik"},{"last_name":"Müller","first_name":"Oliver","full_name":"Müller, Oliver","id":"72849"},{"full_name":"Beverungen, Daniel","first_name":"Daniel","last_name":"Beverungen","id":"59677"}],"publication_identifier":{"isbn":["9783032028662","9783032028679"],"issn":["0302-9743","1611-3349"]},"conference":{"end_date":"2025-09-05","start_date":"2025-08-31","name":"23rd International Conference on Business Process Management","location":"Sevilla"},"type":"conference","date_created":"2025-08-30T09:43:49Z","place":"Cham","publication":"Lecture Notes in Computer Science","citation":{"ieee":"S. B. Kaltenpoth, A. M. Skolik, O. Müller, and D. Beverungen, “A Step Towards Cognitive Automation: Integrating LLM Agents with Process Rules,” presented at the 23rd International Conference on Business Process Management, Sevilla, 2025, doi: <a href=\"https://doi.org/10.1007/978-3-032-02867-9_19\">10.1007/978-3-032-02867-9_19</a>.","mla":"Kaltenpoth, Sascha Benjamin, et al. “A Step Towards Cognitive Automation: Integrating LLM Agents with Process Rules.” <i>Lecture Notes in Computer Science</i>, Springer Nature Switzerland, 2025, doi:<a href=\"https://doi.org/10.1007/978-3-032-02867-9_19\">10.1007/978-3-032-02867-9_19</a>.","apa":"Kaltenpoth, S. B., Skolik, A. M., Müller, O., &#38; Beverungen, D. (2025). A Step Towards Cognitive Automation: Integrating LLM Agents with Process Rules. <i>Lecture Notes in Computer Science</i>. 23rd International Conference on Business Process Management, Sevilla. <a href=\"https://doi.org/10.1007/978-3-032-02867-9_19\">https://doi.org/10.1007/978-3-032-02867-9_19</a>","bibtex":"@inproceedings{Kaltenpoth_Skolik_Müller_Beverungen_2025, place={Cham}, title={A Step Towards Cognitive Automation: Integrating LLM Agents with Process Rules}, DOI={<a href=\"https://doi.org/10.1007/978-3-032-02867-9_19\">10.1007/978-3-032-02867-9_19</a>}, booktitle={Lecture Notes in Computer Science}, publisher={Springer Nature Switzerland}, author={Kaltenpoth, Sascha Benjamin and Skolik, Alexander Marcus and Müller, Oliver and Beverungen, Daniel}, year={2025} }","chicago":"Kaltenpoth, Sascha Benjamin, Alexander Marcus Skolik, Oliver Müller, and Daniel Beverungen. “A Step Towards Cognitive Automation: Integrating LLM Agents with Process Rules.” In <i>Lecture Notes in Computer Science</i>. Cham: Springer Nature Switzerland, 2025. <a href=\"https://doi.org/10.1007/978-3-032-02867-9_19\">https://doi.org/10.1007/978-3-032-02867-9_19</a>.","short":"S.B. Kaltenpoth, A.M. Skolik, O. Müller, D. Beverungen, in: Lecture Notes in Computer Science, Springer Nature Switzerland, Cham, 2025.","ama":"Kaltenpoth SB, Skolik AM, Müller O, Beverungen D. A Step Towards Cognitive Automation: Integrating LLM Agents with Process Rules. In: <i>Lecture Notes in Computer Science</i>. Springer Nature Switzerland; 2025. doi:<a href=\"https://doi.org/10.1007/978-3-032-02867-9_19\">10.1007/978-3-032-02867-9_19</a>"}}]