[{"language":[{"iso":"eng"}],"citation":{"short":"R. Trentinaglia, S. Merschjohann, M. Fockel, H. Eikerling, in: REFSQ 2023: Requirements Engineering: Foundation for Software Quality, Springer Nature Switzerland, Cham, 2023.","ieee":"R. Trentinaglia, S. Merschjohann, M. Fockel, and H. Eikerling, “Eliciting Security Requirements – An Experience Report,” 2023, doi: 10.1007/978-3-031-29786-1_25.","chicago":"Trentinaglia, Roman, Sven Merschjohann, Markus Fockel, and Hendrik Eikerling. “Eliciting Security Requirements – An Experience Report.” In REFSQ 2023: Requirements Engineering: Foundation for Software Quality. Cham: Springer Nature Switzerland, 2023. https://doi.org/10.1007/978-3-031-29786-1_25.","apa":"Trentinaglia, R., Merschjohann, S., Fockel, M., & Eikerling, H. (2023). Eliciting Security Requirements – An Experience Report. REFSQ 2023: Requirements Engineering: Foundation for Software Quality. https://doi.org/10.1007/978-3-031-29786-1_25","ama":"Trentinaglia R, Merschjohann S, Fockel M, Eikerling H. Eliciting Security Requirements – An Experience Report. In: REFSQ 2023: Requirements Engineering: Foundation for Software Quality. Springer Nature Switzerland; 2023. doi:10.1007/978-3-031-29786-1_25","mla":"Trentinaglia, Roman, et al. “Eliciting Security Requirements – An Experience Report.” REFSQ 2023: Requirements Engineering: Foundation for Software Quality, Springer Nature Switzerland, 2023, doi:10.1007/978-3-031-29786-1_25.","bibtex":"@inproceedings{Trentinaglia_Merschjohann_Fockel_Eikerling_2023, place={Cham}, title={Eliciting Security Requirements – An Experience Report}, DOI={10.1007/978-3-031-29786-1_25}, booktitle={REFSQ 2023: Requirements Engineering: Foundation for Software Quality}, publisher={Springer Nature Switzerland}, author={Trentinaglia, Roman and Merschjohann, Sven and Fockel, Markus and Eikerling, Hendrik}, year={2023} }"},"year":"2023","type":"conference","_id":"43395","date_updated":"2023-04-04T12:51:41Z","doi":"10.1007/978-3-031-29786-1_25","publisher":"Springer Nature Switzerland","author":[{"first_name":"Roman","orcid":"0000-0001-9728-4991","full_name":"Trentinaglia, Roman","last_name":"Trentinaglia","id":"49934"},{"full_name":"Merschjohann, Sven","first_name":"Sven","id":"11394","last_name":"Merschjohann"},{"full_name":"Fockel, Markus","orcid":"0000-0002-1269-0702","first_name":"Markus","id":"8472","last_name":"Fockel"},{"id":"29279","last_name":"Eikerling","full_name":"Eikerling, Hendrik","first_name":"Hendrik"}],"publication":"REFSQ 2023: Requirements Engineering: Foundation for Software Quality","department":[{"_id":"241"},{"_id":"662"}],"status":"public","date_created":"2023-04-04T12:47:31Z","publication_status":"published","publication_identifier":{"issn":["0302-9743","1611-3349"],"isbn":["9783031297854","9783031297861"]},"place":"Cham","user_id":"8472","title":"Eliciting Security Requirements – An Experience Report"},{"_id":"44769","date_updated":"2023-05-11T13:14:43Z","doi":"10.1007/978-3-031-30448-4_1","language":[{"iso":"eng"}],"citation":{"ama":"Castenow J, Harbig J, Meyer auf der Heide F. Unifying Gathering Protocols for Swarms of Mobile Robots. In: Lecture Notes in Computer Science. Springer International Publishing; 2023. doi:10.1007/978-3-031-30448-4_1","apa":"Castenow, J., Harbig, J., & Meyer auf der Heide, F. (2023). Unifying Gathering Protocols for Swarms of Mobile Robots. In Lecture Notes in Computer Science. Springer International Publishing. https://doi.org/10.1007/978-3-031-30448-4_1","chicago":"Castenow, Jannik, Jonas Harbig, and Friedhelm Meyer auf der Heide. “Unifying Gathering Protocols for Swarms of Mobile Robots.” In Lecture Notes in Computer Science. Cham: Springer International Publishing, 2023. https://doi.org/10.1007/978-3-031-30448-4_1.","bibtex":"@inbook{Castenow_Harbig_Meyer auf der Heide_2023, place={Cham}, title={Unifying Gathering Protocols for Swarms of Mobile Robots}, DOI={10.1007/978-3-031-30448-4_1}, booktitle={Lecture Notes in Computer Science}, publisher={Springer International Publishing}, author={Castenow, Jannik and Harbig, Jonas and Meyer auf der Heide, Friedhelm}, year={2023} }","mla":"Castenow, Jannik, et al. “Unifying Gathering Protocols for Swarms of Mobile Robots.” Lecture Notes in Computer Science, Springer International Publishing, 2023, doi:10.1007/978-3-031-30448-4_1.","short":"J. Castenow, J. Harbig, F. Meyer auf der Heide, in: Lecture Notes in Computer Science, Springer International Publishing, Cham, 2023.","ieee":"J. Castenow, J. Harbig, and F. Meyer auf der Heide, “Unifying Gathering Protocols for Swarms of Mobile Robots,” in Lecture Notes in Computer Science, Cham: Springer International Publishing, 2023."},"type":"book_chapter","year":"2023","place":"Cham","user_id":"38705","title":"Unifying Gathering Protocols for Swarms of Mobile Robots","author":[{"first_name":"Jannik","full_name":"Castenow, Jannik","last_name":"Castenow","id":"38705"},{"first_name":"Jonas","full_name":"Harbig, Jonas","last_name":"Harbig","id":"47213"},{"last_name":"Meyer auf der Heide","id":"15523","first_name":"Friedhelm","full_name":"Meyer auf der Heide, Friedhelm"}],"publisher":"Springer International Publishing","publication":"Lecture Notes in Computer Science","department":[{"_id":"63"}],"status":"public","date_created":"2023-05-11T13:13:45Z","project":[{"name":"Algorithmen für Schwarmrobotik: Verteiltes Rechnen trifft Dynamische Systeme","_id":"106"}],"publication_status":"published","publication_identifier":{"isbn":["9783031304477","9783031304484"],"issn":["0302-9743","1611-3349"]}},{"language":[{"iso":"eng"}],"citation":{"ama":"Ahmed AFA, Firmansyah AF, Sherif M, Moussallem D, Ngonga Ngomo A-C. Explainable Integration of Knowledge Graphs Using Large Language Models. In: Natural Language Processing and Information Systems. Springer Nature Switzerland; 2023. doi:10.1007/978-3-031-35320-8_9","apa":"Ahmed, A. F. A., Firmansyah, A. F., Sherif, M., Moussallem, D., & Ngonga Ngomo, A.-C. (2023). Explainable Integration of Knowledge Graphs Using Large Language Models. In Natural Language Processing and Information Systems. Springer Nature Switzerland. https://doi.org/10.1007/978-3-031-35320-8_9","chicago":"Ahmed, Abdullah Fathi Ahmed, Asep Fajar Firmansyah, Mohamed Sherif, Diego Moussallem, and Axel-Cyrille Ngonga Ngomo. “Explainable Integration of Knowledge Graphs Using Large Language Models.” In Natural Language Processing and Information Systems. Cham: Springer Nature Switzerland, 2023. https://doi.org/10.1007/978-3-031-35320-8_9.","mla":"Ahmed, Abdullah Fathi Ahmed, et al. “Explainable Integration of Knowledge Graphs Using Large Language Models.” Natural Language Processing and Information Systems, Springer Nature Switzerland, 2023, doi:10.1007/978-3-031-35320-8_9.","bibtex":"@inbook{Ahmed_Firmansyah_Sherif_Moussallem_Ngonga Ngomo_2023, place={Cham}, title={Explainable Integration of Knowledge Graphs Using Large Language Models}, DOI={10.1007/978-3-031-35320-8_9}, booktitle={Natural Language Processing and Information Systems}, publisher={Springer Nature Switzerland}, author={Ahmed, Abdullah Fathi Ahmed and Firmansyah, Asep Fajar and Sherif, Mohamed and Moussallem, Diego and Ngonga Ngomo, Axel-Cyrille}, year={2023} }","short":"A.F.A. Ahmed, A.F. Firmansyah, M. Sherif, D. Moussallem, A.-C. Ngonga Ngomo, in: Natural Language Processing and Information Systems, Springer Nature Switzerland, Cham, 2023.","ieee":"A. F. A. Ahmed, A. F. Firmansyah, M. Sherif, D. Moussallem, and A.-C. Ngonga Ngomo, “Explainable Integration of Knowledge Graphs Using Large Language Models,” in Natural Language Processing and Information Systems, Cham: Springer Nature Switzerland, 2023."},"type":"book_chapter","year":"2023","_id":"46516","date_updated":"2023-08-16T09:15:42Z","doi":"10.1007/978-3-031-35320-8_9","publication":"Natural Language Processing and Information Systems","department":[{"_id":"34"}],"publisher":"Springer Nature Switzerland","author":[{"first_name":"Abdullah Fathi Ahmed","full_name":"Ahmed, Abdullah Fathi Ahmed","last_name":"Ahmed","id":"29670"},{"full_name":"Firmansyah, Asep Fajar","first_name":"Asep Fajar","id":"76787","last_name":"Firmansyah"},{"orcid":"https://orcid.org/0000-0002-9927-2203","full_name":"Sherif, Mohamed","first_name":"Mohamed","id":"67234","last_name":"Sherif"},{"full_name":"Moussallem, Diego","first_name":"Diego","id":"71635","last_name":"Moussallem"},{"last_name":"Ngonga Ngomo","id":"65716","first_name":"Axel-Cyrille","full_name":"Ngonga Ngomo, Axel-Cyrille"}],"date_created":"2023-08-16T08:57:11Z","status":"public","publication_status":"published","publication_identifier":{"isbn":["9783031353192","9783031353208"],"issn":["0302-9743","1611-3349"]},"abstract":[{"text":"Linked knowledge graphs build the backbone of many data-driven applications such as search engines, conversational agents and e-commerce solutions. Declarative link discovery frameworks use complex link specifications to express the conditions under which a link between two resources can be deemed to exist. However, understanding such complex link specifications is a challenging task for non-expert users of link discovery frameworks. In this paper, we address this drawback by devising NMV-LS, a language model-based verbalization approach for translating complex link specifications into natural language. NMV-LS relies on the results of rule-based link specification verbalization to apply continuous training on T5, a large language model based on the Transformerarchitecture. We evaluated NMV-LS on English and German datasets using well-known machine translation metrics such as BLUE, METEOR, ChrF++ and TER. Our results suggest that our approach achieves a verbalization performance close to that of humans and outperforms state of the art approaches. Our source code and datasets are publicly available at https://github.com/dice-group/NMV-LS.","lang":"eng"}],"place":"Cham","user_id":"67234","title":"Explainable Integration of Knowledge Graphs Using Large Language Models"},{"publication_status":"published","publication_identifier":{"issn":["0302-9743","1611-3349"],"isbn":["9783031353192","9783031353208"]},"date_created":"2023-08-17T12:41:45Z","status":"public","publication":"Natural Language Processing and Information Systems","department":[{"_id":"574"}],"author":[{"first_name":"Ria Hari","full_name":"Gusmita, Ria Hari","last_name":"Gusmita"},{"last_name":"Firmansyah","first_name":"Asep Fajar","full_name":"Firmansyah, Asep Fajar"},{"last_name":"Moussallem","first_name":"Diego","full_name":"Moussallem, Diego"},{"last_name":"Ngonga Ngomo","first_name":"Axel-Cyrille","full_name":"Ngonga Ngomo, Axel-Cyrille"}],"publisher":"Springer Nature Switzerland","title":"IndQNER: Named Entity Recognition Benchmark Dataset from the Indonesian Translation of the Quran","user_id":"76787","abstract":[{"lang":"eng","text":"Indonesian is classified as underrepresented in the Natural Language Processing (NLP) field, despite being the tenth most spoken language in the world with 198 million speakers. The paucity of datasets is recognized as the main reason for the slow advancements in NLP research for underrepresented languages. Significant attempts were made in 2020 to address this drawback for Indonesian. The Indonesian Natural Language Understanding (IndoNLU) benchmark was introduced alongside IndoBERT pre-trained language model. The second benchmark, Indonesian Language Evaluation Montage (IndoLEM), was presented in the same year. These benchmarks support several tasks, including Named Entity Recognition (NER). However, all NER datasets are in the public domain and do not contain domain-specific datasets. To alleviate this drawback, we introduce IndQNER, a manually annotated NER benchmark dataset in the religious domain that adheres to a meticulously designed annotation guideline. Since Indonesia has the world’s largest Muslim population, we build the dataset from the Indonesian translation of the Quran. The dataset includes 2475 named entities representing 18 different classes. To assess the annotation quality of IndQNER, we perform experiments with BiLSTM and CRF-based NER, as well as IndoBERT fine-tuning. The results reveal that the first model outperforms the second model achieving 0.98 F1 points. This outcome indicates that IndQNER may be an acceptable evaluation metric for Indonesian NER tasks in the aforementioned domain, widening the research’s domain range."}],"place":"Cham","type":"book_chapter","citation":{"mla":"Gusmita, Ria Hari, et al. “IndQNER: Named Entity Recognition Benchmark Dataset from the Indonesian Translation of the Quran.” Natural Language Processing and Information Systems, Springer Nature Switzerland, 2023, doi:10.1007/978-3-031-35320-8_12.","bibtex":"@inbook{Gusmita_Firmansyah_Moussallem_Ngonga Ngomo_2023, place={Cham}, title={IndQNER: Named Entity Recognition Benchmark Dataset from the Indonesian Translation of the Quran}, DOI={10.1007/978-3-031-35320-8_12}, booktitle={Natural Language Processing and Information Systems}, publisher={Springer Nature Switzerland}, author={Gusmita, Ria Hari and Firmansyah, Asep Fajar and Moussallem, Diego and Ngonga Ngomo, Axel-Cyrille}, year={2023} }","chicago":"Gusmita, Ria Hari, Asep Fajar Firmansyah, Diego Moussallem, and Axel-Cyrille Ngonga Ngomo. “IndQNER: Named Entity Recognition Benchmark Dataset from the Indonesian Translation of the Quran.” In Natural Language Processing and Information Systems. Cham: Springer Nature Switzerland, 2023. https://doi.org/10.1007/978-3-031-35320-8_12.","apa":"Gusmita, R. H., Firmansyah, A. F., Moussallem, D., & Ngonga Ngomo, A.-C. (2023). IndQNER: Named Entity Recognition Benchmark Dataset from the Indonesian Translation of the Quran. In Natural Language Processing and Information Systems. International Conference on Applications of Natural Language to Information Systems (NLDB) 2023, Derby, UK. Springer Nature Switzerland. https://doi.org/10.1007/978-3-031-35320-8_12","ama":"Gusmita RH, Firmansyah AF, Moussallem D, Ngonga Ngomo A-C. IndQNER: Named Entity Recognition Benchmark Dataset from the Indonesian Translation of the Quran. In: Natural Language Processing and Information Systems. Springer Nature Switzerland; 2023. doi:10.1007/978-3-031-35320-8_12","ieee":"R. H. Gusmita, A. F. Firmansyah, D. Moussallem, and A.-C. Ngonga Ngomo, “IndQNER: Named Entity Recognition Benchmark Dataset from the Indonesian Translation of the Quran,” in Natural Language Processing and Information Systems, Cham: Springer Nature Switzerland, 2023.","short":"R.H. Gusmita, A.F. Firmansyah, D. Moussallem, A.-C. Ngonga Ngomo, in: Natural Language Processing and Information Systems, Springer Nature Switzerland, Cham, 2023."},"year":"2023","language":[{"iso":"eng"}],"doi":"10.1007/978-3-031-35320-8_12","conference":{"end_date":"2023-06-23","location":"Derby, UK","start_date":"2023-06-21","name":"International Conference on Applications of Natural Language to Information Systems (NLDB) 2023"},"_id":"46572","date_updated":"2023-08-17T12:52:03Z"},{"language":[{"iso":"eng"}],"year":"2023","type":"book_chapter","citation":{"bibtex":"@inbook{Dieter_2023, place={Cham}, title={A Regret Policy for the Dynamic Vehicle Routing Problem with Time Windows}, DOI={10.1007/978-3-031-43612-3_14}, booktitle={Lecture Notes in Computer Science}, publisher={Springer Nature Switzerland}, author={Dieter, Peter}, year={2023} }","mla":"Dieter, Peter. “A Regret Policy for the Dynamic Vehicle Routing Problem with Time Windows.” Lecture Notes in Computer Science, Springer Nature Switzerland, 2023, doi:10.1007/978-3-031-43612-3_14.","ama":"Dieter P. A Regret Policy for the Dynamic Vehicle Routing Problem with Time Windows. In: Lecture Notes in Computer Science. Springer Nature Switzerland; 2023. doi:10.1007/978-3-031-43612-3_14","apa":"Dieter, P. (2023). A Regret Policy for the Dynamic Vehicle Routing Problem with Time Windows. In Lecture Notes in Computer Science. Springer Nature Switzerland. https://doi.org/10.1007/978-3-031-43612-3_14","chicago":"Dieter, Peter. “A Regret Policy for the Dynamic Vehicle Routing Problem with Time Windows.” In Lecture Notes in Computer Science. Cham: Springer Nature Switzerland, 2023. https://doi.org/10.1007/978-3-031-43612-3_14.","ieee":"P. Dieter, “A Regret Policy for the Dynamic Vehicle Routing Problem with Time Windows,” in Lecture Notes in Computer Science, Cham: Springer Nature Switzerland, 2023.","short":"P. Dieter, in: Lecture Notes in Computer Science, Springer Nature Switzerland, Cham, 2023."},"_id":"46867","date_updated":"2023-09-07T17:52:46Z","doi":"10.1007/978-3-031-43612-3_14","department":[{"_id":"277"}],"publication":"Lecture Notes in Computer Science","author":[{"first_name":"Peter","full_name":"Dieter, Peter","last_name":"Dieter","id":"88592"}],"publisher":"Springer Nature Switzerland","date_created":"2023-09-07T17:46:08Z","has_accepted_license":"1","status":"public","publication_status":"published","publication_identifier":{"issn":["0302-9743","1611-3349"],"isbn":["9783031436116","9783031436123"]},"place":"Cham","user_id":"51811","ddc":["000"],"title":"A Regret Policy for the Dynamic Vehicle Routing Problem with Time Windows"},{"doi":"10.1007/978-3-031-43421-1_12","conference":{"start_date":"2023-09-18","name":"European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases","location":"Turin","end_date":"2023-09-22"},"date_updated":"2023-11-21T09:20:31Z","_id":"47421","language":[{"iso":"eng"}],"year":"2023","type":"book_chapter","citation":{"bibtex":"@inbook{Kouagou_Heindorf_Demir_Ngonga Ngomo_2023, place={Cham}, title={Neural Class Expression Synthesis in ALCHIQ(D)}, DOI={10.1007/978-3-031-43421-1_12}, booktitle={Machine Learning and Knowledge Discovery in Databases: Research Track}, publisher={Springer Nature Switzerland}, author={Kouagou, N’Dah Jean and Heindorf, Stefan and Demir, Caglar and Ngonga Ngomo, Axel-Cyrille}, year={2023} }","mla":"Kouagou, N’Dah Jean, et al. “Neural Class Expression Synthesis in ALCHIQ(D).” Machine Learning and Knowledge Discovery in Databases: Research Track, Springer Nature Switzerland, 2023, doi:10.1007/978-3-031-43421-1_12.","ama":"Kouagou NJ, Heindorf S, Demir C, Ngonga Ngomo A-C. Neural Class Expression Synthesis in ALCHIQ(D). In: Machine Learning and Knowledge Discovery in Databases: Research Track. Springer Nature Switzerland; 2023. doi:10.1007/978-3-031-43421-1_12","apa":"Kouagou, N. J., Heindorf, S., Demir, C., & Ngonga Ngomo, A.-C. (2023). Neural Class Expression Synthesis in ALCHIQ(D). In Machine Learning and Knowledge Discovery in Databases: Research Track. European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases, Turin. Springer Nature Switzerland. https://doi.org/10.1007/978-3-031-43421-1_12","chicago":"Kouagou, N’Dah Jean, Stefan Heindorf, Caglar Demir, and Axel-Cyrille Ngonga Ngomo. “Neural Class Expression Synthesis in ALCHIQ(D).” In Machine Learning and Knowledge Discovery in Databases: Research Track. Cham: Springer Nature Switzerland, 2023. https://doi.org/10.1007/978-3-031-43421-1_12.","ieee":"N. J. Kouagou, S. Heindorf, C. Demir, and A.-C. Ngonga Ngomo, “Neural Class Expression Synthesis in ALCHIQ(D),” in Machine Learning and Knowledge Discovery in Databases: Research Track, Cham: Springer Nature Switzerland, 2023.","short":"N.J. Kouagou, S. Heindorf, C. Demir, A.-C. Ngonga Ngomo, in: Machine Learning and Knowledge Discovery in Databases: Research Track, Springer Nature Switzerland, Cham, 2023."},"user_id":"11871","title":"Neural Class Expression Synthesis in ALCHIQ(D)","abstract":[{"text":"Class expression learning in description logics has long been regarded as an iterative search problem in an infinite conceptual space. Each iteration of the search process invokes a reasoner and a heuristic function. The reasoner finds the instances of the current expression, and the heuristic function computes the information gain and decides on the next step to be taken. As the size of the background knowledge base grows, search-based approaches for class expression learning become prohibitively slow. Current neural class expression synthesis (NCES) approaches investigate the use of neural networks for class expression learning in the attributive language with complement (ALC). While they show significant improvements over search-based approaches in runtime and quality of the computed solutions, they rely on the availability of pretrained embeddings for the input knowledge base. Moreover, they are not applicable to ontologies in more expressive description logics. In this paper, we propose a novel NCES approach which extends the state of the art to the description logic ALCHIQ(D). Our extension, dubbed NCES2, comes with an improved training data generator and does not require pretrained embeddings for the input knowledge base as both the embedding model and the class expression synthesizer are trained jointly. Empirical results on benchmark datasets suggest that our approach inherits the scalability capability of current NCES instances with the additional advantage that it supports more complex learning problems. NCES2 achieves the highest performance overall when compared to search-based approaches and to its predecessor NCES. We provide our source code, datasets, and pretrained models at https://github.com/dice-group/NCES2.","lang":"eng"}],"place":"Cham","date_created":"2023-09-25T13:42:01Z","status":"public","publication_status":"published","publication_identifier":{"isbn":["9783031434204","9783031434211"],"issn":["0302-9743","1611-3349"]},"department":[{"_id":"760"},{"_id":"574"}],"publication":"Machine Learning and Knowledge Discovery in Databases: Research Track","publisher":"Springer Nature Switzerland","author":[{"id":"87189","last_name":"Kouagou","full_name":"Kouagou, N'Dah Jean","first_name":"N'Dah Jean"},{"orcid":"0000-0002-4525-6865","full_name":"Heindorf, Stefan","first_name":"Stefan","id":"11871","last_name":"Heindorf"},{"first_name":"Caglar","full_name":"Demir, Caglar","last_name":"Demir","id":"43817"},{"id":"65716","last_name":"Ngonga Ngomo","full_name":"Ngonga Ngomo, Axel-Cyrille","first_name":"Axel-Cyrille"}]},{"doi":"10.1007/978-3-031-35891-3_7","_id":"47953","date_updated":"2023-12-05T10:15:37Z","language":[{"iso":"eng"}],"citation":{"short":"J. Kornowicz, K. Thommes, Artificial Intelligence in HCI (2023).","ieee":"J. Kornowicz and K. Thommes, “Aggregating Human Domain Knowledge for Feature Ranking,” Artificial Intelligence in HCI, 2023, doi: 10.1007/978-3-031-35891-3_7.","chicago":"Kornowicz, Jaroslaw, and Kirsten Thommes. “Aggregating Human Domain Knowledge for Feature Ranking.” Artificial Intelligence in HCI, 2023. https://doi.org/10.1007/978-3-031-35891-3_7.","ama":"Kornowicz J, Thommes K. Aggregating Human Domain Knowledge for Feature Ranking. Artificial Intelligence in HCI. Published online 2023. doi:10.1007/978-3-031-35891-3_7","apa":"Kornowicz, J., & Thommes, K. (2023). Aggregating Human Domain Knowledge for Feature Ranking. Artificial Intelligence in HCI. https://doi.org/10.1007/978-3-031-35891-3_7","mla":"Kornowicz, Jaroslaw, and Kirsten Thommes. “Aggregating Human Domain Knowledge for Feature Ranking.” Artificial Intelligence in HCI, Springer Nature Switzerland, 2023, doi:10.1007/978-3-031-35891-3_7.","bibtex":"@article{Kornowicz_Thommes_2023, title={Aggregating Human Domain Knowledge for Feature Ranking}, DOI={10.1007/978-3-031-35891-3_7}, journal={Artificial Intelligence in HCI}, publisher={Springer Nature Switzerland}, author={Kornowicz, Jaroslaw and Thommes, Kirsten}, year={2023} }"},"type":"journal_article","year":"2023","user_id":"42933","title":"Aggregating Human Domain Knowledge for Feature Ranking","status":"public","date_created":"2023-10-11T08:01:00Z","project":[{"name":"TRR 318 - C2: TRR 318 - Subproject C2","_id":"125"}],"publication_status":"published","publication_identifier":{"isbn":["9783031358906","9783031358913"],"issn":["0302-9743","1611-3349"]},"publisher":"Springer Nature Switzerland","author":[{"full_name":"Kornowicz, Jaroslaw","first_name":"Jaroslaw","id":"44029","last_name":"Kornowicz"},{"full_name":"Thommes, Kirsten","first_name":"Kirsten","id":"72497","last_name":"Thommes"}],"publication":"Artificial Intelligence in HCI","department":[{"_id":"184"},{"_id":"178"}]},{"license":"https://creativecommons.org/publicdomain/zero/1.0/","intvolume":" 14265","_id":"50479","conference":{"end_date":"2023-11-10","location":"Athens, Greece","name":"The Semantic Web – ISWC 2023","start_date":"2023-11-06"},"year":"2023","citation":{"chicago":"Qudus, Umair, Michael Röder, Sabrina Kirrane, and Axel-Cyrille Ngonga Ngomo. “TemporalFC: A Temporal Fact Checking Approach over Knowledge Graphs.” In The Semantic Web – ISWC 2023, edited by Terry R. Payne, Valentina Presutti, Guilin Qi, María Poveda-Villalón, Giorgos Stoilos, Laura Hollink, Zoi Kaoudi, Gong Cheng, and Juanzi Li, 14265:465–483. Lecture Notes in Computer Science. Cham: Springer, Cham, 2023. https://doi.org/10.1007/978-3-031-47240-4_25.","ama":"Qudus U, Röder M, Kirrane S, Ngomo A-CN. TemporalFC: A Temporal Fact Checking Approach over Knowledge Graphs. In: R. Payne T, Presutti V, Qi G, et al., eds. The Semantic Web – ISWC 2023. Vol 14265. Lecture Notes in Computer Science. Springer, Cham; 2023:465–483. doi:10.1007/978-3-031-47240-4_25","apa":"Qudus, U., Röder, M., Kirrane, S., & Ngomo, A.-C. N. (2023). TemporalFC: A Temporal Fact Checking Approach over Knowledge Graphs. In T. R. Payne, V. Presutti, G. Qi, M. Poveda-Villalón, G. Stoilos, L. Hollink, Z. Kaoudi, G. Cheng, & J. Li (Eds.), The Semantic Web – ISWC 2023 (Vol. 14265, pp. 465–483). Springer, Cham. https://doi.org/10.1007/978-3-031-47240-4_25","bibtex":"@inproceedings{Qudus_Röder_Kirrane_Ngomo_2023, place={Cham}, series={ Lecture Notes in Computer Science}, title={TemporalFC: A Temporal Fact Checking Approach over Knowledge Graphs}, volume={14265}, DOI={10.1007/978-3-031-47240-4_25}, booktitle={The Semantic Web – ISWC 2023}, publisher={Springer, Cham}, author={Qudus, Umair and Röder, Michael and Kirrane, Sabrina and Ngomo, Axel-Cyrille Ngonga}, editor={R. Payne, Terry and Presutti, Valentina and Qi, Guilin and Poveda-Villalón, María and Stoilos, Giorgos and Hollink, Laura and Kaoudi, Zoi and Cheng, Gong and Li, Juanzi}, year={2023}, pages={465–483}, collection={ Lecture Notes in Computer Science} }","mla":"Qudus, Umair, et al. “TemporalFC: A Temporal Fact Checking Approach over Knowledge Graphs.” The Semantic Web – ISWC 2023, edited by Terry R. Payne et al., vol. 14265, Springer, Cham, 2023, pp. 465–483, doi:10.1007/978-3-031-47240-4_25.","short":"U. Qudus, M. Röder, S. Kirrane, A.-C.N. Ngomo, in: T. R. Payne, V. Presutti, G. Qi, M. Poveda-Villalón, G. Stoilos, L. Hollink, Z. Kaoudi, G. Cheng, J. Li (Eds.), The Semantic Web – ISWC 2023, Springer, Cham, Cham, 2023, pp. 465–483.","ieee":"U. Qudus, M. Röder, S. Kirrane, and A.-C. N. Ngomo, “TemporalFC: A Temporal Fact Checking Approach over Knowledge Graphs,” in The Semantic Web – ISWC 2023, Athens, Greece, 2023, vol. 14265, pp. 465–483, doi: 10.1007/978-3-031-47240-4_25."},"type":"conference","page":"465–483","abstract":[{"text":"Verifying assertions is an essential part of creating and maintaining knowledge graphs. Most often, this task cannot be carried out manually due to the sheer size of modern knowledge graphs. Hence, automatic fact-checking approaches have been proposed over the last decade. These approaches aim to compute automatically whether a given assertion is correct or incorrect. However, most fact-checking approaches are binary classifiers that fail to consider the volatility of some assertions, i.e., the fact that such assertions are only valid at certain times or for specific time intervals. Moreover, the few approaches able to predict when an assertion was valid (i.e., time-point prediction approaches) rely on manual feature engineering. This paper presents TEMPORALFC, a temporal fact-checking approach that uses multiple sources of background knowledge to assess the veracity and temporal validity of a given assertion. We evaluate TEMPORALFC on two datasets and compare it to the state of the art in fact-checking and time-point prediction. Our results suggest that TEMPORALFC outperforms the state of the art on the fact-checking task by 0.13 to 0.15 in terms of Area Under the Receiver Operating Characteristic curve and on the time-point prediction task by 0.25 to 0.27 in terms of Mean Reciprocal Rank. Our code is open-source and can be found at https://github.com/dice-group/TemporalFC.","lang":"eng"}],"ddc":["006"],"user_id":"83392","author":[{"full_name":"Qudus, Umair","first_name":"Umair","last_name":"Qudus"},{"last_name":"Röder","first_name":"Michael","full_name":"Röder, Michael"},{"last_name":"Kirrane","full_name":"Kirrane, Sabrina","first_name":"Sabrina"},{"last_name":"Ngomo","first_name":"Axel-Cyrille Ngonga","full_name":"Ngomo, Axel-Cyrille Ngonga"}],"publisher":"Springer, Cham","publication":"The Semantic Web – ISWC 2023","file_date_updated":"2024-01-13T11:25:48Z","keyword":["temporal fact checking · ensemble learning · transfer learning · time-point prediction · temporal knowledge graphs"],"file":[{"creator":"uqudus","file_id":"50480","file_size":1944818,"relation":"main_file","success":1,"date_updated":"2024-01-13T11:25:48Z","content_type":"application/pdf","file_name":"ISWC 2023 TemporalFC-A Temporal Fact Checking approach over Knowledge Graphs.pdf","date_created":"2024-01-13T11:25:48Z","access_level":"closed"}],"jel":["C"],"volume":14265,"status":"public","has_accepted_license":"1","date_created":"2024-01-13T11:22:15Z","date_updated":"2024-01-13T11:48:28Z","doi":"10.1007/978-3-031-47240-4_25","series_title":" Lecture Notes in Computer Science","language":[{"iso":"eng"}],"place":"Cham","title":"TemporalFC: A Temporal Fact Checking Approach over Knowledge Graphs","department":[{"_id":"34"}],"editor":[{"first_name":"Terry","full_name":"R. Payne, Terry","last_name":"R. Payne"},{"full_name":"Presutti, Valentina","first_name":"Valentina","last_name":"Presutti"},{"full_name":"Qi, Guilin","first_name":"Guilin","last_name":"Qi"},{"last_name":"Poveda-Villalón","full_name":"Poveda-Villalón, María","first_name":"María"},{"first_name":"Giorgos","full_name":"Stoilos, Giorgos","last_name":"Stoilos"},{"full_name":"Hollink, Laura","first_name":"Laura","last_name":"Hollink"},{"last_name":"Kaoudi","full_name":"Kaoudi, Zoi","first_name":"Zoi"},{"last_name":"Cheng","first_name":"Gong","full_name":"Cheng, Gong"},{"last_name":"Li","full_name":"Li, Juanzi","first_name":"Juanzi"}],"publication_status":"published","publication_identifier":{"isbn":["9783031472398","9783031472404"],"issn":["0302-9743","1611-3349"]},"project":[{"grant_number":"860801","name":"KnowGraphs: KnowGraphs: Knowledge Graphs at Scale","_id":"410"}]},{"publication_identifier":{"issn":["0302-9743","1611-3349"],"isbn":["9783031320408","9783031320415"]},"publication_status":"published","status":"public","date_created":"2023-07-28T09:53:21Z","project":[{"_id":"52","name":"PC2: Computing Resources Provided by the Paderborn Center for Parallel Computing"}],"author":[{"last_name":"Alt","id":"100625","first_name":"Christoph","full_name":"Alt, Christoph"},{"first_name":"Tobias","full_name":"Kenter, Tobias","last_name":"Kenter","id":"3145"},{"full_name":"Faghih-Naini, Sara","first_name":"Sara","last_name":"Faghih-Naini"},{"full_name":"Faj, Jennifer","first_name":"Jennifer","id":"78722","last_name":"Faj"},{"full_name":"Opdenhövel, Jan-Oliver","first_name":"Jan-Oliver","last_name":"Opdenhövel"},{"id":"16153","last_name":"Plessl","full_name":"Plessl, Christian","orcid":"0000-0001-5728-9982","first_name":"Christian"},{"full_name":"Aizinger, Vadym","first_name":"Vadym","last_name":"Aizinger"},{"last_name":"Hönig","full_name":"Hönig, Jan","first_name":"Jan"},{"full_name":"Köstler, Harald","first_name":"Harald","last_name":"Köstler"}],"publisher":"Springer Nature Switzerland","quality_controlled":"1","department":[{"_id":"27"},{"_id":"518"}],"publication":"Lecture Notes in Computer Science","title":"Shallow Water DG Simulations on FPGAs: Design and Comparison of a Novel Code Generation Pipeline","user_id":"3145","place":"Cham","year":"2023","citation":{"ama":"Alt C, Kenter T, Faghih-Naini S, et al. Shallow Water DG Simulations on FPGAs: Design and Comparison of a Novel Code Generation Pipeline. In: Lecture Notes in Computer Science. Springer Nature Switzerland; 2023. doi:10.1007/978-3-031-32041-5_5","short":"C. Alt, T. Kenter, S. Faghih-Naini, J. Faj, J.-O. Opdenhövel, C. Plessl, V. Aizinger, J. Hönig, H. Köstler, in: Lecture Notes in Computer Science, Springer Nature Switzerland, Cham, 2023.","apa":"Alt, C., Kenter, T., Faghih-Naini, S., Faj, J., Opdenhövel, J.-O., Plessl, C., Aizinger, V., Hönig, J., & Köstler, H. (2023). Shallow Water DG Simulations on FPGAs: Design and Comparison of a Novel Code Generation Pipeline. In Lecture Notes in Computer Science. Springer Nature Switzerland. https://doi.org/10.1007/978-3-031-32041-5_5","chicago":"Alt, Christoph, Tobias Kenter, Sara Faghih-Naini, Jennifer Faj, Jan-Oliver Opdenhövel, Christian Plessl, Vadym Aizinger, Jan Hönig, and Harald Köstler. “Shallow Water DG Simulations on FPGAs: Design and Comparison of a Novel Code Generation Pipeline.” In Lecture Notes in Computer Science. Cham: Springer Nature Switzerland, 2023. https://doi.org/10.1007/978-3-031-32041-5_5.","ieee":"C. Alt et al., “Shallow Water DG Simulations on FPGAs: Design and Comparison of a Novel Code Generation Pipeline,” in Lecture Notes in Computer Science, Cham: Springer Nature Switzerland, 2023.","bibtex":"@inbook{Alt_Kenter_Faghih-Naini_Faj_Opdenhövel_Plessl_Aizinger_Hönig_Köstler_2023, place={Cham}, title={Shallow Water DG Simulations on FPGAs: Design and Comparison of a Novel Code Generation Pipeline}, DOI={10.1007/978-3-031-32041-5_5}, booktitle={Lecture Notes in Computer Science}, publisher={Springer Nature Switzerland}, author={Alt, Christoph and Kenter, Tobias and Faghih-Naini, Sara and Faj, Jennifer and Opdenhövel, Jan-Oliver and Plessl, Christian and Aizinger, Vadym and Hönig, Jan and Köstler, Harald}, year={2023} }","mla":"Alt, Christoph, et al. “Shallow Water DG Simulations on FPGAs: Design and Comparison of a Novel Code Generation Pipeline.” Lecture Notes in Computer Science, Springer Nature Switzerland, 2023, doi:10.1007/978-3-031-32041-5_5."},"type":"book_chapter","language":[{"iso":"eng"}],"doi":"10.1007/978-3-031-32041-5_5","date_updated":"2024-01-22T09:58:49Z","_id":"46191"},{"publication_status":"published","publication_identifier":{"issn":["0302-9743","1611-3349"],"isbn":["9783031452741","9783031452758"]},"title":"Probabilistic Scoring Lists for Interpretable Machine Learning","place":"Cham","language":[{"iso":"eng"}],"series_title":"Lecture Notes in Computer Science","doi":"10.1007/978-3-031-45275-8_13","date_updated":"2024-02-26T08:41:49Z","date_created":"2024-02-18T11:05:55Z","status":"public","volume":14050,"publication":"26th International Conference on Discovery Science ","publisher":"Springer Nature Switzerland","author":[{"full_name":"Hanselle, Jonas Manuel","orcid":"0000-0002-1231-4985","first_name":"Jonas Manuel","id":"43980","last_name":"Hanselle"},{"first_name":"Johannes","full_name":"Fürnkranz, Johannes","last_name":"Fürnkranz"},{"full_name":"Hüllermeier, Eyke","first_name":"Eyke","id":"48129","last_name":"Hüllermeier"}],"user_id":"54779","page":"189-203","citation":{"bibtex":"@inproceedings{Hanselle_Fürnkranz_Hüllermeier_2023, place={Cham}, series={Lecture Notes in Computer Science}, title={Probabilistic Scoring Lists for Interpretable Machine Learning}, volume={14050}, DOI={10.1007/978-3-031-45275-8_13}, booktitle={26th International Conference on Discovery Science }, publisher={Springer Nature Switzerland}, author={Hanselle, Jonas Manuel and Fürnkranz, Johannes and Hüllermeier, Eyke}, year={2023}, pages={189–203}, collection={Lecture Notes in Computer Science} }","mla":"Hanselle, Jonas Manuel, et al. “Probabilistic Scoring Lists for Interpretable Machine Learning.” 26th International Conference on Discovery Science , vol. 14050, Springer Nature Switzerland, 2023, pp. 189–203, doi:10.1007/978-3-031-45275-8_13.","apa":"Hanselle, J. M., Fürnkranz, J., & Hüllermeier, E. (2023). Probabilistic Scoring Lists for Interpretable Machine Learning. 26th International Conference on Discovery Science , 14050, 189–203. https://doi.org/10.1007/978-3-031-45275-8_13","ama":"Hanselle JM, Fürnkranz J, Hüllermeier E. Probabilistic Scoring Lists for Interpretable Machine Learning. In: 26th International Conference on Discovery Science . Vol 14050. Lecture Notes in Computer Science. Springer Nature Switzerland; 2023:189-203. doi:10.1007/978-3-031-45275-8_13","chicago":"Hanselle, Jonas Manuel, Johannes Fürnkranz, and Eyke Hüllermeier. “Probabilistic Scoring Lists for Interpretable Machine Learning.” In 26th International Conference on Discovery Science , 14050:189–203. Lecture Notes in Computer Science. Cham: Springer Nature Switzerland, 2023. https://doi.org/10.1007/978-3-031-45275-8_13.","ieee":"J. M. Hanselle, J. Fürnkranz, and E. Hüllermeier, “Probabilistic Scoring Lists for Interpretable Machine Learning,” in 26th International Conference on Discovery Science , Porto, 2023, vol. 14050, pp. 189–203, doi: 10.1007/978-3-031-45275-8_13.","short":"J.M. Hanselle, J. Fürnkranz, E. Hüllermeier, in: 26th International Conference on Discovery Science , Springer Nature Switzerland, Cham, 2023, pp. 189–203."},"year":"2023","type":"conference","conference":{"start_date":"2023-10-9","name":"26th International Conference on Discovery Science ","location":"Porto","end_date":"2021-10-11"},"intvolume":" 14050","_id":"51373"},{"type":"book_chapter","year":"2023","citation":{"mla":"Muschalik, Maximilian, et al. “ISAGE: An Incremental Version of SAGE for Online Explanation on Data Streams.” Machine Learning and Knowledge Discovery in Databases: Research Track, Springer Nature Switzerland, 2023, doi:10.1007/978-3-031-43418-1_26.","bibtex":"@inbook{Muschalik_Fumagalli_Hammer_Huellermeier_2023, place={Cham}, title={iSAGE: An Incremental Version of SAGE for Online Explanation on Data Streams}, DOI={10.1007/978-3-031-43418-1_26}, booktitle={Machine Learning and Knowledge Discovery in Databases: Research Track}, publisher={Springer Nature Switzerland}, author={Muschalik, Maximilian and Fumagalli, Fabian and Hammer, Barbara and Huellermeier, Eyke}, year={2023} }","apa":"Muschalik, M., Fumagalli, F., Hammer, B., & Huellermeier, E. 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Huellermeier, “iSAGE: An Incremental Version of SAGE for Online Explanation on Data Streams,” in Machine Learning and Knowledge Discovery in Databases: Research Track, Cham: Springer Nature Switzerland, 2023.","short":"M. Muschalik, F. Fumagalli, B. Hammer, E. Huellermeier, in: Machine Learning and Knowledge Discovery in Databases: Research Track, Springer Nature Switzerland, Cham, 2023."},"language":[{"iso":"eng"}],"doi":"10.1007/978-3-031-43418-1_26","date_updated":"2024-03-05T10:48:40Z","_id":"48776","publication_status":"published","publication_identifier":{"issn":["0302-9743"],"eissn":["1611-3349"],"isbn":["9783031434174"],"eisbn":["9783031434181"]},"date_created":"2023-11-10T14:11:20Z","project":[{"_id":"126","name":"TRR 318 - C3: TRR 318 - Subproject C3"}],"status":"public","publication":"Machine Learning and Knowledge Discovery in Databases: Research Track","department":[{"_id":"660"}],"publisher":"Springer Nature Switzerland","author":[{"last_name":"Muschalik","full_name":"Muschalik, Maximilian","first_name":"Maximilian"},{"first_name":"Fabian","full_name":"Fumagalli, Fabian","last_name":"Fumagalli","id":"93420"},{"full_name":"Hammer, Barbara","first_name":"Barbara","last_name":"Hammer"},{"first_name":"Eyke","full_name":"Huellermeier, Eyke","last_name":"Huellermeier","id":"48129"}],"title":"iSAGE: An Incremental Version of SAGE for Online Explanation on Data Streams","user_id":"14931","place":"Cham"},{"language":[{"iso":"eng"}],"year":"2023","type":"book_chapter","citation":{"short":"I. de Camargo e Souza Câmara, A.-Y. Turhan, in: Logics in Artificial Intelligence, Springer Nature Switzerland, Cham, 2023.","ieee":"I. de Camargo e Souza Câmara and A.-Y. Turhan, “Deciding Subsumption in Defeasible $$\\mathcal {ELI}_\\bot $$ with Typicality Models,” in Logics in Artificial Intelligence, Cham: Springer Nature Switzerland, 2023.","apa":"de Camargo e Souza Câmara, I., & Turhan, A.-Y. (2023). Deciding Subsumption in Defeasible $$\\mathcal {ELI}_\\bot $$ with Typicality Models. In Logics in Artificial Intelligence. Springer Nature Switzerland. https://doi.org/10.1007/978-3-031-43619-2_36","ama":"de Camargo e Souza Câmara I, Turhan A-Y. Deciding Subsumption in Defeasible $$\\mathcal {ELI}_\\bot $$ with Typicality Models. In: Logics in Artificial Intelligence. 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Hansmeier and M. Platzner, “Integrating Safety Guarantees into the Learning Classifier System XCS,” in Applications of Evolutionary Computation, EvoApplications 2022, Proceedings, Madrid, 2022, vol. 13224, pp. 386–401, doi: 10.1007/978-3-031-02462-7_25.","short":"T. Hansmeier, M. Platzner, in: Applications of Evolutionary Computation, EvoApplications 2022, Proceedings, Springer International Publishing, 2022, pp. 386–401.","bibtex":"@inproceedings{Hansmeier_Platzner_2022, series={Lecture Notes in Computer Science}, title={Integrating Safety Guarantees into the Learning Classifier System XCS}, volume={13224}, DOI={10.1007/978-3-031-02462-7_25}, booktitle={Applications of Evolutionary Computation, EvoApplications 2022, Proceedings}, publisher={Springer International Publishing}, author={Hansmeier, Tim and Platzner, Marco}, year={2022}, pages={386–401}, collection={Lecture Notes in Computer Science} }","mla":"Hansmeier, Tim, and Marco Platzner. “Integrating Safety Guarantees into the Learning Classifier System XCS.” Applications of Evolutionary Computation, EvoApplications 2022, Proceedings, vol. 13224, Springer International Publishing, 2022, pp. 386–401, doi:10.1007/978-3-031-02462-7_25.","chicago":"Hansmeier, Tim, and Marco Platzner. “Integrating Safety Guarantees into the Learning Classifier System XCS.” In Applications of Evolutionary Computation, EvoApplications 2022, Proceedings, 13224:386–401. 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Springer International Publishing; 2022. doi:10.1007/978-3-030-99739-7_43","apa":"Bondarenko, A., Fröbe, M., Kiesel, J., Syed, S., Gurcke, T., Beloucif, M., Panchenko, A., Biemann, C., Stein, B., Wachsmuth, H., Potthast, M., & Hagen, M. (2022). Overview of Touché 2022: Argument Retrieval. In Lecture Notes in Computer Science. Springer International Publishing. https://doi.org/10.1007/978-3-030-99739-7_43","chicago":"Bondarenko, Alexander, Maik Fröbe, Johannes Kiesel, Shahbaz Syed, Timon Gurcke, Meriem Beloucif, Alexander Panchenko, et al. “Overview of Touché 2022: Argument Retrieval.” In Lecture Notes in Computer Science. 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