[{"publisher":"Springer Nature Switzerland","date_updated":"2024-06-04T12:23:45Z","author":[{"first_name":"Abdullah Fathi Ahmed","id":"29670","full_name":"Ahmed, Abdullah Fathi Ahmed","last_name":"Ahmed"},{"last_name":"Firmansyah","full_name":"Firmansyah, Asep Fajar","id":"76787","first_name":"Asep Fajar"},{"last_name":"Sherif","orcid":"https://orcid.org/0000-0002-9927-2203","full_name":"Sherif, Mohamed","id":"67234","first_name":"Mohamed"},{"first_name":"Diego","last_name":"Moussallem","id":"71635","full_name":"Moussallem, Diego"},{"last_name":"Ngonga Ngomo","id":"65716","full_name":"Ngonga Ngomo, Axel-Cyrille","first_name":"Axel-Cyrille"}],"date_created":"2023-08-16T08:57:11Z","title":"Explainable Integration of Knowledge Graphs Using Large Language Models","doi":"10.1007/978-3-031-35320-8_9","publication_status":"published","publication_identifier":{"isbn":["9783031353192","9783031353208"],"issn":["0302-9743","1611-3349"]},"year":"2023","place":"Cham","citation":{"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 <i>Natural Language Processing and Information Systems</i>, Cham: Springer Nature Switzerland, 2023.","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 <i>Natural Language Processing and Information Systems</i>. Cham: Springer Nature Switzerland, 2023. <a href=\"https://doi.org/10.1007/978-3-031-35320-8_9\">https://doi.org/10.1007/978-3-031-35320-8_9</a>.","ama":"Ahmed AFA, Firmansyah AF, Sherif M, Moussallem D, Ngonga Ngomo A-C. Explainable Integration of Knowledge Graphs Using Large Language Models. In: <i>Natural Language Processing and Information Systems</i>. Springer Nature Switzerland; 2023. doi:<a href=\"https://doi.org/10.1007/978-3-031-35320-8_9\">10.1007/978-3-031-35320-8_9</a>","apa":"Ahmed, A. F. A., Firmansyah, A. F., Sherif, M., Moussallem, D., &#38; Ngonga Ngomo, A.-C. (2023). Explainable Integration of Knowledge Graphs Using Large Language Models. In <i>Natural Language Processing and Information Systems</i>. Springer Nature Switzerland. <a href=\"https://doi.org/10.1007/978-3-031-35320-8_9\">https://doi.org/10.1007/978-3-031-35320-8_9</a>","bibtex":"@inbook{Ahmed_Firmansyah_Sherif_Moussallem_Ngonga Ngomo_2023, place={Cham}, title={Explainable Integration of Knowledge Graphs Using Large Language Models}, DOI={<a href=\"https://doi.org/10.1007/978-3-031-35320-8_9\">10.1007/978-3-031-35320-8_9</a>}, 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} }","mla":"Ahmed, Abdullah Fathi Ahmed, et al. “Explainable Integration of Knowledge Graphs Using Large Language Models.” <i>Natural Language Processing and Information Systems</i>, Springer Nature Switzerland, 2023, doi:<a href=\"https://doi.org/10.1007/978-3-031-35320-8_9\">10.1007/978-3-031-35320-8_9</a>.","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."},"_id":"46516","user_id":"76787","department":[{"_id":"34"},{"_id":"574"}],"language":[{"iso":"eng"}],"type":"book_chapter","publication":"Natural Language Processing and Information Systems","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"}],"status":"public"},{"year":"2023","page":"274–277","citation":{"chicago":"Manzoor, Ali, Muhammad Saleem, and Axel-Cyrille Ngonga Ngomo. “Unsupervised Relation Extraction with Sentence Level Distributional Semantics.” In <i>2023 IEEE 17th International Conference on Semantic Computing (ICSC)</i>, 274–277, 2023.","ieee":"A. Manzoor, M. Saleem, and A.-C. Ngonga Ngomo, “Unsupervised Relation Extraction with Sentence level Distributional Semantics,” in <i>2023 IEEE 17th International Conference on Semantic Computing (ICSC)</i>, 2023, pp. 274–277.","ama":"Manzoor A, Saleem M, Ngonga Ngomo A-C. Unsupervised Relation Extraction with Sentence level Distributional Semantics. In: <i>2023 IEEE 17th International Conference on Semantic Computing (ICSC)</i>. ; 2023:274–277.","apa":"Manzoor, A., Saleem, M., &#38; Ngonga Ngomo, A.-C. (2023). Unsupervised Relation Extraction with Sentence level Distributional Semantics. <i>2023 IEEE 17th International Conference on Semantic Computing (ICSC)</i>, 274–277.","bibtex":"@inproceedings{Manzoor_Saleem_Ngonga Ngomo_2023, title={Unsupervised Relation Extraction with Sentence level Distributional Semantics}, booktitle={2023 IEEE 17th International Conference on Semantic Computing (ICSC)}, author={Manzoor, Ali and Saleem, Muhammad and Ngonga Ngomo, Axel-Cyrille}, year={2023}, pages={274–277} }","short":"A. Manzoor, M. Saleem, A.-C. Ngonga Ngomo, in: 2023 IEEE 17th International Conference on Semantic Computing (ICSC), 2023, pp. 274–277.","mla":"Manzoor, Ali, et al. “Unsupervised Relation Extraction with Sentence Level Distributional Semantics.” <i>2023 IEEE 17th International Conference on Semantic Computing (ICSC)</i>, 2023, pp. 274–277."},"title":"Unsupervised Relation Extraction with Sentence level Distributional Semantics","date_updated":"2024-06-04T12:00:45Z","author":[{"first_name":"Ali","last_name":"Manzoor","id":"77309","full_name":"Manzoor, Ali"},{"first_name":"Muhammad","full_name":"Saleem, Muhammad","last_name":"Saleem"},{"full_name":"Ngonga Ngomo, Axel-Cyrille","id":"65716","last_name":"Ngonga Ngomo","first_name":"Axel-Cyrille"}],"date_created":"2024-06-04T11:05:36Z","status":"public","publication":"2023 IEEE 17th International Conference on Semantic Computing (ICSC)","type":"conference","language":[{"iso":"eng"}],"_id":"54581","department":[{"_id":"574"}],"user_id":"77309"},{"supervisor":[{"id":"65716","full_name":"Ngonga Ngomo, Axel-Cyrille","last_name":"Ngonga Ngomo","first_name":"Axel-Cyrille"}],"author":[{"orcid":"https://orcid.org/0000-0002-8609-8277","last_name":"Röder","id":"67199","full_name":"Röder, Michael","first_name":"Michael"}],"date_created":"2024-06-04T15:26:43Z","publisher":"Paderborn University","date_updated":"2024-06-04T15:28:09Z","doi":"10.17619/UNIPB/1-1666","title":"Automating the Discovery of Linking Candidates","publication_status":"published","citation":{"apa":"Röder, M. (2023). <i>Automating the Discovery of Linking Candidates</i>. Paderborn University. <a href=\"https://doi.org/10.17619/UNIPB/1-1666\">https://doi.org/10.17619/UNIPB/1-1666</a>","short":"M. Röder, Automating the Discovery of Linking Candidates, Paderborn University, 2023.","bibtex":"@book{Röder_2023, title={Automating the Discovery of Linking Candidates}, DOI={<a href=\"https://doi.org/10.17619/UNIPB/1-1666\">10.17619/UNIPB/1-1666</a>}, publisher={Paderborn University}, author={Röder, Michael}, year={2023} }","mla":"Röder, Michael. <i>Automating the Discovery of Linking Candidates</i>. Paderborn University, 2023, doi:<a href=\"https://doi.org/10.17619/UNIPB/1-1666\">10.17619/UNIPB/1-1666</a>.","ama":"Röder M. <i>Automating the Discovery of Linking Candidates</i>. Paderborn University; 2023. doi:<a href=\"https://doi.org/10.17619/UNIPB/1-1666\">10.17619/UNIPB/1-1666</a>","ieee":"M. Röder, <i>Automating the Discovery of Linking Candidates</i>. Paderborn University, 2023.","chicago":"Röder, Michael. <i>Automating the Discovery of Linking Candidates</i>. Paderborn University, 2023. <a href=\"https://doi.org/10.17619/UNIPB/1-1666\">https://doi.org/10.17619/UNIPB/1-1666</a>."},"year":"2023","user_id":"67199","department":[{"_id":"574"},{"_id":"923"}],"_id":"54607","language":[{"iso":"eng"}],"keyword":["dice roeder"],"type":"dissertation","status":"public"},{"citation":{"ama":"KOUAGOU NJ, Heindorf S, Demir C, Ngonga Ngomo A-C. Neural Class Expression Synthesis (Extended Abstract). In: <i>NeSy 2023, 17th International Workshop on Neural-Symbolic Learning and Reasoning, Certosa Di Pontignano, Siena, Italy</i>. CEUR-WS; 2023.","chicago":"KOUAGOU, N’Dah Jean, Stefan Heindorf, Caglar Demir, and Axel-Cyrille Ngonga Ngomo. “Neural Class Expression Synthesis (Extended Abstract).” In <i>NeSy 2023, 17th International Workshop on Neural-Symbolic Learning and Reasoning, Certosa Di Pontignano, Siena, Italy</i>. CEUR-WS, 2023.","ieee":"N. J. KOUAGOU, S. Heindorf, C. Demir, and A.-C. Ngonga Ngomo, “Neural Class Expression Synthesis (Extended Abstract),” 2023.","apa":"KOUAGOU, N. J., Heindorf, S., Demir, C., &#38; Ngonga Ngomo, A.-C. (2023). Neural Class Expression Synthesis (Extended Abstract). <i>NeSy 2023, 17th International Workshop on Neural-Symbolic Learning and Reasoning, Certosa Di Pontignano, Siena, Italy</i>.","short":"N.J. KOUAGOU, S. Heindorf, C. Demir, A.-C. Ngonga Ngomo, in: NeSy 2023, 17th International Workshop on Neural-Symbolic Learning and Reasoning, Certosa Di Pontignano, Siena, Italy, CEUR-WS, 2023.","bibtex":"@inproceedings{KOUAGOU_Heindorf_Demir_Ngonga Ngomo_2023, title={Neural Class Expression Synthesis (Extended Abstract)}, booktitle={NeSy 2023, 17th International Workshop on Neural-Symbolic Learning and Reasoning, Certosa di Pontignano, Siena, Italy}, publisher={CEUR-WS}, 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 (Extended Abstract).” <i>NeSy 2023, 17th International Workshop on Neural-Symbolic Learning and Reasoning, Certosa Di Pontignano, Siena, Italy</i>, CEUR-WS, 2023."},"year":"2023","title":"Neural Class Expression Synthesis (Extended Abstract)","date_created":"2024-06-04T15:36:52Z","author":[{"last_name":"KOUAGOU","full_name":"KOUAGOU, N'Dah Jean","id":"87189","first_name":"N'Dah Jean"},{"last_name":"Heindorf","orcid":"0000-0002-4525-6865","full_name":"Heindorf, Stefan","id":"11871","first_name":"Stefan"},{"last_name":"Demir","full_name":"Demir, Caglar","id":"43817","first_name":"Caglar"},{"full_name":"Ngonga Ngomo, Axel-Cyrille","id":"65716","last_name":"Ngonga Ngomo","first_name":"Axel-Cyrille"}],"publisher":"CEUR-WS","date_updated":"2024-06-04T15:40:30Z","status":"public","publication":"NeSy 2023, 17th International Workshop on Neural-Symbolic Learning and Reasoning, Certosa di Pontignano, Siena, Italy","type":"conference","language":[{"iso":"eng"}],"keyword":["318 SFB-TRR demir dice enexa heindorf knowgraphs kouagou ngonga sail"],"department":[{"_id":"574"},{"_id":"760"}],"user_id":"67199","_id":"54612"},{"type":"conference","publication":"SEMANTiCS","status":"public","user_id":"67199","department":[{"_id":"574"}],"_id":"54608","language":[{"iso":"eng"}],"keyword":["dice kiam ngonga porque sherif zahera"],"citation":{"chicago":"Zahera, Hamada Mohamed Abdelsamee, Fedor Vitiugin, Mohamed Sherif, Carlos Castillo, and Axel-Cyrille Ngonga Ngomo. “Using Pre-Trained Language Models for Abstractive DBPEDIA Summarization: A Comparative Study.” In <i>SEMANTiCS</i>, 2023.","ieee":"H. M. A. Zahera, F. Vitiugin, M. Sherif, C. Castillo, and A.-C. Ngonga Ngomo, “Using Pre-trained Language Models for Abstractive DBPEDIA Summarization: A Comparative Study,” 2023.","ama":"Zahera HMA, Vitiugin F, Sherif M, Castillo C, Ngonga Ngomo A-C. Using Pre-trained Language Models for Abstractive DBPEDIA Summarization: A Comparative Study. In: <i>SEMANTiCS</i>. ; 2023.","bibtex":"@inproceedings{Zahera_Vitiugin_Sherif_Castillo_Ngonga Ngomo_2023, title={Using Pre-trained Language Models for Abstractive DBPEDIA Summarization: A Comparative Study}, booktitle={SEMANTiCS}, author={Zahera, Hamada Mohamed Abdelsamee and Vitiugin, Fedor and Sherif, Mohamed and Castillo, Carlos and Ngonga Ngomo, Axel-Cyrille}, year={2023} }","mla":"Zahera, Hamada Mohamed Abdelsamee, et al. “Using Pre-Trained Language Models for Abstractive DBPEDIA Summarization: A Comparative Study.” <i>SEMANTiCS</i>, 2023.","short":"H.M.A. Zahera, F. Vitiugin, M. Sherif, C. Castillo, A.-C. Ngonga Ngomo, in: SEMANTiCS, 2023.","apa":"Zahera, H. M. A., Vitiugin, F., Sherif, M., Castillo, C., &#38; Ngonga Ngomo, A.-C. (2023). Using Pre-trained Language Models for Abstractive DBPEDIA Summarization: A Comparative Study. <i>SEMANTiCS</i>."},"year":"2023","author":[{"first_name":"Hamada Mohamed Abdelsamee","full_name":"Zahera, Hamada Mohamed Abdelsamee","id":"72768","last_name":"Zahera","orcid":"0000-0003-0215-1278"},{"first_name":"Fedor","last_name":"Vitiugin","full_name":"Vitiugin, Fedor"},{"id":"67234","full_name":"Sherif, Mohamed","last_name":"Sherif","orcid":"https://orcid.org/0000-0002-9927-2203","first_name":"Mohamed"},{"last_name":"Castillo","full_name":"Castillo, Carlos","first_name":"Carlos"},{"first_name":"Axel-Cyrille","last_name":"Ngonga Ngomo","id":"65716","full_name":"Ngonga Ngomo, Axel-Cyrille"}],"date_created":"2024-06-04T15:30:21Z","date_updated":"2024-06-04T15:31:02Z","title":"Using Pre-trained Language Models for Abstractive DBPEDIA Summarization: A Comparative Study"},{"year":"2023","citation":{"chicago":"Wilke, Adrian, and Axel-Cyrille Ngonga Ngomo. “LauNuts: A Knowledge Graph to Identify and Compare Geographic Regions in the European Union.” In <i>The Semantic Web (ESWC 2023)</i>, 2023.","ieee":"A. Wilke and A.-C. Ngonga Ngomo, “LauNuts: A Knowledge Graph to identify and compare geographic regions in the European Union,” 2023.","short":"A. Wilke, A.-C. Ngonga Ngomo, in: The Semantic Web (ESWC 2023), 2023.","mla":"Wilke, Adrian, and Axel-Cyrille Ngonga Ngomo. “LauNuts: A Knowledge Graph to Identify and Compare Geographic Regions in the European Union.” <i>The Semantic Web (ESWC 2023)</i>, 2023.","bibtex":"@inproceedings{Wilke_Ngonga Ngomo_2023, title={LauNuts: A Knowledge Graph to identify and compare geographic regions in the European Union}, booktitle={The Semantic Web (ESWC 2023)}, author={Wilke, Adrian and Ngonga Ngomo, Axel-Cyrille}, year={2023} }","apa":"Wilke, A., &#38; Ngonga Ngomo, A.-C. (2023). LauNuts: A Knowledge Graph to identify and compare geographic regions in the European Union. <i>The Semantic Web (ESWC 2023)</i>.","ama":"Wilke A, Ngonga Ngomo A-C. LauNuts: A Knowledge Graph to identify and compare geographic regions in the European Union. In: <i>The Semantic Web (ESWC 2023)</i>. ; 2023."},"title":"LauNuts: A Knowledge Graph to identify and compare geographic regions in the European Union","date_updated":"2024-06-04T15:33:47Z","date_created":"2024-06-04T15:33:24Z","author":[{"full_name":"Wilke, Adrian","id":"9101","last_name":"Wilke","orcid":"0000-0002-6575-807X","first_name":"Adrian"},{"last_name":"Ngonga Ngomo","full_name":"Ngonga Ngomo, Axel-Cyrille","id":"65716","first_name":"Axel-Cyrille"}],"status":"public","publication":"The Semantic Web (ESWC 2023)","type":"conference","keyword":["dice eml4u ngonga opal wilke"],"language":[{"iso":"eng"}],"_id":"54610","department":[{"_id":"574"}],"user_id":"67199"},{"status":"public","publication":"SEMANTiCS","type":"conference","keyword":["bigerl dice enexa karalis knowgraphs ngonga sail"],"language":[{"iso":"eng"}],"_id":"54611","department":[{"_id":"574"}],"user_id":"67199","year":"2023","citation":{"ieee":"N. Karalis, A. Bigerl, and A.-C. Ngonga Ngomo, “Native Execution of GraphQL Queries over RDF Graphs Using Multi-way Joins,” 2023.","chicago":"Karalis, Nikolaos, Alexander Bigerl, and Axel-Cyrille Ngonga Ngomo. “Native Execution of GraphQL Queries over RDF Graphs Using Multi-Way Joins.” In <i>SEMANTiCS</i>, 2023.","ama":"Karalis N, Bigerl A, Ngonga Ngomo A-C. Native Execution of GraphQL Queries over RDF Graphs Using Multi-way Joins. In: <i>SEMANTiCS</i>. ; 2023.","mla":"Karalis, Nikolaos, et al. “Native Execution of GraphQL Queries over RDF Graphs Using Multi-Way Joins.” <i>SEMANTiCS</i>, 2023.","bibtex":"@inproceedings{Karalis_Bigerl_Ngonga Ngomo_2023, title={Native Execution of GraphQL Queries over RDF Graphs Using Multi-way Joins}, booktitle={SEMANTiCS}, author={Karalis, Nikolaos and Bigerl, Alexander and Ngonga Ngomo, Axel-Cyrille}, year={2023} }","short":"N. Karalis, A. Bigerl, A.-C. Ngonga Ngomo, in: SEMANTiCS, 2023.","apa":"Karalis, N., Bigerl, A., &#38; Ngonga Ngomo, A.-C. (2023). Native Execution of GraphQL Queries over RDF Graphs Using Multi-way Joins. <i>SEMANTiCS</i>."},"title":"Native Execution of GraphQL Queries over RDF Graphs Using Multi-way Joins","date_updated":"2024-06-04T15:35:59Z","author":[{"first_name":"Nikolaos","last_name":"Karalis","full_name":"Karalis, Nikolaos"},{"full_name":"Bigerl, Alexander","id":"72857","last_name":"Bigerl","first_name":"Alexander"},{"last_name":"Ngonga Ngomo","id":"65716","full_name":"Ngonga Ngomo, Axel-Cyrille","first_name":"Axel-Cyrille"}],"date_created":"2024-06-04T15:35:24Z"},{"department":[{"_id":"574"}],"user_id":"99353","_id":"54577","language":[{"iso":"eng"}],"publication":"ACM Transactions on Computational Logic","type":"journal_article","status":"public","abstract":[{"text":"<jats:p>Argumentation is a well-established formalism dealing with conflicting information by generating and comparing arguments. It has been playing a major role in AI for decades. In logic-based argumentation, we explore the internal structure of an argument. Informally, a set of formulas is the support for a given claim if it is consistent, subset-minimal, and implies the claim. In such a case, the pair of the support and the claim together is called an argument. In this article, we study the propositional variants of the following three computational tasks studied in argumentation: ARG (exists a support for a given claim with respect to a given set of formulas), ARG-Check (is a given set a support for a given claim), and ARG-Rel (similarly as ARG plus requiring an additionally given formula to be contained in the support). ARG-Check is complete for the complexity class DP, and the other two problems are known to be complete for the second level of the polynomial hierarchy (Creignou et al. 2014 and Parson et al., 2003) and, accordingly, are highly intractable. Analyzing the reason for this intractability, we perform a two-dimensional classification: First, we consider all possible propositional fragments of the problem within Schaefer’s framework (STOC 1978) and then study different parameterizations for each of the fragments. We identify a list of reasonable structural parameters (size of the claim, support, knowledge base) that are connected to the aforementioned decision problems. Eventually, we thoroughly draw a fine border of parameterized intractability for each of the problems showing where the problems are fixed-parameter tractable and when this exactly stops. Surprisingly, several cases are of very high intractability (para-NP and beyond).</jats:p>","lang":"eng"}],"volume":24,"author":[{"last_name":"Mahmood","id":"99353","full_name":"Mahmood, Yasir","first_name":"Yasir"},{"first_name":"Arne","last_name":"Meier","full_name":"Meier, Arne"},{"first_name":"Johannes","last_name":"Schmidt","full_name":"Schmidt, Johannes"}],"date_created":"2024-06-04T09:58:17Z","date_updated":"2024-06-04T15:52:54Z","publisher":"Association for Computing Machinery (ACM)","doi":"10.1145/3582499","title":"Parameterized Complexity of Logic-based Argumentation in Schaefer’s Framework","issue":"3","publication_identifier":{"issn":["1529-3785","1557-945X"]},"publication_status":"published","page":"1-25","intvolume":"        24","citation":{"ama":"Mahmood Y, Meier A, Schmidt J. Parameterized Complexity of Logic-based Argumentation in Schaefer’s Framework. <i>ACM Transactions on Computational Logic</i>. 2023;24(3):1-25. doi:<a href=\"https://doi.org/10.1145/3582499\">10.1145/3582499</a>","chicago":"Mahmood, Yasir, Arne Meier, and Johannes Schmidt. “Parameterized Complexity of Logic-Based Argumentation in Schaefer’s Framework.” <i>ACM Transactions on Computational Logic</i> 24, no. 3 (2023): 1–25. <a href=\"https://doi.org/10.1145/3582499\">https://doi.org/10.1145/3582499</a>.","ieee":"Y. Mahmood, A. Meier, and J. Schmidt, “Parameterized Complexity of Logic-based Argumentation in Schaefer’s Framework,” <i>ACM Transactions on Computational Logic</i>, vol. 24, no. 3, pp. 1–25, 2023, doi: <a href=\"https://doi.org/10.1145/3582499\">10.1145/3582499</a>.","apa":"Mahmood, Y., Meier, A., &#38; Schmidt, J. (2023). Parameterized Complexity of Logic-based Argumentation in Schaefer’s Framework. <i>ACM Transactions on Computational Logic</i>, <i>24</i>(3), 1–25. <a href=\"https://doi.org/10.1145/3582499\">https://doi.org/10.1145/3582499</a>","bibtex":"@article{Mahmood_Meier_Schmidt_2023, title={Parameterized Complexity of Logic-based Argumentation in Schaefer’s Framework}, volume={24}, DOI={<a href=\"https://doi.org/10.1145/3582499\">10.1145/3582499</a>}, number={3}, journal={ACM Transactions on Computational Logic}, publisher={Association for Computing Machinery (ACM)}, author={Mahmood, Yasir and Meier, Arne and Schmidt, Johannes}, year={2023}, pages={1–25} }","short":"Y. Mahmood, A. Meier, J. Schmidt, ACM Transactions on Computational Logic 24 (2023) 1–25.","mla":"Mahmood, Yasir, et al. “Parameterized Complexity of Logic-Based Argumentation in Schaefer’s Framework.” <i>ACM Transactions on Computational Logic</i>, vol. 24, no. 3, Association for Computing Machinery (ACM), 2023, pp. 1–25, doi:<a href=\"https://doi.org/10.1145/3582499\">10.1145/3582499</a>."},"year":"2023"},{"publication":"Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence","type":"conference","abstract":[{"lang":"eng","text":"<jats:p>Argumentation is a well-established formalism for nonmonotonic reasoning and a vibrant area of research in AI. Claim-augmented argumentation frameworks (CAFs) have been introduced to deploy a conclusion-oriented perspective. CAFs expand argumentation frameworks by an additional step which involves retaining claims for an accepted set of arguments. We introduce a novel concept of a justification status for claims, a quantitative measure of extensions supporting a particular claim. The well-studied problems of credulous and skeptical reasoning can then be seen as simply the two endpoints of the spectrum when considered as a justification level of a claim. Furthermore, we explore the parameterized complexity of various reasoning problems for CAFs, including the quantitative reasoning for claim assertions. We begin by presenting a suitable graph representation that includes arguments and their associated claims. Our analysis includes the parameter treewidth, and we present decomposition-guided reductions between reasoning problems in CAF and the validity problem for QBF.</jats:p>"}],"status":"public","_id":"54578","department":[{"_id":"574"}],"user_id":"99353","language":[{"iso":"eng"}],"publication_status":"published","year":"2023","citation":{"short":"J.K. Fichte, M. Hecher, Y. Mahmood, A. Meier, in: Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence, International Joint Conferences on Artificial Intelligence Organization, 2023.","bibtex":"@inproceedings{Fichte_Hecher_Mahmood_Meier_2023, title={Quantitative Reasoning and Structural Complexity for Claim-Centric Argumentation}, DOI={<a href=\"https://doi.org/10.24963/ijcai.2023/358\">10.24963/ijcai.2023/358</a>}, booktitle={Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence}, publisher={International Joint Conferences on Artificial Intelligence Organization}, author={Fichte, Johannes K. and Hecher, Markus and Mahmood, Yasir and Meier, Arne}, year={2023} }","mla":"Fichte, Johannes K., et al. “Quantitative Reasoning and Structural Complexity for Claim-Centric Argumentation.” <i>Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence</i>, International Joint Conferences on Artificial Intelligence Organization, 2023, doi:<a href=\"https://doi.org/10.24963/ijcai.2023/358\">10.24963/ijcai.2023/358</a>.","apa":"Fichte, J. 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International Joint Conferences on Artificial Intelligence Organization, 2023. <a href=\"https://doi.org/10.24963/ijcai.2023/358\">https://doi.org/10.24963/ijcai.2023/358</a>."},"publisher":"International Joint Conferences on Artificial Intelligence Organization","date_updated":"2024-06-04T15:53:02Z","author":[{"first_name":"Johannes K.","full_name":"Fichte, Johannes K.","last_name":"Fichte"},{"first_name":"Markus","full_name":"Hecher, Markus","last_name":"Hecher"},{"first_name":"Yasir","last_name":"Mahmood","full_name":"Mahmood, Yasir","id":"99353"},{"first_name":"Arne","last_name":"Meier","full_name":"Meier, Arne"}],"date_created":"2024-06-04T09:59:01Z","title":"Quantitative Reasoning and Structural Complexity for Claim-Centric Argumentation","doi":"10.24963/ijcai.2023/358"},{"doi":"10.1007/978-3-031-39784-4_17","title":"Parameterized Complexity of Propositional Inclusion and Independence Logic","date_created":"2024-06-04T09:59:47Z","author":[{"first_name":"Yasir","id":"99353","full_name":"Mahmood, Yasir","last_name":"Mahmood"},{"last_name":"Virtema","full_name":"Virtema, Jonni","first_name":"Jonni"}],"date_updated":"2024-06-04T15:52:48Z","publisher":"Springer Nature Switzerland","citation":{"apa":"Mahmood, Y., &#38; Virtema, J. 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M., Hüllermeier, E., Mohr, F., Ngonga Ngomo, A.-C., Sherif, M., Tornede, A., &#38; Wever, M. D. (2023). Configuration and Evaluation. In C.-J. Haake, F. Meyer auf der Heide, M. Platzner, H. Wachsmuth, &#38; H. Wehrheim (Eds.), <i>On-The-Fly Computing – Individualized IT-services in dynamic markets</i> (Vol. 412, pp. 85–104). 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