LEADER 04993nam 22007455 450 001 9910874688403321 005 20240909113735.0 010 $a3-031-63536-1 024 7 $a10.1007/978-3-031-63536-6 035 $a(CKB)33133178400041 035 $a(MiAaPQ)EBC31554444 035 $a(Au-PeEL)EBL31554444 035 $a(DE-He213)978-3-031-63536-6 035 $a(EXLCZ)9933133178400041 100 $a20240716d2024 u| 0 101 0 $aeng 135 $aur||||||||||| 181 $ctxt$2rdacontent 182 $cc$2rdamedia 183 $acr$2rdacarrier 200 10$aRobust Argumentation Machines $eFirst International Conference, RATIO 2024, Bielefeld, Germany, June 5?7, 2024, Proceedings /$fedited by Philipp Cimiano, Anette Frank, Michael Kohlhase, Benno Stein 205 $a1st ed. 2024. 210 1$aCham :$cSpringer Nature Switzerland :$cImprint: Springer,$d2024. 215 $a1 online resource (379 pages) 225 1 $aLecture Notes in Artificial Intelligence,$x2945-9141 ;$v14638 311 $a3-031-63535-3 327 $aArgument Mining -- Natural language hypotheses in scientific papers and how to tame them: Suggested steps for formalizing complex scientific claims -- Weakly Supervised Claim Localization in Scientific Abstracts -- Argument Mining of Attack and Support Patterns in Dialogical Conversations with Sequential Pattern Mining -- Cluster-Specific Rule Mining for Argumentation-Based Classification -- Debate Analysis and Deliberation -- Automatic Analysis of Political Debates and Manifestos: Successes and Challenges -- PAKT: Perspectivized Argumentation Knowledge Graph and Tool for Deliberation Analysis -- PolArg: Unsupervised Polarity Prediction of Arguments in Real-Time Online Conversations -- Argument Acquisition, Annotation and Quality -- Assessment Are Large Language Models Reliable Argument Quality Annotators -- The Impact of Argument Arrangement on Essay Scoring -- Finding Argument Fragments on Social Media with Corpus Queries and LLMs -- Computational Models of Argumentation -- Enhancing Abstract Argumentation Solvers with Machine Learning-Guided Heuristics: A Feasibility Study -- Ranking Transition-based Medical Recommendations using Assumption-based Argumentation -- Argumentation-based Probabilistic Causal Reasoning -- From Networks to Narratives: Bayes Nets and the problems of argumentation -- Enhancing Argument Generation using Bayesian Networks -- ?Do not disturb my circles!? Identifying the Type of Counterfactual at Hand -- Interactive Argumentation, Recommendation and Personalization -- BEA: Building Engaging Argumentation -- Deciphering Personal Argument Styles ? A Comprehensive Approach to Analyzing Linguistic Properties of Argument Preferences -- Argument Search and Retrieval -- Extending the Comparative Argumentative Machine: Multilingualism and Stance Detection -- Objective Argument Summarization in Search -- ArgServices: A Microservice-Based Architecture for Argumentation Machines. 330 $aThis open access book constitutes the proceedings of the First International Conference on Robust Argumentation Machines, RATIO 2024, which took place in Bielefeld, Germany, during June 5-7, 2024. The 20 full papers and 1 short paper included in the proceedings were carefully reviewed and selected from 24 submissions. They were organized in topical sections as follows: Argument Mining; Debate Analysis and Deliberation; Argument Acquisition, Annotation and Quality Assessment; Computational Models of Argumentation; Interactive Argumentation, Recommendation and Personalization; and Argument Search and Retrieval. . 410 0$aLecture Notes in Artificial Intelligence,$x2945-9141 ;$v14638 606 $aArtificial intelligence 606 $aComputer science 606 $aLogic programming 606 $aMathematical logic 606 $aMachine theory 606 $aSoftware engineering 606 $aArtificial Intelligence 606 $aTheory of Computation 606 $aLogic in AI 606 $aMathematical Logic and Foundations 606 $aFormal Languages and Automata Theory 606 $aSoftware Engineering 615 0$aArtificial intelligence. 615 0$aComputer science. 615 0$aLogic programming. 615 0$aMathematical logic. 615 0$aMachine theory. 615 0$aSoftware engineering. 615 14$aArtificial Intelligence. 615 24$aTheory of Computation. 615 24$aLogic in AI. 615 24$aMathematical Logic and Foundations. 615 24$aFormal Languages and Automata Theory. 615 24$aSoftware Engineering. 676 $a006.3 700 $aCimiano$b Philipp$0877844 701 $aFrank$b Anette$01749566 701 $aKohlhase$b Michael$0508819 701 $aStein$b Benno$01749567 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 906 $aBOOK 912 $a9910874688403321 996 $aRobust Argumentation Machines$94183836 997 $aUNINA