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  1. The Nature and Value of Vagueness in the Law.Hrafn Ásgeirsson - 2020 - Oxford: Hart Publishing.
    Sample chapter from H. Asgeirsson, The Nature and Value of Vagueness in the Law (Hart Publishing, 2020), in which I present and partially defend a version of what has come to be called the communicative-content theory of law. Book abstract: Lawmaking is – paradigmatically – a type of speech act: people make law by saying things. It is natural to think, therefore, that the content of the law is determined by what lawmakers communicate. However, what they communicate is sometimes vague (...)
  • Taking rights seriously.Ronald Dworkin (ed.) - 1977 - London: Duckworth.
    This is the first publication of these ideas in book form. 'It is a rare treat--important, original philosophy that is also a pleasure to read.
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  • General theory of law and state.Hans Kelsen - 1945 - Union, N.J.: Lawbook Exchange. Edited by Hans Kelsen.
    Reprinted 1999 by The Lawbook Exchange, Ltd. LCCN 98-32334. ISBN 1-886363-74-9. Cloth. $95. * Reprint of the first edition.
  • An Introduction to Reasoning.Stephen Toulmin, Richard D. Rieke & Allan Janik - 1979 - New York and London: Macmillan.
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  • Logical Tools for Modelling Legal Argument: A Study of Defeasible Reasoning in Law.Henry Prakken - 1993 - Dordrecht, Netherland: Springer.
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  • The idea of justice and the problem of argument.Chaim Perelman - 1963 - New York,: Humanities Press.
    This book comprises a series of studies devoted to an analytic examination of reasoning in the field of conduct. The first is analysis of the idea of justice undertaken in a spirit of positivism; the series continues in a different vein necessitated by compelling obligation the author found himself under to work out a logic of value judgments. This logic is in fact the Rhetoric and Topics of antiquity: the author's "Traité de l' Argumentation gave this new life, and the (...)
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  • Schemes, Critical Questions, and Complete Argument Evaluation.Shiyang Yu & Frank Zenker - 2020 - Argumentation 34 (4):469-498.
    According to the argument scheme approach, to evaluate a given scheme-saturating instance completely does entail asking all critical questions relevant to it. Although this is a central task for argumentation theorists, the field currently lacks a method for providing a complete argument evaluation. Approaching this task at the meta-level, we combine a logical with a substantive approach to the argument schemes by starting from Toulmin’s schema: ‘data, warrant, so claim’. For the yet more general schema: ‘premise; if premise, then conclusion; (...)
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  • Legal Facts in Argumentation-Based Litigation Games.Minghui Xiong & Frank Zenker - 2017 - Argumentation 32 (2):197-211.
    This paper analyzes legal fact-argumentation in the framework of the argumentation-based litigation game by Xiong :16–19, 2012). Rather than as an ontological one, an ALG treats a legal fact as a fact-qua-claim whose acceptability depends on the reasons supporting it. In constructing their facts-qua-claims, parties to an ALG must interact to maintain a game-theoretic equilibrium. We compare the general interactional constraints that the civil and common law systems assign, and detail what the civil, administrative, and criminal codes of mainland China (...)
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  • The Uses of Argument.Frederick L. Will & Stephen Toulmin - 1960 - Philosophical Review 69 (3):399.
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  • Padua: A protocol for argumentation dialogue using association rules. [REVIEW]Maya Wardeh, Trevor Bench-Capon & Frans Coenen - 2009 - Artificial Intelligence and Law 17 (3):183-215.
    We describe PADUA, a protocol designed to support two agents debating a classification by offering arguments based on association rules mined from individual datasets. We motivate the style of argumentation supported by PADUA, and describe the protocol. We discuss the strategies and tactics that can be employed by agents participating in a PADUA dialogue. PADUA is applied to a typical problem in the classification of routine claims for a hypothetical welfare benefit. We particularly address the problems that arise from the (...)
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  • When expert opinion evidence goes wrong.Douglas Walton - 2019 - Artificial Intelligence and Law 27 (4):369-401.
    This paper combines three computational argumentation systems to model the sequence of argumentation in a famous murder trial and the appeal procedure that followed. The paper shows how the argumentation scheme for argument from expert opinion can be built into a testing procedure whereby an argument graph is used to interpret, analyze and evaluate evidence-based natural language argumentation of the kind found in a trial. It is shown how a computational argumentation system can do this by combining argument schemes with (...)
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  • Similarity, precedent and argument from analogy.Douglas Walton - 2010 - Artificial Intelligence and Law 18 (3):217-246.
    In this paper, it is shown (1) that there are two schemes for argument from analogy that seem to be competitors but are not, (2) how one of them is based on a distinctive type of similarity premise, (3) how to analyze the notion of similarity using story schemes illustrated by some cases, (4) how arguments from precedent are based on arguments from analogy, and in many instances arguments from classification, and (5) that when similarity is defined by means of (...)
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  • Is there a burden of questioning?Douglas Walton - 2003 - Artificial Intelligence and Law 11 (1):1-43.
    In some recent cases in Anglo-American law juries ruled contrary to an expert's testimony even though that testimony was never challenged, contradicted or questioned in the trial. These cases are shown to raise some theoretical questions about formal dialogue systems in computational dialectical systems for legal argumentation of the kind recently surveyed by Bench-Capon (1997) and Hage (2000) in this journal. In such systems, there is a burden of proof, meaning that if the respondent questions an argument, the proponent is (...)
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  • Argument from analogy in legal rhetoric.Douglas Walton - 2013 - Artificial Intelligence and Law 21 (3):279-302.
    This paper applies recent work on scripts and stories developed as tools of evidential reasoning in artificial intelligence to model the use of argument from analogy as a rhetorical device of persuasion. The example studied is Gerry Spence’s closing argument in the case of Silkwood v. Kerr-McGee Corporation, said to be the most persuasive closing argument ever used in an American trial. It is shown using this example how argument from analogy is based on a similarity premise where similarity between (...)
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  • Abstract argumentation systems.Gerard A. W. Vreeswijk - 1997 - Artificial Intelligence 90 (1-2):225-279.
  • Evaluating Arguments Based on Toulmin’s Scheme.Bart Verheij - 2005 - Argumentation 19 (3):347-371.
    Toulmin’s scheme for the layout of arguments (1958, The Uses of Argument, Cambridge University Press, Cambridge) represents an influential tool for the analysis of arguments. The scheme enriches the traditional premises-conclusion model of arguments by distinguishing additional elements, like warrant, backing and rebuttal. The present paper contains a formal elaboration of Toulmin’s scheme, and extends it with a treatment of the formal evaluation of Toulmin-style arguments, which Toulmin did not discuss at all. Arguments are evaluated in terms of a so-called (...)
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  • Dialectical argumentation with argumentation schemes: An approach to legal logic. [REVIEW]Bart Verheij - 2003 - Artificial Intelligence and Law 11 (2-3):167-195.
    This paper describes an approach to legal logic based on the formal analysis of argumentation schemes. Argumentation schemes a notion borrowed from the .eld of argumentation theory - are a kind of generalized rules of inference, in the sense that they express that given certain premises a particular conclusion can be drawn. However, argumentation schemes need not concern strict, abstract, necessarily valid patterns of reasoning, but can be defeasible, concrete and contingently valid, i.e., valid in certain contexts or under certain (...)
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  • The burden of criticism.Jan van Laar & Erik C. W. Krabbe - 2013 - Argumentation 27 (2):201-224.
    Some critical reactions hardly give clues to the arguer as to how to respond to them convinc-ingly. Other critical reactions convey some or even all of the considerations that make the critic critical of the arguer’s position and direct the arguer to defuse or to at least contend with them. First, an explication of the notion of a critical reaction will be provided, zooming in on the degree of ‘directiveness’ that a critical reaction displays. Second, it will be examined whether (...)
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  • The Burden of Criticism: Consequences of Taking a Critical Stance.Jan Albert van Laar & Erik C. W. Krabbe - 2013 - Argumentation 27 (2):201-224.
    Some critical reactions hardly give clues to the arguer as to how to respond to them convincingly. Other critical reactions convey some or even all of the considerations that make the critic critical of the arguer’s position and direct the arguer to defuse or to at least contend with them. First, an explication of the notion of a critical reaction will be provided, zooming in on the degree of “directiveness” that a critical reaction displays. Second, it will be examined whether (...)
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  • Arguments and cases: An inevitable intertwining. [REVIEW]David B. Skalak & Edwina L. Rissland - 1992 - Artificial Intelligence and Law 1 (1):3-44.
    We discuss several aspects of legal arguments, primarily arguments about the meaning of statutes. First, we discuss how the requirements of argument guide the specification and selection of supporting cases and how an existing case base influences argument formation. Second, we present,our evolving taxonomy of patterns of actual legal argument. This taxonomy builds upon our much earlier work on argument moves and also on our more recent analysis of how cases are used to support arguments for the interpretation of legal (...)
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  • The authority of law: essays on law and morality.Joseph Raz - 1979 - New York: Oxford University Press.
    Legitimate authority -- The claims of law -- Legal positivism and the sources of law -- Legal reasons, sources, and gaps -- The identity of legal systems -- The institutional nature of law -- Kelsen's theory of the basic norm -- Legal validity -- The functions of law -- Law and value in adjudication -- The rule of law and its virtue -- The obligation to obey the law -- Respect for law -- A right to dissent? : civil disobedience (...)
  • Authority, Law and Morality.Joseph Raz - 1985 - The Monist 68 (3):295-324.
    H. L. A. Hart is heir and torch-bearer of a great tradition in the philosophy of law which is realist and unromantic in outlook. It regards the existence and content of the law as a matter of social fact whose connection with moral or any other values is contingent and precarious. His analysis of the concept of law is part of the enterprise of demythologising the law, of instilling rational critical attitudes to it. Right from his inaugural lecture in Oxford (...)
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  • AI & Law, Logic and Argument Schemes.Henry Prakken - 2005 - Argumentation 19 (3):303-320.
    This paper reviews the history of AI & Law research from the perspective of argument schemes. It starts with the observation that logic, although very well applicable to legal reasoning when there is uncertainty, vagueness and disagreement, is too abstract to give a fully satisfactory classification of legal argument types. It therefore needs to be supplemented with an argument-scheme approach, which classifies arguments not according to their logical form but according to their content, in particular, according to the roles that (...)
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  • A dialectical model of assessing conflicting arguments in legal reasoning.H. Prakken & G. Sartor - 1996 - Artificial Intelligence and Law 4 (3-4):331-368.
    Inspired by legal reasoning, this paper presents a formal framework for assessing conflicting arguments. Its use is illustrated with applications to realistic legal examples, and the potential for implementation is discussed. The framework has the form of a logical system for defeasible argumentation. Its language, which is of a logic-programming-like nature, has both weak and explicit negation, and conflicts between arguments are decided with the help of priorities on the rules. An important feature of the system is that these priorities (...)
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  • Defeasible Reasoning.John L. Pollock - 1987 - Cognitive Science 11 (4):481-518.
    There was a long tradition in philosophy according to which good reasoning had to be deductively valid. However, that tradition began to be questioned in the 1960’s, and is now thoroughly discredited. What caused its downfall was the recognition that many familiar kinds of reasoning are not deductively valid, but clearly confer justification on their conclusions. Here are some simple examples.
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  • On Law and Reason.Aleksander Peczenik - 1989 - Dordrecht, Netherland: Springer Verlag.
    a This is an outline of a coherence theory of law. Its basic ideas are: reasonable support and weighing of reasons. All the rest is commentary.a (TM) These words at the beginning of the preface of this book perfectly indicate what On Law and Reason is about. It is a theory about the nature of the law which emphasises the role of reason in the law and which refuses to limit the role of reason to the application of deductive logic. (...)
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  • The Various Relations between Law and Morality in Contemporary Legal Philosophy.Michael S. Moore - 2012 - Ratio Juris 25 (4):435-471.
    This paper is intended to be a summary of the author's views on the relationship between law and morality worked out over the past three decades in jurisprudence. The paper preliminarily clarifies the matter by isolating some lines of cleavage separating different questions askable about this relationship. With this done, the author argues for two theses. One, that judges are obligated to use morality in their decisions in particular cases; and two, that the morality judges are obligated to use in (...)
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  • Procedural Justice: Allocating to Individuals.Michael A. Menlowe & Michael D. Bayles - 1993 - Philosophical Quarterly 43 (171):268.
  • The Authority of Law: Essays on Law and Morality.David Lyons & Joseph Raz - 1982 - Philosophical Review 91 (3):461.
  • The Burden of Criticism: Consequences of Taking a Critical Stance.Jan Albert Laar & Erik C. W. Krabbe - 2013 - Argumentation 27 (2):201-224.
    Some critical reactions hardly give clues to the arguer as to how to respond to them convincingly. Other critical reactions convey some or even all of the considerations that make the critic critical of the arguer’s position and direct the arguer to defuse or to at least contend with them. First, an explication of the notion of a critical reaction will be provided, zooming in on the degree of “directiveness” that a critical reaction displays. Second, it will be examined whether (...)
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  • The Ways of Criticism.Erik C. W. Krabbe & Jan Albert van Laar - 2011 - Argumentation 25 (2):199-227.
    This paper attempts to systematically characterize critical reactions in argumentative discourse, such as objections, critical questions, rebuttals, refutations, counterarguments, and fallacy charges, in order to contribute to the dialogical approach to argumentation. We shall make use of four parameters to characterize distinct types of critical reaction. First, a critical reaction has a focus, for example on the standpoint, or on another part of an argument. Second, critical reactions appeal to some kind of norm, argumentative or other. Third, they each have (...)
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  • Analogy argumentation in law: A dialectical perspective. [REVIEW]Harm Kloosterhuis - 2000 - Artificial Intelligence and Law 8 (2-3):173-187.
    In this paper I investigate the similarities betweenthe dialectical procedure in the pragma-dialecticaltheory and dialectical procedures in AI and Law. I dothis by focusing on one specific type of reasoning inlaw: analogy argumentation. I will argue that analogyargumentation is not only a heuristic forfinding new premises, but also a part of thejustification of legal decisions. The relevantcriteria for the evaluation of analogy argumentationare not to be found at the logical level of inference,but at the procedural level of the discussion. I (...)
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  • Good Reasoning on the Toulmin Model.David Hitchcock - 2005 - Argumentation 19 (3):373-391.
    Some solo verbal reasoning serves the function of arriving at a correct answer to a question from information at the reasoner’s disposal. Such reasoning is good if and only if its grounds are justified and adequate, its warrant is justified, and the reasoner is justified in assuming that no defeaters apply. I distinguish seven sources of justified grounds and state the conditions under which each source is trustworthy. Adequate grounds include all good relevant information practically obtainable by the reasoner. The (...)
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  • Hard cases: A procedural approach. [REVIEW]Jaap C. Hage, Ronald Leenes & Arno R. Lodder - 1993 - Artificial Intelligence and Law 2 (2):113-167.
    Much work on legal knowledge systems treats legal reasoning as arguments that lead from a description of the law and the facts of a case, to the legal conclusion for the case. The reasoning steps of the inference engine parallel the logical steps by means of which the legal conclusion is derived from the factual and legal premises. In short, the relation between the input and the output of a legal inference engine is a logical one. The truth of the (...)
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  • A theory of legal reasoning and a logic to match.Jaap Hage - 1996 - Artificial Intelligence and Law 4 (3-4):199-273.
    This paper describes a model of legal reasoning and a logic for reasoning with rules, principles and goals that is especially suited to this model of legal reasoning. The paper consists of three parts. The first part describes a model of legal reasoning based on a two-layered view of the law. The first layer consists of principles and goals that express fundamental ideas of a legal system. The second layer contains legal rules which in a sense summarise the outcome of (...)
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  • The pleadings game.Thomas F. Gordon - 1993 - Artificial Intelligence and Law 2 (4):239-292.
    The Pleadings Game is a normative formalization and computational model of civil pleading, founded in Roberty Alexy''s discourse theory of legal argumentation. The consequences of arguments and counterarguments are modelled using Geffner and Pearl''s nonmonotonic logic,conditional entailment. Discourse in focussed using the concepts of issue and relevance. Conflicts between arguments can be resolved by arguing about the validity and priority of rules, at any level. The computational model is fully implemented and has been tested using examples from Article Nine of (...)
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  • Legitimation Inferences: An Additional Component for the Toulmin Model.G. Thomas Goodnight - 1993 - Informal Logic 15 (1).
    This paper argues that the choice of backing to certify the authority of a warrant requires a legitimation inference. When brought into question, such an inference becomes a claim defended by showing sound reasons for the selection of backing pertinent to a shared context. Legitimation controversies ensue when an attributed consensus meets objection. It is argued that attention to legitimation controversies renders the Toulmin model a more useful critical paradigm for investigating the development and risks of communicative reasoning in a (...)
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  • Dialectical situations and argument analysis.James B. Freeman - 1985 - Informal Logic 7 (2).
    Dialectical Situations and Argument Analysis.
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  • A model of argumentation and its application to legal reasoning.Kathleen Freeman & Arthur M. Farley - 1996 - Artificial Intelligence and Law 4 (3-4):163-197.
    We present a computational model of dialectical argumentation that could serve as a basis for legal reasoning. The legal domain is an instance of a domain in which knowledge is incomplete, uncertain, and inconsistent. Argumentation is well suited for reasoning in such weak theory domains. We model argument both as information structure, i.e., argument units connecting claims with supporting data, and as dialectical process, i.e., an alternating series of moves by opposing sides. Our model includes burden of proof as a (...)
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  • An abstract, argumentation-theoretic approach to default reasoning.A. Bondarenko, P. M. Dung, R. A. Kowalski & F. Toni - 1997 - Artificial Intelligence 93 (1-2):63-101.
  • Did he jump or was he pushed?: Abductive practical reasoning.Floris Bex, Trevor Bench-Capon & Katie Atkinson - 2009 - Artificial Intelligence and Law 17 (2):79-99.
    In this paper, we present a particular role for abductive reasoning in law by applying it in the context of an argumentation scheme for practical reasoning. We present a particular scheme, based on an established scheme for practical reasoning, that can be used to reason abductively about how an agent might have acted to reach a particular scenario, and the motivations for doing so. Plausibility here depends on a satisfactory explanation of why this particular agent followed these motivations in the (...)
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  • The missing link revisited: The role of teleology in representing legal argument. [REVIEW]T. J. M. Bench-Capon - 2002 - Artificial Intelligence and Law 10 (1-3):79-94.
    In this paper I recapitulate the ideas of Berman and Hafner (1993) regarding the role of teleology in legal argument. I show how these ideas can be used to address some issues arising from more recent work on legal argument, and how this relates to ideas associated with the New Rhetoric of Perelman. I illustrate the points with a discussion of the classic problem of which vehicles should be allowed in parks.
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  • Norms and value based reasoning: justifying compliance and violation.Trevor Bench-Capon & Sanjay Modgil - 2017 - Artificial Intelligence and Law 25 (1):29-64.
    There is an increasing need for norms to be embedded in technology as the widespread deployment of applications such as autonomous driving, warfare and big data analysis for crime fighting and counter-terrorism becomes ever closer. Current approaches to norms in multi-agent systems tend either to simply make prohibited actions unavailable, or to provide a set of rules which the agent is obliged to follow, either as part of its design or to avoid sanctions and punishments. In this paper we argue (...)
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  • HYPO's legacy: introduction to the virtual special issue.T. J. M. Bench-Capon - 2017 - Artificial Intelligence and Law 25 (2):205-250.
    This paper is an introduction to a virtual special issue of AI and Law exploring the legacy of the influential HYPO system of Rissland and Ashley. The papers included are: Arguments and cases: An inevitable intertwining, BankXX: Supporting legal arguments through heuristic retrieval, Modelling reasoning with precedents in a formal dialogue Game, A note on dimensions and factors, An empirical investigation of reasoning with legal cases through theory construction and application, Automatically classifying case texts and predicting outcomes, A factor-based definition (...)
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  • Argument in artificial intelligence and law.Trevor Bench-Capon - 1997 - Artificial Intelligence and Law 5 (4):249-261.
    In this paper I shall discuss the notion of argument, and the importanceof argument in AI and Law. I shall distinguish four areas where argument hasbeen applied: in modelling legal reasoning based on cases; in thepresentation and explanation of results from a rule based legal informationsystem; in the resolution of normative conflict and problems ofnon-monotonicity; and as a basis for dialogue games to support the modellingof the process of argument. The study of argument is held to offer prospectsof real progress (...)
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  • Legal proof and fact finders' beliefs.Jordi Ferrer Beltrán - 2006 - Legal Theory 12 (4):293-314.
    In procedural-law scholarship as well as in the theoretical analysis of the notion of proof as a result of the joint assessment of all items of evidence introduced in a trial, reference is frequently made to notions such as the conviction, belief, or certainty of a judge or a jury member about what happened. All these notions underscore the mental states involved in the process of determining the facts on the part of a judge or a jury. In this analysis, (...)
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  • Did he jump or was he pushed?: Abductive practical reasoning.Katie Atkinson - 2009 - Artificial Intelligence and Law 17 (2):79-99.
    In this paper, we present a particular role for abductive reasoning in law by applying it in the context of an argumentation scheme for practical reasoning. We present a particular scheme, based on an established scheme for practical reasoning, that can be used to reason abductively about how an agent might have acted to reach a particular scenario, and the motivations for doing so. Plausibility here depends on a satisfactory explanation of why this particular agent followed these motivations in the (...)
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  • The Nature of Legal Philosophy.Robert Alexy - 2004 - Ratio Juris 17 (2):156-167.
    Philosophy is general and systematic reflection about what there is, what ought to be done or is good, and how knowledge about both is possible. Legal philosophy raises these questions with respect to the law. In so doing, legal philosophy is engaged in reasoning about the nature of law. The arguments addressed to the question of the nature of law revolve around three problems. The first problem addresses the question: In what kinds of entities does the law consist, and how (...)
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  • Conflicts of norms and the revision of normative systems.Carlos E. Alchourrón - 1991 - Law and Philosophy 10 (4):413 - 425.
  • Burden of Proof, Presumption and Argumentation.Douglas Walton - 2014 - Cambridge University Press.
    The notion of burden of proof and its companion notion of presumption are central to argumentation studies. This book argues that we can learn a lot from how the courts have developed procedures over the years for allocating and reasoning with presumptions and burdens of proof, and from how artificial intelligence has built precise formal and computational systems to represent this kind of reasoning. The book provides a model of reasoning with burden of proof and presumption, based on analyses of (...)
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