Legal decision-support systems have the potential to improve access to justice, administrative efficiency, and judicial consistency, but broad adoption of such systems is contingent on development of technologies with low knowledge-engineering, validation, and maintenance costs. This paper describes two approaches to an important form of legal decision support—explainable outcome prediction—that obviate both annotation of an entire decision corpus and manual processing of new cases. The first approach, which uses an attention network for prediction and attention weights to highlight salient case (...) text, was shown to be capable of predicting decisions, but attention-weight-based text highlighting did not demonstrably improve human decision speed or accuracy in an evaluation with 61 human subjects. The second approach, termed semi-supervised case annotation for legal explanations, exploits structural and semantic regularities in case corpora to identify textual patterns that have both predictable relationships to case decisions and explanatory value. (shrink)

Logic-based approaches to legal problem solving model the rule-governed nature of legal argumentation, justification, and other legal discourse but suffer from two key obstacles: the absence of efficient, scalable techniques for creating authoritative representations of legal texts as logical expressions; and the difficulty of evaluating legal terms and concepts in terms of the language of ordinary discourse. Data-centric techniques can be used to finesse the challenges of formalizing legal rules and matching legal predicates with the language of ordinary parlance by (...) exploiting knowledge latent in legal corpora. However, these techniques typically are opaque and unable to support the rule-governed discourse needed for persuasive argumentation and justification. This paper distinguishes representative legal tasks to which each approach appears to be particularly well suited and proposes a hybrid model that exploits the complementarity of each. (shrink)

This paper proposes a model ofratio decidendi as a justification structure consisting of a series of reasoning steps, some of which relate abstract predicates to other abstract predicates and some of which relate abstract predicates to specific facts. This model satisfies an important set of characteristics ofratio decidendi identified from the jurisprudential literature. In particular, the model shows how the theory under which a case is decided controls its precedential effect. By contrast, a purely exemplar-based model ofratio decidendi fails to (...) account for the dependency of precedential effect on the theory of decision. (shrink)

Freedom of information laws promote transparency by permitting individuals and organizations to obtain government documents. However, exemptions from disclosure are necessary to protect privacy and to permit government officials to deliberate freely. Deliberative language is often the most challenging and burdensome exemption to detect, leading to high processing costs and delays in responding to open-records requests. This paper describes a novel deliberative-language detection model trained on a new annotated training set. The deliberative-language detection model is a component of a decision-support (...) system for open-records requests under the US Freedom of Information Act, the FOIA Assistant, that ingests documents responsive to an open-records requests, suggests passages likely to be subject to deliberative language, privacy, or other exemptions, and assists analysts in rapidly redacting suggested passages. The tool’s interface is based on extensive human-factors and usability studies with analysts and is currently in operational testing by multiple US federal agencies. (shrink)

Online dispute resolution (ODR) is an alternative to traditional litigation that can both significantly reduce the disadvantages suffered by litigants unable to afford an attorney and greatly improve court efficiency and economy. An important aspect of many ODR systems is a facilitator, a neutral party who guides the disputants through the steps of reaching an agreement. However, insufficient availability of facilitators impedes broad adoption of ODR systems. This paper describes a novel model of facilitation that integrates two distinct but complementary (...) knowledge sources: cognitive task analysis of facilitator behavior and corpus analysis of ODR session transcripts. This model is implemented in a decision-support system that (1) monitors cases to detect situations requiring immediate attention and (2) automates selection of standard text messages appropriate to the current state of the negotiations. This facilitation model has the potential to compensate for shortages of facilitators by improving the efficiency of experienced facilitators, assisting novice facilitators, and providing autonomous facilitation. (shrink)

The first issue of Artificial Intelligence and Law journal was published in 1992. This paper offers some commentaries on papers drawn from the Journal’s third decade. They indicate a major shift within Artificial Intelligence, both generally and in AI and Law: away from symbolic techniques to those based on Machine Learning approaches, especially those based on Natural Language texts rather than feature sets. Eight papers are discussed: two concern the management and use of documents available on the World Wide Web, (...) and six apply machine learning techniques to a variety of legal applications. (shrink)

A large number of cross-references to various bodies of text are used in legal texts, each serving a different purpose. It is often necessary for authorities and companies to look into certain types of these citations. Yet, there is a lack of automatic tools to aid in this process. Recently, citation graphs have been used to improve the intelligibility of complex rule frameworks. We propose an algorithm that builds the citation graph from a document and automatically labels each edge according (...) to its purpose. Our method uses the citing text only and thus works only on citations who’s purpose can be uniquely identified by their surrounding text. This framework is then applied to the US code. This paper includes defining and evaluating a standard gold set of labels that cover a vast majority of citation types which appear in the “US Code” but are still short enough for practical use. We also proposed a novel linear-chain conditional random field model that extracts the features required for labeling the citations from the surrounding text. We then analyzed the effectiveness of different clustering methods such as K-means and support vector machine to automatically label each citation with the corresponding label. Besides this, we talk about the practical difficulties of this task and give a comparison of human accuracy compared to our end-to-end algorithm. (shrink)

This book represents emerging alternative perspectives to the "constructivist" orthodoxy that currently dominates the field of science and technology studies. Various contributions from distinguished Americans and Europeans in the field, provide arguments and evidence that it is not enough simply to say that science is "socially situated." Controversial Science focuses on important political, ethical, and broadly normative considerations that have yet to be given their due, but which point to a more realistic and critical perspective on science policy.

In lieu of an abstract, here is a brief excerpt of the content:Reviewed by:Did Jesus Rise from the Dead? Historical and Theological Reflections by Matthew LeveringBrant PitreDid Jesus Rise from the Dead? Historical and Theological Reflections by Matthew Levering (Oxford: Oxford University Press, 2019), 272 pp.In his book Did Jesus Rise from the Dead? Historical and Theological Reflections, Matthew Levering writes "to make the case" that there is "good reason" to believe in the bodily resurrection of Jesus (1). In this (...) self-described work of "theological apologetics" (211), Levering argues from a threefold foundation for the credibility of Jesus's resurrection: (1) "the New Testament evidence," considered from the perspective of historical investigation; (2) the "sheer strangeness" of the apostolic claim that [End Page 1347] Jesus was "resurrected" and not just resuscitated or exalted into heaven as an immortal soul; (3) and the intrinsic credibility of the "supreme love" revealed through his death and resurrection (2–4). As this threefold foundation makes clear, Levering draws together both "historical and theological reasons for believing that Jesus' Resurrection happened" (4).In chapter 1, Levering contends that, while "faith does not stand or fall upon the results of historical research, those who insist that the truth of Jesus' Resurrection has nothing to do with the domain of historical investigation are mistaken" (30). To this end, he offers a survey of three figures: (1) the Belgian Dominican theologian Edward Schillebeeckx; (2) the American Protestant biblical scholar Dale C. Allison Jr.; and (3) the Anglican bishop and biblical theologian N. T. Wright. Levering exposes the serious flaws of contemporary attempts to reduce the resurrection claims of early Christians to hallucinations or visions of someone who has recently died. In particular, Levering finds compelling Wright's argument that the bodily resurrection of Jesus provides "the best historical explanation" of the early Christian claim that what first-century Jews expected to happen to everyone at the end of time had in fact happened to only one person—Jesus of Nazareth—in the middle of time. From a strictly historical point of view, claims that the disciples were merely moved by grace to a new experience Jesus being "alive" or that they simply experienced hallucinatory visions of Jesus after his death fail to explain the "radical change of eschatology" that took place in the early Church (56).In chapter 2, Levering explores the question of whether "the Church's mediation is truly effective in enabling us to share in the apostolic communion with the risen Jesus" (63). He first offers a sympathetic overview of the Protestant biblical scholar Richard Bauckham's book Jesus and the Eyewitnesses (2003; 2nd ed., 2017), in which he claims that the Gospels rest largely on "eyewitness testimony" (87–88). According to Levering, Bauckham's historical arguments show that "the ongoing presence of eyewitnesses provides a reason for not being skeptical about the major events of Jesus' life as reported by the Gospels, including his Resurrection" (89). At the same time, Levering insists that eyewitness memory is only one "mode of historical remembrance" utilized by the Church; in addition, Jesus also "willed that the historical remembrance of his Resurrection be an ecclesial reality" (90)—that is, a liturgical act of "remembrance" that takes place above all in the Eucharistic liturgy.In chapter 3, Levering aims to shed light on "the role of the Old Testament in aiding the discernment of the historical credibility of Jesus's Resurrection" (91). This chapter presents a stark contrast to contemporary [End Page 1348] studies of the resurrection that begin (and end) with the New Testament data. In it, Levering surveys the work of three contemporary scholars—Dale Allison, N. T. Wright, and the Jewish scholar Jon Levenson—and puts them in conversation with Thomas Aquinas's thirteenth-century commentary on the account of Jesus's resurrection in John 20–21. As this chapter amply demonstrates, it is "precisely in the scriptural history that the Creator God has guided, that we come to know that given such a God and such a history, Jesus' Resurrection is believable" (112). According to Levering, "the entire Old Testament" (113) is a necessary prolegomenon for understanding what it even means to say that Jesus has been raised in the first... (shrink)

This classic remains one of Karl Popper's most wide-ranging and popular works, notable not only for its acute insight into the way scientific knowledge grows, but also for applying those insights to politics and to history.

On receiver-based teleosemantic theories of representation, the chemical states of the circadian clocks in animal, plant and cyanobacterial cells constitute signals of future states of affairs, often the rising and setting of the sun. This signalling is much more rigid than sophisticated representational systems like human language, but it is not simple on all dimensions. In most organisms the clock regulates many different circadian rhythms. The process of entrainment ensures that the mapping between chemical states of the clock and the (...) daily light-dark cycle is adjusted to deal with seasonal changes. In regulating anticipatory behaviour, the states of the clock look forward both to the time the behaviour is supposed to happen and the later time when the anticipated circumstances are supposed to arise. The case of the circadian clock shows that purely indicative signals can arise in very basic biological systems and brings into sharp relief the trade-offs involved in characterizing representational systems. On receiver-based teleosemantic theories, future-directed signals are not restricted to complex multicellular organisms but are ubiquitous in the biological world. (shrink)

In this book, William Brant inquires how violence is reduced. Social causes of violence are exposed. War, sexual domination, leadership, propagandizing and comedy are investigated. Legal systems are explored as reducers and implementers of violence and threats.

Kant's Reason develops a novel interpretation of Kant’s conception of reason and its philosophical significance, focusing on two claims. First, it argues that Kant presents a powerful model for understanding the unity of theoretical and practical reason as two manifestations of a unified capacity for theoretical and practical understanding (or “comprehension”). This model allows us to do justice to the deep commonalities between theoretical and practical rationality, without reducing either to the other. In particular, through it, we see why the (...) activities of both theoretical and practical reason are governed by a version of the Principle of Sufficient Reason, while also seeing why reason is essentially autonomous. At the same time, Kant's Reason also reads Kant as presenting us with a compelling picture of the role that reason (as a capacity or power) should play in a systematic approach to foundational philosophical questions. In doing so, it argues for an account of the fundamental norms that apply to rational beings that treats as fundamental neither substantive reasons or values nor merely structural rationality, but instead a robust conception of reason as a power or capacity — namely, the capacity for theoretical and practical understanding. The result is a form of “rational constitutivism” – one which contrasts both with the forms of “reasons fundamentalism” that are currently fashionable and the forms of “agency-first constitutivism” that have dominated much of Kantian metaethics. In this sense, the aim of the book is to vindicate Kant’s insistence that his philosophy represents nothing more or less than reason’s implicit self-understanding coming to explicit and systematic self-consciousness. (shrink)

Dieses Buch ist die erfolgreichste Einführung in die Philosophie der Nachkriegszeit. Ein klassischer Text eines bedeutenden Philosophen dieses Jahrhunderts. Ausgehend von der Strittigkeit der Philosophie werden in 12 Vorträgen Grundlagen und Bedingungen des Philosophierens entfaltet. Im Anhang werden Lektürevorschläge zum eigenen philosophischen Studium gegeben. (Ec).

Media in Question sets the agenda for a revitalized debate on the hybrid communicative practices that constitute the postmodern media landscape: practices that cross the boundaries between fact and fiction, information and entertainment, public knowledge, and popular culture. In this challenging and provocative collection, the individual contributors rethink key issuesùthe meaning of the public interest, the quality of media performance, and deregulation. In the process they raise questions rarely addressed in normative media theories, for example, the ethics of sports reporting, (...) the moral reasoning in popular culture, and the required professional standards for infotainment genres such as reality television and gossip journalism. Accessible and wide-ranging, The Media in Question will be essential reading for students in mass communication and political communication studies. (shrink)

It is argued that the Achilles heel of contemporary sociology-and great parts of social science-is a) weak theory development, and b) absence of a meta-theory providing a common platform and a shared goal for its practitioners, fostering cumulativity. A meta-theory called causal realism (a variant of critical realism) is suggested for these purposes. The main tenets and key concepts of realism, such as causality and explanation, mechanism, stratified reality, are presented. Thereafter, via an anology to the physical sciences, it is (...) argued that a natural implication of realism and the search for causal mc mechanisms is a division of society into levels. The micro-macro issue is approached by a level-ontology for the development of sociological theory. Five levels are suggested, discussed and briefly exemplified. In the concluding remarks, some further positive implications of realism to sociology are touched upon. 140105b.k. (shrink)

This seminal contribution to Kant studies, originally published in 1982, was the first to present a thorough survey and evaluation of Kant's theory of mind. Ameriks focuses on Kant's discussion of the Paralogisms in the Critique of Pure Reason, and examines how the themes raised there are treated in the rest of Kant's writings. Ameriks demonstrates that Kant developed a theory of mind that is much more rationalistic and defensible than most interpreters have allowed.

For a Better Worldliness is not only a statement of Abraham Kuyper's and Dietrich Bonhoeffer's theological concept and historical practice of discipleship. It is also--and perhaps more importantly--a call to engage in the fullness of the Christian life here and now. While this book goes to great efforts to establish sound historical and theological insights specifically in regards to Kuyper and Bonhoeffer, there is a strong underlying current that these particular insights deeply matter to the life of discipleship in the (...) world today. History shows us that discipleship is not a singular journey; because of Jesus Christ it is not a description of one set path with one set of guidelines. A disciple can be a prime minister who unabashedly and successfully campaigned on his Calvinistic principles, just as he can be a participant in a coup d'état launched against a tyrant, leading to the disciple's own imprisonment and death. Jesus Christ calls--whether to the height of political office, or to the dank prison cell, or (more likely for us) to somewhere in between. - Back cover. (shrink)

This article is the first attempt to justify the "next" milestone in the development of legal realism: hyperrealism. The implications of digitalization have become the new fuel for the legal realist's jurisprudence prediction theory, that is, empirical research to predict the judge's or the court's decision. Indeed, that was impossible for American realists in the early twentieth century, and all the attempts failed. Therefore, tools such as Judicial Analytics allow us to prove that personal motives and prejudices affect a dispute's (...) resolution. Based on a systemic, comparative, and interdisciplinary analysis that intermingles legal theory, data analytics and digital technologies, the article substantiates the concept of hyperrealism itself. It evaluates the advantages and disadvantages of its primary tool—judicial analytics. The authors state the necessity of creating regulatory mechanisms of "curbing" to use them to improve justice and minimize the risk of rights violations. They propose using tools of expert evaluation, standardization, and ethical regulation of forensic analysis. (shrink)

Multicultural education, in some capacity, is a part of nearly every teacher education program in the country. Studies have shown, though, that this multicultural education does not often include issues of gender non-conformity and sexuality as a part of the instruction. Given these experiences in teacher preparation programs, we wanted to investigate pre-service and in-service social studies teachers' sense of self-efficacy in working with LGBTQ youth, teaching LGBTQ content, and addressing LGBTQ bias in school context. Using a Likert-scale we assessed (...) the self-efficacy of 47 pre-service teachers. We found that the teachers had the highest sense of self-efficacy working with LGBTQ students and families. The participants reported a lower sense of self-efficacy teaching LGBTQ content and the lowest sense of self-efficacy addressing bias against LGBTQ individuals in commercial teaching materials and school contexts. The results of this study reveal the need for social studies teacher educators to be purposeful in the inclusion of these topics in their teacher preparation courses. (shrink)

ABSTRACT: In this essay I provide one methodology that yields the level of analysis of an alleged knowledge-claim under investigation via its relations to varying gradations of scepticism. Each proposed knowledge-claim possesses a specified relationship with: (i) a globally sceptical argument; (ii) the least sceptical but successful argument that casts it into doubt; and (iii) the most sceptical yet unsuccessful argument, which is conceivably hypothesized to repudiate it but fails to do so. Yielding this specified set of relations, by means (...) of proceeding from global scepticism to (ii) and (iii), increases the chances of identifying the highest evaluative relevancy of the levels of analysis and observation of an alleged knowledge-claim. I argue that the failure to analyse and derive a difference between (i) and (ii) with respect to an alleged knowledge-claim signifies that the claim is grounded within the theoretical framework itself, that the claim lacks specification with regard to content that is analysable via that framework, and the claim is dubious insofar as alternative theoretic frameworks may present greater relevancy to levels of observation. KEYWORDS: knowledge, scepticism, perception, level of observation, magnification level, methodological scepticism. (shrink)

The article addresses the pervasive global challenge of delayed justice, emphasizing its role as a catalyst for widespread judicial reforms. The study defines international and national court approaches to reasonable trial durations by employing systematic and comparative legal methods. It delves into essential technology courts and parties use to ensure timely proceedings, categorizing associated risks and problems. The authors advocate for the multi-door courthouse system, illustrating its efficacy in reducing delays. Furthermore, the article classifies technologies facilitating reasonable trial durations, acknowledging (...) and offering solutions for the challenges they present. This research contributes to the dynamic landscape of judicial reform, offering a holistic perspective on the multifaceted aspects of timely justice. (shrink)

The paper has three aims. First, to show that Julian Reiss' critique of what he calls the New Mechanist Perspective in the social sciences is built on a number of misconceptions; second, to provide some arguments for the need of reflections and discussions about common and "ultimate" goals for the social sciences; and third, to suggest a focus on mechanisms as one such viable goal. Key Words: social science • goals • explanations • mechanisms.

In this essay I provide one methodology that yields the level of analysis of an alleged knowledge-claim under investigation via its relations to varying gradations of scepticism. Each proposed knowledge-claim possesses a specified relationship with: (i) a globally sceptical argument; (ii) the least sceptical but successful argument that casts it into doubt; and (iii) the most sceptical yet unsuccessful argument, which is conceivably hypothesized to repudiate it but fails to do so. Yielding this specified set of relations, by means of (...) proceeding from global scepticism to (ii) and (iii), increases the chances of identifying the highest evaluative relevancy of the levels of analysis and observation of an alleged knowledge-claim. I argue that the failure to analyse and derive a difference between (i) and (ii) with respect to an alleged knowledge-claim signifies that the claim is grounded within the theoretical framework itself, that the claim lacks specification with regard to content that is analysable via that framework, and the claim is dubious insofar as alternative theoretic frameworks may present greater relevancy to levels of observation. (shrink)

The common variety of incandescent light bulb has been in use for over a century, and although perhaps manufactured by highly technological systems, it is not a "high tech" device. Light bulbs are also found in nearly every home and business in this country. Because of these characteristics, the light bulb lends itself to use as a symbol of material things in modem industrial culture.

This book explores the main stages and key concepts in the development of Kant's critical philosophy, from the early 1760s to the 1790s. Karl Ameriks provides a detailed and concise account of the main ways in which the later critical works provide a plausible defense of the conception of humanity's fundamental end that Kant turned to after reading Rousseau in the 1760s. Separate essays are devoted to each of the three Critiques, as well as to earlier notes and lectures (...) and several of Kant's later writings on history and religion. A final section devotes three chapters to post-Kantian developments in German Romanticism, accounts of tragedy up through Nietzsche, and contemporary philosophy. The theme of an elliptical path is shown to be relevant to these writers as well as to many aspects of Kant's own life and work. The topics of the book include fundamental issues in epistemology and metaphysics, with a new defense of the Amerik's 'moderate' interpretation of transcendental idealism. (shrink)

The Cambridge Companion to German Idealism offers a comprehensive, penetrating, and informative guide to what is regarded as the classical period of German philosophy. Kant, Fichte, Hegel, and Schelling are all discussed in detail, together with a number of their contemporaries, such as Hölderlin and Schleiermacher, whose influence was considerable but whose work is less well known in the English-speaking world. The essays in the volume trace and explore the unifying themes of German Idealism, and discuss their relationship to Romanticism, (...) the Enlightenment, and the culture of seventeenth- and eighteenth-century Europe. The result is an illuminating overview of a rich and complex philosophical movement, and will appeal to a wide range of readers in philosophy, German studies, theology, literature, and the history of ideas. (shrink)

Mental images, or envisioning things with your "mind's eye," are now studied via multiple levels of observation and involve computational neuroscience, robotics and many disciplines that complement philosophy and form integral parts of cognitive science. MENTAL IMAGERY AND CREATIVITY offers an historical analysis of the use of "mental images" in science. This book also gives many useful illustrations, depicting roles of imagery with 21st century technology, including the usage of imagery, fMRIs and internet connections, allowing people to control virtual avatars (...) or robots at remote distances. Imagery formations and brain imaging techniques allow non-communicative patients, who appear to be in vegetative states, to communicate effectively, despite brain damage. Notwithstanding many 21st century developments of imagery combined with technology and science, many speculative accounts of imagery arose in the 20th century. Philosophic developments, regarding the relation between mental imagery and creativity, are provided in order to compare and contrast speculative and rational foundations. Creativity is defined in relation to problem-solving, inventiveness, art, discovery and cognitive formations of ranges of possibilities, arising before and after realizations (i.e., when one recognizes real and unreal events or solutions), involving images of events, solutions and alternatives. (shrink)

Enth.: Pars posterior, secundam editionem et indices continens.

This volume contains a selection of Karl Marx's most important writings, organized thematically under eight headings: methodology, alienation, economics, exploitation, historical materialism, classes, politics, and ideology. Jon Elster provides a brief introduction to each selection to explain its context and its place in Marx's argument. The volume is designed as a companion to Elster's An Introduction to Karl Marx and the thematic structure of each book is the same. But the Reader can also stand on its own and (...) offers the student a substantial and revealingly organized selection of the crucial texts needed to understand and assess Marx's views. (shrink)

Critique of Sarcastic Reason is a philosophical dissertation that combines several different fields in order to pave the way for those studying sarcasm at the neurobiological, communicative and socio-political levels of analysis where sarcasm appears, respectively, through associated brain activity, between two or more individuals with higher level metabeliefs, and as a method by which political, religious and other social ideologies are attacked (i.e., one form of "biting sarcasm"). The academic disciplines involved in Critique of Sarcastic Reason include social cognitive (...) and developmental psychology, neuroscience, critical theory, modern and contemporary philosophy of mind, evolutionary biology, logic, metaphysics and epistemology. Sarcasm is argued to only function at the highest levels of metacognition, and sarcasm occurs within social situations during which there are tendencies for two or more people to form desires and disgusts directly related to beliefs about beliefs. Sarcasm is compared to deception and is argued to be best analyzed as either spontaneous or rehearsed. (shrink)

What is the role of colleges and universities in forming the character of students? Should universities even attempt to cultivate virtue? If so, how can they do so effectively in a pluralistic context? Cultivating Virtue in the University seeks to answer these questions by gathering diverse perspectives on character education within twenty-first century universities. Bringing together experts from a variety of academic disciplines, this volume catalyzes a critical debate about the possibilities and limits of character education in the university while (...) offering theoretical and practical perspectives on what such education could look like in increasingly global, pluralistic, and intercultural institutions. Ultimately, by engaging insights from education, history, literature, philosophy, psychology, sociology, and theology, the volume encourages faculty, staff, and administrators to embrace the opportunities and challenges of cultivating virtue in the university. (shrink)