{"product_id":"9789811929274","title":"Translational Systems Sciences: A Computational Argumentation Approach","description":"\u003ch1\u003eTranslational Systems Sciences: A Computational Argumentation Approach\u003c\/h1\u003e \u003ch2\u003eHirata, Hayato; Nitta, Katsumi\u003c\/h2\u003e \u003cp\u003eThis book introduces methods to analyze legal documents such as negotiation records and legal precedents, using computational argumentation theory.\u003c\/p\u003e\u003cp\u003eFirst, a method to automatically evaluate argumentation skills from the records of argumentation exercises is proposed. In law school, argumentation exercises are often conducted and many records of them are produced. From each utterance in the record, a pattern of “speech act +factor” is extracted, and argumentation skills are evaluated from the sequences of the patterns, using a scoring prediction model constructed by multiple regression analyses between the appearance pattern and the scoring results. The usefulness of this method is shown by applying it to the example case “the garbage house problem”.\u003c\/p\u003e\n\n\u003cp\u003eSecond, a method of extracting factors (elements that characterize precedents and cases) and legal \u003ci\u003etopoi\u003c\/i\u003e from individual precedents and using them as the expression of precedents to analyze how the pattern of factors and legal \u003ci\u003etopoi\u003c\/i\u003e appearing in a group of precedents affects the judgment (plaintiff wins\/defendant wins) is proposed. This method has been applied to a group of tax cases.\u003c\/p\u003e\n\nThird, the logical structure of 70 labor cases is described in detail by using factors and a bipolar argumentation framework (BAF) and an (extended argumentation framework (EAF) together. BAF describes the logical structure between plaintiff and defendant, and EAF describes the decision of the judge. Incorporating the legal \u003ci\u003etopoi\u003c\/i\u003e into the EAF of computational argumentation theory, the strength of the analysis of precedents by combined use of factored BAF and EAF, not only which argument the judge adopted could be specified.\u003cb\u003e \u003c\/b\u003eIt was also possible to determine what kind of value judgment was made and to verify the logic.\u003cp\u003e\u003c\/p\u003e\n\nThe analysis methods in this book demonstrate the application of logic-based AI methods to the legal domain, and they contribute to the education and training of law school students in logical ways of argumentation. \u003ch3\u003eDetails\u003c\/h3\u003e \u003cp\u003ePublished by: Springer\u003c\/p\u003e \u003cp\u003ePublication Date: 2022-08-13\u003c\/p\u003e \u003cp\u003eFormat: Hardcover\u003c\/p\u003e \u003cp\u003eISBN-13: 9789811929274\u003c\/p\u003e \u003cp\u003eDOI: 10.1007\/978-981-19-2928-1\u003c\/p\u003e \u003cp\u003eDimensions: 235cm x155cm\u003c\/p\u003e \u003cp\u003ePages: 155\u003c\/p\u003e ","brand":"Springer Nature Singapore","offers":[{"title":"Default Title","offer_id":46919321157772,"sku":"9789811929274","price":125.99,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0710\/9545\/1788\/files\/9789811929274.jpg?v=1774526836","url":"https:\/\/fh90cf-fv.myshopify.com\/products\/9789811929274","provider":"Late Knight Books and Services, LLC","version":"1.0","type":"link"}