Legal Informatics

作者： Daniel Martin Katz; Ron Dolin; Michael J. Bommarito
出版商： Cambridge University Press
ISBN: 9781107142725
出版时间 February 2021
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This groundbreaking work offers a first-of-its-kind overview of legal informatics, the academic discipline underlying the technological transformation and economics of the legal industry. Edited by Daniel Martin Katz, Ron Dolin, and Michael J. Bommarito, and featuring contributions from more than two dozen academic and industry experts, chapters cover the history and principles of legal informatics and background technical concepts - including natural language processing and distributed ledger technology. The volume also presents real-world case studies that offer important insights into document review, due diligence, compliance, case prediction, billing, negotiation and settlement, contracting, patent management, legal research, and online dispute resolution. Written for both technical and non-technical readers, Legal Informatics is the ideal resource for anyone interested in identifying, understanding, and executing opportunities in this exciting field.
Part I. Introduction to Legal Informatics:
1. Motivation and Rationale for this Book Daniel Martin Katz, Ron Dolin and Michael J. Bommarito II; 2. Technology Issues in Legal Philosophy Ron Dolin; 3. The Origins and History of Legal Informatics Michael J. Bommarito II

Part II. Legal Informatics - Building Blocks and Core Concepts:
4. Representation of Legal Information Katie Atkinson; 5. Information Intermediation Ron Dolin; 6. Preprocessing Data Michael J. Bommarito II; 7. XML in Law: The Role of Standards in Legal Informatics Ron Dolin; 8. Document Assembly and Automation Marc Lauritsen; 9. AI + Law: An Overview Daniel Martin Katz; 10. Machine Learning Daniel Martin Katz and John Nay; 11. Natural Language Processing for Legal Texts John Nay; 12. Introduction to Blockchain and Cryptography Nelson M. Rosario; 13. Legal Informatics-Based Technology in Broader Workflows Kenneth Grady; 14. Gamification of Work and Feedback Systems Stephanie Kimbro; 15. Introduction to Design Thinking for Law Margaret Hagan; 16. Measuring Legal Quality Ron Dolin

Part III. Legal Informatics Use Cases:
17. Contract Analytics Noah Waisberg: 18. Contracts as Interfaces: Visual Representation Patterns in Contract Design Helena Haapio and Stefania Passera; 19. Distributed Ledgers, Cryptography, and Smart Contracts Nina Gunther Kilbride; 20. Patent Analytics: Information from Innovation Jevin D. West and Andrew W. Torrance; 21. The Core Concepts of E-Discovery Jonathan Kerry-Tyerman and AJ Shankar; 22. Predictive Coding in E-Discovery and The NexLP Story Engine Irina Matveeva; 23. Examining Public Court Data to Understand and Predict Bankruptcy Case Results Warren Agin; 24. Fastcase, and the Visual Understanding of Judicial Precedents Ed Walters and Jeff Asjes; 25. Mining Information from Statutory Texts in a Public Health Domain Kevin Ashley; 26. Gov2Vec: A Case Study in Text Model Application to Government Data John Nay; 27. Representation and Automation of Legal Information Katie Atkinson; 28. Online Dispute Resolution Dave Orr and Colin Rule; 29. Access to Justice and Technology: Reaching a Greater Future for Legal Aid Ronald W. Staudt and Alexander F. A. Rabanal; 30. Designing Legal Experiences: Online Communication and Resolution in Courts Maximilian A. Bulinski and J.J. Prescott

Part IV. Legal Informatics in the Industrial Context:
31. Adaptive Innovation: The Innovator's Dilemma in Big Law Ron Dolin and Thomas Buley; 32. Legal Data Access Christine Bannan; 33. A History of Knowledge Management at Littler Mendelsohn Scott Rechtshaffen; 34. Google Legal Operations Mary O'Carroll amd Stephanie Kimbro

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