Integrating theory, history, and real-world case studies, this book offers a first-of-its-kind overview of the discipline behind the transformation of the production and economics of the legal industry. Legal Informatics is an ideal resource for anyone interested in identifying, understanding, and executing opportunities in this exciting field.
Integrating theory, history, and real-world case studies, this book offers a first-of-its-kind overview of the discipline behind the transformation of the production and economics of the legal industry. Legal Informatics is an 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.
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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