Posts Tagged ‘Legal case based reasoning’

Bench-Capon et al.: A History of AI and Law in 50 Papers: 25 Years of ICAIL

October 3, 2012

Professor Dr. Trevor Bench-Capon the University of Liverpool Department of Computer Science, and colleagues, have published A history of AI and Law in 50 papers: 25 years of the international conference on AI and Law, forthcoming in Artificial Intelligence and Law.

Here is the abstract:

We provide a retrospective of 25 years of the International Conference on AI and Law, which was first held in 1987. Fifty papers have been selected from the thirteen conferences and each of them is described in a short subsection individually written by one of the 24 authors. These subsections attempt to place the paper discussed in the context of the development of AI and Law, while often offering some personal reactions and reflections. As a whole, the subsections build into a history of the last quarter century of the field, and provide some insights into where it has come from, where it is now, and where it might go.

Three of Adam Wyner‘s contributions to this issue are linked from the post: Wyner on Logic Programming, Case Law Knowledge Bases, and Legal Case-Based Reasoning and Information Retrieval.

Call for Papers: ICAIL 2013: International Conference on Artificial Intelligence and Law

September 23, 2012

A call for papers — with paper submission deadline of 18 January 2013 — has been issued for ICAIL 2013: 14th International Conference on Artificial Intelligence and Law, to be held 10-14 June 2013 in Rome, Italy.

The Twitter account for the conference is @ICAIL2013 . The Twitter hashtag for the conference is #ICAIL2013. The conference organizers invite those interested to follow the Twitter account and hashtag and to comment and contribute with the latest news.

The conference features two tracks: one for “regular papers” and one for “innovative applications papers.”

Here is the complete list of deadlines:

  • Mentoring program request deadline: November 9, 2012
  • Mentoring program paper deadline: November 16, 2012
  • Submission of workshop and tutorial proposals: December 7, 2012
  • Submission of abstracts (optional): January 11, 2013
  • Submission of papers deadline: January 18, 2013
  • Notification of acceptance: March 20, 2013
  • Final revised and formatted papers due: April 19, 2013
  • Conference: June 10 – June 14, 2013

Papers are invited on the following topics:

  • Formal and computational models of legal reasoning
  • Knowledge acquisition techniques for the legal domain, including natural language processing and data mining
  • Computational models of argumentation and decision making
  • Legal knowledge representation including legal ontologies and common sense knowledge
  • Automatic legal text classification and summarization
  • Automated information extraction from legal databases and texts
  • Machine learning and data mining applied to legal databases
  • Conceptual or model-based legal information retrieval
  • E-discovery and e-disclosure
  • E-government and e-justice
  • Computational models of evidential reasoning
  • Modeling norms for multi-agent systems
  • Modeling negotiation and contract formation
  • Computational models of case-based legal reasoning
  • Online dispute resolution
  • Intelligent legal tutoring systems
  • Intelligent support systems for the legal domain
  • Interdisciplinary applications of legal informatics methods and systems

For more information, please see the call for papers.

HT Anne Gardner

[NOTE: Updated 23 November 2012 to add the Twitter account and hashtag. HT Enrico Francesconi]

Wyner on Logic Programming, Case Law Knowledge Bases, and Legal Case-Based Reasoning and Information Retrieval

July 12, 2012

Dr. Adam Wyner of the University of Liverpool Department of Computer Science has posted comments on three papers presented at the first ICAIL conference, the International Conference on Artificial Intelligence and Law (1987). These comments are to be published in a forthcoming special issue of the journal Artificial Intelligence and Law.

Here are links to the comments:

Horty and Bench-Capon on A Factor-based Definition of Precedential Constraint

June 20, 2012

Professor Dr. John F. Horty of the University of Maryland Institute for Advanced Computer Studies, and Professor Dr. Trevor J. M. Bench-Capon of the University of Liverpool Department of Computer Science, have published A factor-based definition of precedential constraint, Artificial Intelligence and Law, 20, 181-214.

Here is the abstract:

This paper describes one way in which a precise reason model of precedent could be developed, based on the general idea that courts are constrained to reach a decision that is consistent with the assessment of the balance of reasons made in relevant earlier decisions. The account provided here has the additional advantage of showing how this reason model can be reconciled with the traditional idea that precedential constraint involves rules, as long as these rules are taken to be defeasible. The account presented is firmly based on a body of work that has emerged in AI and Law. This work is discussed, and there is a particular discussion of approaches based on theory construction, and how that work relates to the model described in this paper.

Bench-Capon on Representing Popov v Hayashi with Dimensions and Factors

March 14, 2012

Professor Dr. Trevor Bench-Capon of the University of Liverpool Department of Computer Science has published Representing Popov v Hayashi with Dimensions and Factors, forthcoming in Artificial Intelligence and Law. Here is the abstract:

Modelling reasoning with legal cases has been a central concern of AI and Law since the 1980s. The approach which represents cases as factors and dimensions has been a central part of that work. In this paper I consider how several varieties of the approach can be applied to the interesting case of Popov v Hayashi. After briefly reviewing some of the key landmarks of the approach, the case is represented in terms of factors and dimensions, and further explored using theory construction and argumentation schemes approaches.

Calls for Papers: Workshops @ ICAIL 2011

February 26, 2011

Calls for papers, with diverse submission deadlines, have been issued for the workshops at ICAIL 2011: The International Conference on Artificial Intelligence and Law; the workshops are scheduled to be held 6 and 10 June 2011, in Pittsburgh, Pennsylvania, USA.

DESI IV: Workshop on Setting Standards for Searching Electronically Stored Information in Discovery Proceedings, 6 June 2011. Deadlines:

  • 1 April 2011: Research papers;
  • 22 April 2011: Position papers.

Workshop on Agent Model-Based Reasoning in Law, 6 June 2011. Deadline:

  • 14 March 2011.

Computational Law: A Bridge Towards the Business Rules, 6 June 2011. Deadline:

  • 20 April 2011.

AI & Evidential Inference, 10 June 2011. Deadline:

  • TBA

AHLTL 2011: Applying Human Language Technology to the Law, 10 June 2011. Deadline:

  • 31 March 2011.

Coherence 2011: Artificial Intelligence, Coherence, and Judicial Reasoning, 10 June 2011. Deadlines:

  • 15 April 2011: Abstracts;
  • 3 June 2011: Full papers.

HT JURIX.

Sartor et al. on Approaches to Legal Ontologies: Theories, Domains, Methodologies

February 11, 2011

Approaches to Legal Ontologies: Theories, Domains, Methodologies (Springer 2011), a collection of scholarly articles on legal ontologies, has been published.

The volume is edited by Professor Dr. Giovanni Sartor of Università di Bologna CIRSFID, Professor Dr. Pompeu Casanovas of the Institute of Law & Technology (IDT) at the Universitat Autònoma de Barcelona (UAB), Maria Angela Biasiotti of ITTIG/CNR, and Meritxell Fernández-Barrera of the European University Institute Department of Law.

This is the first volume in Springer’s new Law, Governance, and Technology Series, edited by Professors Casanovas and Sartor.

Some of the articles in this volume are based on papers originally presented at the Workshop on Approaches to Legal Ontologies, held 9-10 December 2008, at European University Institute Department of Law, in Fiesole, Florence, Italy.

Here are the contents:

  1. Introduction: Theory and Methodology in Legal Ontology Engineering: Experiences and Future Directions / Pompeu Casanovas, Giovanni Sartor, Maria Angela Biasiotti, and Meritxell Fernández-Barrera
  2. The Legal Theory Perspective: Doctrinal Conceptual Systems vs. Computational Ontologies / Meritxell Fernández-Barrera and Giovanni Sartor
  3. Empirically Grounded Developments of Legal Ontologies: A Socio-Legal Perspective / Pompeu Casanovas, Núria Casellas, and Joan-Josep Vallbé
  4. A Cognitive Science Perspective on Legal Ontologies / Joost Breuker and Rinke Hoekstra
  5. Social Ontology and Documentality / Maurizio Ferraris
  6. The Case-Based Reasoning Approach: Ontologies for Analogical Legal Argument / Kevin D. Ashley
  7. A Complex-System Approach: Legal Knowledge, Ontology, Information and Networks / Pierre Mazzega, Danièle Bourcier, Paul Bourgine, Nadia Nadah, and Romain Boulet
  8. The Multi-Layered Legal Information Perspective / Guido Boella and PierCarlo Rossi
  9. Legal Ontologies: The Linguistic Perspective / Maria Angela Biasiotti and Daniela Tiscornia
  10. A Legal Document Ontology: The Missing Layer in Legal Document Modelling / Monica Palmirani, Luca Cervone, and Fabio Vitali
  11. From Thesaurus Towards Ontologies in Large Legal Databases / Ángel Sancho Ferrer, Carlos Fernández Hernández, and José Manuel Mateo Rivero
  12. The Computational Ontology Perspective: Design Patterns for Web Ontologies / Aldo Gangemi, Valentina Presutti, and Eva Blomqvist
  13. A Learning Approach for Knowledge Acquisition in the Legal Domain / Enrico Francesconi
  14. Towards an Ontological Foundation for Services Science: The Legal Perspective / Roberta Ferrario, Nicola Guarino, and Meritxell Fernández-Barrera
  15. Legal Multimedia Ontologies and Semantic Annotation
    for Search and Retrieval
    / Jorge González-Conejero

JURIX 2010 Slides Available

January 16, 2011

Slides are now available for many papers given at JURIX 2010: The 23rd International Conference on Legal Knowledge and Information Systems, held 16-17 December 2010 at the University of Liverpool Computer Science Department, in Liverpool, England, UK.

HT JURIX Blog.

Deadline Extended to 17 January: Call for Papers for ICAIL 2011

January 8, 2011

[NOTE: The call for papers submission deadline has been extended to 17 January 2011, according to @JackGConrad.]

A call for papers has been issued for ICAIL 2011: The 13th International Conference on Artificial Intelligence and Law, to be held 6-10 June 2011 at the University of Pittsburgh School of Law in Pittsburgh, Pennsylvania, USA.

The conference is organized by IAAIL: The International Association for Artificial Intelligence and Law.

A mentoring program is being offered for authors wishing to submit papers to the conference.

Here are the submission deadlines:

  • “Mentoring program request deadline: November 8, 2010
  • Mentoring program paper deadline: November 15, 2010
  • Submission of workshop and tutorial proposals: December 6, 2010
  • Submission of abstracts (optional): January 3, 2011″
  • Submission of papers extended deadline: January 17, 2011

Papers are invited on the following topics:

  • “Formal and computational models of legal reasoning
  • Knowledge acquisition techniques for the legal domain, including natural language processing and data mining
  • Computational models of argumentation and decision making
  • Legal knowledge representation including legal ontologies and common sense knowledge
  • Computational models of evidential reasoning
  • Modeling norms for multi-agent systems
  • Modeling negotiation and contract formation
  • Computational models of case-based legal reasoning
  • Conceptual or model-based legal information retrieval
  • Automated information extraction from legal databases and texts
  • Intelligent legal tutoring systems
  • Intelligent support systems for the legal domain
  • E-discovery and e-disclosure
  • Automatic legal text classification and summarization
  • Machine learning and data mining applied to legal databases”

For more information, please see the call for papers.

HT Jack G. Conrad.

Stevens et al. on The Next Generation of Legal Expert Systems: New Dawn or False Dawn?

December 22, 2010

Charles Stevens, LL.M., of De Montfort University Law School, Vishal Barot of Loughborough University Wolfson Institute, and Dr. Jenny Carter of DeMontfort University Centre for Computational Intelligence, have posted The Next Generation of Legal Expert Systems-New Dawn or False Dawn?, a paper presented at AI-2010: The Thirtieth SGAI International Conference on Artificial Intelligence, held 14-16 December 2010 in Cambridge, England, UK. Here is the abstract:

Attempts to apply conventional rule-based expert systems to legal problem-solving raise seemingly insurmountable obstacles. The authors analyse the key challenges of developing a legal expert system by reference to a case study of issues arising in their prototype system, the JAES project. This paper explores the advantages of exploiting three alternative approaches- namely: case-based reasoning, blackboard architecture, and service-oriented architecture for the next generation of legal expert systems. The authors advocate the use of hybrid architecture to address the complexity and dynamic nature of the legal domain. The paper evaluates the extent to which these enhancements can meet the special complexities of the legal domain.


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