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Rinke Hoekstra Law and the Semantic Web 10-12-2008 SIKS Course - Knowledge Modelling
Overview Why? Role of Artificial Intelligence Legal Sources MetaLex Legal Knowledge Representation OWL, LKIF 10-12-2008 SIKS Course - Knowledge Modelling
WHY? 10-12-2008 SIKS Course - Knowledge Modelling
Law is … 10-12-2008 SIKS Course - Knowledge Modelling
Law is … 10-12-2008 SIKS Course - Knowledge Modelling
Law is … 10-12-2008 SIKS Course - Knowledge Modelling
Law is … rather peculiar It is illegal to die in the Houses of Parliament It is an act of treason to place a postage stamp bearing the British king or queen’s image upside-down It is illegal for a woman to be topless in Liverpool except as a clerk in a tropical fish store Eating mince pies on Christmas Day is banned If someone knocks on your door in Scotland and requires the use of your toilet, you are required to let them enter In the UK a pregnant woman can legally relieve herself anywhere she wants, including in a policeman’s helmet It is legal to murder a Scotsman within the ancient city walls of York, but only if he is carrying a bow and arrow 10-12-2008 SIKS Course - Knowledge Modelling
The Court What happens in court? Dispute between two parties Dialectic Exchange of arguments Presenting a selection of the facts in a way convenient to the case of a client. … is this about the truth? 10-12-2008 SIKS Course - Knowledge Modelling
The Judge: Case Law How does a judge come to a decision? Weighing the arguments Assessing and interpreting the facts Legal interpretation Causal analysis Comparing to similar cases Comparing to written law (legislation) What is the effect of the decision? Precedent for new cases: Law is self-reflexive An actual change in the “real world”  10-12-2008 SIKS Course - Knowledge Modelling
The Government: Legislation Conflicting interests Every citizen should know the lawclarity, readability Every person and organisation should abide by the laweffectiveness, ability to uphold Versus Political compromiseIntentionally cryptic and vague language Legal professionAbstract, theoretical constructs, mystique 10-12-2008 SIKS Course - Knowledge Modelling
Law is … ambiguous and imprecise 10-12-2008 SIKS Course - Knowledge Modelling
Law is … inconsistent Outcome of a case does not always follow ‘logically’ from premises Freedom of judge to decide Internal inconsistencies Built-in conflict resolution 10-12-2008 SIKS Course - Knowledge Modelling
Law is ... tricky Experts don’t want to be pinned down Not about truth Opaque Ambiguous and imprecise Inconsistent … and there’s lots and lots of it 10-12-2008 SIKS Course - Knowledge Modelling
Law is … relevant Relevant Complex knowledge management issues Well structured, man made We’re all subject to it European Union Multilingual Harmonisation 10-12-2008 SIKS Course - Knowledge Modelling
ARTIFICIAL INTELLIGENCE? 10-12-2008 SIKS Course - Knowledge Modelling
Two Perspectives ,[object Object],Formal representation of legal theory Status of facts as `legal’, creating legal knowledge Reasoning: case based reasoning, argument theory, deontic logics, dispute resolution Knowledge Representation Representation of law itself Annotation: versioning, authority, accessibility, cross-referencing  Reasoning: Assessment, planning, harmonisation, simulation 10-12-2008 SIKS Course - Knowledge Modelling
… Different Requirements Formal representation of legal theory Dialectic, defeasible, non-monotonic No real concern for tractability, completeness … any practical use? Representation of the law itself Expert system perspective  Tractability & completeness important Open world Traceability to sources 10-12-2008 SIKS Course - Knowledge Modelling
… Sounds Familiar? 10-12-2008 SIKS Course - Knowledge Modelling
Legal Layer Cake 10-12-2008 SIKS Course - Knowledge Modelling
Layer Cake Representation of structure of legal texts MetaLex XML Lightweight annotation Resource Description Framework (RDF) ,[object Object],Web Ontology Language (OWL) Legal Knowledge Interchange Format (LKIF) 10-12-2008 SIKS Course - Knowledge Modelling
legal sources:metalex 10-12-2008 SIKS Course - Knowledge Modelling
MetaLex (A. Boer, R. Winkels, R. Hoekstra) Interchange format Legal and legislative resources References between sources Europe LexDania, Norme in Rete, chXML, etc. Africa AkomaNtoso (Fabio Vitali) XML Schema CEN Workshophttp://www.metalex.eu 10-12-2008 SIKS Course - Knowledge Modelling
Schema Structure 10-12-2008 SIKS Course - Knowledge Modelling
10-12-2008 SIKS Course - Knowledge Modelling
Features Exchange Common meaningful elements Identification (URI’s) Presentation XHTML, PDF, … Multiple Languages Version Management and Maintenance Extensibility Search and Filtering 10-12-2008 SIKS Course - Knowledge Modelling
Versions TextVersion elements Language Locale dependent schema xml:lang tags Time 10-12-2008 SIKS Course - Knowledge Modelling
10-12-2008 SIKS Course - Knowledge Modelling XSL XSL XSL
Extensibility Agnostic wrt. other XML standards Search and Filtering Search at meaningful XML element level Identification & Citation All elements have a URI Citation of parts of documents 10-12-2008 SIKS Course - Knowledge Modelling
More semantics Metadata as inline RDF References and Citations RDFa attributes -> RDF triples Transformation to RDF/OWL GRDDL 10-12-2008 SIKS Course - Knowledge Modelling
10-12-2008 SIKS Course - Knowledge Modelling
Legal Knowledge Representation 10-12-2008 SIKS Course - Knowledge Modelling
Knowledge Types in Law Modelling Perspective Legal Abstract ModelBreuker (1990) World Knowledge (Causal, Definitional) Normative Knowledge Responsibility Knowledge Meta-Legal Knowledge Functional Ontology of LawValente (1995) Law as system that acts in and on society 10-12-2008 SIKS Course - Knowledge Modelling
Functional Ontology of Law 10-12-2008 SIKS Course - Knowledge Modelling
Incremental Approach Core Ontology  Bridges the gap between ‘common sense’ reality and the legal system Norms Specify regulations that hold on reality Norms ≠ Definitions Conflicting norms  inconsistent reality? 10-12-2008 SIKS Course - Knowledge Modelling
Bridging the Gap LKIF Core Ontology (Hoekstra et al., 2008) Basic legal concepts Shared by all legal domains Grounding in common sense Roles Special legal inference Knowledge acquisition support Prevent loss in translation Semantic annotation 10-12-2008 SIKS Course - Knowledge Modelling
Modules 10-12-2008 SIKS Course - Knowledge Modelling
Main categories Change Process Action Physical Entity Objects Mental Entity Subjective Entity Abstract Entity Occurrence 10-12-2008 SIKS Course - Knowledge Modelling
Step 2: Intentionality and Subjectivity Intentional Stance (Dennett, 1987) … Legal Stance Construction of social reality (Searle, 1995) Constitutive rules (counts-as) Subjective entities Roles, functions 10-12-2008 SIKS Course - Knowledge Modelling
Roles 10-12-2008 SIKS Course - Knowledge Modelling
Propositions, Attitudes and Expressions 10-12-2008 SIKS Course - Knowledge Modelling
Representing Norms Traceability (T. van Engers & Glassée, 2001) Connected to source Isomorphic (T. Bench-Capon & Coenen, 1991) Structural correspondence Annotation of Regulations Scoped representation parts, temporal validity, jurisdiction 10-12-2008 SIKS Course - Knowledge Modelling
Representing Norms Subjective entity Context: legal system Three types: Permission Prohibition Obligation Qualify a Situation (Generic Case) Allowed Disallowed 10-12-2008 SIKS Course - Knowledge Modelling
Norms in LKIF Core 10-12-2008 SIKS Course - Knowledge Modelling
Structural Correspondence Legal Assessment (van de Ven et al., 2008) Protégé OWL Judge plugin Tasks Specify case Match against set of norms Conflict resolution Standard DL reasoner (Pellet) + something extra 10-12-2008 SIKS Course - Knowledge Modelling
Simple norms: University Library 1a) 	Students registered at this university are allowed to check out a book from this library 1b) 	Students registered at other universities are allowed to check out a book from this library provided that they are enrolled in at least one course given at this university. 1c) 	Students who have checked out more than five books are not allowed to check out another book. Lexspecialishierarchy:Art1c ⊑ Art1a, Art1c ⊑ Art1b 10-12-2008 SIKS Course - Knowledge Modelling
Default Norm 0) Default: Checking out books is disallowed. Default_GC 			⊑ Generic_Case ⊑ ∃disallowed_by.{defaultnorm} ≡ ∃checks_out.Library_Book   Default_Norm 			⊑ Prohibition  ⊑ ∀disallows.Default_GC ≡ {defaultnorm} 10-12-2008 SIKS Course - Knowledge Modelling
Article 1a 1a) Students registered at this university are allowed to check out a book from this library. Art1a_GC	 			⊑ Generic_Case ⊑ ∃allowed_by.art1a ≡ Registered_Student⊓ ∃checks_out.Library_Book   Art1a_Permission     			⊑ Permission ⊑ ∀allows.Art1a_GC ≡ {art1a} 10-12-2008 SIKS Course - Knowledge Modelling
Article 1c 1c) Students who have checked out more than five books are not allowed to check out another book. Art1c_GC_F		 			⊑Generic_Case ⊑∃disallowed_by.{art1c} ≡ Registered_Student⊓≥ 6 checks_out.Library_Book Art1c_GC_P	 			⊑Generic_Case ⊑∃allowed_by.{art1c} ≡ Registered_Student⊓∃checks_out.Library_Book 				≤ 5 checks_out.Library_Book Art1c_Prohibition 	 			⊑ Prohibition ⊑ ∀disallows.Art1c_GC_F ⊓ ∀allows.Art1c_GC_P  ≡ {art1c} 10-12-2008 SIKS Course - Knowledge Modelling
Conflict Resolution AmyC   {Amy :Student, book_1 :Library_Book, … , book_6 :Library_Book, Amychecks_outbook_1, … , Amychecks_outbook_6} Matches Default_GC, Art1a_GC, Art1c_GC_F … corresponding norms Most specific GC Art1c_GC_F Outcome Art1c_Prohibition: disallowed 10-12-2008 SIKS Course - Knowledge Modelling
Temporal Validity Versions and Applicability of Concept Definitions (Klarman, Hoekstra, Bron, 2008) How to deal with versions? Different classification of domain objects Reasoning results in different outcome Impact may be significant 10-12-2008 SIKS Course - Knowledge Modelling
Temporal Validity (1) Definitions hold independently, at the same time Complex determination of validity of definitions Applicability & Activity 10-12-2008 SIKS Course - Knowledge Modelling
Immediate 10-12-2008 SIKS Course - Knowledge Modelling
Retroactive 10-12-2008 SIKS Course - Knowledge Modelling
Delayed 10-12-2008 SIKS Course - Knowledge Modelling
Requirements General purpose representation formalism Incremental versioning New version of a concept should have minimal impact Co-existence of multiple (incompatible) versions Ability to switch between versions Reasoning on both versioned and version-independent concepts Validity depends on multiple intervals 10-12-2008 SIKS Course - Knowledge Modelling
Representation A dynamic concept is a concept whose meaning changes over time Each new concept variant is introduced as a defined class, subsumed by the dynamic concept class. Concept variants are valid within some combination of intervals. A DL reasoner classifies individuals as class members, based on the choice of a current interval. 10-12-2008 SIKS Course - Knowledge Modelling
GeneralTRestriction 10-12-2008 SIKS Course - Knowledge Modelling
Dynamic Concept 10-12-2008 SIKS Course - Knowledge Modelling
10-12-2008 SIKS Course - Knowledge Modelling
10-12-2008 SIKS Course - Knowledge Modelling
10-12-2008 SIKS Course - Knowledge Modelling
10-12-2008 SIKS Course - Knowledge Modelling
10-12-2008 SIKS Course - Knowledge Modelling
Jurisdiction Legal Atlas Spatial Plans Which activities are allowed where? 10-12-2008 SIKS Course - Knowledge Modelling
10-12-2008 SIKS Course - Knowledge Modelling
10-12-2008 SIKS Course - Knowledge Modelling
The END 10-12-2008 SIKS Course - Knowledge Modelling

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Siks December 2008 Law And The Semanticweb

  • 1. Rinke Hoekstra Law and the Semantic Web 10-12-2008 SIKS Course - Knowledge Modelling
  • 2. Overview Why? Role of Artificial Intelligence Legal Sources MetaLex Legal Knowledge Representation OWL, LKIF 10-12-2008 SIKS Course - Knowledge Modelling
  • 3. WHY? 10-12-2008 SIKS Course - Knowledge Modelling
  • 4. Law is … 10-12-2008 SIKS Course - Knowledge Modelling
  • 5. Law is … 10-12-2008 SIKS Course - Knowledge Modelling
  • 6. Law is … 10-12-2008 SIKS Course - Knowledge Modelling
  • 7. Law is … rather peculiar It is illegal to die in the Houses of Parliament It is an act of treason to place a postage stamp bearing the British king or queen’s image upside-down It is illegal for a woman to be topless in Liverpool except as a clerk in a tropical fish store Eating mince pies on Christmas Day is banned If someone knocks on your door in Scotland and requires the use of your toilet, you are required to let them enter In the UK a pregnant woman can legally relieve herself anywhere she wants, including in a policeman’s helmet It is legal to murder a Scotsman within the ancient city walls of York, but only if he is carrying a bow and arrow 10-12-2008 SIKS Course - Knowledge Modelling
  • 8. The Court What happens in court? Dispute between two parties Dialectic Exchange of arguments Presenting a selection of the facts in a way convenient to the case of a client. … is this about the truth? 10-12-2008 SIKS Course - Knowledge Modelling
  • 9. The Judge: Case Law How does a judge come to a decision? Weighing the arguments Assessing and interpreting the facts Legal interpretation Causal analysis Comparing to similar cases Comparing to written law (legislation) What is the effect of the decision? Precedent for new cases: Law is self-reflexive An actual change in the “real world” 10-12-2008 SIKS Course - Knowledge Modelling
  • 10. The Government: Legislation Conflicting interests Every citizen should know the lawclarity, readability Every person and organisation should abide by the laweffectiveness, ability to uphold Versus Political compromiseIntentionally cryptic and vague language Legal professionAbstract, theoretical constructs, mystique 10-12-2008 SIKS Course - Knowledge Modelling
  • 11. Law is … ambiguous and imprecise 10-12-2008 SIKS Course - Knowledge Modelling
  • 12. Law is … inconsistent Outcome of a case does not always follow ‘logically’ from premises Freedom of judge to decide Internal inconsistencies Built-in conflict resolution 10-12-2008 SIKS Course - Knowledge Modelling
  • 13. Law is ... tricky Experts don’t want to be pinned down Not about truth Opaque Ambiguous and imprecise Inconsistent … and there’s lots and lots of it 10-12-2008 SIKS Course - Knowledge Modelling
  • 14. Law is … relevant Relevant Complex knowledge management issues Well structured, man made We’re all subject to it European Union Multilingual Harmonisation 10-12-2008 SIKS Course - Knowledge Modelling
  • 15. ARTIFICIAL INTELLIGENCE? 10-12-2008 SIKS Course - Knowledge Modelling
  • 16.
  • 17. … Different Requirements Formal representation of legal theory Dialectic, defeasible, non-monotonic No real concern for tractability, completeness … any practical use? Representation of the law itself Expert system perspective Tractability & completeness important Open world Traceability to sources 10-12-2008 SIKS Course - Knowledge Modelling
  • 18. … Sounds Familiar? 10-12-2008 SIKS Course - Knowledge Modelling
  • 19. Legal Layer Cake 10-12-2008 SIKS Course - Knowledge Modelling
  • 20.
  • 21. legal sources:metalex 10-12-2008 SIKS Course - Knowledge Modelling
  • 22. MetaLex (A. Boer, R. Winkels, R. Hoekstra) Interchange format Legal and legislative resources References between sources Europe LexDania, Norme in Rete, chXML, etc. Africa AkomaNtoso (Fabio Vitali) XML Schema CEN Workshophttp://www.metalex.eu 10-12-2008 SIKS Course - Knowledge Modelling
  • 23. Schema Structure 10-12-2008 SIKS Course - Knowledge Modelling
  • 24. 10-12-2008 SIKS Course - Knowledge Modelling
  • 25. Features Exchange Common meaningful elements Identification (URI’s) Presentation XHTML, PDF, … Multiple Languages Version Management and Maintenance Extensibility Search and Filtering 10-12-2008 SIKS Course - Knowledge Modelling
  • 26. Versions TextVersion elements Language Locale dependent schema xml:lang tags Time 10-12-2008 SIKS Course - Knowledge Modelling
  • 27. 10-12-2008 SIKS Course - Knowledge Modelling XSL XSL XSL
  • 28. Extensibility Agnostic wrt. other XML standards Search and Filtering Search at meaningful XML element level Identification & Citation All elements have a URI Citation of parts of documents 10-12-2008 SIKS Course - Knowledge Modelling
  • 29. More semantics Metadata as inline RDF References and Citations RDFa attributes -> RDF triples Transformation to RDF/OWL GRDDL 10-12-2008 SIKS Course - Knowledge Modelling
  • 30. 10-12-2008 SIKS Course - Knowledge Modelling
  • 31. Legal Knowledge Representation 10-12-2008 SIKS Course - Knowledge Modelling
  • 32. Knowledge Types in Law Modelling Perspective Legal Abstract ModelBreuker (1990) World Knowledge (Causal, Definitional) Normative Knowledge Responsibility Knowledge Meta-Legal Knowledge Functional Ontology of LawValente (1995) Law as system that acts in and on society 10-12-2008 SIKS Course - Knowledge Modelling
  • 33. Functional Ontology of Law 10-12-2008 SIKS Course - Knowledge Modelling
  • 34. Incremental Approach Core Ontology Bridges the gap between ‘common sense’ reality and the legal system Norms Specify regulations that hold on reality Norms ≠ Definitions Conflicting norms  inconsistent reality? 10-12-2008 SIKS Course - Knowledge Modelling
  • 35. Bridging the Gap LKIF Core Ontology (Hoekstra et al., 2008) Basic legal concepts Shared by all legal domains Grounding in common sense Roles Special legal inference Knowledge acquisition support Prevent loss in translation Semantic annotation 10-12-2008 SIKS Course - Knowledge Modelling
  • 36. Modules 10-12-2008 SIKS Course - Knowledge Modelling
  • 37. Main categories Change Process Action Physical Entity Objects Mental Entity Subjective Entity Abstract Entity Occurrence 10-12-2008 SIKS Course - Knowledge Modelling
  • 38. Step 2: Intentionality and Subjectivity Intentional Stance (Dennett, 1987) … Legal Stance Construction of social reality (Searle, 1995) Constitutive rules (counts-as) Subjective entities Roles, functions 10-12-2008 SIKS Course - Knowledge Modelling
  • 39. Roles 10-12-2008 SIKS Course - Knowledge Modelling
  • 40. Propositions, Attitudes and Expressions 10-12-2008 SIKS Course - Knowledge Modelling
  • 41. Representing Norms Traceability (T. van Engers & Glassée, 2001) Connected to source Isomorphic (T. Bench-Capon & Coenen, 1991) Structural correspondence Annotation of Regulations Scoped representation parts, temporal validity, jurisdiction 10-12-2008 SIKS Course - Knowledge Modelling
  • 42. Representing Norms Subjective entity Context: legal system Three types: Permission Prohibition Obligation Qualify a Situation (Generic Case) Allowed Disallowed 10-12-2008 SIKS Course - Knowledge Modelling
  • 43. Norms in LKIF Core 10-12-2008 SIKS Course - Knowledge Modelling
  • 44. Structural Correspondence Legal Assessment (van de Ven et al., 2008) Protégé OWL Judge plugin Tasks Specify case Match against set of norms Conflict resolution Standard DL reasoner (Pellet) + something extra 10-12-2008 SIKS Course - Knowledge Modelling
  • 45. Simple norms: University Library 1a) Students registered at this university are allowed to check out a book from this library 1b) Students registered at other universities are allowed to check out a book from this library provided that they are enrolled in at least one course given at this university. 1c) Students who have checked out more than five books are not allowed to check out another book. Lexspecialishierarchy:Art1c ⊑ Art1a, Art1c ⊑ Art1b 10-12-2008 SIKS Course - Knowledge Modelling
  • 46. Default Norm 0) Default: Checking out books is disallowed. Default_GC ⊑ Generic_Case ⊑ ∃disallowed_by.{defaultnorm} ≡ ∃checks_out.Library_Book   Default_Norm ⊑ Prohibition ⊑ ∀disallows.Default_GC ≡ {defaultnorm} 10-12-2008 SIKS Course - Knowledge Modelling
  • 47. Article 1a 1a) Students registered at this university are allowed to check out a book from this library. Art1a_GC ⊑ Generic_Case ⊑ ∃allowed_by.art1a ≡ Registered_Student⊓ ∃checks_out.Library_Book   Art1a_Permission ⊑ Permission ⊑ ∀allows.Art1a_GC ≡ {art1a} 10-12-2008 SIKS Course - Knowledge Modelling
  • 48. Article 1c 1c) Students who have checked out more than five books are not allowed to check out another book. Art1c_GC_F ⊑Generic_Case ⊑∃disallowed_by.{art1c} ≡ Registered_Student⊓≥ 6 checks_out.Library_Book Art1c_GC_P ⊑Generic_Case ⊑∃allowed_by.{art1c} ≡ Registered_Student⊓∃checks_out.Library_Book ≤ 5 checks_out.Library_Book Art1c_Prohibition ⊑ Prohibition ⊑ ∀disallows.Art1c_GC_F ⊓ ∀allows.Art1c_GC_P ≡ {art1c} 10-12-2008 SIKS Course - Knowledge Modelling
  • 49. Conflict Resolution AmyC  {Amy :Student, book_1 :Library_Book, … , book_6 :Library_Book, Amychecks_outbook_1, … , Amychecks_outbook_6} Matches Default_GC, Art1a_GC, Art1c_GC_F … corresponding norms Most specific GC Art1c_GC_F Outcome Art1c_Prohibition: disallowed 10-12-2008 SIKS Course - Knowledge Modelling
  • 50. Temporal Validity Versions and Applicability of Concept Definitions (Klarman, Hoekstra, Bron, 2008) How to deal with versions? Different classification of domain objects Reasoning results in different outcome Impact may be significant 10-12-2008 SIKS Course - Knowledge Modelling
  • 51. Temporal Validity (1) Definitions hold independently, at the same time Complex determination of validity of definitions Applicability & Activity 10-12-2008 SIKS Course - Knowledge Modelling
  • 52. Immediate 10-12-2008 SIKS Course - Knowledge Modelling
  • 53. Retroactive 10-12-2008 SIKS Course - Knowledge Modelling
  • 54. Delayed 10-12-2008 SIKS Course - Knowledge Modelling
  • 55. Requirements General purpose representation formalism Incremental versioning New version of a concept should have minimal impact Co-existence of multiple (incompatible) versions Ability to switch between versions Reasoning on both versioned and version-independent concepts Validity depends on multiple intervals 10-12-2008 SIKS Course - Knowledge Modelling
  • 56. Representation A dynamic concept is a concept whose meaning changes over time Each new concept variant is introduced as a defined class, subsumed by the dynamic concept class. Concept variants are valid within some combination of intervals. A DL reasoner classifies individuals as class members, based on the choice of a current interval. 10-12-2008 SIKS Course - Knowledge Modelling
  • 57. GeneralTRestriction 10-12-2008 SIKS Course - Knowledge Modelling
  • 58. Dynamic Concept 10-12-2008 SIKS Course - Knowledge Modelling
  • 59. 10-12-2008 SIKS Course - Knowledge Modelling
  • 60. 10-12-2008 SIKS Course - Knowledge Modelling
  • 61. 10-12-2008 SIKS Course - Knowledge Modelling
  • 62. 10-12-2008 SIKS Course - Knowledge Modelling
  • 63. 10-12-2008 SIKS Course - Knowledge Modelling
  • 64. Jurisdiction Legal Atlas Spatial Plans Which activities are allowed where? 10-12-2008 SIKS Course - Knowledge Modelling
  • 65. 10-12-2008 SIKS Course - Knowledge Modelling
  • 66. 10-12-2008 SIKS Course - Knowledge Modelling
  • 67. The END 10-12-2008 SIKS Course - Knowledge Modelling

Editor's Notes

  1. Calpestare: trample