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This document defines the direct model-theoretic semantics of OWL 2. The semantics given here is strongly related to the semantics of description logics [Description Logics] and is compatible with the semantics of the description logic SROIQ [SROIQ]. As the definition of SROIQ does not provide for datatypes and punning, the semantics of OWL 2 is defined directly on the constructs of the structural specification of OWL 2 [OWL 2 Specification] instead of by reference to SROIQ. For the constructs available in SROIQ, the semantics of SROIQ trivially corresponds to the one defined in this document.
Since OWL 2 is an extension of OWL DL, this document also provides a direct semantics for OWL Lite and OWL DL; this semantics is equivalent to the official semantics of OWL Lite and OWL DL [OWL Abstract Syntax and Semantics]. Furthermore, this document also provides the direct model-theoretic semantics for the OWL 2 profiles [OWL 2 Profiles].
The semantics is defined for an OWL 2 axioms and ontologies, which should be understood as instances of the structural specification [OWL 2 Specification]. Parts of the structural specification are written in this document using the functional-style syntax.
OWL 2 allows for annotations of ontologies, anonymous individuals, axioms, and other annotations. Annotations of all these types, however, have no semantic meaning in OWL 2 and are ignored in this document. OWL 2 declarations are used only to disambiguate class expressions from data ranges and object property from data property expressions in the functional-style syntax; therefore, they are not mentioned explicitly in this document.
This section specifies the direct model-theoretic semantics of OWL 2 ontologies.
A datatype map is a 6-tuple D = ( N_{DT} , N_{LS} , N_{FS} , ⋅ ^{DT} , ⋅ ^{LS} , ⋅ ^{FS} ) with the following components.
A vocabulary V = ( V_{C} , V_{OP} , V_{DP} , V_{I} , V_{DT} , V_{LT} , V_{FA} ) over a datatype map D is a 7-tuple consisting of the following elements:
Given a vocabulary V, the following conventions are used in this document to denote different syntactic parts of OWL 2 ontologies:
Given a datatype map D and a vocabulary V over D, an interpretation Int = ( Δ_{Int} , Δ_{D} , ⋅ ^{C} , ⋅ ^{OP} , ⋅ ^{DP} , ⋅ ^{I} , ⋅ ^{DT} , ⋅ ^{LT} , ⋅ ^{FA} ) for D and V is a 9-tuple with the following structure.
The following sections define the extensions of ⋅ ^{OP}, ⋅ ^{DT}, and ⋅ ^{C} to object property expressions, data ranges, and class expressions.
The object property interpretation function ⋅ ^{OP} is extended to object property expressions as shown in Table 1.
Object Property Expression | Interpretation ⋅ ^{OP} |
---|---|
InverseOf( OP ) | { ⟨ x , y ⟩ | ⟨ y , x ⟩ ∈ (OP)^{OP} } |
The datatype interpretation function ⋅ ^{DT} is extended to data ranges as shown in Table 3. All datatypes in OWL 2 are unary, so each datatype DT is interpreted as a unary relation over Δ_{D} — that is, a set (DT)^{DT} ⊆ Δ_{D}. Data ranges, however, can be n-ary, as this allows implementations to extend OWL 2 with built-in operations such as comparisons or arithmetic. An n-ary data range DR is interpreted as an n-ary relation (DR)^{DT} over Δ_{D}.
Data Range | Interpretation ⋅ ^{DT} |
---|---|
IntersectionOf( DR_{1} ... DR_{n} ) | (DR_{1})^{DT} ∩ ... ∩ (DR_{n})^{DT} |
UnionOf( DR_{1} ... DR_{n} ) | (DR_{1})^{DT} ∪ ... ∪ (DR_{n})^{DT} |
ComplementOf( DR ) | (Δ_{D})^{n} \ (DR)^{DT} where n is the arity of DR |
OneOf( lt_{1} ... lt_{n} ) | { (lt_{1})^{LT} , ... , (lt_{n})^{LT} } |
DatatypeRestriction( DT F_{1} lt_{1} ... F_{n} lt_{n} ) | (DT)^{DT} ∩ (⟨ F_{1} lt_{1} ⟩)^{FA} ∩ ... ∩ (⟨ F_{n} lt_{n} ⟩)^{FA} |
The class interpretation function ⋅ ^{C} is extended to class expressions as shown in Table 4. For S a set, #S denotes the number of elements in S.
Class Expression | Interpretation ⋅ ^{C} |
---|---|
IntersectionOf( CE_{1} ... CE_{n} ) | (CE_{1})^{C} ∩ ... ∩ (CE_{n})^{C} |
UnionOf( CE_{1} ... CE_{n} ) | (CE_{1})^{C} ∪ ... ∪ (CE_{n})^{C} |
ComplementOf( CE ) | Δ_{Int} \ (CE)^{C} |
OneOf( a_{1} ... a_{n} ) | { (a_{1})^{I} , ... , (a_{n})^{I} } |
SomeValuesFrom( OPE CE ) | { x | ∃ y : ⟨ x, y ⟩ ∈ (OPE)^{OP} and y ∈ (CE)^{C} } |
AllValuesFrom( OPE CE ) | { x | ∀ y : ⟨ x, y ⟩ ∈ (OPE)^{OP} implies y ∈ (CE)^{C} } |
HasValue( OPE a ) | { x | ⟨ x , (a)^{I} ⟩ ∈ (OPE)^{OP} } |
HasSelf( OPE ) | { x | ⟨ x , x ⟩ ∈ (OPE)^{OP} } |
MinCardinality( n OPE ) | { x | #{ y | ⟨ x , y ⟩ ∈ (OPE)^{OP} } ≥ n } |
MaxCardinality( n OPE ) | { x | #{ y | ⟨ x , y ⟩ ∈ (OPE)^{OP} } ≤ n } |
ExactCardinality( n OPE ) | { x | #{ y | ⟨ x , y ⟩ ∈ (OPE)^{OP} } = n } |
MinCardinality( n OPE CE ) | { x | #{ y | ⟨ x , y ⟩ ∈ (OPE)^{OP} and y ∈ (CE)^{C} } ≥ n } |
MaxCardinality( n OPE CE ) | { x | #{ y | ⟨ x , y ⟩ ∈ (OPE)^{OP} and y ∈ (CE)^{C} } ≤ n } |
ExactCardinality( n OPE CE ) | { x | #{ y | ⟨ x , y ⟩ ∈ (OPE)^{OP} and y ∈ (CE)^{C} } = n } |
SomeValuesFrom( DPE_{1} ... DPE_{n} DR ) | { x | ∃ y_{1}, ... , y_{n} : ⟨ x , y_{k} ⟩ ∈ (DPE_{k})^{DP} for each 1 ≤ k ≤ n and ⟨ y_{1} , ... , y_{n} ⟩ ∈ (DR)^{DT} } |
AllValuesFrom( DPE_{1} ... DPE_{n} DR ) | { x | ∀ y_{1}, ... , y_{n} : ⟨ x , y_{k} ⟩ ∈ (DPE_{k})^{DP} for each 1 ≤ k ≤ n imply ⟨ y_{1} , ... , y_{n} ⟩ ∈ (DR)^{DT} } |
HasValue( DPE lt ) | { x | ⟨ x , (lt)^{LT} ⟩ ∈ (DPE)^{DP} } |
MinCardinality( n DPE ) | { x | #{ y | ⟨ x , y ⟩ ∈ (DPE)^{DP}} ≥ n } |
MaxCardinality( n DPE ) | { x | #{ y | ⟨ x , y ⟩ ∈ (DPE)^{DP} } ≤ n } |
ExactCardinality( n DPE ) | { x | #{ y | ⟨ x , y ⟩ ∈ (DPE)^{DP} } = n } |
MinCardinality( n DPE DR ) | { x | #{ y | ⟨ x , y ⟩ ∈ (DPE)^{DP} and y ∈ (DR)^{DT} } ≥ n } |
MaxCardinality( n DPE DR ) | { x | #{ y | ⟨ x , y ⟩ ∈ (DPE)^{DP} and y ∈ (DR)^{DT} } ≤ n } |
ExactCardinality( n DPE DR ) | { x | #{ y | ⟨ x , y ⟩ ∈ (DPE)^{DP} and y ∈ (DR)^{DT} } = n } |
An interpretation Int = ( Δ_{Int} , Δ_{D} , ⋅ ^{C} , ⋅ ^{OP} , ⋅ ^{DP} , ⋅ ^{I} , ⋅ ^{DT} , ⋅ ^{LT} , ⋅ ^{FA} ) satisfies an axiom w.r.t. an ontology O if the axiom satisfies appropriate conditions listed in the following sections. Satisfaction of axioms in Int is defined w.r.t. O because satisfaction of key axioms uses the following function:
ISNAMED_{O}(x) = true for x ∈ Δ_{Int} if and only if (a)^{I} = x for some named individual a occurring in the axiom closure of O
Satisfaction of OWL 2 class expression axioms in Int w.r.t. O is defined as shown in Table 5.
Axiom | Condition |
---|---|
SubClassOf( CE_{1} CE_{2} ) | (CE_{1})^{C} ⊆ (CE_{2})^{C} |
EquivalentClasses( CE_{1} ... CE_{n} ) | (CE_{j})^{C} = (CE_{k})^{C} for each 1 ≤ j ≤ n and each 1 ≤ k ≤ n |
DisjointClasses( CE_{1} ... CE_{n} ) | (CE_{j})^{C} ∩ (CE_{k})^{C} = ∅ for each 1 ≤ j ≤ n and each 1 ≤ k ≤ n such that j ≠ k |
DisjointUnion( C CE_{1} ... CE_{n} ) | (C)^{C} = (CE_{1})^{C} ∪ ... ∪ (CE_{n})^{C} and (CE_{j})^{C} ∩ (CE_{k})^{C} = ∅ for each 1 ≤ j ≤ n and each 1 ≤ k ≤ n such that j ≠ k |
Satisfaction of OWL 2 object property expression axioms in Int w.r.t. O is defined as shown in Table 6.
Axiom | Condition |
---|---|
SubPropertyOf( OPE_{1} OPE_{2} ) | (OPE_{1})^{OP} ⊆ (OPE_{2})^{OP} |
SubPropertyOf( PropertyChain( OPE_{1} ... OPE_{n} ) OPE ) | ∀ y_{0} , ... , y_{n} : ⟨ y_{0} , y_{1} ⟩ ∈ (OPE_{1})^{OP} and ... and ⟨ y_{n-1} , y_{n} ⟩ ∈ (OPE_{n})^{OP} imply ⟨ y_{0} , y_{n} ⟩ ∈ (OPE)^{OP} |
EquivalentProperties( OPE_{1} ... OPE_{n} ) | (OPE_{j})^{OP} = (OPE_{k})^{OP} for each 1 ≤ j ≤ n and each 1 ≤ k ≤ n |
DisjointProperties( OPE_{1} ... OPE_{n} ) | (OPE_{j})^{OP} ∩ (OPE_{k})^{OP} = ∅ for each 1 ≤ j ≤ n and each 1 ≤ k ≤ n such that j ≠ k |
PropertyDomain( OPE CE ) | ∀ x , y : ⟨ x , y ⟩ ∈ (OPE)^{OP} implies x ∈ (CE)^{C} |
PropertyRange( OPE CE ) | ∀ x , y : ⟨ x , y ⟩ ∈ (OPE)^{OP} implies y ∈ (CE)^{C} |
InverseProperties( OPE_{1} OPE_{2} ) | (OPE_{1})^{OP} = { ⟨ x , y ⟩ | ⟨ y , x ⟩ ∈ (OPE_{2})^{OP} } |
FunctionalProperty( OPE ) | ∀ x , y_{1} , y_{2} : ⟨ x , y_{1} ⟩ ∈ (OPE)^{OP} and ⟨ x , y_{2} ⟩ ∈ (OPE)^{OP} imply y_{1} = y_{2} |
InverseFunctionalProperty( OPE ) | ∀ x_{1} , x_{2} , y : ⟨ x_{1} , y ⟩ ∈ (OPE)^{OP} and ⟨ x_{2} , y ⟩ ∈ (OPE)^{OP} imply x_{1} = x_{2} |
ReflexiveProperty( OPE ) | ∀ x : x ∈ Δ_{Int} implies ⟨ x , x ⟩ ∈ (OPE)^{OP} |
IrreflexiveProperty( OPE ) | ∀ x : x ∈ Δ_{Int} implies ⟨ x , x ⟩ ∉ (OPE)^{OP} |
SymmetricProperty( OPE ) | ∀ x , y : ⟨ x , y ⟩ ∈ (OPE)^{OP} implies ⟨ y , x ⟩ ∈ (OPE)^{OP} |
AsymmetricProperty( OPE ) | ∀ x , y : ⟨ x , y ⟩ ∈ (OPE)^{OP} implies ⟨ y , x ⟩ ∉ (OPE)^{OP} |
TransitiveProperty( OPE ) | ∀ x , y , z : ⟨ x , y ⟩ ∈ (OPE)^{OP} and ⟨ y , z ⟩ ∈ (OPE)^{OP} imply ⟨ x , z ⟩ ∈ (OPE)^{OP} |
Satisfaction of OWL 2 data property expression axioms in Int w.r.t. O is defined as shown in Table 7.
Axiom | Condition |
---|---|
SubPropertyOf( DPE_{1} DPE_{2} ) | (DPE_{1})^{DP} ⊆ (DPE_{2})^{DP} |
EquivalentProperties( DPE_{1} ... DPE_{n} ) | (DPE_{j})^{DP} = (DPE_{k})^{DP} for each 1 ≤ j ≤ n and each 1 ≤ k ≤ n |
DisjointProperties( DPE_{1} ... DPE_{n} ) | (DPE_{j})^{DP} ∩ (DPE_{k})^{DP} = ∅ for each 1 ≤ j ≤ n and each 1 ≤ k ≤ n such that j ≠ k |
PropertyDomain( DPE CE ) | ∀ x , y : ⟨ x , y ⟩ ∈ (DPE)^{DP} implies x ∈ (CE)^{C} |
PropertyRange( DPE DR ) | ∀ x , y : ⟨ x , y ⟩ ∈ (DPE)^{DP} implies y ∈ (DR)^{DT} |
FunctionalProperty( DPE ) | ∀ x , y_{1} , y_{2} : ⟨ x , y_{1} ⟩ ∈ (DPE)^{DP} and ⟨ x , y_{2} ⟩ ∈ (DPE)^{DP} imply y_{1} = y_{2} |
Satisfaction of keys in Int w.r.t. O is defined as shown in Table 8.
Axiom | Condition |
---|---|
HasKey( CE PE_{1} ... PE_{n} ) | ∀ x , y , z_{1} , ... , z_{n} : if ISNAMED_{O}(x) and ISNAMED_{O}(y) and ISNAMED_{O}(z_{1}) and ... and ISNAMED_{O}(z_{n}) and x ∈ (CE)^{C} and y ∈ (CE)^{C} and for each 1 ≤ i ≤ n, if PE_{i} is an object property, then ⟨ x , z_{i} ⟩ ∈ (PE_{i})^{OP} and ⟨ y , z_{i} ⟩ ∈ (PE_{i})^{OP}, and if PE_{i} is a data property, then ⟨ x , z_{i} ⟩ ∈ (PE_{i})^{DP} and ⟨ y , z_{i} ⟩ ∈ (PE_{i})^{DP} then x = y |
Satisfaction of OWL 2 assertions in Int w.r.t. O is defined as shown in Table 9.
Axiom | Condition |
---|---|
SameIndividual( a_{1} ... a_{n} ) | (a_{j})^{I} = (a_{k})^{I} for each 1 ≤ j ≤ n and each 1 ≤ k ≤ n |
DifferentIndividuals( a_{1} ... a_{n} ) | (a_{j})^{I} ≠ (a_{k})^{I} for each 1 ≤ j ≤ n and each 1 ≤ k ≤ n such that j ≠ k |
ClassAssertion( CE a ) | (a)^{I} ∈ (CE)^{C} |
PropertyAssertion( OPE a_{1} a_{2} ) | ⟨ (a_{1})^{I} , (a_{2})^{I} ⟩ ∈ (OPE)^{OP} |
NegativePropertyAssertion( OPE a_{1} a_{2} ) | ⟨ (a_{1})^{I} , (a_{2})^{I} ⟩ ∉ (OPE)^{OP} |
PropertyAssertion( DPE a lt ) | ⟨ (a)^{I} , (lt)^{LT} ⟩ ∈ (DPE)^{DP} |
NegativePropertyAssertion( DPE a lt ) | ⟨ (a)^{I} , (lt)^{LT} ⟩ ∉ (DPE)^{DP} |
Int satisfies an OWL 2 ontology O if all axioms in the axiom closure of O (with anonymous individuals renamed apart as described in Section 5.6.2 of the OWL 2 Specification [OWL 2 Specification]) are satisfied in Int w.r.t. O.
An interpretation Int = ( Δ_{Int} , Δ_{D} , ⋅ ^{C} , ⋅ ^{OP} , ⋅ ^{DP} , ⋅ ^{I} , ⋅ ^{DT} , ⋅ ^{LT} , ⋅ ^{FA} ) is a model of an OWL 2 ontology O if an interpretation Int_{1} = ( Δ_{Int} , Δ_{D} , ⋅ ^{C} , ⋅ ^{OP} , ⋅ ^{DP} , ⋅ ^{I1} , ⋅ ^{DT} , ⋅ ^{LT} , ⋅ ^{FA} ) exists such that ⋅ ^{I1} coincides with ⋅ ^{I} on all named individuals and Int_{1} satisfies O.
Thus, an interpretation Int satisfying O is also a model of O. In contrast, a model Int of O may not satisfy O directly; however, by modifying the interpretation of anonymous individuals, Int can always be coerced into an interpretation Int_{1} that satisfies O.
Let D be a datatype map and V a vocabulary over D. Furthermore, let O and O_{1} be OWL 2 ontologies, CE, CE_{1}, and CE_{2} class expressions, and a a named individual, such that all of them refer only to the vocabulary elements in V. A Boolean conjunctive query Q is a closed formula of the form
∃ x_{1} , ... , x_{n} , y_{1} , ... , y_{m} : [ A_{1} ∧ ... ∧ A_{k} ]
where each A_{i} is an atom of the form C(s), OP(s,t), or DP(s,u) with C a class, OP an object property, DP a data property, s and t individuals or some variable x_{j}, and u a literal or some variable y_{j}.
The following inference problems are often considered in practice.
Ontology Consistency: O is consistent (or satisfiable) w.r.t. D if a model of O w.r.t. D and V exists.
Ontology Entailment: O entails O_{1} w.r.t. D if every model of O w.r.t. D and V is also a model of O_{1} w.r.t. D and V.
Ontology Equivalence: O and O_{1} are equivalent w.r.t. D if O entails O_{1} w.r.t. D and O_{1} entails O w.r.t. D.
Ontology Equisatisfiability: O and O_{1} are equisatisfiable w.r.t. D if O is satisfiable w.r.t. D if and only if O_{1} is satisfiable w.r.t D.
Class Expression Satisfiability: CE is satisfiable w.r.t. O and D if a model Int = ( Δ_{Int} , Δ_{D} , ⋅ ^{C} , ⋅ ^{OP} , ⋅ ^{DP} , ⋅ ^{I} , ⋅ ^{DT} , ⋅ ^{LT} , ⋅ ^{FA} ) of O w.r.t. D and V exists such that (CE)^{C} ≠ ∅.
Class Expression Subsumption: CE_{1} is subsumed by a class expression CE_{2} w.r.t. O and D if (CE_{1})^{C} ⊆ (CE_{2})^{C} for each model Int = ( Δ_{Int} , Δ_{D} , ⋅ ^{C} , ⋅ ^{OP} , ⋅ ^{DP} , ⋅ ^{I} , ⋅ ^{DT} , ⋅ ^{LT} , ⋅ ^{FA} ) of O w.r.t. D and V.
Instance Checking: a is an instance of CE w.r.t. O and D if (a)^{I} ∈ (CE)^{C} for each model Int = ( Δ_{Int} , Δ_{D} , ⋅ ^{C} , ⋅ ^{OP} , ⋅ ^{DP} , ⋅ ^{I} , ⋅ ^{DT} , ⋅ ^{LT} , ⋅ ^{FA} ) of O w.r.t. D and V.
Boolean Conjunctive Query Answering: Q is an answer w.r.t. O and D if Q is true in each model of O w.r.t. D and V.
In order to ensure that ontology entailment, class expression satisfiability, class expression subsumption, and instance checking are decidable, the following restriction w.r.t. O needs to be satisfied:
Each class expression of type MinObjectCardinality, MaxObjectCardinality, ExactObjectCardinality, and ObjectHasSelf that occurs in O_{1}, CE, CE_{1}, and CE_{2} can contain only object property expressions that are simple in the axiom closure Ax of O.
For ontology equivalence to be decidable, O_{1} needs to satisfy this restriction w.r.t. O and vice versa. These restrictions are analogous to the first condition from Section 11.2 of the OWL 2 Specification [OWL 2 Specification].
The semantics of OWL 2 has been defined in such a way that the semantics of an OWL 2 ontology O does not depend on the choice of a datatype map, as long as the datatype map chosen contains all the datatypes occurring in O. This statement is made precise by the following theorem, which has several useful consequences:
Theorem DS1. Let O_{1} and O_{2} be OWL 2 ontologies over a vocabulary V and D = ( N_{DT} , N_{LS} , N_{FS} , ⋅ ^{DT} , ⋅ ^{LS} , ⋅ ^{FS} ) a datatype map such that each datatype mentioned in O_{1} and O_{2} is either rdfs:Literal or it occurs in N_{DT}. Furthermore, let D' = ( N_{DT}' , N_{LS}' , N_{FS}' , ⋅ ^{DT '} , ⋅ ^{LS '} , ⋅ ^{FS '} ) be a datatype map such that N_{DT} ⊆ N_{DT}', N_{LS}(DT) = N_{LS}'(DT), and N_{FS}(DT) = N_{FS}'(DT) for each DT ∈ N_{DT}, and ⋅ ^{DT '}, ⋅ ^{LS '}, and ⋅ ^{FS '} are extensions of ⋅ ^{DT}, ⋅ ^{LS}, and ⋅ ^{FS}, respectively. Then, O_{1} entails O_{2} w.r.t. D if and only if O_{1} entails O_{2} w.r.t. D'.
Proof. Without loss of generality, one can assume O_{1} and O_{2} to be in negation-normal form [Description Logics]. The claim of the theorem is equivalent to the following statement: an interpretation Int w.r.t. D and V exists such that O_{1} is and O_{2} is not satisfied in Int if and only if an interpretation Int' w.r.t. D' and V exists such that O_{1} is and O_{2} is not satisfied in Int'. The (⇐) direction is trivial since each interpretation Int w.r.t. D' and V is also an interpretation w.r.t. D and V. For the (⇒) direction, assume that an interpretation Int = ( Δ_{Int} , Δ_{D} , ⋅ ^{C} , ⋅ ^{OP} , ⋅ ^{DP} , ⋅ ^{I} , ⋅ ^{DT} , ⋅ ^{LT} , ⋅ ^{FA} ) w.r.t. D and V exists such that O_{1} is and O_{2} is not satisfied in Int. Let Int' = ( Δ_{Int} , Δ_{D}' , ⋅ ^{C '} , ⋅ ^{OP} , ⋅ ^{DP '} , ⋅ ^{I} , ⋅ ^{DT '} , ⋅ ^{LT '} , ⋅ ^{FA '} ) be an interpretation such that
Clearly, ComplementOf( DR )^{DT} ⊆ ComplementOf( DR )^{DT '} for each data range DR that is is either a datatype, a datatype restriction, or an enumerated data range. The owl:topDataProperty property can occur in O_{1} and O_{2} only in tautologies. The interpretation of all other data properties is the same in Int and Int', so (CE)^{C} = (CE)^{C '} for each class expression CE occurring in O_{1} and O_{2}. Therefore, O_{1} is and O_{2} is not satisfied in Int'. QED
The starting point for the development of OWL 2 was the OWL1.1 member submission, itself a result of user and developer feedback, and in particular of information gathered during the OWL Experiences and Directions (OWLED) Workshop series. The working group also considered postponed issues from the WebOnt Working Group.
This document is the product of the OWL Working Group (see below) whose members deserve recognition for their time and commitment. The editors extend special thanks to Markus Krötzsch (FZI), Michael Schneider (FZI) and Thomas Schneider (University of Manchester) for their thorough reviews.
The regular attendees at meetings of the OWL Working Group at the time of publication of this document were: Jie Bao (RPI), Diego Calvanese (Free University of Bozen-Bolzano), Bernardo Cuenca Grau (Oxford University), Martin Dzbor (Open University), Achille Fokoue (IBM Corporation), Christine Golbreich (Université de Versailles St-Quentin), Sandro Hawke (W3C/MIT), Ivan Herman (W3C/ERCIM), Rinke Hoekstra (University of Amsterdam), Ian Horrocks (Oxford University), Elisa Kendall (Sandpiper Software), Markus Krötzsch (FZI), Carsten Lutz (Universität Bremen), Boris Motik (Oxford University), Jeff Pan (University of Aberdeen), Bijan Parsia (University of Manchester), Peter F. Patel-Schneider (Bell Labs Research, Alcatel-Lucent), Alan Ruttenberg (Science Commons), Uli Sattler (University of Manchester), Michael Schneider (FZI), Mike Smith (Clark & Parsia), Evan Wallace (NIST), and Zhe Wu (Oracle Corporation). We would also like to thank past members of the working group: Jeremy Carroll, Jim Hendler and Vipul Kashyap.