Ontology-Related Markup Languages in Java

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Ontology-Related Markup Languages
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XML (Schema)
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Namespace Namespace anchors
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xmlns:<label> xmlns:xsd = www.w3.org/2001/ XMLSchema
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Ontology reference
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Ontology may be an XML schema
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Classes Properties Inheritance Range
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No classes only Elements No properties only Types Subtypes Global, local
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Domain Cardinality Datatypes Enumeration of property values Ordering Bounding Transitive Negation Disjunction Class membership
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Element where de ned minOccurs, maxOccurs Numeric, temporal, string Use the <enumeration> tag
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<sequence> tag Not inherent Not inherent Not inherent <union> tag <unique> tag
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RADIO XML
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Thus, RKRL offers the following constructs: RXML 1. 2. 3. 4. 5. <Tag/> Body Models Context Source Web Languages Identi er Statements Relationships such as isa Similar to namespace, but space time annotated Web languages use namespace to attribute knowledge to sources No equivalent; not concerned with concrete complexity
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6. Resources 12.5.1
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Elements of RXML
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RXML includes the following: 1. A <Tag/>ed XML syntax using <Tag/>s as scoping operators for frames. 2. Lexical semantic models of time, space, entities, and communications among entities. 3. Entities (people, places, and things) occupy subsets of physical (Space Time). 4. An initial set of knowledge, the CRA <Self/> with representation sets, de nitions, conceptual models, and radio-domain models including the AACR functional architecture, and the cognition cycle 5. Mechanisms for extending the lexical semantics, modifying and extending RXML. 12.5.2 RXML Syntax
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In RXML each <Tag/> is a schema-schema, and its uses specify the classes of data structure that may be derived from the tag. In other words, each tag is both a syntactic device for tagging content and an ontological primitive that makes statements about the role of that which is tagged in radio ontology of the CRA <Self/> to which each such AACR subscribes. Each <Tag> that delimits a <Body/> of content </Tag> speci es a <Frame/>, a computational structure within which names, objects, procedures, assertions, logic, states, references, and other computational necessities may be constrained without distorting the semantics of the <Self/>, <RF/>, or <User/> domains of the CRA. Models expressed in RXML specify the relationships among tagged elements in the body of a frame. The body may function as predicates, neural networks, if then rules, CBR cases, and so on depending on how the frame is interpreted. These dynamic semantics also may be de ned with <Tag/>s.
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SEMANTIC RADIO
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A <Context/> is a path to the root of RXML s universal ontology. All context roots originate with the string RXML. This speci es that this frame belongs to RXML. The context root is a path from RXML to the frame through set membership (via contains) in the microworlds hierarchy. Context also includes the source of the material in the frame (e.g., the author) and the time and place at which the content of the frame was generated. This additional metalevel frame context supports machine reasoning about the validity of the frame. If the frame is out of date or was provided by a deprecated source, the cognitive agent can take appropriate action to update the frame. A <Resource/> speci es software-radio-domain computational resources (e.g., processing time, computational capacity, memory, and/or interconnect bandwidth). This metalevel knowledge supports machine reasoning about the computational resources needed to accomplish a task. For example, the resources associated with an equalizer could specify the time within which the equalizer should converge [327]. The CR can apply computational constraints by setting a watchdog timer before invoking a procedure. Resources need not be computational. Frames concerned with antennas, for example, might specify the maximum RF power as a <Resource/> that can be supplied to the antenna. Without such <Resource/> constraints, CR could not reliably reason introspectively about changes to the <Self/> like downloads. 12.5.3 Heterogeneous Skills in RXML In most software systems, knowledge and reasoning are represented homogeneously. All rule bases use rules, predicate calculus systems use Horn clauses, typically interpreted by a PROLOG engine, and CBR systems tend to use databases. Object-oriented technology makes it easy to employ multiple representations for the same information by attaching alternate representations to the object s slots. But C+, Java objects, and C++ objects are all declared differently. RXML s <Model/> primitive tags such expressions for interpretation by the appropriate compiler. The language-independent representation of the set-theoretic and model structure of such objects is mappable to any of them. RXML thus supports heterogeneous knowledge representation as illustrated in Figure 12-1. Frames may incorporate one of the following model classes: Model Class Ontological (e.g., Scope, Contains, Set) Natural language (e.g., De nition) Axiomatic (e.g., Time, Now, Place, Location Predicates, Horn Clauses) Stimulus response (the default interpretation) Reserved (e.g., Excel, Outlook, OPRs) Interpretation Mechanism Set-theoretic tools Human ASR, or VoiceXML interpretation PROLOG, Rule-interpreters serModel, neural networks, sums Associated proprietary tool
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