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|Additional Physical Format:||Print version:
Semantics Empowered Web 3.0 : Managing Enterprise, Social, Sensor, and Cloud-based Data and Services for Advanced Applications.
San Rafael : Morgan & Claypool Publishers, ©2012
|Material Type:||Document, Internet resource|
|Document Type:||Internet Resource, Computer File|
|All Authors / Contributors:||
Amit Sheth; Krishnaprasad Thirunarayan
|Notes:||Semantics Empowered Physical-Cyber-Social Systems.|
|Description:||1 online resource (177 pages).|
|Contents:||Preface; Role of Semantics and Metadata; Web 1.0, Web 2.0, Web 3.0; Types and Models of Semantics; Types of Semantics; Implicit Semantics; Formal Semantics; Powerful (Soft) Semantics; Applications and Types of Semantics they Exploit; Retrieval Applications: Information vs. Data; Data Mining Applications; Analytical Applications; Models of Semantics; Prescriptive Approaches Summary; Descriptive Approaches Summary; Ontology and Ontology Development; What is an Ontology?; How do we Develop an Ontology?; Class vs. Property (Attribute/Relationship); Class vs. Instance; A Word about Practice. Annotation-Adding Semantics to DataDifferent Forms of Data and their Semantics; Unstructured Data; Semi-Structured Data; Structured Data; Multimedia Data; Role of Semantic Metadata; Approaches to Adding Semantics to Data; Microformats; XLink and Model Reference; RDFa; Microdata; SA-REST: Semantically Enhancing RESTful Services and Resources; A Standards-based Approach to Specifying Extraction of RDF Triples; Summing it ALL Up; Semantics for Enterprise Data; Nature of Enterprise Content and Processing; Role of Semantics in the Enterprise; Creation of Semantic Metadata: Models and Annotations. Linking Enterprise DataSemantic Metadata in eScience; Semantic Techniques in eScience; Examples of Semantic Enterprise Applications; Semantics for Services; Nature of Web Services; Role of Semantics in Web Services; Creation of Semantic Metadata: Models and Annotations; Top-down Approach Exemplified; Bottom-up Approach Exemplified; Example Applications of Semantically Annotated Web Services; Semantics for Sensor Data; Nature of Sensor Data; Role of Semantics in Sensor Networks: Space, Time, and Theme; Creation of Semantic Metadata: Models and Annotations; Semantic Annotation; Ontologies. Semantic Sensor Network OntologyRule-based Reasoning; Querying Semantic Sensor Web; Examples of Semantic Applications; Semantics for Social Data; Nature of Social Data; Role of Semantics in Social Media; Creation/Application of Semantic Metadata: Models and Annotations; Disambiguating Entity Mentions; Identifying Entities; Robustness with Respect to Off-topic Noise; Analyzing User Comments; Aggregating Attention Metadata; Annotating and Reasoning with Social Media; The BBC SoundIndex Application; Harnessing Twitter: Twitris and Twarql Applications; Semantics for Cloud Computing. Nature of Cloud ServicesRole of Semantic Modeling in Cloud Computing; Creation and Application of Semantic Metadata: Models and Annotations; Semantics for Logical and Process Portability; Semantics for Data Modeling; Semantics for Service Enrichment; Examples of Applications; Semantics for Advanced Applications; Robust Integration of Sensors Data: Reconciling Semantic Heterogeneity; Spatio-temporal Slicing and Thematic Filtering: Achieving Scalability; Dynamic Model Creation and Update: Continuous Semantics; Role of Semantics in Web of Things (Cyber-Physical Systems).|
|Series Title:||Synthesis lectures on data management.|