Semantics empowered Web 3.0: managing enterprise, social, sensor, and cloud-based data and services for advanced applications
Gespeichert in:
| Hauptverfasser: | , |
|---|---|
| Format: | Buch |
| Sprache: | English |
| Veröffentlicht: |
[San Rafael, Calif.]
Morgan & Claypool Publ.
2013
|
| Schriftenreihe: | Synthesis lectures on data management
31 |
| Schlagworte: | |
| Online-Zugang: | Inhaltsverzeichnis |
| Beschreibung: | Literaturverz. S. 141 - 157 |
| Beschreibung: | XVI, 159 S. Ill., graph. Darst. |
| ISBN: | 9781608457168 |
Internformat
MARC
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| 245 | 1 | 0 | |a Semantics empowered Web 3.0 |b managing enterprise, social, sensor, and cloud-based data and services for advanced applications |c Amit Sheth ; Krishnaprasad Thirunarayan |
| 264 | 1 | |a [San Rafael, Calif.] |b Morgan & Claypool Publ. |c 2013 | |
| 300 | |a XVI, 159 S. |b Ill., graph. Darst. | ||
| 336 | |b txt |2 rdacontent | ||
| 337 | |b n |2 rdamedia | ||
| 338 | |b nc |2 rdacarrier | ||
| 490 | 1 | |a Synthesis lectures on data management |v 31 | |
| 500 | |a Literaturverz. S. 141 - 157 | ||
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| 650 | 0 | 7 | |a World Wide Web 3.0 |0 (DE-588)1031634185 |2 gnd |9 rswk-swf |
| 689 | 0 | 0 | |a World Wide Web 3.0 |0 (DE-588)1031634185 |D s |
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Datensatz im Suchindex
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| adam_text | СоШеШѕ
Preface
..................................................................xv
1
Role of Semantics and Metadata
............................................1
1.1
Web
1.0,
Web
2.0,
Web
3.0.............................................. 3
2
Types and Models of Semantics
........................................... 11
2.1
Types of Semantics
.................................................... 12
2.1.1
Implicit Semantics
............................................... 13
2.1.2
Formal Semantics
............................................... 13
2.1.3
Powerful (Soft) Semantics
........................................ 14
2.2
Applications and Types of Semantics they Exploit
.......................... 16
2.2.1
Retrieval Applications: Information vs. Data
......................... 16
2.2.2
Data Mining Applications
........................................ 17
2.2.3
Analytical Applications
........................................... 18
2.3
Models of Semantics
................................................... 18
2.3.1
Prescriptive Approaches Summary
................................. 18
2.3.2
Descriptive Approaches Summary
................................. 22
2.4
Ontology and Ontology Development
.................................... 27
2.4.1
What is an Ontology?
............................................ 27
2.4.2
How do we Develop an Ontology?
................................. 29
2.4.3
Class vs. Property (Attribute/Relationship)
.......................... 31
2.4.4
Class vs. Instance
................................................ 32
2.5
A Word about Practice
................................................. 32
3
Annotation
—
Adding Semantics to Data
................................... 35
3.1
Different Forms of Data and their Semantics
.............................. 36
3.1.1
Unstructured Data
............................................... 36
3.1.2
Semi-Structured Data
............................................ 37
3.1.3
Structured Data
................................................. 37
3.1.4
Multimedia Data
................................................ 37
3.2
Role of Semantic Metadata
............................................. 38
3.3
Approaches to Adding Semantics to Data
................................. 39
3.3.1
Microformats
................................................... 39
3.3.2
XLink and Model Reference
...................................... 40
3.3.3
RDFa
.......................................................... 42
3.3.4 Microdata...................................................... 44
3.3.5 SA-REST: Semantically
Enhancing RESTful Services and Resources
... 45
3.3.6
A Standards-based Approach to Specifying Extraction of RDF Triples
.. 48
3.3.7
Summing it ALL Up
............................................ 48
Semantics for Enterprise Data
............................................49
4.1
Nature of Enterprise Content and Processing
..............................49
4.2
Role of Semantics in the Enterprise
......................................50
4.3
Creation of Semantic Metadata: Models and Annotations
...................51
4.3.1
Linking Enterprise Data
..........................................55
4.3.2
Semantic Metadata in eScience
....................................56
4.3.3
Semantic Techniques in eScience
..................................57
4.4
Examples of Semantic Enterprise Applications
.............................58
Semantics for Services
...................................................63
5.1
Nature of Web Services
.................................................63
5.2
Role of Semantics in Web Services
.......................................66
5.3
Creation of Semantic Metadata: Models and Annotations
...................69
5.3.1
Top-down Approach Exemplified
..................................70
5.3.2
Bottom-up Approach Exemplified
.................................72
5.4
Example Applications of Semantically Annotated Web Services
..............78
Semantics for Sensor Data
................................................ ·*
6.1
Nature of Sensor Data
..................................................84
6.2
Role of Semantics in Sensor Networks: Space, Time, and Theme
.............
°^
6.3
Creation of Semantic Metadata: Models and Annotations
...................
°
6.3.1
Semantic Annotation
............................................
°
6.3.2
Ontologies
.....................................................
88
6.3.3
Semantic Sensor Network Ontology
...............................
on
6.3.4
Rule-based Reasoning
............................................
w
on
6.3.5
Querying Semantic Sensor Web
...................................
6.4
Examples of Semantic Applications
......................................
χω
7
Semantics for Social Data
................................................ 99
7.1
Nature of Social Data
................................................. 100
7.2
Role of Semantics in Social Media
...................................... 101
7.3
Creation/Application of Semantic Metadata: Models and Annotations
....... 102
7.3.1
Disambiguating Entity Mentions
................................. 102
7.3.2
Identifying Entities
............................................. 103
7.3.3
Robustness with Respect to Off-topic Noise
........................ 103
7.3.4
Analyzing User Comments
...................................... 103
7.3.5
Aggregating Attention Metadata
................................. 105
7.3.6
Annotating and Reasoning with Social Media
...................... 106
7.3.7
The BBC
Soundindex
Application
................................ 106
7.3.8
Harnessing Twitter: Twitris and Twarql Applications
................ 109
8
Semantics for Cloud Computing
......................................... 115
8.1
Nature of Cloud Services
.............................................. 115
8.2
Role of Semantic Modeling in Cloud Computing
......................... 117
8.3
Creation and Application of Semantic Metadata: Models and Annotations
.... 120
8.3.1
Semantics for Logical and Process Portability
....................... 120
8.3.2
Semantics for Data Modeling
.................................... 121
8.3.3
Semantics for Service Enrichment
................................ 122
8.4
Examples of Applications
.............................................. 123
9
Semantics for Advanced Applications
..................................... 127
9.1
Robust Integration of Sensors Data: Reconciling Semantic Heterogeneity
.... 127
9.2
Spatio-temporal Slicing and Thematic Filtering: Achieving Scalability
....... 133
9.3
Dynamic Model Creation and Update: Continuous Semantics
.............. 135
9.4
Role of Semantics in Web of Things (Cyber-Physical Systems)
.............. 138
9.4.1
Semantics Empowered Physical-Cyber- Social Systems
............... 139
Bibliography
........................................................... 141
Authors Biographies
................................................... 159
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| id | DE-604.BV040879976 |
| illustrated | Illustrated |
| indexdate | 2024-07-10T00:34:32Z |
| institution | BVB |
| isbn | 9781608457168 |
| language | English |
| oai_aleph_id | oai:aleph.bib-bvb.de:BVB01-025859763 |
| oclc_num | 844037371 |
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| physical | XVI, 159 S. Ill., graph. Darst. |
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| series | Synthesis lectures on data management |
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| spelling | Sheth, Amit 1959- Verfasser (DE-588)133943887 aut Semantics empowered Web 3.0 managing enterprise, social, sensor, and cloud-based data and services for advanced applications Amit Sheth ; Krishnaprasad Thirunarayan [San Rafael, Calif.] Morgan & Claypool Publ. 2013 XVI, 159 S. Ill., graph. Darst. txt rdacontent n rdamedia nc rdacarrier Synthesis lectures on data management 31 Literaturverz. S. 141 - 157 Semantic Web (DE-588)4688372-1 gnd rswk-swf World Wide Web 3.0 (DE-588)1031634185 gnd rswk-swf World Wide Web 3.0 (DE-588)1031634185 s Semantic Web (DE-588)4688372-1 s DE-604 Thirunarayan, Krishnaprasad Verfasser aut Erscheint auch als Online-Ausgabe 978-1-60845-717-5 Synthesis lectures on data management 31 (DE-604)BV036766043 31 Digitalisierung UB Bayreuth application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=025859763&sequence=000002&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis |
| spellingShingle | Sheth, Amit 1959- Thirunarayan, Krishnaprasad Semantics empowered Web 3.0 managing enterprise, social, sensor, and cloud-based data and services for advanced applications Synthesis lectures on data management Semantic Web (DE-588)4688372-1 gnd World Wide Web 3.0 (DE-588)1031634185 gnd |
| subject_GND | (DE-588)4688372-1 (DE-588)1031634185 |
| title | Semantics empowered Web 3.0 managing enterprise, social, sensor, and cloud-based data and services for advanced applications |
| title_auth | Semantics empowered Web 3.0 managing enterprise, social, sensor, and cloud-based data and services for advanced applications |
| title_exact_search | Semantics empowered Web 3.0 managing enterprise, social, sensor, and cloud-based data and services for advanced applications |
| title_full | Semantics empowered Web 3.0 managing enterprise, social, sensor, and cloud-based data and services for advanced applications Amit Sheth ; Krishnaprasad Thirunarayan |
| title_fullStr | Semantics empowered Web 3.0 managing enterprise, social, sensor, and cloud-based data and services for advanced applications Amit Sheth ; Krishnaprasad Thirunarayan |
| title_full_unstemmed | Semantics empowered Web 3.0 managing enterprise, social, sensor, and cloud-based data and services for advanced applications Amit Sheth ; Krishnaprasad Thirunarayan |
| title_short | Semantics empowered Web 3.0 |
| title_sort | semantics empowered web 3 0 managing enterprise social sensor and cloud based data and services for advanced applications |
| title_sub | managing enterprise, social, sensor, and cloud-based data and services for advanced applications |
| topic | Semantic Web (DE-588)4688372-1 gnd World Wide Web 3.0 (DE-588)1031634185 gnd |
| topic_facet | Semantic Web World Wide Web 3.0 |
| url | http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=025859763&sequence=000002&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA |
| volume_link | (DE-604)BV036766043 |
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