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8/10/2019 Semantic Web Purpose and Challenges- Wiki Page
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W3C's Semantic Web logo
Semantic WebFrom Wikipedia, the free encyclopedia
The Semantic Web is a collaborative movement led byinternational st andards body the Wor ld Wide Web Consortium(W3C). [1] The standard promotes common data formats on theWorld Wi de Web. By enco uraging the inclusion of semantic contentin web pages, t he Semantic Web aims at co nverting the current web,dominated by u nstructured a nd semi-structured documents into a"web of d ata". The Semantic Web stack builds on the W3C's Resource Description Framework (RDF). [2]
According to th e W3C, " The Semantic Web provides a common framework that allows data to be sharedand reused acro ss application, enterpr ise, and community boundaries". [2] The term was coined by TimBerners-Lee for a web of data that can be processed by machines. [3]
While its critics h ave questioned its feasibility, proponents argue that applications in industry, biology and
human sciences research have already proven the validity of the original concept. Scholars have exploredthe social potential of the semantic web in the business and health sectors, and for social networking. [4]
The original 2001 Scientific American article by Berners-Lee, Hendler, and Lassila described an expectedevolution of the existing Web to a Semantic Web, [5] but this has yet to happen. In 2006, Berners-Lee andcolleagues stated th at: "This simple idea...remains larg ely un reali zed". [6]
Contents
1 History
2 Purpose
2.1 Limitations of HTML
2.2 Semantic Web solutions
2.3 Web 3.0
3 Challe nges
4 Standards
4.1 Components4.2 Current state of standardization
5 Skeptical reactions
5.1 Practical feasibility
5.2 Censorship and privacy
5.3 Doubling output formats
6 Projects
6.1 DBpedia
http://en.wikipedia.org/wiki/Scientific_Americanhttp://en.wikipedia.org/wiki/James_Hendlerhttp://en.wikipedia.org/wiki/Ora_Lassilahttp://en.wikipedia.org/wiki/Ora_Lassilahttp://en.wikipedia.org/wiki/Tim_Berners-Leehttp://en.wikipedia.org/wiki/Web_pagehttp://en.wikipedia.org/wiki/Standards_organizationhttp://en.wikipedia.org/wiki/File:Sw-horz-w3c.pnghttp://en.wikipedia.org/wiki/James_Hendlerhttp://en.wikipedia.org/wiki/Ora_Lassilahttp://en.wikipedia.org/wiki/Tim_Berners-Leehttp://en.wikipedia.org/wiki/World_Wide_Web_Consortiumhttp://en.wikipedia.org/wiki/Standards_organizationhttp://en.wikipedia.org/wiki/World_Wide_Webhttp://en.wikipedia.org/wiki/Semanticshttp://en.wikipedia.org/wiki/Resource_Description_Frameworkhttp://en.wikipedia.org/wiki/Scientific_Americanhttp://en.wikipedia.org/wiki/Web_contenthttp://en.wikipedia.org/wiki/Web_page8/10/2019 Semantic Web Purpose and Challenges- Wiki Page
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6.2 FOAF
6.3 SIOC
6.4 GoPubMed
6.5 eagle-i.net
6.6 NextBio
7 See also
8 References
9 Further reading
10 External links
History
The concept of the Semantic Network Model was formed in the early 1960s by the cognitive scientist Allan
M. Collins, linguist M. Ross Quillian and psychologist Elizabeth F. Loftus in various publications, [7][8][9][10][11] as a form to represent semantically structured knowledge. When applied in thecontext of the modern internet, it extends the network of hyperlinked human-readable web pages byinserting machine-readable metadata about pages and how they are related to each other. This enablesautomated agents to access the Web more intelligently and perform more tasks on behalf of users. The term"Semantic Web" was coined by Tim Berners-Lee, [3] the inventor of the World Wide Web and director of the World Wide Web Consortium ("W3C"), which oversees the development of proposed Semantic Webstandards. He defines the Semantic Web as "a web of data that can be processed directly and indirectly bymachines".
Many of the technologies proposed by the W3C already existed before they were positioned under the W3Cumbrella. These are used in various contexts, particularly those dealing with information that encompassesa limited and defined domain, and where sharing data is a common necessity, such as scientific research or data exchange among businesses. In addition, other technologies with similar goals have emerged, such asmicroformats.
Purpose
The main purpose of the Semantic Web is driving the evolution of the current Web by enabling users tofind, share, and combine information more easily. Humans are capable of using the Web to carry out taskssuch as finding the German translation for "eight days", reserving a library book, and searching for thelowest price for a DVD. However, machines cannot accomplish all of these tasks without human direction,
because web pages are designed to be read by people, not machines. The semantic web is a vision of information that can be readily interpreted by machines, so machines can perform more of the tedious work involved in finding, combining, and acting upon information on the web. It uses metadata as well.
The Semantic Web, as originally envisioned, is a system that enables machines to "understand" and respondto complex human requests based on their meaning. Such an "understanding" requires that the relevantinformation sources be semantically structured.
http://en.wikipedia.org/w/index.php?title=M._Ross_Quillian&action=edit&redlink=1http://en.wikipedia.org/wiki/Metadatahttp://en.wikipedia.org/wiki/Hyperlinkhttp://en.wikipedia.org/wiki/World_Wide_Web_Consortiumhttp://en.wikipedia.org/wiki/Machine#Computing_machineshttp://en.wikipedia.org/wiki/Elizabeth_F._Loftushttp://en.wikipedia.org/wiki/W3Chttp://en.wikipedia.org/wiki/Microformathttp://en.wikipedia.org/wiki/Allan_M._Collinshttp://en.wikipedia.org/wiki/Web_pages8/10/2019 Semantic Web Purpose and Challenges- Wiki Page
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Tim Berners-Lee originally expressed the vision of the Semantic Web as follows:
I have a dream for the Web [in which computers] become capable of analyzing all the data onthe Web the content, links, and transactions between people and computers. A "SemanticWeb", which makes this possible, has yet to emerge, but when it does, the day-to-daymechanisms of trade, bureaucracy and our daily lives will be handled by machines talking tomachines. The "intelligent agents" people have touted for ages will finally materialize. [12]
The Semantic Web is regarded as an integrator across different content, information applications andsystems. It has applications in publishing, blogging, and many other areas.
Often the terms "semantics", "metadata", "ontologies", and "Semantic Web" are used inconsistently. In particular, these terms are used as everyday terminology by researchers and practitioners, spanning a vastlandscape of different fields, technologies, concepts and application areas. Furthermore, there is confusionwith regard to the current status of the enabling technologies envisioned to realize the Semantic Web.Gerber, Barnard, and Van der Merwe chart the Semantic Web landscape and provide a brief summary of
related terms and enabling technologies in a paper. [13] The architectural model proposed by Tim Berners-Lee is used as basis to present a status model that reflects current and emerging technologies. [14]
Limitations of HTML
Many files on a typical computer can also be loosely divided into human readable documents and machinereadable data. Documents like mail messages, reports, and brochures are read by humans. Data, likecalendars, addressbooks, playlists, and spreadsheets are presented using an application program which letsthem be viewed, searched and combined.
Currently, the World Wide Web is based mainly on documents written in Hypertext Markup Language(HTML), a markup convention that is used for coding a body of text interspersed with multimedia objectssuch as images and interactive forms. Metadata tags provide a method by which computers can categorisethe content of web pages, for example:
With HTML and a tool to render it (perhaps web browser software, perhaps another user agent), one cancreate and present a page that lists items for sale. The HTML of this catalog page can make simple,document-level assertions such as "this document's title is 'Widget Superstore' ", but there is no capabilitywithin the HTML itself to assert unambiguously that, for example, item number X586172 is an AcmeGizmo with a retail price of 199, or that it is a consumer product. Rather, HTML can only say that thespan of text "X586172" is something that should be positioned near "Acme Gizmo" and "199", etc. Thereis no way to say "this is a catalog" or even to establish that "Acme Gizmo" is a kind of title or that "199" isa price. There is also no way to express that these pieces of information are bound together in describing adiscrete item, distinct from other items perhaps listed on the page.
http://en.wikipedia.org/wiki/HTMLhttp://en.wikipedia.org/wiki/Hypertext_Markup_Languagehttp://en.wikipedia.org/wiki/Metadatahttp://en.wikipedia.org/wiki/Intelligent_agenthttp://en.wikipedia.org/wiki/Web_browserhttp://en.wikipedia.org/wiki/Datahttp://en.wikipedia.org/wiki/Ontology_(information_science)http://en.wikipedia.org/wiki/Semanticshttp://en.wikipedia.org/wiki/User_agenthttp://en.wikipedia.org/wiki/Document8/10/2019 Semantic Web Purpose and Challenges- Wiki Page
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Semantic HTML refers to the traditional HTML practice of markup following intention, rather thanspecifying layout details directly. For example, the use of denoting "emphasis" rather than , whichspecifies italics. Layout details are left up to the browser, in combination with Cascading Style Sheets. Butthis practice falls short of specifying the semantics of objects such as items for sale or prices.
Microformats extend HTML syntax to create machine-readable semantic markup about objects including people, organisations, events and products. [15] Similar initiatives include RDFa, Microdata and Schema.org.
Semantic Web solutions
The Semantic Web takes the solution further. It involves publishing in languages specifically designed for data: Resource Description Framework (RDF), Web Ontology Language (OWL), and Extensible MarkupLanguage (XML). HTML describes documents and the links between them. RDF, OWL, and XML, bycontrast, can describe arbitrary things such as people, meetings, or airplane parts.
These technologies are combined in order to provide descriptions that supplement or replace the content of Web documents. Thus, content may manifest itself as descriptive data stored in Web-accessible
databases,[16]
or as markup within documents (particularly, in Extensible HTML (XHTML) interspersedwith XML, or, more often, purely in XML, with layout or rendering cues stored separately). The machine-readable descriptions enable content managers to add meaning to the content, i.e., to describe the structureof the knowledge we have about that content. In this way, a machine can process knowledge itself, insteadof text, using processes similar to human deductive reasoning and inference, thereby obtaining moremeaningful results and helping computers to perform automated information gathering and research.
An example of a tag that would be used in a non-semantic web page:
blog
Encoding similar information in a semantic web page might look like this:
Semantic Web
Tim Berners-Lee calls the resulting network of Linked Data the Giant Global Graph, in contrast to theHTML-based World Wide Web. Berners-Lee posits that if the past was document sharing, the future is datasharing. His answer to the question of "how" provides three points of instruction. One, a URL should pointto the data. Two, anyone accessing the URL should get data back. Three, relationships in the data should
point to additional URLs with data.
Web 3.0
Tim Berners-Lee has described the semantic web as a component of "Web 3.0". [17]
http://en.wikipedia.org/wiki/RDFahttp://en.wikipedia.org/wiki/Tim_Berners-Leehttp://en.wikipedia.org/wiki/Cascading_Style_Sheetshttp://en.wikipedia.org/wiki/Deductive_reasoninghttp://en.wikipedia.org/wiki/Microdata_(HTML)http://en.wikipedia.org/wiki/Schema.orghttp://en.wikipedia.org/wiki/Databasehttp://en.wikipedia.org/wiki/XMLhttp://en.wikipedia.org/wiki/Inferencehttp://en.wikipedia.org/wiki/Web_Ontology_Languagehttp://en.wikipedia.org/wiki/Researchhttp://en.wikipedia.org/wiki/Resource_Description_Frameworkhttp://en.wikipedia.org/wiki/Microformathttp://en.wikipedia.org/wiki/Semantic_HTMLhttp://en.wikipedia.org/wiki/XHTMLhttp://en.wikipedia.org/wiki/Machine-readable_datahttp://en.wikipedia.org/wiki/World_Wide_Webhttp://en.wikipedia.org/wiki/Linked_Datahttp://en.wikipedia.org/wiki/Giant_Global_Graphhttp://en.wikipedia.org/wiki/Italics8/10/2019 Semantic Web Purpose and Challenges- Wiki Page
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People keep asking what Web 3.0 is. I think maybe when you've got an overlay of scalablevector graphics everything rippling and folding and looking misty on Web 2.0 and access toa semantic Web integrated across a huge space of data, you'll have access to an unbelievabledata resource ...
Tim Berners-Lee, 2006
"Semantic Web" is sometimes used as a synonym for "Web 3.0", [18] though each term's definition varies.
Challenges
Some of the challenges for the Semantic Web include vastness, vagueness, uncertainty, inconsistency, anddeceit. Automated reasoning systems will have to deal with all of these issues in order to deliver on the
promise of the Semantic Web.
Vastness: The World Wide Web contains many billions of pages
(http://www.worldwidewebsize.com/). The SNOMED CT medical terminology ontology alonecontains 370,000 class names, and existing technology has not yet been able to eliminate all
semantically duplicated terms. Any automated reasoning system will have to deal with truly huge
inputs.
Vagueness: These are imprecise concepts like "young" or "tall". This arises from the vagueness of
user queries, of concepts represented by content providers, of matching query terms to provider terms
and of trying to combine different knowledge bases with overlapping but subtly different concepts.
Fuzzy logic is the most common technique for dealing with vagueness.
Uncertainty: These are precise concepts with uncertain values. For example, a patient might present a
set of symptoms which correspond to a number of different distinct diagnoses each with a different
probability. Probabilistic reasoning techniques are generally employed to address uncertainty.
Inconsistency: These are logical contradictions which will inevitably arise during the development of
large ontologies, and when ontologies from separate sources are combined. Deductive reasoning fails
catastrophically when faced with inconsistency, because "anything follows from a contradiction".
Defeasible reasoning and paraconsistent reasoning are two techniques which can be employed to deal
with inconsistency.Deceit: This is when the producer of the information is intentionally misleading the consumer of the
information. Cryptography techniques are currently utilized to alleviate this threat.
This list of challenges is illustrative rather than exhaustive, and it focuses on the challenges to the "unifyinglogic" and "proof" layers of the Semantic Web. The World Wide Web Consortium (W3C) Incubator Groupfor Uncertainty Reasoning for the World Wide Web (URW3-XG) final report(http://www.w3.org/2005/Incubator/urw3/XGR-urw3-20080331/) lumps these problems together under the
http://en.wikipedia.org/wiki/Web_2.0http://en.wikipedia.org/wiki/Ontology_(information_science)http://www.w3.org/2005/Incubator/urw3/XGR-urw3-20080331/http://www.worldwidewebsize.com/http://en.wikipedia.org/wiki/World_Wide_Web_Consortiumhttp://en.wikipedia.org/wiki/Defeasible_reasoninghttp://en.wikipedia.org/wiki/Principle_of_explosionhttp://en.wikipedia.org/wiki/SNOMED_CThttp://en.wikipedia.org/wiki/Fuzzy_logichttp://en.wikipedia.org/wiki/Probabilistic_logichttp://en.wikipedia.org/wiki/Deductive_reasoninghttp://en.wikipedia.org/wiki/Paraconsistent_logichttp://en.wikipedia.org/wiki/Scalable_vector_graphicshttp://en.wikipedia.org/wiki/Cryptography8/10/2019 Semantic Web Purpose and Challenges- Wiki Page
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single heading of "uncertainty". Many of the techniques mentioned here will require extensions to the WebOntology Language (OWL) for example to annotate conditional probabilities. This is an area of activeresearch. [19]
Standards
Standardization for Semantic Web in the context of Web 3.0 is under the care of W3C. [20]
Components
The term "Semantic Web" is often used more specifically to refer to the formats and technologies thatenable it. [2] The collection, structuring and recovery of linked data are enabled by technologies that providea formal description of concepts, terms, and relationships within a given knowledge domain. Thesetechnologies are specified as W3C standards and include:
Resource Description Framework (RDF), a general method for describing information
RDF Schema (RDFS)Simple Knowledge Organization System (SKOS)
SPARQL, an RDF query language
Notation3 (N3), designed with human-readability in mind
N-Triples, a format for storing and transmitting data
Turtle (Terse RDF Triple Language)
Web Ontology Language (OWL), a family of knowledge representation languages
Rule Interchange Format (RIF), a framework of web rule language dialects supporting rule
interchange on the Web
The Semantic Web Stack illustrates the architecture of the Semantic Web. The functions and relationshipsof the components can be summarized as follows: [21]
XML provides an elemental syntax for content structure within documents, yet associates no
semantics with the meaning of the content contained within. XML is not at present a necessary
component of Semantic Web technologies in most cases, as alternative syntaxes exists, such as
Turtle. Turtle is a de facto standard, but has not been through a formal standardization process.
XML Schema is a language for providing and restricting the structure and content of elements
contained within XML documents.
RDF is a simple language for expressing data models, which refer to objects ("web resources") and
their relationships. An RDF-based model can be represented in a variety of syntaxes, e.g.,
RDF/XML, N3, Turtle, and RDFa. [22] RDF is a fundamental standard of the Semantic Web. [23][24][25
RDF Schema extends RDF and is a vocabulary for describing properties and classes of RDF-based
resources, with semantics for generalized-hierarchies of such properties and classes.
http://en.wikipedia.org/wiki/Data_modelhttp://en.wikipedia.org/wiki/SPARQLhttp://en.wikipedia.org/wiki/Simple_Knowledge_Organization_Systemhttp://en.wikipedia.org/wiki/Notation3http://en.wikipedia.org/wiki/Web_resourcehttp://en.wikipedia.org/wiki/N-Tripleshttp://en.wikipedia.org/wiki/Semantic_Web_Stackhttp://en.wikipedia.org/wiki/Knowledge_domainhttp://en.wikipedia.org/wiki/Rule_Interchange_Formathttp://en.wikipedia.org/wiki/W3C_XML_Schemahttp://en.wikipedia.org/wiki/Turtle_(syntax)http://en.wikipedia.org/wiki/Web_Ontology_Languagehttp://en.wikipedia.org/wiki/Description_logichttp://en.wikipedia.org/wiki/Resource_Description_Frameworkhttp://en.wikipedia.org/wiki/RDF_Schemahttp://en.wikipedia.org/wiki/Turtle_(syntax)8/10/2019 Semantic Web Purpose and Challenges- Wiki Page
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The Semantic Web Stack.
OWL adds more vocabulary for describing properties and classes: among others, relations between
classes (e.g. disjointness), cardinality (e.g. "exactly one"), equality, richer typing of properties,
characteristics of properties (e.g. symmetry), and enumerated classes.
SPARQL is a protocol and query language for semantic web data sources.
RIF is the W3C Rule Interchange Format. It's an XML language for expressing Web rules which
computers can execute. RIF provides multiple versions, called dialects. It includes a RIF Basic Logic
Dialect (RIF-BLD) and RIF Production Rules Dialect (RIF PRD).
Current state of standardization
Well-established standards:
Unicode
Uniform Resource Identifier
XML
RDF
RDFS
SPARQL
Web Ontology Language (OWL)
Rule Interchange Format (RIF)
Not yet fully realized:
Unifying Logic and Proof layers
The intent is to enhance the usabilityand usefulness of the Web and itsinterconnected resources through:
Servers which expose existing
data systems using the RDF and
SPARQL standards. Many
converters to RDF
(http://esw.w3.org/topic/ConverterToRdf) exist from different applications. Relational databases are
an important source. The semantic web server attaches to the existing system without affecting its
operation.
Documents "marked up" with semantic information (an extension of the HTML tags used in
http://en.wikipedia.org/wiki/File:Semantic_web_stack.svghttp://en.wikipedia.org/wiki/Usabilityhttp://esw.w3.org/topic/ConverterToRdfhttp://en.wikipedia.org/wiki/HTML_elementhttp://en.wikipedia.org/wiki/SPARQLhttp://en.wikipedia.org/wiki/Unicodehttp://en.wikipedia.org/wiki/Resource_(computer_science)http://en.wikipedia.org/wiki/Web_Ontology_Languagehttp://en.wikipedia.org/wiki/RDFShttp://en.wikipedia.org/wiki/Extensibilityhttp://en.wikipedia.org/wiki/Uniform_Resource_Identifierhttp://en.wikipedia.org/wiki/Rule_Interchange_Formathttp://en.wikipedia.org/wiki/Semantic_Web_Stackhttp://en.wikipedia.org/wiki/Relational_database8/10/2019 Semantic Web Purpose and Challenges- Wiki Page
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today's Web pages to supply information for Web search engines using web crawlers). This could be
machine-understandable information about the human-understandable content of the document (such
as the creator, title, description, etc.) or it could be purely metadata representing a set of facts (such as
resources and services elsewhere on the site). Note that anything that can be identified with a
Uniform Resource Identifier (URI) can be described, so the semantic web can reason about animals,
people, places, ideas, etc. Semantic markup is often generated automatically, rather than manually.
Common metadata vocabularies (ontologies) and maps between vocabularies that allow document
creators to know how to mark up their documents so that agents can use the information in the
supplied metadata (so that Author in the sense of 'the Author of the page' won't be confused with
Author in the sense of a book that is the subject of a book review)
Automated agents to perform tasks for users of the semantic web using this data
Web-based services (often with agents of their own) to supply information specifically to agents, for
example, a Trust service that an agent could ask if some online store has a history of poor service or
spamming
Skeptical reactions
Practical feasibility
Critics (e.g., Which Semantic Web? (http://portal.acm.org/citation.cfm?id=900051.900063&coll=ACM&dl=ACM&CFID=29933182&CFTOKEN=24611642)) question the basicfeasibility of a complete or even partial fulfillment of the semantic web. Cory Doctorow's critique("metacrap") is from the perspective of human behavior and personal preferences. For example, people mayinclude spurious metadata into Web pages in an attempt to mislead Semantic Web engines that naivelyassume the metadata's veracity. This phenomenon was well-known with metatags that fooled the Altavistaranking algorithm into elevating the ranking of certain Web pages: the Google indexing engine specificallylooks for such attempts at manipulation. Peter Grdenfors and Timo Honkela point out that logic-basedsemantic web technologies cover only a fraction of the relevant phenomena related to semantics. [26][27]
Core, specialized communities and organizations for intra-company projects tended to practically adoptsemantic web technologies greater than peripheral and less-specialized communities. [28] The practicalconstraints toward adoption have appeared less challenging where domain and scope is more limited than
that of the general public and the World-Wide Web.[28]
Censorship and privacy
Enthusiasm about the semantic web could be tempered by concerns regarding censorship and privacy. For instance, text-analyzing techniques can now be easily bypassed by using other words, metaphors for instance, or by using images in place of words. An advanced implementation of the semantic web wouldmake it much easier for governments to control the viewing and creation of online information, as thisinformation would be much easier for an automated content-blocking machine to understand. In addition,the issue has also been raised that, with the use of FOAF files and geolocation meta-data, there would be
http://en.wikipedia.org/wiki/Cory_Doctorowhttp://en.wikipedia.org/wiki/Intelligent_text_analysishttp://en.wikipedia.org/wiki/Artificial_intelligencehttp://en.wikipedia.org/wiki/Timo_Honkelahttp://en.wikipedia.org/wiki/Web_crawlerhttp://en.wikipedia.org/wiki/Altavistahttp://portal.acm.org/citation.cfm?id=900051.900063&coll=ACM&dl=ACM&CFID=29933182&CFTOKEN=24611642http://en.wikipedia.org/wiki/Spamminghttp://en.wikipedia.org/wiki/Ontology_(information_science)http://en.wikipedia.org/wiki/Meta-datahttp://en.wikipedia.org/wiki/Peter_G%C3%A4rdenforshttp://en.wikipedia.org/wiki/Metadata_(computing)http://en.wikipedia.org/wiki/Web_search_enginehttp://en.wikipedia.org/wiki/Metacraphttp://en.wikipedia.org/wiki/Privacyhttp://en.wikipedia.org/wiki/Informationhttp://en.wikipedia.org/wiki/FOAF_(software)http://en.wikipedia.org/w/index.php?title=Trust_service&action=edit&redlink=1http://en.wikipedia.org/wiki/Internet_censorship8/10/2019 Semantic Web Purpose and Challenges- Wiki Page
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very little anonymity associated with the authorship of articles on things such as a personal blog. Some of these concerns were addressed in the "Policy Aware Web" project [29] and is an active research anddevelopment topic.
Doubling output formats
Another criticism of the semantic web is that it would be much more time-consuming to create and publish
content because there would need to be two formats for one piece of data: one for human viewing and onefor machines. However, many web applications in development are addressing this issue by creating amachine-readable format upon the publishing of data or the request of a machine for such data. Thedevelopment of microformats has been one reaction to this kind of criticism. Another argument in defenseof the feasibility of semantic web is the likely falling price of human intelligence tasks in digital labor markets, such as Amazon's Mechanical Turk.
Specifications such as eRDF and RDFa allow arbitrary RDF data to be embedded in HTML pages. TheGRDDL (Gleaning Resource Descriptions from Dialects of Language) mechanism allows existing material(including microformats) to be automatically interpreted as RDF, so publishers only need to use a singleformat, such as HTML.
Projects
This section lists some of the many projects and tools that exist to create Semantic Web solutions. [30]
DBpedia
DBPedia is an effort to publish structured data extracted from Wikipedia: the data is published in RDF andmade available on the Web for use under the GNU Free Documentation License, thus allowing SemanticWeb agents to provide inferencing and advanced querying over the Wikipedia-derived dataset andfacilitating interlinking, re-use and extension in other data-sources. [31]
FOAF
A popular vocabulary on the semantic web is Friend of a Friend (or FOAF), which uses RDF to describethe relationships people have to other people and the "things" around them. FOAF permits intelligent agentsto make sense of the thousands of connections people have with each other, their jobs and the itemsimportant to their lives; [32] connections that may or may not be enumerated in searches using traditional
web search engines. Because the connections are so vast in number, human interpretation of the informationmay not be the best way of analyzing them.
FOAF is an example of how the Semantic Web attempts to make use of the relationships within a socialcontext.
SIOC
http://en.wikipedia.org/wiki/Microformathttp://en.wikipedia.org/wiki/GNU_Free_Documentation_Licensehttp://en.wikipedia.org/wiki/RDFahttp://en.wikipedia.org/wiki/Amazon_Mechanical_Turkhttp://en.wikipedia.org/wiki/Bloghttp://en.wikipedia.org/wiki/Web_applicationhttp://en.wikipedia.org/wiki/Amazon.comhttp://en.wikipedia.org/wiki/GRDDLhttp://en.wikipedia.org/wiki/ERDF_(data_format)http://en.wikipedia.org/wiki/FOAF_(software)8/10/2019 Semantic Web Purpose and Challenges- Wiki Page
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The Semantically-Interlinked Online Communities project (SIOC, pronounced "shock") provides avocabulary of terms and relationships that model web data spaces. Examples of such data spaces include,among others: discussion forums, blogs, blogrolls / feed subscriptions, mailing lists, shared bookmarks andimage galleries.
GoPubMed
GoPubMed is a knowledge-based search engine for biomedical texts. The Gene Ontology (GO) andMedical Subject Headings (MeSH) serve as "Table of contents" in order to structure the millions of articlesof the MEDLINE database. [33] The search engine allows its users to find relevant search resultssignificantly faster than Pubmed.
eagle-i.net
eagle-i is an open source, semantic web platform for entering and publishing information about resourcesused in biomedical research. [34] The platform consists of the Semantic Web Entry and Editing Tool(SWEET), an RDF database, and a Search tool. All components of the eagle-i platform are driven by a
central ontology to promote uniformity and interoperability with other platforms. [35][36] The eagle-isoftware, documentation, and information are accessible through Harvard medical school's open.medwebsite. [37] The eagle-i project started as a consortium of nine universities (Harvard, Oregon Health &Science University, Dartmouth, Jackson State, Montana State, University of Puerto Rico, MorehouseCollege, University of Alaska, and University of Hawaii), but is now being used by more than thirtyuniversities. [38]
NextBio
A database consolidating high-throughput life sciences experimental data tagged and connected via biomedical ontologies. Nextbio is accessible via a search engine interface. Researchers can contribute their findings for incorporation to the database. The database currently supports gene expression or proteinexpression data and sequence centric data and is steadily expanding to support other biological data types.
See also
Agris: International Information System for the Agricultural Sciences and Technology
Business semantics management
Computational semanticsConceptual interoperability
Corporate Semantic Web
Entity-attribute-value model
EU Open Data Portal
Internet of Things
Linked data
List of emerging technologies
http://en.wikipedia.org/wiki/EU_Open_Data_Portalhttp://en.wikipedia.org/wiki/Internet_of_Thingshttp://en.wikipedia.org/wiki/Linked_datahttp://en.wikipedia.org/wiki/Entity-attribute-value_modelhttp://en.wikipedia.org/wiki/University_of_Alaska_Systemhttp://en.wikipedia.org/wiki/Conceptual_interoperabilityhttp://en.wikipedia.org/wiki/Gene_expressionhttp://en.wikipedia.org/wiki/Oregon_Health_%26_Science_Universityhttp://en.wikipedia.org/wiki/Bloghttp://en.wikipedia.org/wiki/Business_semantics_managementhttp://en.wikipedia.org/wiki/University_of_Puerto_Ricohttp://en.wikipedia.org/wiki/Jackson_State_Universityhttp://en.wikipedia.org/wiki/Nextbiohttp://en.wikipedia.org/wiki/Agris:_International_Information_System_for_the_Agricultural_Sciences_and_Technologyhttp://en.wikipedia.org/wiki/Corporate_Semantic_Webhttp://en.wikipedia.org/wiki/Computational_semanticshttp://en.wikipedia.org/wiki/Medical_Subject_Headingshttp://en.wikipedia.org/wiki/Montana_State_Universityhttp://en.wikipedia.org/wiki/Harvard_University_Presshttp://en.wikipedia.org/wiki/Protein_expressionhttp://en.wikipedia.org/wiki/Blogrollhttp://en.wikipedia.org/wiki/High-throughput_screeninghttp://en.wikipedia.org/wiki/Semantically-Interlinked_Online_Communitieshttp://en.wikipedia.org/wiki/Gene_ontologyhttp://en.wikipedia.org/wiki/University_of_Hawaiihttp://en.wikipedia.org/wiki/Mailing_listhttp://en.wikipedia.org/wiki/Dartmouth_Collegehttp://en.wikipedia.org/wiki/Morehouse_Collegehttp://en.wikipedia.org/wiki/List_of_emerging_technologieshttp://en.wikipedia.org/wiki/GoPubMed8/10/2019 Semantic Web Purpose and Challenges- Wiki Page
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References
Ontology learning
Semantic advertising
Semantic computing
Semantic Sensor Web
Semantic Web Services
Smart-M3
Social Semantic Web
Semantic Social Network
Web 3.0
Web Engineering
Web Ontology Language
Web science
Website Parse Template
1. ^ "XML and Semantic Web W3C Standards Timeline"
(http://www.dblab.ntua.gr/~bikakis/XML%20and%20Semantic%20Web%20W3C%20Standards%20Timeline-
History.pdf). 2012-02-04.
2. ^ a b c "W3C Semantic Web Activity" (http://www.w3.org/2001/sw/). World Wide Web Consortium (W3C).
November 7, 2011. Retrieved November 26, 2011.
3. ^ a b Berners-Lee, Tim; James Hendler; Ora Lassila (May 17, 2001). "The Semantic Web"
(http://www.sciam.com/article.cfm?id=the-semantic-web&print=true). Scientific American Magazine . Retrieved
March 26, 2008.
4. ^ Lee Feigenbaum (May 1, 2007). "The Semantic Web in Action"
(http://www.thefigtrees.net/lee/sw/sciam/semantic-web-in-action). Scientific American. Retrieved February 24,
2010.
5. ^ Berners-Lee, Tim (May 1, 2001). "The Semantic Web" (http://www.sciam.com/article.cfm?
articleID=00048144-10D2-1C70-84A9809EC588EF21). Scientific American. Retrieved March 13, 2008.
6. ^ Nigel Shadbolt, Wendy Hall, Tim Berners-Lee (2006). "The Semantic Web Revisited"(http://eprints.ecs.soton.ac.uk/12614/1/Semantic_Web_Revisted.pdf). IEEE Intelligent Systems . Retrieved
April 13, 2007.
7. ^ Allan M. Collins; M. R. Quillian (1969). "Retrieval time from semantic memory". Journal of verbal learning
and verbal behavior 8 (2): 240247. doi:10.1016/S0022-5371(69)80069-1 (http://dx.doi.org/10.1016%2FS0022-
5371%2869%2980069-1).
8. ^ Allan M. Collins, A; M. Ross Quillian (1970). "Does category size affect categorization time?". Journal of
verbal learning and verbal behavior 9 (4): 432438. doi:10.1016/S0022-5371(70)80084-6
(http://dx.doi.org/10.1016%2FS0022-5371%2870%2980084-6).
http://en.wikipedia.org/wiki/IEEEhttp://en.wikipedia.org/wiki/Website_Parse_Templatehttp://en.wikipedia.org/wiki/Social_Semantic_Webhttp://en.wikipedia.org/wiki/Semantic_advertisinghttp://www.sciam.com/article.cfm?id=the-semantic-web&print=truehttp://dx.doi.org/10.1016%2FS0022-5371%2870%2980084-6http://en.wikipedia.org/wiki/Web_Engineeringhttp://en.wikipedia.org/wiki/Semantic_Web_Serviceshttp://en.wikipedia.org/wiki/Web_sciencehttp://en.wikipedia.org/wiki/Ontology_learninghttp://en.wikipedia.org/wiki/Semantic_Sensor_Webhttp://en.wikipedia.org/wiki/Semantic_Social_Networkhttp://www.sciam.com/article.cfm?articleID=00048144-10D2-1C70-84A9809EC588EF21http://en.wikipedia.org/wiki/Web_Ontology_Languagehttp://eprints.ecs.soton.ac.uk/12614/1/Semantic_Web_Revisted.pdfhttp://en.wikipedia.org/wiki/Digital_object_identifierhttp://en.wikipedia.org/wiki/Digital_object_identifierhttp://www.w3.org/2001/sw/http://dx.doi.org/10.1016%2FS0022-5371%2869%2980069-1http://www.thefigtrees.net/lee/sw/sciam/semantic-web-in-actionhttp://en.wikipedia.org/wiki/World_Wide_Web_Consortiumhttp://en.wikipedia.org/wiki/Smart-M3http://en.wikipedia.org/wiki/Web_3.0http://en.wikipedia.org/wiki/Semantic_computinghttp://www.dblab.ntua.gr/~bikakis/XML%20and%20Semantic%20Web%20W3C%20Standards%20Timeline-History.pdf8/10/2019 Semantic Web Purpose and Challenges- Wiki Page
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9. ^ A an M. Co ns, A an M.; E za et F. Lo tus 1975 . "A sprea ng-act vat on t eory o semant c
processing". Psychological Review 82 (6): 407428. doi:10.1037/0033-295X.82.6.407
(http://dx.doi.org/10.1037%2F0033-295X.82.6.407).
10. ^ Quillian, MR (1967). "Word concepts. A theory and simulation of some basic semantic capabilities".
Behavioral Science 12 (5): 410430. doi:10.1002/bs.3830120511 (http://dx.doi.org/10.1002%2Fbs.3830120511).
PMID 6059773 (https://www.ncbi.nlm.nih.gov/pubmed/6059773).
11. ^ Semantic memory |book:Marvin Minsky (editor): Semantic information processing, MIT Press, Cambridge,
Mass . 1988.12. ^ Berners-Lee, Tim; Fischetti, Mark (1999). Weaving the Web . HarperSanFrancisco. chapter 12. ISBN 978-0-06-
251587-2.
13. ^ Gerber, AJ, Barnard, A & Van der Merwe, Alta (2006), "A Semantic Web Status Model, Integrated Design &
Process Technology"
(http://www.researchgate.net/publication/30509768_Semantic_Web_status_model/links/02e7e51c0cfc84077d0000
00), Special Issue: IDPT 2006
14. ^ Gerber, Aurona; Van der Merwe, Alta; Barnard, Andries; (2008), "A Functional Semantic Web architecture",
European Semantic Web Conference 2008, ESWC'08, Tenerife, June 2008.
15. ^ Allsopp, John (March 2007). Microformats: Empowering Your Markup for Web 2.0 . Friends of ED. p. 368.
ISBN 978-1-59059-814-6.
16. ^ Artem Chebotko and Shiyong Lu, "Querying the Semantic Web: An Efficient Approach Using Relational
Databases", LAP Lambert Academic Publishing, ISBN 978-3-8383-0264-5, 2009.
17. ^ Victoria Shannon (June 26, 2006). "A 'more revolutionary' Web"
(http://www.nytimes.com/2006/05/23/technology/23iht-web.html). International Herald Tribune . Retrieved
May 24, 2006.
18. ^ Introducing The Concept of Web 3.0 (http://www.tweakandtrick.com/2012/05/web-30.html)
19. ^ Lukasiewicz, Thomas; Umberto Straccia. "Managing uncertainty and vagueness in description logics for theSemantic Web" (http://www.sciencedirect.com/science?_ob=ArticleURL&_udi=B758F-4SPSPKW-
1&_user=147018&_coverDate=11%2F30%2F2008&_rdoc=1&_fmt=&_orig=search&_sort=d&_docanchor=&vie
w=c&_acct=C000012179&_version=1&_urlVersion=0&_userid=147018&md5=8123c273189b1148cadb12f95b87
a5ef).
20. ^ Semantic Web Standards published by the W3C (http://www.w3.org/2001/sw/wiki/Main_Page)
21. ^ "OWL Web Ontology Language Overview" (http://www.w3.org/TR/owl-features/). World Wide Web
Consortium (W3C). February 10, 2004. Retrieved November 26, 2011.
22. ^ "RDF tutorial" (http://www.lesliesikos.com/tutorials/rdf/). Dr. Leslie Sikos. Retrieved 2011-07-05.
23. ^ "Resource Description Framework (RDF)" (http://www.w3.org/RDF/). World Wide Web Consortium.24. ^ "Standard websites" (http://www.lesliesikos.com/). Dr. Leslie Sikos. Retrieved 2011-07-05.
25. ^ Allemang, D., Hendler, J. (2011). "RDF The basis of the Semantic Web. In: Semantic Web for the Working
Ontologist (2nd Ed.)". Morgan Kaufmann. doi:10.1016/B978-0-12-385965-5.10003-2
(http://dx.doi.org/10.1016%2FB978-0-12-385965-5.10003-2).
26. ^ Grdenfors, Peter (2004). How to make the Semantic Web more semantic . Formal Ontology in Information
Systems: proceedings of the third international conference (FOIS-2004) (IOS Press). pp. 1734.
27. ^ Timo Honkela, Ville Knnen, Tiina Lindh-Knuutila and Mari-Sanna Paukkeri (2008). "Simulating processes
of concept formation and communication" (http://www.informaworld.com/smpp/content~content=a903999101).
http://en.wikipedia.org/wiki/Digital_object_identifierhttp://dx.doi.org/10.1016%2FB978-0-12-385965-5.10003-2http://en.wikipedia.org/wiki/International_Standard_Book_Numberhttp://www.lesliesikos.com/tutorials/rdf/http://en.wikipedia.org/wiki/Apresshttp://www.ncbi.nlm.nih.gov/pubmed/6059773http://en.wikipedia.org/wiki/International_Standard_Book_Numberhttp://en.wikipedia.org/wiki/Special:BookSources/978-1-59059-814-6http://en.wikipedia.org/wiki/World_Wide_Web_Consortiumhttp://en.wikipedia.org/wiki/LAP_Lambert_Academic_Publishinghttp://en.wikipedia.org/wiki/Tim_Berners-Leehttp://dx.doi.org/10.1002%2Fbs.3830120511http://en.wikipedia.org/wiki/Special:BookSources/9783838302645http://en.wikipedia.org/wiki/Special:BookSources/978-0-06-251587-2http://www.tweakandtrick.com/2012/05/web-30.htmlhttp://www.w3.org/TR/owl-features/http://en.wikipedia.org/wiki/PubMed_Identifierhttp://www.w3.org/RDF/http://www.informaworld.com/smpp/content~content=a903999101http://www.lesliesikos.com/http://www.w3.org/2001/sw/wiki/Main_Pagehttp://en.wikipedia.org/wiki/Digital_object_identifierhttp://www.nytimes.com/2006/05/23/technology/23iht-web.htmlhttp://dx.doi.org/10.1037%2F0033-295X.82.6.407http://www.sciencedirect.com/science?_ob=ArticleURL&_udi=B758F-4SPSPKW-1&_user=147018&_coverDate=11%2F30%2F2008&_rdoc=1&_fmt=&_orig=search&_sort=d&_docanchor=&view=c&_acct=C000012179&_version=1&_urlVersion=0&_userid=147018&md5=8123c273189b1148cadb12f95b87a5efhttp://en.wikipedia.org/wiki/Digital_object_identifierhttp://en.wikipedia.org/wiki/HarperSanFranciscohttp://en.wikipedia.org/wiki/Tim_Berners_Lee#Weaving_the_Webhttp://www.researchgate.net/publication/30509768_Semantic_Web_status_model/links/02e7e51c0cfc84077d0000008/10/2019 Semantic Web Purpose and Challenges- Wiki Page
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Roger Chaffin: "The concept of a semantic Relation". In: Adrienne Lehrer u. a. (Hrsg.): Frames,
Fields and contrasts. New essays in semantic and lexical organisation , Erlbaum, Hillsdale, N.J. 1992,
ISBN 0-8058-1089-7, S. 253288.
Hermann Helbig: Die semantische Struktur natrlicher Sprache. Wissensprsentation mit MultiNet ,Springer, Heidelberg 2001, ISBN 3-540-67784-4.
M. Ross Quillian: "Word concepts. A theory and simulation of some basic semantic capabilities". In:
Behavioral Science 12 (1967), S. 410430.
M. Ross Quillian: "Semantic memory". In: Marvin Minsky (Hrsg.): Semantic information processing
MIT Press, Cambridge, Mass. 1988.
Klaus Reichenberger: Kompendium semantische Netze: Konzepte, Technologie, Modellierung ,
Springer, Heidelberg 2010, ISBN 3-642-04314-3.
John F. Sowa: Principles of semantic networks. Explorations in the representation of knowledge ,Morgan Kaufmann, San Mateo, Cal. 1991, ISBN 1-55860-088-4.
Further reading
Aaron Swartz's A Programmable Web: An unfinished Work donated by Morgan & Claypool
Publishers after Aaron Swartz's death in January 2013.
Liyang Yu (January 6, 2011). A Developer's Guide to the Semantic Web
Journal of Economic Methodology .
28. ^ a b Ivan Herman (2007). "State of the Semantic Web" (http://www.w3.org/2007/Talks/0424-Stavanger-
IH/Slides.pdf). Semantic Days 2007 . Retrieved July 26, 2007.
29. ^ "Policy Aware Web Project" (http://www.policyawareweb.org/). Policyawareweb.org. Retrieved 2013-06-14.
30. ^ See, for instance: Bergman, Michael K. "Sweet Tools" (http://www.mkbergman.com/?page_id=325). AI3;
Adaptive Information, Adaptive Innovation, Adaptive Infrastructure . Retrieved January 5, 2009.
31. ^ "wiki.dbpedia.org : About" (http://dbpedia.org/About). Dbpedia.org. 2013-05-08. Retrieved 2013-06-14.
32. ^ "FOAF" (http://semanticweb.org/wiki/FOAF). semanticweb.org. Retrieved 2013-06-14.
33. ^ GoPubMed in a nutshell
(http://www.gopubmed.com/web/gopubmed/www/GoPubMed/Search/index.html#Nutshell)
34. ^ "eagle-i central search tool" (http://eagle-i.net). President and Fellows of Harvard College.
35. ^ "eagle-i resource ontology" (https://code.google.com/p/eagle-i/). Google Code.
36. ^ Vasilevsky, N; Johnson, T; Corday, K; Torniai, C; Brush, M; Segerdell, E; Wilson, M; Shaffer, C; Robinson,
D; Haendel, M (2012). "Research resources: curating the new eagle-i discovery system.". Database : the journal
of biological databases and curation 2012 : bar067. doi:10.1093/database/bar067
(http://dx.doi.org/10.1093%2Fdatabase%2Fbar067). PMID 22434835(https://www.ncbi.nlm.nih.gov/pubmed/22434835).
37. ^ "eagle-i open source site" (https://open.med.harvard.edu/display/eaglei/Welcome+to+eagle-i). open.med.
38. ^ "Participating eagle-i institutions" (https://www.eagle-i.net/about/participating-institutions/). eagle-i.net.
http://www.amazon.com/Developers-Guide-Semantic-Web/dp/3642159699/ref=sr_1_1?ie=UTF8&qid=1321027111&sr=8-1http://en.wikipedia.org/wiki/Digital_object_identifierhttps://www.eagle-i.net/about/participating-institutions/http://en.wikipedia.org/wiki/John_F._Sowahttp://en.wikipedia.org/wiki/Marvin_Minskyhttp://en.wikipedia.org/wiki/Special:BookSources/1558600884http://www.gopubmed.com/web/gopubmed/www/GoPubMed/Search/index.html#Nutshellhttp://semanticweb.org/wiki/FOAFhttp://en.wikipedia.org/wiki/Special:BookSources/3540677844http://www.policyawareweb.org/http://eagle-i.net/http://www.ncbi.nlm.nih.gov/pubmed/22434835http://dbpedia.org/Abouthttp://en.wikipedia.org/wiki/Special:BookSources/3642043143http://www.w3.org/2007/Talks/0424-Stavanger-IH/Slides.pdfhttp://commons.wikimedia.org/wiki/File:Aaron_Swartz_s_A_Programmable_Web_An_Unfinished_Work.pdfhttp://en.wikipedia.org/wiki/PubMed_Identifierhttp://www.amazon.com/Developers-Guide-Semantic-Web/dp/3642159699/ref=sr_1_1?ie=UTF8&qid=1321027111&sr=8-1http://www.mkbergman.com/?page_id=325https://code.google.com/p/eagle-i/http://en.wikipedia.org/wiki/Special:BookSources/0805810897https://open.med.harvard.edu/display/eaglei/Welcome+to+eagle-ihttp://dx.doi.org/10.1093%2Fdatabase%2Fbar0678/10/2019 Semantic Web Purpose and Challenges- Wiki Page
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http://en.wi kipedia.org/wiki/Semantic_Web 14
(http://www.amazon.com/Developers-Guide-Semantic-Web/dp/3642159699/ref=sr_1_1?
ie=UTF8&qid=1321027111&sr=8-1). Springer. ISBN 978-3-642-15969-5.
Grigoris Antoniou, Frank van Harmelen (March 31, 2008). A Semantic Web Primer, 2nd Edition
(http://www.amazon.com/Semantic-Primer-Cooperative-Information-Systems/dp/0262012421/). The
MIT Press. ISBN 0-262-01242-1.
Dean Allemang, James Hendler (May 9, 2008). Semantic Web for the Working Ontologist: Effective
Modeling in RDFS and OWL (http://www.amazon.com/Semantic-Web-Working-Ontologist-
Effective/dp/0123735564/). Morgan Kaufmann. ISBN 978-0-12-373556-0.
John Davies (July 11, 2006). Semantic Web Technologies: Trends and Research in Ontology-based
Systems (http://www.amazon.com/Semantic-Web-Technologies-Research-Ontology-
based/dp/0470025964/). Wiley. ISBN 0-470-02596-4.
Pascal Hitzler, Markus Krtzsch, Sebastian Rudolph (August 25, 2009). Foundations of Semantic
Web Technologies (http://www.semantic-web-book.org). CRCPress. ISBN 1-4200-9050-X.
Thomas B. Passin (March 1, 2004). Explorer's Guide to the Semantic Web(http://www.amazon.com/Explorers-Guide-Semantic-Thomas-Passin/dp/1932394206/). Manning
Publications. ISBN 1-932394-20-6.
Liyang Yu (June 14, 2007). Introduction to Semantic Web and Semantic Web Services
(http://www.amazon.com/Introduction-Semantic-Web-Services/dp/1584889330/). CRC Press.
ISBN 1-58488-933-0.
Jeffrey T. Pollock (March 23, 2009). Semantic Web For Dummies
(http://www.amazon.com/gp/product/0470396792). For Dummies. ISBN 0-470-39679-2.
Martin Hilbert (April 2009). "The Maturing Concept of E-Democracy: From E-Voting and OnlineConsultations to Democratic Value Out of Jumbled Online Chatter"
(http://www.informaworld.com/smpp/content~db=all~content=a911066517). Journal of Information
Technology & Politics (Taylor & Francis Group) 6 (2): 87110. doi:10.1080/19331680802715242
(http://dx.doi.org/10.1080%2F19331680802715242).
"Tim Berners-Lee Gives the Web a New Definition" (http://computemagazine.com/man-who-
invented-world-wide-web-gives-new-definition/)
Folmer, Erwin; Oude Luttighuis, Paul; Hillegersberg, Jos van (April 2011). "Do semantic standards
lack quality? A survey among 34 semantic standards"
(http://www.springerlink.com/content/h03q2454x7330574/). Electronic Markets 21 (2): 99111.
doi:10.1007/s12525-011-0058-y (http://dx.doi.org/10.1007%2Fs12525-011-0058-y). Retrieved
2012-05-19.
External links
Official website (http://www.w3.org/standards/semanticweb/)
http://www.amazon.com/Developers-Guide-Semantic-Web/dp/3642159699/ref=sr_1_1?ie=UTF8&qid=1321027111&sr=8-1http://www.informaworld.com/smpp/content~db=all~content=a911066517http://en.wikipedia.org/wiki/International_Standard_Book_Numberhttp://en.wikipedia.org/wiki/Special:BookSources/0-470-39679-2http://en.wikipedia.org/wiki/International_Standard_Book_Numberhttp://en.wikipedia.org/wiki/Special:BookSources/1-4200-9050-Xhttp://www.w3.org/standards/semanticweb/http://en.wikipedia.org/wiki/Hillegersberg,_Jos_vanhttp://www.amazon.com/Semantic-Primer-Cooperative-Information-Systems/dp/0262012421/http://en.wikipedia.org/wiki/Digital_object_identifierhttp://www.springerlink.com/content/h03q2454x7330574/http://dx.doi.org/10.1080%2F19331680802715242http://en.wikipedia.org/wiki/MIT_Presshttp://dx.doi.org/10.1007%2Fs12525-011-0058-yhttp://en.wikipedia.org/wiki/Special:BookSources/0-470-02596-4http://www.amazon.com/Semantic-Web-Technologies-Research-Ontology-based/dp/0470025964/http://en.wikipedia.org/wiki/Special:BookSources/978-3-642-15969-5http://computemagazine.com/man-who-invented-world-wide-web-gives-new-definition/http://en.wikipedia.org/wiki/International_Standard_Book_Numberhttp://en.wikipedia.org/wiki/Digital_object_identifierhttp://www.amazon.com/Semantic-Web-Working-Ontologist-Effective/dp/0123735564/http://www.amazon.com/Introduction-Semantic-Web-Services/dp/1584889330/http://www.amazon.com/Explorers-Guide-Semantic-Thomas-Passin/dp/1932394206/http://en.wikipedia.org/wiki/International_Standard_Book_Numberhttp://en.wikipedia.org/wiki/Special:BookSources/1-932394-20-6http://en.wikipedia.org/wiki/James_Hendlerhttp://en.wikipedia.org/wiki/Special:BookSources/978-0-12-373556-0http://www.amazon.com/Developers-Guide-Semantic-Web/dp/3642159699/ref=sr_1_1?ie=UTF8&qid=1321027111&sr=8-1http://en.wikipedia.org/wiki/Electronic_Marketshttp://en.wikipedia.org/wiki/International_Standard_Book_Numberhttp://www.semantic-web-book.org/http://en.wikipedia.org/wiki/Dean_Allemanghttp://en.wikipedia.org/wiki/International_Standard_Book_Numberhttp://www.amazon.com/gp/product/0470396792http://en.wikipedia.org/wiki/International_Standard_Book_Numberhttp://en.wikipedia.org/wiki/Special:BookSources/1-58488-933-0http://en.wikipedia.org/wiki/Frank_van_Harmelenhttp://en.wikipedia.org/wiki/International_Standard_Book_Numberhttp://en.wikipedia.org/wiki/Special:BookSources/0-262-01242-18/10/2019 Semantic Web Purpose and Challenges- Wiki Page
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links collection (http://www.semanticoverflow.com/questions/1/where-can-i-learn-about-the-
semantic-web) on Semantic Overflow
How Stuff Works : The Semantic Web (http://www.howstuffworks.com/semantic-web.htm)
XML London (http://xmllondon.com/) An annual conference which is focused on XML and the
Semantic Web.
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