Introduction to the Semantic Web Vision and Technologies Cody Burleson EMT-070 AP/Americas March 5 -8, 2006 Orlando, Florida 1 © Copyright IBM Corporation 2006
Software and Information Architects Session Objectives After completing this session, you should be able to: § Understand articulate the semantic web vision § Know the basic framework and core technologies § Be aware of some available tools § Understand how mature the technology is and how you might (or might not) use it today § Get involved for further learning, contribution, or just plain geek fun 2 AP/Americas March 5 -8, 2006 Orlando, Florida © Copyright IBM Corporation 2006
The semantic web is… § A vision for the future web (a ‘web of meaning’ - semantics) § Not a separate web but an extension of the current one § Better enabling computers and people to work in cooperation § Machine reasoning will be ubiquitous and powerful § An emerging set of standards, markup languages, and related processing tools § A rolling snowball § Interest and momentum is building fast - heads up! The Semantic Web Activity Currently under the direction of Tim Berners-Lee (a. k. a. “father of the Web”) http: //www. w 3. org/2001/sw/ 3 AP/Americas March 5 -8, 2006 Orlando, Florida © Copyright IBM Corporation 2006
“Semantics” is… § A $2 billion per year market and projected to grow to over $50 billion by the year 2010. Leading analysts have estimated that 35 -65% of our System Integration costs are due to Semantic issues. – source: Sem. Tech 2006, http: //www. semantic-conference. com/ Business Componentization + Service Oriented Architecture -> Increased Integration Requirements O(n) components => O(n 2) integrations Integration Requirements (people, data, process) Market Opportunity for better Integration Solutions IT Project Resources (Budgets, Time) 2004 2005 2010 2015 Time 4 AP/Americas March 5 -8, 2006 Orlando, Florida © Copyright IBM Corporation 2006
The semantic web stack Proof Data Logic Data Selfdesc. doc Ontology vocabulary RDF + rdfschema Digital Signature Trust Rules XML + NS + xmlschema Unicode 5 AP/Americas March 5 -8, 2006 Orlando, Florida URI © Copyright IBM Corporation 2006
Resource Description Framework (RDF) § The Resource Description Framework (RDF) is a standard for describing resources (anything we can identify). § Describes resources in terms of nodes and arcs http: //. . . //Cody. Burleson vcard: FN Cody Burleson 6 AP/Americas March 5 -8, 2006 Orlando, Florida SUBJECT A resource (node in URI) PREDICATE Has a property that points (arcs) to… OBJECT A literal value or another resource © Copyright IBM Corporation 2006
Resource Description Framework (RDF) Source: Semantic Search http: //www 2003. org/cdrom/papers/refereed/p 779/ess. html 7 AP/Americas March 5 -8, 2006 Orlando, Florida © Copyright IBM Corporation 2006
Resource Description Framework (RDF) <rdf: RDF xmlns: rdf="http: //www. w 3. org/1999/02/22 -rdf-syntax-ns#" xmlns: dc=http: //purl. org/dc/elements/1. 1/ xmlns: foaf="http: //xmlns. com/0. 1/foaf/" > <rdf: Description rdf: about=""> <dc: creator rdf: parse. Type="Resource"> <foaf: name>Cody Burleson</foaf: name> </dc: creator> <dc: title>Intro to the Semantic Web Vision and Technologies</dc: title> </rdf: Description> </rdf: RDF> § This article has the title “Intro to the Semantic Web Vision and Technologies", and was written by someone whose name is “Cody Burleson". § It leverages and combines two vocabularies… Dublin Core Metadata Initiative (DC) http: //dublincore. org/ 8 AP/Americas March 5 -8, 2006 Orlando, Florida Friend of a Friend (foaf) http: //www. foafproject. org/ © Copyright IBM Corporation 2006
Notable points § Distributed Extensibility § Different sites may contribute data about a particular resource § We can all extend the cumulative knowledge on the Semantic Web about any resource in a distributed fashion • A version of RSS, the famous syndication (content feeds) format is a sub-set of RDF • IBM case-in-point: • The new RSS Consumer being developed for Web. Sphere Web Content Management (WCM) leverages the extensibility of RDF to add special elements into the standard RSS. • This allows for integration with other Content Management Systems like Interwoven and Vignette. 9 AP/Americas March 5 -8, 2006 Orlando, Florida © Copyright IBM Corporation 2006
Ontology “An ontology is an explicit specification of a conceptualization. ” - T. R. Gruber (…whatever…) § A formal way to organize knowledge and terms. § Typically represented as graphical relationships or networks, as opposed to taxonomies which are usually represented hierarchically. § Defines a domain of knowledge § The objects that exist in that domain § The properties those objects can have § The relationships those objects and their properties can have to other objects and properties (in the same domain or across domains) § What are the differences between a vocabulary, a taxonomy, a thesaurus, an ontology, and a meta-model? § See: http: //www. metamodel. com/article. php? story=20030115211223271 10 AP/Americas March 5 -8, 2006 Orlando, Florida © Copyright IBM Corporation 2006
This is an ontology Source: Top. Quadrant 11 AP/Americas March 5 -8, 2006 Orlando, Florida © Copyright IBM Corporation 2006
OWL Web Ontology Language § Designed for use by applications that need to process the content of information instead of just presenting information to humans. § Has three increasingly-expressive sublanguages: OWL Lite, OWL DL, and OWL Full. § OWL adds more vocabulary for describing properties and classes on top of RDF. Example: § Disjointness § Man and Woman are Disjoint Classes. Joan is an instance of Woman => Joan is not an instance of Man. § Cardinality § Person has exactly one value for the property has. Birth. Mother § Equality § Bill Clinton is same. As William Jefferson Clinton § Symmetry § Frank is a friend of Deborah => Deborah is a friend of Frank. 12 AP/Americas March 5 -8, 2006 Orlando, Florida Yep…the acronym should be ‘WOL’, but the creators thought ‘OWL’ was much cooler. © Copyright IBM Corporation 2006
Tools AP/Americas March 5 -8, 2006 Orlando, Florida 13 © Copyright IBM Corporation 2006
Jena § An open source Semantic Web Framework for Java § Developed by HP Labs Semantic Web Program § Provides a programmatic environment for RDF, RDFS and OWL, including a rule-based inference engine § Includes: § § § A RDF API Reading and writing RDF in RDF/XML, N 3 and N-Triples An OWL ontology API In-memory and persistent storage (works with DB 2) RDQL – a query language for RDF A Semantic Web Framework for Java http: //jena. sourceforge. net/ 14 AP/Americas March 5 -8, 2006 Orlando, Florida © Copyright IBM Corporation 2006
Protégé Screenshot 2 – Protégé-OWL Ontology Editing and Knowledge Management http: //protege. stanford. edu/ 15 AP/Americas March 5 -8, 2006 Orlando, Florida © Copyright IBM Corporation 2006
Top. Quadrant’s Top. Braid: An Eclipse Tool Source: Top. Quadrant 16 AP/Americas March 5 -8, 2006 Orlando, Florida © Copyright IBM Corporation 2006
Top. Braid: UML-like Visualization Source: Top. Quadrant 17 AP/Americas March 5 -8, 2006 Orlando, Florida © Copyright IBM Corporation 2006
Haystack - Screenshot Haystack A semantic web browser http: //haystack. csail. mit. edu/overview. html 18 AP/Americas March 5 -8, 2006 Orlando, Florida © Copyright IBM Corporation 2006
Other Tools and Technologies § IBM Integrated Ontology Development Toolkit § http: //www. alphaworks. ibm. com/tech/semanticstk? open&S_TACT=104 A HW 61&S_CMP=GR § Based on Eclipse EMF § Implements the ODM specification(OMG) § SPARQL - The W 3 C RDF Data Access Working Group (DAWG) § http: //www. w 3. org/2001/sw/Data. Access/ § RDF Query Language and protocol (for issuing SPARQL queries) § SPARQL is already implemented in many RDF stores (including ARQ, the query component of Jena) § IBM reps to the DAWG § Lee Feigenbaum § Elias Torres § Rule Interchange Format § http: //www. w 3. org/2005/rules/Overview. html § IBM reps § Leora Morgenstern § Christopher Welty (co-chair) 19 AP/Americas March 5 -8, 2006 Orlando, Florida © Copyright IBM Corporation 2006
How mature is the technology and how might you use it? AP/Americas March 5 -8, 2006 Orlando, Florida 20 © Copyright IBM Corporation 2006
A simple test case § Can we build some sort of semantic web application using RDF/OWL for our data model? § Technologies used: Test Case Ontology… § Protégé for ontology development § Protégé and Protégé-OWL API for engine § Java. Server Faces § Web. Sphere Application Server § Rational Software Architect (…after conversion to Java Objects) 21 AP/Americas March 5 -8, 2006 Orlando, Florida © Copyright IBM Corporation 2006
Test Case Screen 1 22 AP/Americas March 5 -8, 2006 Orlando, Florida © Copyright IBM Corporation 2006
Test Case Screen 2 23 AP/Americas March 5 -8, 2006 Orlando, Florida © Copyright IBM Corporation 2006
Test Case Screen 3 24 AP/Americas March 5 -8, 2006 Orlando, Florida © Copyright IBM Corporation 2006
Test Case Screen 4 Resource information (the data) shows in left pane. All related resources attached for multifaceted browsing 25 AP/Americas March 5 -8, 2006 Orlando, Florida © Copyright IBM Corporation 2006
Some Lessons Learned § No “right” way to model an ontology. § § § Depends upon the end-use cases you have in mind Depends on whether you intend to reason (engine) and auto-classify Depends on personal preferences 1 -2 weeks of playing with Protégé and learning about OWL Rebuilt ontology up to 3 times before starting to code § Wanted a dynamic model so that you can change ontology only without recoding application § Ended up generating Java objects from ontology using Protégé OWL’s Java code generation feature (lazy, I guess) § Totally dynamic model is still doable (perhaps I should have used Jena OWL API? ) Need more time. § Ontology + auto generate Java model + Java Server Faces + Rational = Drag and drop development and very little code! § Discovered IBM Research projects after-the-fact § Wish I would have used our stuff; some of it is very cool § Total time = 2 months learning and experimenting (off-time) § Now “I get it”…and want to start over. 26 AP/Americas March 5 -8, 2006 Orlando, Florida © Copyright IBM Corporation 2006
Ready for prime time? § Data modeling § YES § Ontology-based approach to data modeling is highly beneficial § Horizontal integration (breaking down "silos") § § YES, sort of… The tools are there, but they aren’t baked in to many enterprise products Concepts may be “too new” for customer comfort Opportunity for IBM to take a stronger leadership role. § Machine-driven interpretation (i. e. inference, rules engines, etc. ) § NO § Not mature, slow, or based on rapidly evolving standards § A big pill to swallow at first; learn the basics before getting into inference, rules, and reasoning. § CONCLUSION: § “Semantic Web” as a concept may not be ready for prime time, but it is ready for our attention § Many semantic web technologies are mature and immediately beneficial § Learning curve is rather steep (or I’m slow) – get started! 27 AP/Americas March 5 -8, 2006 Orlando, Florida © Copyright IBM Corporation 2006
Get involved, learn, contribute, and have some fun… AP/Americas March 5 -8, 2006 Orlando, Florida 28 © Copyright IBM Corporation 2006
@ IBM § Semantics on Alpha. Works § http: //www. alphaworks. ibm. com/topics/semantics § Flash Demos: http: //www. alphaworks. ibm. com/demo/flash/wssem § Semantic Tools for Web Services § http: //w 3. alphaworks. ibm. com/techs/alphabrief. jsp? tech=wssem § A set of Eclipse plug-ins for semantic matching and composition of Web services. (This is an ETTK technology. ) § Semantic Layer Research Platform § On IBM Internal Open Source Bazaar § http: //w 3. opensource. ibm. com/projects/slrp/ § A platform for building Semantic applications that use RDF, LSID and other Semantic Web technologies. The platform includes several components such as an RDF server with collections, acls, replication and transactions, client and web development kits including an Eclipse suite of plugins for RDF consumption. This project also contains several prototypes such as Life Sciences Workbench and Unified Activity Management. § Semantic Super Computing § On IBM Internal Open Source Bazaar § http: //w 3. opensource. ibm. com/projects/ssc/ § The Semantic Super Computing project performs research on large amount of data or large amount of computation. The aim is to explore innovative way to deal with the scalability issues and user interface problems of such projects. § Watson Research Semantics Wiki § http: //semanticswiki. watson. ibm. com/Front. Page § Blue Pages § Search entire profile for “Semantic Web” § 39 results as of 1/31/2006 29 AP/Americas March 5 -8, 2006 Orlando, Florida © Copyright IBM Corporation 2006
Others… § HP Labs Semantic Web Research § http: //www. hpl. hp. com/semweb/ § Research group aiming to enable semantic web benefits for HP customers and partners. § Provides most popular semantic web API: § Jena 2 - a Java framework for writing Semantic Web applications § Top. Quadrant § http: //www. topquadrant. com/ § Established in 2001 as a premier semantic web solutions firm. 30 AP/Americas March 5 -8, 2006 Orlando, Florida © Copyright IBM Corporation 2006
More… § Sandsoft - “The Ontology Company” § http: //www. sandsoft. com/ § An IBM partner § Semantical. org – “Promote and advancing the state of the art in the establishment of the commercial Semantic Web” § http: //semantical. org/ § Recent launch: open source semantic web-based search engine § Nepomuk – “$20 million EU-backed project that aims to create a next-generation computing approach known as the ‘Social Semantic Desktop’. § http: //nepomuk. semanticdesktop. org/xwiki/bin/Main 1/ 31 AP/Americas March 5 -8, 2006 Orlando, Florida © Copyright IBM Corporation 2006
A few reference resources § Google “Semantic Web” – you’ll be reading for hours. § The Semantic Web. Scientific American May 2001. http: //www. sciam. com/article. cfm? article. ID=00048144 -10 D 2 -1 C 70 -84 A 9809 EC 588 EF 21 § SWAD-Europe § http: //www. w 3. org/2001/sw/Europe/ § The SWAD-Europe project ran from May 2002 to October 2004, and aimed to support W 3 C's Semantic Web initiative in Europe, providing targeted research, demonstrations and outreach to ensure Semantic Web technologies move into the mainstream of networked computing. § Semantic Web Best Practices Discussion List § http: //lists. w 3. org/Archives/Public/public-swbp-wg/ § Ontologies Come of Age. By Deborah L. Mc. Guinness. In “The Semantic Web: Why, What and How” MIT Press § Semantic Web Technologies Take Middleware to Next Level – Gartner Report 20 August 2002 § The Semantic Web: Trying to Link the World – Gartner Report 30 August 2001 § The Integrated Enterprise From 2003 to 2012 - Gartner Report dated 12/3/02 by J. Fenn, Y. Natis, J. Sinur, A. Linden § Integration’s Dirty Little Secret: It’s a matter of Semantics- by Jeff Pollack Modulant Software http: //www. modulant. com/PDFs/dirty_little_secret. pdf § Semantic Information Architecture: Solving the Enterprise Data Problem. Executive White paper by Zvi Schreiber. Unicorn 2003. http: //www. dmreview. com/whitepaper/WID 532. pdf 32 AP/Americas March 5 -8, 2006 Orlando, Florida © Copyright IBM Corporation 2006
Session Summary Now that you have completed this session, you should be able to: § Understand articulate the semantic web vision § Know the basic framework and core technologies § Be aware of some of available tools § Understand how mature the technology is and how you might (or might not) use it today § Get involved for further learning, contribution, or just plain geek fun 33 AP/Americas March 5 -8, 2006 Orlando, Florida © Copyright IBM Corporation 2006
Extra Slides § 34 AP/Americas March 5 -8, 2006 Orlando, Florida Misc. stuff. © Copyright IBM Corporation 2006
Imagine… § A web that computers (not just humans) can understand. § Intelligent search, augmented search, automated search § Better enterprise application integration § § § Integration at the data layer rather than the API layer – reduced programming Universal data exchange Automatic and ad hoc configuration Better service discovery “Serendipitous interoperability” (interoperability under unchoreographed conditions) Semantics can bring us closer to the vision of SOA § Example: Web. Sphere Process Server looks up best service based on the semantic descriptions rather than calling service directly. § Semantics can give us better On Demand Workplaces § Better ways to integrate the “thousand tribes” intranet into one comprehensive, yet personalized web portal § Improved Systems and Software Engineering § Model Driven Architectures (using ontology approach to models) § One example: http: //www. w 3. org/2001/sw/Best. Practices/SE/ODA/ § See also: § Ontology-based Web Services for Business Integration § http: //www. alphaworks. ibm. com/tech/owsbi § Comprehensive desktop application integration § An army of intelligent agents working on your behalf 35 AP/Americas March 5 -8, 2006 Orlando, Florida © Copyright IBM Corporation 2006
Technology Trends § Semantic Modeling Languages gaining Standards’ Acceptance Foundations for Semantics OWL RDF Schema RDF Integration/ Modeling Language Adoption Cycle XML Schema Syntax DTDs XML HTML 1991 36 Presentation 1994 1996 AP/Americas March 5 -8, 2006 Orlando, Florida Time 1997 1999 2003 © Copyright IBM Corporation 2006
Trends § Web standards: from presentation to semantics Degree of Semantic Specification HTML XML DTDs XML RDF Schema RDF OWL Schema Modeling Language Presentation 37 AP/Americas March 5 -8, 2006 Orlando, Florida Syntax Semantics © Copyright IBM Corporation 2006
Trends § Semantics enable next generation integration solutions Semantic Web Services for Dynamic Application Integration Semantic Technologies Ontologies for Data & Content Management 2004 2005 2010 Time “By 2005, lightweight ontologies will be part of 75% of application integration projects (0. 7 probability)” – Gartner Report August 2002 38 AP/Americas March 5 -8, 2006 Orlando, Florida 2015 “Through 2012, Semantic Web technologies will offer the infrastructure for the much-improved, unified semantics that are needed to support dynamic application integration at the enterprise level”. - Gartner Report Dec 2002 © Copyright IBM Corporation 2006
Скачать презентацию Introduction to the Semantic Web Vision and Technologies
5f72518c6ce2ed06428b712bb88cc7b8.ppt