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Dublin Core Metadata Tutorial July 9, 2007 Stuart Weibel Senior Research Scientist OCLC Programs and Research. Tutorial Roadmap. Principles of Metadata Dublin Core Metadata Basics The Dublin Core Abstract Model Syntax Alternatives for DC Metadata Mixing and Matching Metadata

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Dublin core metadata tutorial july 9 2007 stuart weibel senior research scientist oclc programs and research
Dublin Core Metadata TutorialJuly 9, 2007Stuart WeibelSenior Research ScientistOCLC Programs and Research

Tutorial roadmap
Tutorial Roadmap

  • Principles of Metadata

  • Dublin Core Metadata Basics

  • The Dublin Core Abstract Model

  • Syntax Alternatives for DC Metadata

  • Mixing and Matching Metadata

  • History and workings of the Dublin Core Metadata Initiative

  • Acknowledgements: I have borrowed liberally from tutorial slides sets from Tom Baker, Diane Hillman, Andy Powell, and Marty Kurth, available at Dublincore.org

Basic principles of metadata

Basic Principles of Metadata

The Web as an information system

The Internet Commons

Interoperability is key

MARC lives

The varieties of metadata


Some Challenges

State of the web as an information system
State of the Web as an Information System

  • Search systems are motivated by business models, not functionality

  • Index coverage is broad, but unpredictable

  • Too much recall, too little precision

  • Index spam abounds

  • Resources (and their names) are volatile

  • What about versions, editions, back issues?

  • Archiving is presently unsolved

  • Authority and quality of service are spotty

  • Managing Intellectual Property Rights is difficult

Metadata part of a solution
Metadata: Part of a Solution

  • Structured data about other data

    • helps to impose order on chaos

    • enables automated discovery/manipulation

  • Full Text Web indexing is the dominant idiom for search

  • Metadata is more useful in structured collections, used in combination with applications designed to take advantage of structured descriptions

Internet commons includes multiple communities












Internet Commons includes Multiple Communities

Interoperability requires conventions about
Interoperabilityrequires conventions about:

  • Semantics

    • The meaning of the elements

  • Structure

    • human-readable

    • machine-parseable

  • Syntax

    • grammars to convey semantics and structure

Haven t we done metadata already
Haven’t we done metadata already?

The MARC family of standards is the single most successful resource description standard in the world

Marc cataloging
MARC Cataloging…

  • Is really MARC-AACR2 cataloging

    • MARC is the communications format

    • AACR2 (Anglo-American Cataloging Rules) defines the cataloging rules (semantics

  • MARC and AACR2 are evolving

    • Closer alignment with XML as a syntax option

    • RDA is an effort to modernize AACR2, and alignment it with networked environments

  • RDA and Dublin Core are cooperating on alignment of a common underlying data model.

What s wrong with this model on the web
What’s wrong with this model on the Web?

  • Expensive

    • Complex

    • Professional Catalogers required

  • Bias towards bibliographic artifacts

    • Fixed resources

    • Incomplete handling of resource evolution and other resource relationships

  • Anglo-centric

    • MARC 21 accounts for ¾ of MARC records, but there are many other varieties

Warwick framework modular metadata
Warwick Framework: Modular Metadata

  • Conceptual Architecture for metadata from the Warwick Metadata Workshop (DC-2)

  • Conceptual architecture to support the specification, collection, encoding, and exchange of modular metadata

  • Provide context for metadata efforts (including Dublin Core)

    • avoids the “black-hole” of comprehensive element sets

    • focuses interoperability issues at package level

  • A conceptual framework, NOT an application

Modularity and extensibility the lego metaphor
Modularity and Extensibility: the Lego metaphor

  • DC is a beginning, not an end

  • An architecture for modular, extensible metadata

  • The simplest common denominator

    • Add stuff you need for

      • Local requirements

      • Domain specific functionality

      • Other dimensions of description

        • Eg cloud cover… management… structural metadata….

Descriptive metadata standards
Descriptive Metadata Standards

  • IEEE LOM (Learning Object Metadata)

    • Descriptive and structural metadata to support instructional systems

  • ONIX (Online Information Exchange) – bookseller metadata

  • FGDC – Federal Geographic Data Committee: rich descriptive and structural metadata for GIS applications

  • Encoded Archival Description – description of archival collections

  • MPEG Multimedia Metadata – large, complicated, still in progress – descriptive, structural, rights management

  • Dublin Core – core descriptive metadata

Metadata creation
Metadata Creation

  • Metadata is expensive and error prone

    • A MARC Record costs about $100 USD to create one record at the Library of Congress

    • Competes with indexing at… $ 00.001 ???

  • Capture it as close to point of creation as possible

  • Capture as much automatically as possible

  • Should be designed with close attention to the functional requirements it serves

  • Re-use existing standards whenever possible

  • Always tension between completeness of description, intended purpose, and cost

Metadata challenges
Metadata Challenges

  • Accommodate multiple varieties of metadata

  • Tension: functionality and simplicity

  • Tension: extensibility and interoperability

  • Human and machine creation and use

  • Community-specific functionality, creation, administration, access work at cross purposes to global interoperability

Interoperability barriers cost time and money a common data model helps avoid this
Interoperability barriers cost time and moneyA Common data model helps avoid this

Dublin core basics

Dublin Core Basics

Design Philosophy – useful metaphors

Language and pidgins

Characteristics of DC metadata

The simple bucket (properties)

Resource Types

Metadata grammar

Dublin Core Principles


Dumb-down rule

Context appropriate values


Dublin core starting assumptions and essential features
Dublin Core: Starting Assumptions and Essential Features

  • Simple

    • true to a point: the elements are simple, the underlying model is not

  • Consensus-based

    • Crucial to early success, both in attracting expertise and deployment. Bottom up

  • Based on the experience of practitioners, but hard to capture and capitalize on lessons learned

  • Cross-disciplinary and International

    • Central success factor

Essential features continued
Essential Features (continued)

  • The Web is the strategic application

    • On the mark

  • International

    • Also central success factor, but hard (20 languages in the Registry)

  • Lego-like modularity & extensibility

    • Partially realized promise

    • Application Profiles are the means

  • Syntax independence

    • An ongoing nightmare (HTML…XML…RDF/XML)

  • Authors will describe their own works

    • Laughably naïve

A pidgin for digital tourists
A Pidgin for Digital Tourists

  • Metadata is language

  • Dublin Core is a small and simple language -- a pidgin -- for finding resources across domains

  • Speakers of different languages naturally "pidginize" to communicate

    • E.g., tourists using simple phrases to order beer ("zwei Bier bitte" "dva pivo" "biru o san bai"...)

  • We are all "tourists" on the Internet.

A grammar of dublin core
A Grammar of Dublin Core

  • By design not as rich as mother tongues, but easy to learn and useful in practice

  • Pidgins: small vocabularies (Dublin Core: fifteen special nouns and lots of optional adjectives)

  • Simple grammars: sentences (statements) follow a simple fixed pattern...

  • http://www.dlib.org/dlib/october00/baker/10baker.html

Basic structures in dublin core metadata





Basic Structures in Dublin Core Metadata

  • The basic unit of metadata is a statement:

    • Statements consist of a property (a metadata element) and a value

    • Metadata statements describe resources

    • More about the Dublin Core Abstract model later

What are the properties and values in the following metadata statements
What are the properties and values in the following metadata statements?

245 00 $a Amores perros $h [videorecording]

<title> Nueve reinas </title>

<type> MovingImage </type>

  • Different models for conveying related information

  • Dublin Core syntax fits in more naturally with the structure of the Web

Dublin core metadata tutorial july 9 2007 stuart weibel senior research scientist oclc programs and research

implied statements?


one of 15


property value

(an appropriate














[optional qualifier]

[optional qualifier]

Varieties of qualifiers element refinements
Varieties of qualifiers: statements?Element Refinements

  • Make the meaning of an element narrower or more specific.

    • a Date Created versus a Date Modified

    • an IsReplacedBy Relation versus a Replaces Relation

  • If your software does not understand the qualifier, you can safely ignore it.

Varieties of qualifiers value encoding schemes
Varieties of Qualifiers: statements?Value Encoding Schemes

  • Says that the value is

    • a term from a controlled vocabulary (e.g., Library of Congress Subject Headings)

    • a string formatted in a standard way (e.g., "2001-05-02" means May 3, not February 5)

  • Even if a scheme is not known by software, the value should be "appropriate" and usable for resource discovery.

Dublin core metadata tutorial july 9 2007 stuart weibel senior research scientist oclc programs and research

Resource statements?



"Languages -- Grammar"








Dumb down principle for qualifiers
Dumb-Down Principle for Qualifiers statements?

  • Simple DC does not use element refinements or encoding schemes – statements contain only value strings

  • Qualified DC uses features of the DCMI Abstract Model, including element refinements and encoding schemes

  • Dumbing-down is translating Qualified DC to simple DC

  • Qualifiers refine meaning (but may be harder to understand)

The one to one principle
The One to One Principle statements?

  • Each resource should have one metadata description

    • For example, do not describe a digital image of the Mona Lisa as if it were the original painting

  • Group Related descriptions into description sets

    • Describe an artist and his or her work separately, not in a single description

Appropriate values
Appropriate Values statements?

  • There are generally tradeoffs between local requirements and global requirements

  • Use elements and qualifiers to meet the needs of your local context, but…

  • Keep in mind that machines and people use and interpret metadata, so…

  • Consider whether the values used will help discovery outside your local context

Dublin core as a multilingual metadata language
Dublin Core as a multilingual metadata language statements?

  • Dublin Core has been translated into 20 + languages

    • machine-readable tokens are shared by all

    • human-readable labels are defined in different languages

    • translations are distributed, maintained in many countries

    • eventually linked in DCMI registry

One token labels in many languages

label statements?






One token – labels in many languages


[Server in


[DCMI Server]

[Server in


Metadata languages are multilingual
Metadata languages are "multilingual" statements?

  • Metadata is not a spoken language

  • The words of metadata -- "elements" -- are symbols that stand for concepts expressible in multiple natural languages

  • Standards may have dozens of translations

  • Are concepts like "title", "author", or "subject" used the same way in English, Finnish, and Korean?

Dcmi open metadata registry
DCMI Open Metadata Registry statements?

  • Managing vocabularies defined by the DCMI

    • Languages

    • Versioning

    • Controlled vocabularies

  • Foundation for modular, incremental integration and evolution

  • The Registry working group is a Dublin Core Community with participants around the world

The dublin core abstract model

The Dublin Core Abstract Model statements?


Simple versus Qualified DC



Description sets

Value Strings

Element refinements

Encoding Schemes

Graphical representation of the Abstract Model

Summary of general ideas

Important dcmi document concerning the abstract model and syntax alternatives
Important DCMI Document concerning statements?the Abstract Model and Syntax alternatives

  • DCMI Abstract Model


  • Expressing Dublin Core in HTML/XHTML meta and link elements


  • Expressing Dublin Core metadata using the Resource Description Framework (RDF)


  • Expressing Dublin Core metadata using XML


Simple versus qualified dc
Simple versus Qualified DC statements?

  • Simple DC supports single descriptions using the 15 base elements and value strings

  • Qualified DC supports the richer features of the Abstract Model, and allows the use of all DCMI terms as well as other, non-DCMI terms.

  • An application profile is used to specify a metadata application that includes DCMI terms in combination with non-DCMI terms (mix & match metadata).

The dcmi abstract model

property statements?




The DCMI Abstract Model

  • A data model for Dublin Core

  • Agreed upon underlying structure for metadata statements

  • Many years in the making -- long term contention

  • Describes the structure of statements about resources thatwe make in our metadata language:

What is a resource
What is a resource? statements?

  • W3C definition:

    • “anything that has identity… electronic document, an image, a service”

    • “not all resources are network retrievable; e.g. human beings, corporations, and bound books can also be considered resources”

  • In other words, a resource is anything we can identify:

    • Physical things (books, people, airplanes….)

    • Digital things (Images, web pages, services….)

    • Concepts (colors, subjects, eras, places)

  • In the DC context, the DCMI Type list describes the stuff we describe with DC metadata

Resource types for which dc is often used
Resource types for which DC is often used statements?

DCMI TYPE Vocabulary

Abstract model descriptions
Abstract Model: Descriptions statements?

  • A description is composed of:

    • One or more statements about a single resource

    • Optionally, the URI of the resource being described

  • Each statement is made up of

    • A property URI (that identifies a property)

    • A value URI (that identifies a value) and/or one or more representations of the value (a value string)

Terminology value strings
Terminology: Value Strings statements?

  • A value string is a human-readable string that represents the value of the property

  • Each value string may have an associated value string language that is an ISO language tag (e.g., pt-BR)

Terminology element refinements
Terminology: Element Refinements statements?

  • Elements are the same as properties

  • Element refinements are the same as sub-properties

  • An element refinement is a special case of an element that shares the meaning of its ‘parent’, but has narrower semantics

  • Paulo is illustrator of a book, therefore he is also a contributor to the book

    Illustrator is an element refinement of contributor

Terminology encoding schemes
Terminology: Encoding Schemes statements?

  • Values and valuestrings can be ‘qualified’ by encodingschemes in order to clarify their meaning

    • A Vocabulary Encoding Scheme is used to indicate a terminology set from which a value is taken:

      Stem cells—Research is a value from LCSH

      616.02774 is a value from DDC-22

    • A syntax encoding scheme is used to indicate the structure of a value string

      2004-10-12 is structured according to the

      W3CDTF rules for date encoding

Terminology description sets
Terminology: Description Sets statements?

  • The 1:1 principle dictates that each description describes one, and only one, resource

  • Weoften need to describe grouped sets of descriptions, which are known in the abstract model as description sets

    • An article and its authors

    • A painting and its artist

  • When description sets are exchanged between software applications, they are generally encoded according to a particular syntax in a metadata record

Abstract model summary after andy powell

value string statements?

Abstract Model summary (after Andy Powell)

Record (encoded as html, XML, or RDF/XML

Description set

Resource Description (URI)

Resource Description (URI)

Resource Description (URI)




encoding scheme


property (URI)

value URI

syntax encoding




General ideas
General Ideas statements?

  • DC is not just the 15 elements, though they comprise the foundation for simple DC

  • 50+ properties (elements) have been approved by DCMI

  • The model supports local declarations of additional properties

  • The model supports application profiles (mixing DC elements with those of other sets)

  • The model allows the grouping of descriptions to create more complex description entities

Syntax alternatives

Syntax Alternatives statements?

Choosing among alternatives




Syntax alternatives html xml rdf xml
Syntax Alternatives statements?HTML… XML… RDF/XML

  • Three Web-based models for deploying metadata

  • Each has advantages and disadvantages

  • What is ‘best’ depends on local constraints

    • What is the objective of the system? How do these syntax alternatives support local functional requirements?

    • Are there services and software to ‘consume’ the metadata created?

    • Are trained practitioners available to create and support the systems?

Syntax alternatives html
Syntax Alternatives: HTML statements?

  • Advantages:

    • Simple – META tags embedded in content

    • Widely deployed tools and knowledge

    • Resource carries its metadata around with it

    • Metadata is openly harvestable

Syntax alternatives html continued
Syntax Alternatives: HTML (continued) statements?

  • Disadvantages

    • Limited structural richness (does not support hierarchical, tree-structured data

    • Management of metadata is less reliable (the metadata is out in the wild)

  • Describe one thing (the HTML document) and no more!

Dublin core in html example
Dublin Core in HTML (example) statements?


<link rel="schema.DC" href="http://purl.org/dc">

<meta name="DC.title"

content=“DC Metadata Tutorial”

<meta name="DC.creator"

content=“Stuart L. Weibel"> <meta name="DC.subject" xml:lang= “en-US’

content=“Metadata"> <meta name="DC.date" scheme=“DCTERMS.W3CDTF"


<meta name=“DCTERMS.audience”

content =“technical librarians”</head>


… [ rest of html document ]

The namespaces for html encoding
The namespaces for HTML encoding statements?

  • All DCMI terms (elements, element refinements, and encoding schemes) are found in:

    DCMI Metadata Terms


  • The namespaces are a result of historical developments

    • DC: [original elements]

    • DCTERMS: [later elements]

Syntax alternatives xml
Syntax Alternatives: XML statements?

  • XML = eXtensible Markup Language

  • The standard for networked text and data

  • Wide-spread tool support

    • Parsers are widely available

    • Extensibility (XML namespaces)

    • Type definitions (XML Schema)

    • Transformation and Rendering (XSLT)

    • Rich linking semantics (XLINK)

Xml schema
XML Schema statements?

  • Rich XML-based language for expressing data-type semantics

  • Replaces arcane and limited DTD (origin in SGML)

  • Facilities:

    • Data typing (both complex and primitive)

    • Constraints (ranges, cardinality…)

    • Defaults (specify defaults for certain properties)

Dublin core fragment in xml
Dublin Core fragment in XML statements?

<metadata xmlns:dc="http://www.openarchives.org /OAI/dc.xsd">   <dc:creator>Carl Lagoze</dc:creator> <dc:title>Accommodating Simplicity and Complexity in Metadata</dc:title> <dc:date>2000-07-01</dc:date>       <dc:publisher>Cornell University, Computer Science</dc:publisher>


Where is the rest of the stuff? In the schema!

Case study oai pmh oai protocol for metadata harvesting
Case Study: OAI-PMH statements?OAI Protocol for Metadata Harvesting

  • Open Archives Initiative


  • Simple Protocol for sharing metadata records

  • Based on HTTP, XML, XML Schema, and XML namespaces

  • Allows a harvester to query a remote repository for some or all of its metadata records

  • DC is the default native metadata format in the OAI protocol

Syntax alternatives rdf
Syntax Alternatives: RDF statements?

  • RDF (Resource Description Format)

  • Syntax expressed in XML

  • W3C recommendation for encoding metadata (a semantic Web technology)

  • Enabling technology for richly-structured metadata

  • Rich data model (the DC Abstract Model is a constrained version of RDF)

  • Metadata can be shared easily among independent applications that understand RDF

  • W3C – Resource Description Framework (RDF)


Summary syntax alternatives
Summary: Syntax alternatives statements?

  • Choices should be driven by local requirements and objectives

    • Available expertise

    • Costs of Deployment

    • Objectives and functional requirements

Association models where do we keep the metadata
Association Models statements?Where do we keep the metadata?

  • Embedded

    • HTML META tags or XML or RDF-XML can be embedded in the resource, and hence travels with the resource

    • Simple, but limited in structural richness

  • Loosely coupled

    • Shadow Files (like Adobe’s XMP Sidecar files)

    • Requires a system to manage and insure that they stay in synch

    • RDF or XML descriptions

  • Third Party Metadata

    • Stored in repositories such as library catalogs

    • Easier to manage and maintain, and provide service

    • Library catalogs, for example

Application profiles mixing and matching metadata

Application Profiles: statements?Mixing and Matching Metadata

What is an Application Profile?

Why bother?

Creating new properties

Documenting and declaring new


Some examples

Application profiles mixing and matching metadata1
Application Profiles: Mixing and Matching Metadata statements?

  • The mixing and matching of elements (properties) from separate metadata sets

  • An expression of metadata modularity

  • Implementers can benefit from peer applications

  • Communities can harmonize their metadata, picking complementary properties

  • Promotes convergence over time

  • For application profiles to work, there must be public declarations of properties that conform to a common data model (or nearly so)

Application profile definition
Application Profile: Definition statements?

  • Declaration of metadata properties used in a given organization or application or community

  • Documentation of encodings, constraints, and creation guidelines

  • Implies formal schemas (xml schemas or RDF schemas)

  • Should promote both human understanding and machine interoperability

  • The concept of application profiles applies to any metadata community of practice, not just DC

  • DC has promoted their use and leads by example

Why bother
Why bother? statements?

  • One-size-fits-all metadata results in bloated, unmanageable specifications and applications

  • APs allow tailoring a given metadata application to match the element set to specific functional requirements based on local or community needs, while retaining interoperability with a larger metadata community

Creating an application profile
Creating an Application Profile statements?

  • Find out what others have done… don’t re-invent wheels!

  • Develop community consensus

  • Define Name, Label, definition relationships (see the DCMI Usage Board guidelines)

  • Determine an appropriate URI (a home on the Web)

  • Dublin Core Application Profile Guidelines


Document new properties
Document New Properties statements?

  • At very least: a Web page with relevant information

  • Better: a web page with a public schema using new terms in an application profile

  • Better still: all properties available as part of a metadata registry

Example application profiles
Example Application Profiles statements?

  • DC-Library AP

  • DC-Collection Description AP

  • DC-Government AP

  • DC-Education AP

Some history of the dublin core and how the initiative works

Some History of the Dublin Core statements?andHow the Initiative Works

The Beginnings


Workshops and Conference series

What the initiative does


Some example applications

Dublin core the beginning
Dublin Core: The Beginning statements?

  • A casual discussion at WWW-2 in Chicago, October of 1994

    • How to make things on the Web easier to find?

  • OCLC & NCSA co-sponsored an invitational workshop in March of 1995

  • The workshop became a workshop series, and eventually a conference series

  • DCMI: Dublin Core Metadata Initiative

    • Governance and process evolved over time

    • De facto standards maintenance body

Dublin core landmarks
Dublin Core Landmarks statements?

  • 1994: Simple tags to describe Web pages

  • 1995: The Dublin Core is one of many vocabularies needed ("Warwick Framework")

  • 1996: The Dublin Core: 13 elements expanded to 15 - appropriate for Text and Images

  • 1997: WF needs formal expression in a Resource Description Framework (RDF)

Dublin core landmarks continued
Dublin Core Landmarks (continued) statements?

  • 2000: Dublin Core Metadata Initiative recommends qualifiers, broadens its organizational scope beyond the Core

  • 2001: Workshop Series becomes a conference series

  • DCMI Affiliates and a board of trustees

  • 2005: Abstract Model (Finally)

The dublin core workshop series
The Dublin Core Workshop Series statements?

  • Workshop Venues:

    US DC 1, 3, 6

    UK DC 2

    Australia DC 4

    Finland DC 5

    Germany DC 7

    Canada DC 8

  • Conferences

    Tokyo (2001) China (2004)

    Florence (2002) Spain (2005)

    Seattle (2003) Mexico (2006)

Dcmi activities
DCMI Activities statements?

  • Standards development and maintenance

  • Metadata registry and infrastructure

  • Technical working groups and periodic workshops

  • Tutorial materials and user guides

  • Education and training

  • Open source software

  • Liaisons with other standards or user communities

Governance of dcmi
Governance of DCMI statements?

  • DCMI has a Board of Trustees that oversees the operation and goals of the initiative

  • Managing Director

    • Makx Dekkers

  • Director of Specifications and Documentation

    • Tom Baker

  • An Advisory Board of metadata experts provides guidance on metadata issues

The dcmi usage board
The DCMI Usage Board statements?

  • The Usage Board is an editorial committee that evaluates proposals for new elements or revisions

  • International selection of metadata experts

  • Meet twice yearly

  • Documents decisions and updates DCTERMS document

Affiliate program
Affiliate Program statements?

  • DCMI has National Affiliates which support the Initiative and are represented on the Board of Trustees

    • Finland

    • UK

    • Singapore

    • New Zealand

    • Korea

  • OCLC has been the Host from the start

The three i s
The Three I’s statements?

  • Independent: DCMI is not controlled by specific commercial or other interests and is not biased towards specific domains nor does it mandate specific technical solutions

  • International: DCMI encourages participation from organizations anywhere in the world, respecting linguistic and cultural differences

  • Influenceable: DCMI is an open organization aiming at building consensus among the participating organizations; there are no prerequisites for participation

The work gets done by communities and task groups
The Work gets done by Communities and statements?task groups

  • Accessibility Community

  • Collection Description Community

  • Education Community

  • Environment Community

  • Global Corporate Circle

  • Government Community

  • Kernel Community

  • Libraries Community

  • Localization and Internationalization Community

  • Preservation Community

  • Registry Community

  • Social Tagging Community

  • Standards Community

  • Tools Community

Standardization of the dublin core
Standardization of the Dublin Core statements?

  • IETF RFC 2413

    • http://www.ietf.org/rfc/rfc2413.txt

  • CEN Workshop Agreement (Europe)

    • endorse Dublin Core elements as CWA13874

  • NISO Z39.85

    • National Information Standards Organization, an ANSI affiliate

  • ISO 15836

Metadata applications examples
Metadata Applications - examples statements?

  • Governments

    • 7 governments have adopted DC metadata

    • Adobe products

      • XMP – Adobe’s variant of RDF

      • Dublin Core is a base schema

  • IPTC – International Press and Telecommunications Council

    • Dublin Core based standard for journalism

  • Knowledge Management systems commonly use DC metadata

  • Visual materials require metadata for findability

  • Library Systems (mostly MARC cataloging, but increasingly other metadata as well)

Metadata applications continued
Metadata applications (continued) statements?

  • Search Systems

    • Full text indexing is enormously useful

    • Structured metadata improves search

    • The Amazoogles are all aggressively courting metadata aggregators

  • Cameras

    • Automatically create metadata for each image

    • Some even include GPS data

  • Commerce systems require metadata

  • Social Software applications are largely about enriching resource information with tags, reviews, and automated linking

To sum up
To Sum Up… statements?

  • Many purpose-built metadata standards

  • Few have explicit data models

  • Few interoperate

  • Some will survive, others will not

  • The Web demands convergence

    • Break down silos between domains and communities of practice

    • RDF should help promote convergence, but we are not there yet

  • Expect more metadata standards, but hope for fewer

How to participate

Join the statements?


mailing list

Join a working



on lists and

working groups

is available athttp://dublincore.org

How to Participate

Stuart l weibel
Stuart L. Weibel statements?

Visit me at: http://weibel-lines.typepad.com

Contact me at: Weibel@oclc.org

Thank you for your attention