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The Standards Paradox: Case
Studies in Conforming to or
Abandoning Metadata Standards
Jenn Riley
Metadata Librarian
Digital Library Program
10/31/07 DL Brown Bag Series 2
The problem
“Standards are like
toothbrushes, everyone
agrees that they’re a
good idea but nobody
wants to use anyone
else’s.” *
* I heard this from Murtha Baca at the Getty, but she got it from someone else…
10/31/07 DL Brown Bag Series 3
Seriously, though…
 We have to make decisions about how to represent
metadata internally in our systems
 We all have our own unique needs
 Every collection/project is different
 One solution does not fit all
HOWEVER, we cannot afford to make a new solution
from scratch for every new pool of content.
10/31/07 DL Brown Bag Series 4
What are metadata standards for?
 Interoperability
 Providing clear representations of conceptual
models
 Reminding you of the sorts of things you
ought to record
10/31/07 DL Brown Bag Series 5
How do metadata standards differ?
 Underlying conceptual model
 Focus of description
 Analog vs. digital
 Intellectual content vs. carrier
 Use of data
 Discovery
 Description
 Interpretation
 etc…
10/31/07 DL Brown Bag Series 6
Benefits of using standards internally
 Fewer decisions to make (but far from none)
 Some expectation of interoperability (but far
from assured)
 Less risk you’re forgetting something
important
10/31/07 DL Brown Bag Series 7
Drawbacks of using standards
internally
 Usually have to be creative with
implementation
 Little room for growth of functionality over
time
 Standards evolve over time – you either get
behind or have to repeatedly upgrade
10/31/07 DL Brown Bag Series 8
Benefits of designing your own
metadata structures
 You get to do it the way you want!
 Can more easily meet the unique needs of a
particular set of materials or user base
 Can take shortcuts
 Multiple versions
 Combining different types of metadata
 (And it’s fun to design new things.)
10/31/07 DL Brown Bag Series 9
Drawbacks of designing your own
metadata structures
 Still need to support standards in some way
 Must write mappings to standard formats
 Have to upgrade export mechanisms whenever
target standards change
 Conceptual model underlying your
implementation may not match target export
standards, making mapping difficult
10/31/07 DL Brown Bag Series 10
Scope of today’s discussion
 Focus is on descriptive metadata structure
standards
 The same principles would apply to other
types of metadata
 Other purposes – technical, structural, etc.
 Other levels – controlled vocabularies, etc.
Variations2/3
From local model to standard model
10/31/07 DL Brown Bag Series 12
 Research project funded by NSF and NEH
 Variations2 expanded on existing system by:
 expanding representations of music in other media:
score images, encoded scores
 creating additional metadata and new software
tools for enhanced searching, synchronization, and
navigation
 creating tools for pedagogical use
Variations2 (2000-2005)
slide courtesy of Jon Dunn, DLP
10/31/07 DL Brown Bag Series 13
Variations2 architecture (2005)
Collection
Metadata
Access
Control,
Bookmarks
contentuserinterfaceusers
digitized audio scanned scores encoded scores
faculty students librarians
slide courtesy of Jon Dunn, DLP
10/31/07 DL Brown Bag Series 14
Work-based metadata model
 Developed in 2001
 Data model and cataloging guidelines
developed locally specifically for the project
 Decision to develop locally stemmed from
need to “bind” any recording to any score of
the same Work easily
10/31/07 DL Brown Bag Series 15
is represented by
MEDIA OBJECT
represents a piece of digital
media content (e.g., sound file,
score image)
is enclosed in
CONTAINER
represents the physical item or
set of items on which one or
more instantiations of works
can be found (e.g., CD, score)
is manifested in
INSTANTIATION
represents a manifestation of a
work as a recorded
performance or a score
WORK
represents the abstract concept
of a musical composition or
set of compositions
Current locally-designed model
is created by
CONTRIBUTOR
represents people or
groups that contribute
to a work, instantiation,
or container
10/31/07 DL Brown Bag Series 16
Broder,
editor
Prepared from
autographs in 1960
Mozart,
composer
Fantasia K.397Sonata K. 279
Horowitz,
pianist
Uchida,
pianist
Sonata K. 279
recorded in 1965,
Carnegie Hall
Fantasia K.397
recorded in 1991,
Tokyo, Suntory Hall
V2 Data Model: Example
CONTAINERS
INSTANTIATIONS
WORKS
CONTRIBUTORS
CD
Mozart, Piano Works
Score
Mozart, Piano Fantasia K.397
10/31/07 DL Brown Bag Series 17
Mapping from MARC/AACR2
 Different conceptual model is a challenge
 V2 = work is focus of description
 MARC/AACR2 = publication/release is focus of
description
 V2 record creation process starts with import from
MARC bibliographic records
 MARC authority records imported for automatically
recognized or cataloger-identified Works
 Cataloger manually creates Instantiations of Works,
enhances data to fit V2 model
10/31/07 DL Brown Bag Series 18
Variations3 (2005-2008/9)
 Funded by a three year IMLS National Leadership Grant
 Indiana University:
 Digital Library Program
 Cook Music Library
 Partners:
 University of Maryland
 Tri-College Consortium: Haverford, Swarthmore, Bryn Mawr
 New England Conservatory
 The Ohio State University
 New York University / New World Records
Database of Recorded American Music
slide courtesy of Jon Dunn, DLP
10/31/07 DL Brown Bag Series 19
 Transform Variations2 into a system that can be
deployed by variety of institutions
 Add access to licensed music content in addition to
locally digitized content
 Continue to explore improved searching and
browsing capabilities through a new
metadata/cataloging model
 Develop an organizational model for sustaining the
software into the future
slide courtesy of Jon Dunn, DLP
Variations3 goals
10/31/07 DL Brown Bag Series 20
FRBR as an alternative model
 “Functional Requirements for Bibliographic
Records”
 1998 report from IFLA
 Conceptual model describing the entities and
relationships underlying bibliographic information
 Only recently gaining real traction
 Open WorldCat is semi-FRBRized
 New RDA content standard will be based on FRBR
principles
10/31/07 DL Brown Bag Series 21
FRBR Group 1 entities
WORK
EXPRESSION
MANIFESTATION
ITEM
is realized through
is embodied in
is exemplified by
“the physical embodiment of an expression of a work”
“the intellectual or artistic realization of a work”
“a distinct intellectual or artistic creation”
“a single exemplar of a manifestation”
w1 Franz Schubert's Trout quintet
-e1 the composer's score
-e2 a performance by the Amadeus
Quartet and Hephzibah Menuhin on
piano
-e3 a performance by the Cleveland
Quartet and Yo-Yo Ma on the cello
-. . . .
w1 Harry Lindgren's Geometric dissections
-e1 original text entitled Geometric
dissections
-m1 the book published in 1964 by Van
Nostrand
-e2 revised text entitled Recreational
problems in geometric dissections ....
-m1 the book published in 1972 by
Dover
w1 Ronald Hayman's Playback
-e1 the author's text edited for
publication
-m1 the book published in 1973 by
Davis-Poynter
-i1 copy autographed by the
author
FRBR Group 2
entities
FRBR Group 3
entities
10/31/07 DL Brown Bag Series 24
V3 vs. FRBR – loose mapping
Variations2 Entity FRBR Group
1 Entity
Work
(more concrete than FRBR Work)
Work
Instantiation
(can only appear on one Container)
Expression
Container
(includes some copy-specific data)
Manifestation
Media Object
(defined as a digital file)
Item
10/31/07 DL Brown Bag Series 25
Possible benefits of moving to FRBR
 Improve system sustainability
 Better integration with future catalogs
 More easily support cooperative cataloging
 Get some other features of the model “free”
 Group 2 and 3 entities
 User tasks
10/31/07 DL Brown Bag Series 26
Possible drawbacks of moving to
FRBR
 No approved binding of FRBR conceptual
model to a true data structure exists
 Unclear what it means to be “FRBR compliant”
 We’d have to make up our own data structure
based on the standard conceptual model
 Our current model is so close to FRBR, it is
unclear if the benefits will outweigh the costs
10/31/07 DL Brown Bag Series 27
Current status of switch
 FRBR modeling documentation created
 Report on applying FRBR to music
 Data dictionary (draft)
 Schema (draft)
 Switch still in proposal stage
 Advisors believe it’s a good idea
 We don’t know if we have time to implement it as part of
current project
 Still undecided as to how to model non-musical
content
EVIADA
From standard model to local model
10/31/07 DL Brown Bag Series 29
EVIADA project
 Ethnographic (formerly Ethnomusicological) Video
for Instruction and Analysis Digital Archive
 Mellon-funded partnership between IU and
University of Michigan
 Goals
 Preserve field video currently stored on researchers’
shelves
 Provide access to content of field video for teaching and
research
10/31/07 DL Brown Bag Series 30
EVIADA timeline
 Phased development
 Planning Phase 2001 – 2002
 Development Phase 2003 – 2005
 Sustainability Phase 2006 - 2009
 Metadata model designed and implemented
during Development Phase
10/31/07 DL Brown Bag Series 31
EVIADA conceptual model
slide courtesy of Will Cowan, EVIADA project
10/31/07 DL Brown Bag Series 32
EVIADA metadata creation
 Collection-level MARC record created based
on researcher-provided information
 Technical and digital provenance metadata
captured during digitization/transfer process
 Researchers annotate their own video,
segmenting into events, scenes, actions
 Extended descriptions
 Controlled vocabulary in specified categories
10/31/07 DL Brown Bag Series 33
Original metadata model
 MODS descriptive metadata
 Forthcoming AES audio technical metadata
 Slightly revised version of LC video technical
metadata
 Forthcoming AES process history (digiprov)
metadata
 METS wrapper
10/31/07 DL Brown Bag Series 34
Use of MODS
 One MODS record for each:
 collection
 event
 scene
 action
 Potentially hundreds of MODS records for
each collection
10/31/07 DL Brown Bag Series 35
Challenges for MODS
 Much information inherited from event to
scene to action
 Annotation information is generally more
free-form than expected in a structured
bibliographic metadata standard
 EVIA controlled vocabulary categories didn’t
match MODS “subject” elements
10/31/07 DL Brown Bag Series 36
New required functionality stretched
MODS usage too far
 Text formatting
 lists
 paragraphs
 Glossary
 Bibliography
 Video technical problems
 Transcriptions
 Translations
10/31/07 DL Brown Bag Series 37
New internal descriptive model
 More naturally matches data as it is
recorded by annotators
 Hierarchical collection/event/scene/action
 Goes beyond “bibliographic” information
 timecodes
 text markup
 internal linking
 Still stores technical and process history
metadata in standard formats
 Could export any needed combination of
descriptive and technical/process history
metadata together in a single METS
wrapper
10/31/07 DL Brown Bag Series 38
Must also provide standard
representation
 Designed for sharing, not internal representation;
therefore can afford to leave things out
 EAD
 hierarchical, for sharing with archives, although
event/scene/action not the normal hierarchy
 one document has entire collection hierarchy
 MODS
 for sharing with libraries
 record can be generated for collection, event, scene,
action on demand
Lessons learned
Or, so, now what?
10/31/07 DL Brown Bag Series 40
Let’s be frank
In an environment like IU, there will never be
one single solution, even for a relatively narrow
class of material
10/31/07 DL Brown Bag Series 41
Assessing standards
 Clearly define functional requirements – what
functions does your descriptive metadata need
to support?
 The functional requirements suggest a certain
conceptual model to underlie your metadata
 Compare existing descriptive metadata
structure standards against your functional
requirements and conceptual model
10/31/07 DL Brown Bag Series 42
Good practice
 Use a standard internally whenever it meets
defined functional requirements
 When you do choose to develop locally, take
as much inspiration as you can from
published standards
10/31/07 DL Brown Bag Series 43
The increasing role of conceptual
modeling
 Trend is toward clearer conceptual models,
e.g., DCMI Abstract Model, RDA
 Will likely result in better interoperability
among metadata standards
 Result may be conformance to conceptual
models becomes more important than
conformance to metadata structure standards
10/31/07 DL Brown Bag Series 44
The bottom line
 Every collection/project needs a clearly defined
metadata model
 Don’t just follow standards and guidelines –
understand them
 Must have the capability to generate standards-
compliant metadata for specific purposes
 Internal metadata format almost unimportant if it
meets these requirements
10/31/07 DL Brown Bag Series 45
For more information
 These presentation slides:
<http://www.dlib.indiana.edu/~jenlrile/presentations/
bbfall07/standards/standardsParadox.ppt>
 “Shareable” metadata
 OAI Best Practices for Shareable Metadata
 Metadata for You & Me
 EVIADA <http://www.indiana.edu/~eviada/>
 Variations3
<http://www.dlib.indiana.edu/projects/variations3/>

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The Standards Paradox: Case studies in Conforming to or Abandoning Metadata Standards

  • 1. The Standards Paradox: Case Studies in Conforming to or Abandoning Metadata Standards Jenn Riley Metadata Librarian Digital Library Program
  • 2. 10/31/07 DL Brown Bag Series 2 The problem “Standards are like toothbrushes, everyone agrees that they’re a good idea but nobody wants to use anyone else’s.” * * I heard this from Murtha Baca at the Getty, but she got it from someone else…
  • 3. 10/31/07 DL Brown Bag Series 3 Seriously, though…  We have to make decisions about how to represent metadata internally in our systems  We all have our own unique needs  Every collection/project is different  One solution does not fit all HOWEVER, we cannot afford to make a new solution from scratch for every new pool of content.
  • 4. 10/31/07 DL Brown Bag Series 4 What are metadata standards for?  Interoperability  Providing clear representations of conceptual models  Reminding you of the sorts of things you ought to record
  • 5. 10/31/07 DL Brown Bag Series 5 How do metadata standards differ?  Underlying conceptual model  Focus of description  Analog vs. digital  Intellectual content vs. carrier  Use of data  Discovery  Description  Interpretation  etc…
  • 6. 10/31/07 DL Brown Bag Series 6 Benefits of using standards internally  Fewer decisions to make (but far from none)  Some expectation of interoperability (but far from assured)  Less risk you’re forgetting something important
  • 7. 10/31/07 DL Brown Bag Series 7 Drawbacks of using standards internally  Usually have to be creative with implementation  Little room for growth of functionality over time  Standards evolve over time – you either get behind or have to repeatedly upgrade
  • 8. 10/31/07 DL Brown Bag Series 8 Benefits of designing your own metadata structures  You get to do it the way you want!  Can more easily meet the unique needs of a particular set of materials or user base  Can take shortcuts  Multiple versions  Combining different types of metadata  (And it’s fun to design new things.)
  • 9. 10/31/07 DL Brown Bag Series 9 Drawbacks of designing your own metadata structures  Still need to support standards in some way  Must write mappings to standard formats  Have to upgrade export mechanisms whenever target standards change  Conceptual model underlying your implementation may not match target export standards, making mapping difficult
  • 10. 10/31/07 DL Brown Bag Series 10 Scope of today’s discussion  Focus is on descriptive metadata structure standards  The same principles would apply to other types of metadata  Other purposes – technical, structural, etc.  Other levels – controlled vocabularies, etc.
  • 11. Variations2/3 From local model to standard model
  • 12. 10/31/07 DL Brown Bag Series 12  Research project funded by NSF and NEH  Variations2 expanded on existing system by:  expanding representations of music in other media: score images, encoded scores  creating additional metadata and new software tools for enhanced searching, synchronization, and navigation  creating tools for pedagogical use Variations2 (2000-2005) slide courtesy of Jon Dunn, DLP
  • 13. 10/31/07 DL Brown Bag Series 13 Variations2 architecture (2005) Collection Metadata Access Control, Bookmarks contentuserinterfaceusers digitized audio scanned scores encoded scores faculty students librarians slide courtesy of Jon Dunn, DLP
  • 14. 10/31/07 DL Brown Bag Series 14 Work-based metadata model  Developed in 2001  Data model and cataloging guidelines developed locally specifically for the project  Decision to develop locally stemmed from need to “bind” any recording to any score of the same Work easily
  • 15. 10/31/07 DL Brown Bag Series 15 is represented by MEDIA OBJECT represents a piece of digital media content (e.g., sound file, score image) is enclosed in CONTAINER represents the physical item or set of items on which one or more instantiations of works can be found (e.g., CD, score) is manifested in INSTANTIATION represents a manifestation of a work as a recorded performance or a score WORK represents the abstract concept of a musical composition or set of compositions Current locally-designed model is created by CONTRIBUTOR represents people or groups that contribute to a work, instantiation, or container
  • 16. 10/31/07 DL Brown Bag Series 16 Broder, editor Prepared from autographs in 1960 Mozart, composer Fantasia K.397Sonata K. 279 Horowitz, pianist Uchida, pianist Sonata K. 279 recorded in 1965, Carnegie Hall Fantasia K.397 recorded in 1991, Tokyo, Suntory Hall V2 Data Model: Example CONTAINERS INSTANTIATIONS WORKS CONTRIBUTORS CD Mozart, Piano Works Score Mozart, Piano Fantasia K.397
  • 17. 10/31/07 DL Brown Bag Series 17 Mapping from MARC/AACR2  Different conceptual model is a challenge  V2 = work is focus of description  MARC/AACR2 = publication/release is focus of description  V2 record creation process starts with import from MARC bibliographic records  MARC authority records imported for automatically recognized or cataloger-identified Works  Cataloger manually creates Instantiations of Works, enhances data to fit V2 model
  • 18. 10/31/07 DL Brown Bag Series 18 Variations3 (2005-2008/9)  Funded by a three year IMLS National Leadership Grant  Indiana University:  Digital Library Program  Cook Music Library  Partners:  University of Maryland  Tri-College Consortium: Haverford, Swarthmore, Bryn Mawr  New England Conservatory  The Ohio State University  New York University / New World Records Database of Recorded American Music slide courtesy of Jon Dunn, DLP
  • 19. 10/31/07 DL Brown Bag Series 19  Transform Variations2 into a system that can be deployed by variety of institutions  Add access to licensed music content in addition to locally digitized content  Continue to explore improved searching and browsing capabilities through a new metadata/cataloging model  Develop an organizational model for sustaining the software into the future slide courtesy of Jon Dunn, DLP Variations3 goals
  • 20. 10/31/07 DL Brown Bag Series 20 FRBR as an alternative model  “Functional Requirements for Bibliographic Records”  1998 report from IFLA  Conceptual model describing the entities and relationships underlying bibliographic information  Only recently gaining real traction  Open WorldCat is semi-FRBRized  New RDA content standard will be based on FRBR principles
  • 21. 10/31/07 DL Brown Bag Series 21 FRBR Group 1 entities WORK EXPRESSION MANIFESTATION ITEM is realized through is embodied in is exemplified by “the physical embodiment of an expression of a work” “the intellectual or artistic realization of a work” “a distinct intellectual or artistic creation” “a single exemplar of a manifestation” w1 Franz Schubert's Trout quintet -e1 the composer's score -e2 a performance by the Amadeus Quartet and Hephzibah Menuhin on piano -e3 a performance by the Cleveland Quartet and Yo-Yo Ma on the cello -. . . . w1 Harry Lindgren's Geometric dissections -e1 original text entitled Geometric dissections -m1 the book published in 1964 by Van Nostrand -e2 revised text entitled Recreational problems in geometric dissections .... -m1 the book published in 1972 by Dover w1 Ronald Hayman's Playback -e1 the author's text edited for publication -m1 the book published in 1973 by Davis-Poynter -i1 copy autographed by the author
  • 24. 10/31/07 DL Brown Bag Series 24 V3 vs. FRBR – loose mapping Variations2 Entity FRBR Group 1 Entity Work (more concrete than FRBR Work) Work Instantiation (can only appear on one Container) Expression Container (includes some copy-specific data) Manifestation Media Object (defined as a digital file) Item
  • 25. 10/31/07 DL Brown Bag Series 25 Possible benefits of moving to FRBR  Improve system sustainability  Better integration with future catalogs  More easily support cooperative cataloging  Get some other features of the model “free”  Group 2 and 3 entities  User tasks
  • 26. 10/31/07 DL Brown Bag Series 26 Possible drawbacks of moving to FRBR  No approved binding of FRBR conceptual model to a true data structure exists  Unclear what it means to be “FRBR compliant”  We’d have to make up our own data structure based on the standard conceptual model  Our current model is so close to FRBR, it is unclear if the benefits will outweigh the costs
  • 27. 10/31/07 DL Brown Bag Series 27 Current status of switch  FRBR modeling documentation created  Report on applying FRBR to music  Data dictionary (draft)  Schema (draft)  Switch still in proposal stage  Advisors believe it’s a good idea  We don’t know if we have time to implement it as part of current project  Still undecided as to how to model non-musical content
  • 28. EVIADA From standard model to local model
  • 29. 10/31/07 DL Brown Bag Series 29 EVIADA project  Ethnographic (formerly Ethnomusicological) Video for Instruction and Analysis Digital Archive  Mellon-funded partnership between IU and University of Michigan  Goals  Preserve field video currently stored on researchers’ shelves  Provide access to content of field video for teaching and research
  • 30. 10/31/07 DL Brown Bag Series 30 EVIADA timeline  Phased development  Planning Phase 2001 – 2002  Development Phase 2003 – 2005  Sustainability Phase 2006 - 2009  Metadata model designed and implemented during Development Phase
  • 31. 10/31/07 DL Brown Bag Series 31 EVIADA conceptual model slide courtesy of Will Cowan, EVIADA project
  • 32. 10/31/07 DL Brown Bag Series 32 EVIADA metadata creation  Collection-level MARC record created based on researcher-provided information  Technical and digital provenance metadata captured during digitization/transfer process  Researchers annotate their own video, segmenting into events, scenes, actions  Extended descriptions  Controlled vocabulary in specified categories
  • 33. 10/31/07 DL Brown Bag Series 33 Original metadata model  MODS descriptive metadata  Forthcoming AES audio technical metadata  Slightly revised version of LC video technical metadata  Forthcoming AES process history (digiprov) metadata  METS wrapper
  • 34. 10/31/07 DL Brown Bag Series 34 Use of MODS  One MODS record for each:  collection  event  scene  action  Potentially hundreds of MODS records for each collection
  • 35. 10/31/07 DL Brown Bag Series 35 Challenges for MODS  Much information inherited from event to scene to action  Annotation information is generally more free-form than expected in a structured bibliographic metadata standard  EVIA controlled vocabulary categories didn’t match MODS “subject” elements
  • 36. 10/31/07 DL Brown Bag Series 36 New required functionality stretched MODS usage too far  Text formatting  lists  paragraphs  Glossary  Bibliography  Video technical problems  Transcriptions  Translations
  • 37. 10/31/07 DL Brown Bag Series 37 New internal descriptive model  More naturally matches data as it is recorded by annotators  Hierarchical collection/event/scene/action  Goes beyond “bibliographic” information  timecodes  text markup  internal linking  Still stores technical and process history metadata in standard formats  Could export any needed combination of descriptive and technical/process history metadata together in a single METS wrapper
  • 38. 10/31/07 DL Brown Bag Series 38 Must also provide standard representation  Designed for sharing, not internal representation; therefore can afford to leave things out  EAD  hierarchical, for sharing with archives, although event/scene/action not the normal hierarchy  one document has entire collection hierarchy  MODS  for sharing with libraries  record can be generated for collection, event, scene, action on demand
  • 40. 10/31/07 DL Brown Bag Series 40 Let’s be frank In an environment like IU, there will never be one single solution, even for a relatively narrow class of material
  • 41. 10/31/07 DL Brown Bag Series 41 Assessing standards  Clearly define functional requirements – what functions does your descriptive metadata need to support?  The functional requirements suggest a certain conceptual model to underlie your metadata  Compare existing descriptive metadata structure standards against your functional requirements and conceptual model
  • 42. 10/31/07 DL Brown Bag Series 42 Good practice  Use a standard internally whenever it meets defined functional requirements  When you do choose to develop locally, take as much inspiration as you can from published standards
  • 43. 10/31/07 DL Brown Bag Series 43 The increasing role of conceptual modeling  Trend is toward clearer conceptual models, e.g., DCMI Abstract Model, RDA  Will likely result in better interoperability among metadata standards  Result may be conformance to conceptual models becomes more important than conformance to metadata structure standards
  • 44. 10/31/07 DL Brown Bag Series 44 The bottom line  Every collection/project needs a clearly defined metadata model  Don’t just follow standards and guidelines – understand them  Must have the capability to generate standards- compliant metadata for specific purposes  Internal metadata format almost unimportant if it meets these requirements
  • 45. 10/31/07 DL Brown Bag Series 45 For more information  These presentation slides: <http://www.dlib.indiana.edu/~jenlrile/presentations/ bbfall07/standards/standardsParadox.ppt>  “Shareable” metadata  OAI Best Practices for Shareable Metadata  Metadata for You & Me  EVIADA <http://www.indiana.edu/~eviada/>  Variations3 <http://www.dlib.indiana.edu/projects/variations3/>

Editor's Notes

  1. The Variations2 Data Model includes the following entities and relationships: The Work represents the abstract concept of a musical composition or set of compositions. It is manifested in the Instantiation, which represents a manifestation of a work as a recorded performance or a score. The physical level is represented by the Container, which is the item or set of item(s) on which one or more instantiations of works can be found, e.g. a CD or published score. This is actually the level which is most typically represented in the traditional USMARC catalogs. Finally, the Media Object represents a piece of digital media content, such as a sound file or score image, and Contributors represent people or groups that contribute to a work, instantiation, or container.
  2. Here is an example of how real recordings and scores might fit into the Variations2 Data Model. A CD titled “Mozart, Piano Works” would represent the container level in the Data Model. The recordings of two different pieces on this CD—Sonata K.279 and Fantasia K.397—would become instantiations, each having its own properties (recording date, place, etc.). The performers of these recordings would receive appropriate Contributor records with their own attributes (dates of birth, etc.). This is especially valuable because unlike in the USMARC system, Variations2 Data Model accommodates very clear and precise linking of performers and works. Each of the instantiations would be linked to an abstract work record, with its own “global” work properties. The work record, in its turn, is linked to its contributor, the composer Wolfgang Amadeus Mozart. A score would be accommodated in a similar way. For example, a score of the Piano Fantasia K. 397 would be linked to its instantiation, which would be related to the appropriate work and its contributor.
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