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A Standards-Based Infrastructure for
                                                                                 Interoperability in Outcome-Based Education
Bologna Process: focus on
learning outcomes (student
centered view)                                                                         Michael Derntl1, Michael Totschnig2, Joris Klerkx3, Jad Najjar2, Bernd Simon2, and Erik Duval3
Learning outcomes state what
                                                                                                               1
                                                                                                               RWTH Aachen University, Information Systems & Databases, Aachen, Germany
a learner
                                                                                                                2 WU Vienna, Institute for Information Systems & New Media, Vienna, Austria
   knows, understands
   (knowledge), and                                                                                         3 Katholieke Universiteit Leuven, Department of Computer Science, Leuven, Belgium
   is able to do
   (skills, competences)                                                                                                                                                      derntl@dbis.rwth-aachen.de
after completing a learning
process.
                                                                                                      University management specifies and advertises
                                                                                                      modular, outcome-based programs
                                                                                                                                                                                                                                                                                                                    Objective: Support the full cycle of
                                                                                                      Program managers define common “course types”
                                                                                                      and regulations in terms of recommended teaching                                                                                                                                                              learning design and delivery using
                                                                                                      methods, assessment, and evaluation                                                                                                                                                                             (profiles of) learning technology
                                                                                                      Instructional designers pick and reuse teaching
                                                                                                      methods to create learning opportunities that allow                                                                                                                                                               standards and specifications
                                                                                                      learners to achieve intended outcomes
                                                                                                      Teachers want to pick good-practice course designs
                                                                                                      and contents for adaptation and delivery
                                                                                                      Teachers want to focus on subject matter issues, not
                                                                                                      on process/administration issues
                                                                                                      Students find learning opportunities matching their
                                                                                                      needs
                                                                                                      Students keep (control) institution independent
                                                                                                      portfolios of achievements
                                                                                                      Companies and recruiters find graduates matching
                                                                                                      the job qualifications




                                     Development Methodology                                                                                                                                                                                                                         Metadata based linkage of instructional artifacts

                                                                                                                                                                                                  «vocabulary»      «vocabulary»                «vocabulary»                          «vocabulary»
                                                                                                                                                                   1 General
                                                                                                                                                                   1 General                       Structure          Status            LearningResourceType                      PackageFormat

   PALO                                                                                                                                        1
                                                                                                                                                     1.1 identifier: Identifier [1..*]
                                                                                                                                                     1.1 identifier: Identifier [1..*]
                                                                                                                                                     1.2 title: Langstring
                                                                                                                                                     1.2 title: Langstring
                                                                                                                                                     1.3 language: Charstring [1..*]
                                                                                                                                                     1.3 language: Charstring [1..*]
                                                                                                                                                                                                  atomic
                                                                                                                                                                                                  collection
                                                                                                                                                                                                  networked
                                                                                                                                                                                                                   draft
                                                                                                                                                                                                                   final
                                                                                                                                                                                                                   revised
                                                                                                                                                                                                                                        learning design
                                                                                                                                                                                                                                        teaching method
                                                                                                                                                                                                                                        assessment design
                                                                                                                                                                                                                                                                              imsld_v1p0

                                                                                                                                                                                                                                                                              [+ LRE ILOX Manifest-

                                                                           MLO
                                                                                                                                                                                                                                                                                                                ICOPER Application Profiles
                                                                                                                                                     1.4 description: Langstring [0..*]
                                                                                                                                                     1.4 description: Langstring [0..*]           hierarchical     unavailable          assessment method                     ation Package Names]
                                                                                                                                                     1.5 keyword: Langstring [0..*]
                                                                                                                                                     1.5 keyword: Langstring [0..*]               linear                                assessment resource
                                                                                                                                                     1.6 coverage: Langstring [0..*]                                                                                             (used for 4.6 technical.
                                                                                                                                                     1.6 coverage: Langstring [0..*]                                                    other
                                                                                                                                                     1.7 structure: Structure [0..1]                                                                                          otherPlaformRequirements)
                                                                                                                                                     1.7 structure: Structure [0..1]                                                    [+ LOM and LRE values]
                                                                                                                                                     1.8 aggregationLevel: {1,2,3,4} [0..1]
                                                                                                                                                     1.8 aggregationLevel: {1,2,3,4} [0..1]
                                                                                                                                                                                                                                                               «vocabulary»              «vocabulary»
                                                                                                                                                                                        2.3 contribute                                                       LowToHigh              InteractivityType
                                                                                                                                                             2 LifeCycle
                                                                                                                                                             2 LifeCycle                                            Contribute
                                                                                                                                                                                                                    Contribute
                                                                                                                                              0..1                                                0..*                                                       very low              active
                                                                                                                                                     2.1 version: Charstring [0..1]                      1 role: Role                                        low                   expositive



                                                                                                                                                                                                                                                                                                                 ICOPER LOM metadata for content and
                                                                                                                                                     2.1 version: Charstring [0..1]                      1 role: Role
                                                                                                                                                     2.2 status: Status [0..1]
                                                                                                                                                     2.2 status: Status [0..1]                           2 entity: Charstring [1..*] {vCard}
                                                                                                                                                                                                         2 entity: Charstring [1..*] {vCard}                 medium                mixed
                                                                                                                                                                                                         3 date: DateTime [0..1]
                                                                                                                                                                                                         3 date: DateTime [0..1]                             high
                                                                                                                                                                                                                                                             very high
                                                                                                                                                                                                                     0..*     3.2 contribute
                                                                                                                                                                3 MetaMetadata                                                                                                               «vocabulary»
                                                                                                                                                                3 MetaMetadata
                                                                                                                                                                                                                                                                «vocabulary»                 Difficulty
                                                                                                                                               1
                                                                                                                                                     3.1 identifier: Identifier [1..*]                                                                    EducationalContext



                                                                                                                                                                                                                                                                                                                 instructional models (IEEE LOM profile);
                                                                                                                                                     3.1 identifier: Identifier [1..*]                                                                                                     very easy
                                                                                                                                                     3.3 metadataSchema: Charstring [0..*]
                                                                                                                                                     3.3 metadataSchema: Charstring [0..*]                                                                school                           easy
                                                                                                                                                     3.4 language: Charstring [0..1]
                                                                                                                                                     3.4 language: Charstring [0..1]                                                                      higher education                 medium
                                                                                                                                                                                                                                                          training                         hard
                                                                                                                                                                                                                                                          other                            very hard
                                                                                                                                                                                  4 Technical
                                                                                                                                                                                  4 Technical
                                                                                                                                               1
                                                                                                                                                     4.1 format: Charstring [0..*]



                                                                                                                                                                                                                                                                                                                 wraps
                                                                                                                                                     4.1 format: Charstring [0..*]                                                                    «vocabulary»                    «vocabulary»
                                                                                                                                                     4.2 size: Charstring [0..1]
                                                                                                                                                     4.2 size: Charstring [0..1]                                                                    EndUserRole                           Role
                                                                                                                                                     4.3 location: Charstring [1..*] {URL}
                                                                                                                                                     4.3 location: Charstring [1..*] {URL}
                                                                                                                                                     4.4 requirement: Requirement [0..*]                                                            teacher                    author
                                                                                                                                                     4.4 requirement: Requirement [0..*]
                                                                                                                                                     4.5 installationRemarks: Langstring [0..1]                                                     author                     publisher
                                                                                                                                                     4.5 installationRemarks: Langstring [0..1]
                                                                                                                                                     4.6 otherPlatformRequirements: LangString [0..1] {PackageFormat}                               learner                    unknown
                                                                                                                                                     4.6 otherPlatformRequirements: LangString [0..1] {PackageFormat}
                                                                                                                                                     4.7 duration: Duration [0..1]                                                                  manager                    initiator
                                                                                                                                                     4.7 duration: Duration [0..1]
                                                                                                                                                                                                                                                                               terminator
                                                                                                                                                                                                                                                                               validator
                                                                                                                                    ICOPER
                                                                                                                                     ICOPER
                                                                                                                                    LOM AP
                                                                                                                                     LOM AP
                                                                                                                                               1
                                                                                                                                                                            5 Educational
                                                                                                                                                                            5 Educational

                                                                                                                                                     5.1 interactivityType: InteractivityType [0..1]
                                                                                                                                                     5.1 interactivityType: InteractivityType [0..1]
                                                                                                                                                     5.2 learningResourceType: LearningResourceType [1..*]
                                                                                                                                                     5.2 learningResourceType: LearningResourceType [1..*]
                                                                                                                                                     5.3 interactivityLevel: LowToHigh [0..1]
                                                                                                                                                     5.3 interactivityLevel: LowToHigh [0..1]
                                                                                                                                                                                                                        0..*
                                                                                                                                                                                                                                   5.12 LearningOutcome
                                                                                                                                                                                                                                   5.12 LearningOutcome

                                                                                                                                                                                                                                  5.12.1 identifier: Identifier
                                                                                                                                                                                                                                  5.12.1 identifier: Identifier
                                                                                                                                                                                                                                                                               editor
                                                                                                                                                                                                                                                                               graphical designer
                                                                                                                                                                                                                                                                               technical implementer
                                                                                                                                                                                                                                                                               content provider
                                                                                                                                                                                                                                                                               technical validator
                                                                                                                                                                                                                                                                                                                   IMS CP/LD for instructional models (learning
                                                                                                                                                                                                                                                                                                                   designs, teaching methods, assessment designs
                                                                                                                                                     5.4 semanticDensity: LowToHigh [0..1]
                                                                                                                                                     5.4 semanticDensity: LowToHigh [0..1]                                                                                     educational validator
                                                                                                                                                                                                                                                   0..*
                                                                                                                                                     5.5 intendedEndUserRole: EndUserRole [0..*]
                                                                                                                                                     5.5 intendedEndUserRole: EndUserRole [0..*]                                                                               script writer
                                                                                                                                                     5.6 context: EducationalContext [0..*]
                                                                                                                                                     5.6 context: EducationalContext [0..*]                                              5.12.2 Level                          instructional designer
                                                                                                                                                                                                                                         5.12.2 Level
                                                                                                                                                     5.7 typicalAgeRange: Langstring [0..*]
                                                                                                                                                     5.7 typicalAgeRange: Langstring [0..*]                                                                                    subject matter expert
                                                                                                                                                     5.8 difficulty: Difficulty [0..1]
                                                                                                                                                     5.8 difficulty: Difficulty [0..1]                                      5.12.2.1 name: LevelName
                                                                                                                                                                                                                            5.12.2.1 name: LevelName
                                                                                                                                                     5.9 typicalLearningTime: Duration [0..1]
                                                                                                                                                     5.9 typicalLearningTime: Duration [0..1]                               5.12.2.2 value: Charstring
                                                                                                                                                                                                                            5.12.2.2 value: Charstring                                 «vocabulary»




                                                                                                                                                                                                                                                                                                                   and assessment methods)
                                                                                                                                                     5.10 description: Langstring [0..*]
                                                                                                                                                     5.10 description: Langstring [0..*]                                    5.12.2.3 scheme: Charstring [0..1]
                                                                                                                                                                                                                            5.12.2.3 scheme: Charstring [0..1]                       RelationKind
                                                                                                                                                     5.11 language: Langstring [0..*]
                                                                                                                                                     5.11 language: Langstring [0..*]                                       5.12.2.4 description: Langstring [0..1]
                                                                                                                                                                                                                            5.12.2.4 description: Langstring [0..1]            implements
                                                                                                                                                                                                                                                                               uses
                                                                                                                                                                           6 Rights
                                                                                                                                                                           6 Rights                                                                                            is variation of
                                                                                                                                              0..1                                                                                                                             is implemented by
                                                                                                                                                     6.1 cost: Boolean [0..1]
                                                                                                                                                     6.1 cost: Boolean [0..1]                                                                                                  is used by
                                                                                                                                                     6.2 copyrightAndOtherRestrictions: Boolean [0..1]
                                                                                                                                                     6.2 copyrightAndOtherRestrictions: Boolean [0..1]                                                                         is part of




                                                                                                                                              0..*
                                                                                                                                                     6.3 description: Langstring [0..1]
                                                                                                                                                     6.3 description: Langstring [0..1]


                                                                                                                                                              7 Relation
                                                                                                                                                              7 Relation
                                                                                                                                                                                              1
                                                                                                                                                                                                             7.2 Resource
                                                                                                                                                                                                             7.2 Resource
                                                                                                                                                                                                                                                                               has part
                                                                                                                                                                                                                                                                               is version of
                                                                                                                                                                                                                                                                               has version
                                                                                                                                                                                                                                                                               is format of
                                                                                                                                                                                                                                                                               has format
                                                                                                                                                                                                                                                                                                                   IMS QTI for assessment resources
                                                                                                                                                     7.1 kind: RelationKind
                                                                                                                                                     7.1 kind: RelationKind                       7.2.1 identifier: Identifier [1..*]
                                                                                                                                                                                                  7.2.1 identifier: Identifier [1..*]                                          references
                                                                                                                                                                                                  7.2.2 description: Langstring [0..1]
                                                                                                                                                                                                  7.2.2 description: Langstring [0..1]                                         is referenced by


                                                                                                                                              0..*
                                                                                                                                                                8 Annotation
                                                                                                                                                                8 Annotation

                                                                                                                                                     8.1 entity: Charstring [0..1] {vCard}
                                                                                                                                                     8.1 entity: Charstring [0..1] {vCard}
                                                                                                                                                     8.2 date: DateTime [0..1]
                                                                                                                                                     8.2 date: DateTime [0..1]
                                                                                                                                                                                                                                                                               is based on
                                                                                                                                                                                                                                                                               is basis for
                                                                                                                                                                                                                                                                               requires
                                                                                                                                                                                                                                                                               is required by
                                                                                                                                                                                                                                                                                                                   Any other resource format (Website, Picture,
                                                                                                                                                     8.3 description: Langstring


                                                                                                                                                                                                                                                                                                                   SCORM, etc.)
                                                                                                                                                     8.3 description: Langstring                                                                                                      «vocabulary»
                                                                                                                                                     8.4 type: AnnotationType [0..1]
                                                                                                                                                     8.4 type: AnnotationType [0..1]                                                                                            EducationalSetting
                                                                                                                                                                                                                                                 «vocabulary»                 face-to-face
                                                                                                                                                                9 Classification
                                                                                                                                                                9 Classification                                                             AnnotationType                   online
                                                                                                                                                                                                                 «vocabulary»
                                                                                                                                              0..*                                                        ClassificationPurpose                                               distant
                                                                                                                                                     9.1 purpose: ClassificationPurpose
                                                                                                                                                     9.1 purpose: ClassificationPurpose                                                   teacher reflection
                                                                                                                                                                                                                                                                              blended
                                                                                                                                                     9.2 taxonPath: TaxonPath [0..*]
                                                                                                                                                     9.2 taxonPath: TaxonPath [0..*]                      group size                      student feedback




                                                                                                                                                                                                                                                                                                                 ICOPER LOD for learning outcome definitions
                                                                                                                                                     9.3 description: Langstring [0..1]
                                                                                                                                                     9.3 description: Langstring [0..1]                   educational setting             peer review                         (used for 9.3, if 9.1 purpose =
                                                                                                                                                     9.4 keyword: Langstring [0..*]
                                                                                                                                                     9.4 keyword: Langstring [0..*]                       [+ LOM base values]             other                                   "educational setting")




                                                                                                                                                                                                                                                                      LOM
                                                                                                                                                                                                                                                                                                                 (IEEE RCD profile)
                                                                                                                                                                                                                                                                                                                 ICOPER PALO for learning outcome profiles
                                                                                                                                                                                                                                                                                                                 (achieved/taught)
                                                                                                                                                                                                                                                                                                                 ICOPER MLO for metadata of learning
                                                                                                                                                                                                  LOD
                                                                                                                                                                                                                                                                                                                 opportunities (CEN MLO profile)




Open ICOPER Content Space – http://icoper.org/oics
80,000+ sharable educational resources
17 providers, incl. ~4K learning outcomes, ~26K learning designs,
~6K teaching methods, ~2K assessment resources                                                                                                                                                                                                                                   Prototype End-User Applications
 ICOPER was funded by the European Commission as a Best Practice Network under the eContentplus programme – http://www.icoper.org

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  • 1. A Standards-Based Infrastructure for Interoperability in Outcome-Based Education Bologna Process: focus on learning outcomes (student centered view) Michael Derntl1, Michael Totschnig2, Joris Klerkx3, Jad Najjar2, Bernd Simon2, and Erik Duval3 Learning outcomes state what 1 RWTH Aachen University, Information Systems & Databases, Aachen, Germany a learner 2 WU Vienna, Institute for Information Systems & New Media, Vienna, Austria knows, understands (knowledge), and 3 Katholieke Universiteit Leuven, Department of Computer Science, Leuven, Belgium is able to do (skills, competences) derntl@dbis.rwth-aachen.de after completing a learning process. University management specifies and advertises modular, outcome-based programs Objective: Support the full cycle of Program managers define common “course types” and regulations in terms of recommended teaching learning design and delivery using methods, assessment, and evaluation (profiles of) learning technology Instructional designers pick and reuse teaching methods to create learning opportunities that allow standards and specifications learners to achieve intended outcomes Teachers want to pick good-practice course designs and contents for adaptation and delivery Teachers want to focus on subject matter issues, not on process/administration issues Students find learning opportunities matching their needs Students keep (control) institution independent portfolios of achievements Companies and recruiters find graduates matching the job qualifications Development Methodology Metadata based linkage of instructional artifacts «vocabulary» «vocabulary» «vocabulary» «vocabulary» 1 General 1 General Structure Status LearningResourceType PackageFormat PALO 1 1.1 identifier: Identifier [1..*] 1.1 identifier: Identifier [1..*] 1.2 title: Langstring 1.2 title: Langstring 1.3 language: Charstring [1..*] 1.3 language: Charstring [1..*] atomic collection networked draft final revised learning design teaching method assessment design imsld_v1p0 [+ LRE ILOX Manifest- MLO ICOPER Application Profiles 1.4 description: Langstring [0..*] 1.4 description: Langstring [0..*] hierarchical unavailable assessment method ation Package Names] 1.5 keyword: Langstring [0..*] 1.5 keyword: Langstring [0..*] linear assessment resource 1.6 coverage: Langstring [0..*] (used for 4.6 technical. 1.6 coverage: Langstring [0..*] other 1.7 structure: Structure [0..1] otherPlaformRequirements) 1.7 structure: Structure [0..1] [+ LOM and LRE values] 1.8 aggregationLevel: {1,2,3,4} [0..1] 1.8 aggregationLevel: {1,2,3,4} [0..1] «vocabulary» «vocabulary» 2.3 contribute LowToHigh InteractivityType 2 LifeCycle 2 LifeCycle Contribute Contribute 0..1 0..* very low active 2.1 version: Charstring [0..1] 1 role: Role low expositive ICOPER LOM metadata for content and 2.1 version: Charstring [0..1] 1 role: Role 2.2 status: Status [0..1] 2.2 status: Status [0..1] 2 entity: Charstring [1..*] {vCard} 2 entity: Charstring [1..*] {vCard} medium mixed 3 date: DateTime [0..1] 3 date: DateTime [0..1] high very high 0..* 3.2 contribute 3 MetaMetadata «vocabulary» 3 MetaMetadata «vocabulary» Difficulty 1 3.1 identifier: Identifier [1..*] EducationalContext instructional models (IEEE LOM profile); 3.1 identifier: Identifier [1..*] very easy 3.3 metadataSchema: Charstring [0..*] 3.3 metadataSchema: Charstring [0..*] school easy 3.4 language: Charstring [0..1] 3.4 language: Charstring [0..1] higher education medium training hard other very hard 4 Technical 4 Technical 1 4.1 format: Charstring [0..*] wraps 4.1 format: Charstring [0..*] «vocabulary» «vocabulary» 4.2 size: Charstring [0..1] 4.2 size: Charstring [0..1] EndUserRole Role 4.3 location: Charstring [1..*] {URL} 4.3 location: Charstring [1..*] {URL} 4.4 requirement: Requirement [0..*] teacher author 4.4 requirement: Requirement [0..*] 4.5 installationRemarks: Langstring [0..1] author publisher 4.5 installationRemarks: Langstring [0..1] 4.6 otherPlatformRequirements: LangString [0..1] {PackageFormat} learner unknown 4.6 otherPlatformRequirements: LangString [0..1] {PackageFormat} 4.7 duration: Duration [0..1] manager initiator 4.7 duration: Duration [0..1] terminator validator ICOPER ICOPER LOM AP LOM AP 1 5 Educational 5 Educational 5.1 interactivityType: InteractivityType [0..1] 5.1 interactivityType: InteractivityType [0..1] 5.2 learningResourceType: LearningResourceType [1..*] 5.2 learningResourceType: LearningResourceType [1..*] 5.3 interactivityLevel: LowToHigh [0..1] 5.3 interactivityLevel: LowToHigh [0..1] 0..* 5.12 LearningOutcome 5.12 LearningOutcome 5.12.1 identifier: Identifier 5.12.1 identifier: Identifier editor graphical designer technical implementer content provider technical validator IMS CP/LD for instructional models (learning designs, teaching methods, assessment designs 5.4 semanticDensity: LowToHigh [0..1] 5.4 semanticDensity: LowToHigh [0..1] educational validator 0..* 5.5 intendedEndUserRole: EndUserRole [0..*] 5.5 intendedEndUserRole: EndUserRole [0..*] script writer 5.6 context: EducationalContext [0..*] 5.6 context: EducationalContext [0..*] 5.12.2 Level instructional designer 5.12.2 Level 5.7 typicalAgeRange: Langstring [0..*] 5.7 typicalAgeRange: Langstring [0..*] subject matter expert 5.8 difficulty: Difficulty [0..1] 5.8 difficulty: Difficulty [0..1] 5.12.2.1 name: LevelName 5.12.2.1 name: LevelName 5.9 typicalLearningTime: Duration [0..1] 5.9 typicalLearningTime: Duration [0..1] 5.12.2.2 value: Charstring 5.12.2.2 value: Charstring «vocabulary» and assessment methods) 5.10 description: Langstring [0..*] 5.10 description: Langstring [0..*] 5.12.2.3 scheme: Charstring [0..1] 5.12.2.3 scheme: Charstring [0..1] RelationKind 5.11 language: Langstring [0..*] 5.11 language: Langstring [0..*] 5.12.2.4 description: Langstring [0..1] 5.12.2.4 description: Langstring [0..1] implements uses 6 Rights 6 Rights is variation of 0..1 is implemented by 6.1 cost: Boolean [0..1] 6.1 cost: Boolean [0..1] is used by 6.2 copyrightAndOtherRestrictions: Boolean [0..1] 6.2 copyrightAndOtherRestrictions: Boolean [0..1] is part of 0..* 6.3 description: Langstring [0..1] 6.3 description: Langstring [0..1] 7 Relation 7 Relation 1 7.2 Resource 7.2 Resource has part is version of has version is format of has format IMS QTI for assessment resources 7.1 kind: RelationKind 7.1 kind: RelationKind 7.2.1 identifier: Identifier [1..*] 7.2.1 identifier: Identifier [1..*] references 7.2.2 description: Langstring [0..1] 7.2.2 description: Langstring [0..1] is referenced by 0..* 8 Annotation 8 Annotation 8.1 entity: Charstring [0..1] {vCard} 8.1 entity: Charstring [0..1] {vCard} 8.2 date: DateTime [0..1] 8.2 date: DateTime [0..1] is based on is basis for requires is required by Any other resource format (Website, Picture, 8.3 description: Langstring SCORM, etc.) 8.3 description: Langstring «vocabulary» 8.4 type: AnnotationType [0..1] 8.4 type: AnnotationType [0..1] EducationalSetting «vocabulary» face-to-face 9 Classification 9 Classification AnnotationType online «vocabulary» 0..* ClassificationPurpose distant 9.1 purpose: ClassificationPurpose 9.1 purpose: ClassificationPurpose teacher reflection blended 9.2 taxonPath: TaxonPath [0..*] 9.2 taxonPath: TaxonPath [0..*] group size student feedback ICOPER LOD for learning outcome definitions 9.3 description: Langstring [0..1] 9.3 description: Langstring [0..1] educational setting peer review (used for 9.3, if 9.1 purpose = 9.4 keyword: Langstring [0..*] 9.4 keyword: Langstring [0..*] [+ LOM base values] other "educational setting") LOM (IEEE RCD profile) ICOPER PALO for learning outcome profiles (achieved/taught) ICOPER MLO for metadata of learning LOD opportunities (CEN MLO profile) Open ICOPER Content Space – http://icoper.org/oics 80,000+ sharable educational resources 17 providers, incl. ~4K learning outcomes, ~26K learning designs, ~6K teaching methods, ~2K assessment resources Prototype End-User Applications ICOPER was funded by the European Commission as a Best Practice Network under the eContentplus programme – http://www.icoper.org