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Below are I-ADOPT's UC for Observable Property Terminologies with their definitions; To the right are the list of requirements identified so farRequires concepts that have persistent resolvable URIsRequires the terminology be hosted by a trustworthy semantic repositoryRequires terminologies based on simple atomic terms (e.g. used to make more complex compound terms)Requires (agreement of) top-level, domain-independent categorization scheme/ontologyRequires that the terminology includes semantic relations between conceptsRequires mappings between terminologiesRequires that the provenance and status metadata of mappings between concepts be accessible.Requires coarse-grained terminologies for observable propertiesRequires fine-grained terminologies for observable propertiesRequires a long-term commitment to the terminology content governanceRequires a community-endorsed terminologyRequires the terminology to be discoverable (not just technically but also e.g. listed in relevant community portals or discoverable via search engines)Requires that the terminology supports multilingual termsRequires common minimum metadata describing the terminologyRequires definitions of the individual terms within a terminologyRequires that any underlying model used by the terminology be described and accessibleRequires the provenance properties of individual terms to be documented in a standardized wayRequires examples of usage of the terminology to be available and documentedRequires the terminology to be accessible programmaticallyRequires deprecated term status and deprecation policyRequires tools supporting annotation using the terminologiesRequires tools validating the applied terms against terminologiesRequires tools for mappingRequires a mean to manage alternative notationsRequires the terminology to track the provenance, including created and modified dates of individual terms (and versioning)Requires input from domain expertsCount(*)
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UC1Semantic modellingGMDevelop formal terminologies to represent the concepts being described and the relationships between those concepts.US3 US13 US14 US18x(x)xx(x)x5
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UC2Terminology managementGMGather/curate and maintain the individual terms within a terminology.US1 US15xxx(x)(x)xx6
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UC3Semantic alignmentGMCreate mappings between terminologies using established relationships. Record and preserve the mappings.US3 US6 US10 US15 US17 US20xxxxxxx(x)8
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UC4Terminology searchAKSearch for relevant terminologies and/or terms within terminologies. Retrieve the search results.US5 US6xxx3
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UC5Multilingual conceptsBMProvide multilingual representations of the concepts within a terminology.xxx3
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UC6Data annotationMSManual process for annotation of column headers/fields and streams. Could be done in real- or near-real time when the data are generated and subsequently transformed or in delayed mode.US5 US13 US14 US17 US19/xx/x/2
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Automated process for annotation of column headers/fields and streams. Could be done in real- or near-real time when the data are generated and subsequently transformed or in delayed mode.x
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UC7Metadata annotationBMManual or automated process for annotation of metadata records related to datasets. This is not coupled with data creation.US14 US19xx(x)x4
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UC8Annotation service provisionGMprovision of annotation tools and servicesxxx3
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UC9Keyword semantic data searchMSData discovery based on keywords that come from a controlled vocabularyUS12 US16xxx?xx?x6
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UC10Facet semantic data searchAKData discovery based on semantic classifications.US4 US7 US8 US9 US10 US11 US19 US20x1
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UC11Data mining and AIAKDiscovering patterns in large data setsUS11 US170
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UC12Data integrationBMCombine datasets from various sources based on semantic informationUS7 US8 US9 US10 US12 US13 US17xxxxx5
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UC13Data model alignmentMSHarmonize different data modelsUS3 US15xxxxxx?xx7
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UC14Data validation?Use semantic information to check dataUS9xxxxxx6
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UC15Data product development?Generate output by integrating several datasetsUS4 US12xxx3
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