Extracting WorldFish concepts Sample Clauses

Extracting WorldFish concepts. 3.2.1 Mapping WorldFish keywords to AGROVOC thesaurus The keywords in the Dataverse repository are currently linked to AGROVOC. Unfortunately, some of the fish-related concepts are missing which is a major hindrance towards making WorldFish resources more interoperable. In the initial step was the manual mapping of Dataverse keywords to AGROVOC (FAO) and ASFA (Aquatic sciences and fisheries Abstract). A list was created with terms missing from both AGROVOC and ASFA thesaurus. The Figure [no 8] shows that the WorldFish team had already linked most of the keywords where possible in its data repository to AGROVOC. When the term was exactly the same than in AGROVOC, we qualified the relation as an ‘Exact match’ and when it was only related, we qualified it as ‘Close Match’. The work had to be done manually as they are no algorithm available to do this. Figure 8:WorldFish Keywords linked with the AGROVOC Keywords were extracted from the repository to an excel sheet, separating the keywords that had already been linked from the ones that could not be matched to AGROVOC because the terms were missing. A total Keywords of 210 extracted from WorldFish Dataverse [Figure no 9] Figure 9:The List of Extracted keywords from the WorldFish Dataverse Out of all the keywords, 113 are mapped to AGROVOC, with definition and without definition, 94 keywords were not found in AGROVOC, 7 keywords were mapped in ASFA and almost 89 keywords are not found neither in AGROVOC nor in ASFA thesaurus. The following table 1, summarizes the keywords mapping. Mapped Keywords Keywords not found Missing keywords in both thesauri AGROVOC 113 94 89 ASFA 7 Table 1. summarizes the keywords mapping To support an accurate mapping, each concept must be defined to avoid confusion due to synon- ymy or different contexts of application. Therefore, we reached out to the WorldFish scientists to get definitions of the terms. The process took about three weeks of communication between the team and scientists and we were able to get definitions of the keywords along with new improved keywords. We selected almost 210 keywords for the mapping to AGROVOC. We checked that all terms and that a maximum of keywords had definition. We then compiled this list for validation by Mrs Xxxxxxx Xxxxxxx, the FAO AGROVOC curator. She provided feedback to improve the list. She indicated that in general the proposed mapping was of quality and she agreed with most of it as follows Annex-2. 18 WorldFish concepts were immediatel...
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