SIOC Post profile for "AI3:::Adaptive Information"
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primary topic: CWPK #44: Annotation Ingest
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CWPK #44: Annotation Ingest
type: Post
has container: weblog
has creator: Mike Bergman
maker: Mike Bergman
created: 2020-09-29T14:24:46Z
content: More Fields, But Less Complexity We now tackle the ingest of annotations for classes and properties in this installment of the Cooking with Python and KBpedia series. In prior installments we built the structural aspects of KBpedia. We now add the labels, definitions, and other assignments to them. As with the extraction routines, we will split these efforts into class annotations and then property annotations. Our actual load routines are fairly straightforward, and we have no real logic concerns in how these annotations get added. The most complex wrinkle we will need to address are those annotation fields, altLabels and notes in particular, where we have potentially many assignments for a single reference concept (RC) or property. Like we saw with the extraction routines, for these items we will need to set up additional internal loops to segregate and assign the items for loading based on our standard double-pipe ('||') delimiter. The two functions we develop in this installment, class_annot_builder and prop_annot_builder will be added to the build.py module. Start-up Since we are in an active part of the build cycle, we want to continue with our main knowledge graph in-progress for our load routine, so please make sure that kb_src is set to 'standard' in your config.py configuration. We then invoke our standard start-up: from cowpoke.__main__ import * from cowpoke.config import * Loading Class Annotations Class annotations consist of potentially the item's prefLabel, altLabels, definition, and editorialNote. The first item is mandatory, the next two should be provided to adhere to best practices. The last is optional. There are, of course, other standard annotations possible. Should your own conventions require or encourage them, you will likely need to modify the procedure below to account for that fact. As with these methods before, we provide a header showing 'typical' configuration settings (in config.py), and then proceed with a method that loops through a…
encoded: More Fields, But Less Complexity We now tackle the ingest of annotations for classes and properties in this installment of the Cooking with Python and KBpedia series. In prior installments we built the structural aspects of KBpedia. We now add the labels, definitions, and other assignments to them. As with the extraction routines, we will split these efforts into class annotations and then property annotations. Our actual load routines are fairly straightforward, and we have no real logic concerns in how these annotations get added. The most complex wrinkle we will need to address are those annotation fields, altLabels and notes in particular, where we have potentially many assignments for a single reference concept (RC) or property. Like we saw with the extraction routines, for these items we will need to set up additional internal loops to segregate and assign the items for loading based on our standard double-pipe (‘||’) delimiter. The two functions we develop in this installment, class_annot_builder and prop_annot_builder will be added to the build.py module. Start-up Since we are in an active part of the build cycle, we want to continue with our main knowledge graph in-progress for our load routine, so please make sure that kb_src is set to ‘standard’ in your config.py configuration. We then invoke our standard start-up: from cowpoke.__main__ import * from cowpoke.config import * Loading Class Annotations Class annotations consist of potentially the item’s prefLabel, altLabels, definition, and editorialNote. The first item is mandatory, the next two should be provided to adhere to best practices. The last is optional. There are, of course, other standard annotations possible. Should your own conventions require or encourage them, you will likely need to modify the procedure below to account for that fact. As with these methods before, we provide a header showing ‘typical’ configuration settings (in config.py), and then proceed with a method that loops through a…
topic: CWPK
topic: KBpedia
topic: Semantic Web Tools
has reply: comment-507594
has reply: comment-507595
has reply: comment-507604
has reply: comment-507606
has reply: comment-507607
has reply: comment-507608
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