4E/ Semantic Interoperability with Layered Schemas and Semantic pipelines
Semantic Interoperability with Layered Schemas and Semantic Pipelines
Tuesday 4E
Convener: Burak Serdar
Notes-taker(s):
Tags for the session - technology discussed/ideas considered:
Semantic interoperability, semantic harmonization, JSON-LD
Discussion notes, key understandings, outstanding questions, observations, and, if appropriate to this discussion: action items, next steps:
Topics discussed:
Layered schemas as a tool for semantic harmonization of data
How to deal with variations of data coming from different sources
Example: One source represents date as unix timestamp, another uses yyyy/mm/dd, how to harmonize such data using layered schemas
Terms with functionality: examples on optionally validating data
The key idea is to capture raw data with metadata and to interpret it layer based on context
Semantic pipelines: ingest data, reshape data
Semantic pipelines as a web service
Problems with JSON-LD
JSON-LD is not namespace for JSON
JSON-LD cannot capture mappings of terms that mean one thing in one terminology but that means multiple things in another
JSON-LD is difficult to maintain because the meaning can be unrelated what can be inferred from the text
Links to layered schema resources:
Layered schema playground:
https://playground.layeredschemas.org/
Slide deck:
https://layeredschemas.org/docs/SemanticPipelinesWithLayeredSchemas.pdf
Session Chat:
From Timothy Holborn : https://www.w3.org/TR/shacl/
From Timothy Holborn : https://www.w3.org/community/cogai/ might be useful too
From Timothy Holborn : also: https://en.wikipedia.org/wiki/Semantic_Web_Rule_Language
From Timothy Holborn : FYI - some old work, that i’d say was instrumental to the development of this sort of stuff. http://dig.csail.mit.edu/2010/Papers/IAB-privacy/httpa.pdf
From Timothy Holborn : thesis is: https://dspace.mit.edu/bitstream/handle/1721.1/93833/900730390-MIT.pdf?sequence=2&isAllowed=y
From Timothy Holborn : https://any23.apache.org/
From Timothy Holborn : https://confluence.ihtsdotools.org/display/DOCOWL
From Dan Yamamoto : reminds me of Karma: https://github.com/usc-isi-i2/Web-Karma
From Timothy Holborn : https://www.w3.org/DesignIssues/N3Logic
From Timothy Holborn : https://prefix.cc/
From Timothy Holborn : https://lod-cloud.net/
From Timothy Holborn : an old email: https://lists.w3.org/Archives/Public/public-schema-gen/2017Feb/0006.html
From Timothy Holborn : FYI Also https://www.npmjs.com/package/did-io/v/0.4.1
From Timothy Holborn : https://github.com/mit-dig/httpa
From Timothy Holborn : a book library i made earlier. https://www.webizen.net.au/resource-library/book-library/
From Kyle Den Hartog : Thanks for sharing your project Burak. It’s quite interesting. Can you make sure to add the links for that playground to the notes so I can comeback and take a look at it later
From Natan Sanson : Thank you Burak, interesting project
