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Natural language processing (NLP) may indeed understand the unstructured text, then according to (2), the "Semantic Web" is not needed, except for perhaps cachi
by jll29 4y ago
Natural language processing (NLP) may indeed understand the unstructured text, then according to (2), the "Semantic Web" is not needed, except for perhaps caching NLP outputs in machine-readable form.
(1) is more fundamental: a lot of value-add annotation (in RDF or other forms) would be valuable, but because there is work involved those that have it don't give it away for free. This part was not sufficiently addressed in the OP: the Incentive Problem. Either there needs to be a way how people pay for the value-add metadata, or there has to be another benefit for the provider why they would give it away. Most technical articles focus on the format, or on some specific ontologies (typically without an application).
A third issue is trust. In Berners-Lee's original paper, trust is shown as an extra box, suggesting it is a component. That's a grave misunderstanding: trust is a property of the whole system/ecosystem; you can't just take a prototype and say "now let's add a trust module to it!" In the absence of trust guarantees, who ensures that the metadata that does exist is correct? It may just be spam (annotation spam may be the counterpart of Web spam in the unstructured world).
No Semantic Web until the Incentive Problem and the Trust Problem are solved.
- leoxv 4y ago"No Semantic Web until the Incentive Problem and the Trust Problem are solved." No. The semweb is already functional as is (see my other comments here). Trust is orthogonal and can/is being solved in different ways (centralized/decentralized as in Wikidata/ORCIDs/org-ID-URIs).
- oofbey 4y agoTalking about “the incentive problem” as if it’s some minor fixable issue ignores all of human psychology and economics. The climate crisis is a somewhat comparable example - it requires changing behavior on a massive scale for abstract benefit. In the climate case the benefit is much more fundamental than what semweb promises. And despite massive pain and effort we are very very far from addressing it. Thinking semweb would happen just cuz it sounds cool is super naive.