It would be a lot more feasable to induce ontologies if we agreed on what it meant have a good ontology. I claim the crafting a good ontology is an AI- hard or in another words a human-hard task. I've been a little bit surprised in the last few years of the numbers of request for proposals for the automatic induction of ontologies. I would've much rather seen that money spent on us deciding what it meant to do good data model design. Once we know what a good ontology is, we can properly judge attempts to automatically induce such things. But it's clear to me that the automatic induction of ontologies is also NLP-hard :^). And Google Translate isn't going to get us to full natural language understanding or anything close to it. I claim this will require handcrafted ontologies. So the bottom line to me is that once we've completely modeled our practical world, we will be prepared to automatically induce that model :^).
Tuesday, January 28, 2014
On automatically inducing ontologies
It would be a lot more feasable to induce ontologies if we agreed on what it meant have a good ontology. I claim the crafting a good ontology is an AI- hard or in another words a human-hard task. I've been a little bit surprised in the last few years of the numbers of request for proposals for the automatic induction of ontologies. I would've much rather seen that money spent on us deciding what it meant to do good data model design. Once we know what a good ontology is, we can properly judge attempts to automatically induce such things. But it's clear to me that the automatic induction of ontologies is also NLP-hard :^). And Google Translate isn't going to get us to full natural language understanding or anything close to it. I claim this will require handcrafted ontologies. So the bottom line to me is that once we've completely modeled our practical world, we will be prepared to automatically induce that model :^).
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Ontologies
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