Aposdle design learning query tool

It is easy to see that a typical document produced in an organization can contain more than one basic learning element. In this phase the text is segmented in parts, the knowledge artifacts that can be used for learning purposes. Currently it supports manual annotation: Given an ontology, doc- uments can be loaded into the annotation tool and semantic metadata can be assigned manually. First, annotation must be performed w. In the long run, this solution is hardly satisfying.

So, annotation using multiple models is necessary. There might be multiple domain ontologies that represent multiple aspects of the domain to be learned, and this should not be a problem for annotation. We use technology for the semantic web to build a desktop application to support the knowledge worker. In our approach we aim at com- bining database-like queries to a knowledge representation as found in semantic web technology with classical information retrieval approaches, i.

We expect to be able increase the performance of our system in terms of recall in the work support scenario and precision in the learner support scenario with this approach. To increase the chances of successfully supporting the worker with resources, i.

This model forms the basis of our information retrieval system and allows for searching documents based on content and semantic metadata stemming from the Domain Model. Therefore we are implementing an associative information retrieval [Crestani, ] system based on the network model: in a nutshell, we create a large network or graph in which we com- bine concepts, terms and documents. Starting from a given set of documents, terms and concepts we traverse this network returning those documents most closely associated with the given query set.

As measures of associativeness we are researching semantic and content-based similarly. When suggesting learning material to a knowledge worker we aim at increasing precision by again taking semantic annotations into account.

This approach is different from the one described previously but operates on top of it. The difference in the two approaches is that when suggesting learning material we have to assure that the person we retrieve resources for is able to learn the retrieved information. We have to assure that the information retrieved builds up a certain competency i.

New technology that must be developed to make the APOSDLE platform a success concern: i the ability to support user-friendly ontology engineering, ii the integration of dif- ferent forms of ontologies like the domain ontology and the competence performance ontology and different forms of models like the domain ontology and the task model.

References [Barnard et al. Imat: Re-using multi- media electronic technical documentation for training. Semantic coordination: a new approach and an application. Bootstrap- ping semantics on the web: meaning elicitation from schemas. ACM Press. Application of spreading activation techniques in informa- tion retrieval. Competency management using the competence performance approach: Modeling, assessment, validation and use.

Idea Group, Hershey, PA. Ontology coverage check: support for evaluation in ontology engineering. Learn all the necessary tools to freely and efficiently work with any type of data.

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