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View Code? Open in Web Editor NEWSemantic web oracle.
License: GNU General Public License v3.0
Semantic web oracle.
License: GNU General Public License v3.0
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Synonyms can be required to get optimal results during semantic search.
Current scheme to cut off by a set percentage of the exponential moving average does not provide optimal results in some cases.
Provide an interface for custom scoring functions.
Currently scoring functions are hard coded in script.js
and the backend.
Add entity identification by any means to improve result quality and reduce the number of duplicates.
Phase 2 results as returned by Broccoli need to be evaluated and results displayed jointly with the phase 1 results.
Add two-pass filtering, second pass should filter by coarse and/or specific target type.
Add automated evaluation:
Provide a better way to balance the effects of the score components.
Currently, the static and dynamic weights do not provide optimal results in all cases.
Verbs which describe an important relation between the entities should be included in the semantic query, while common verbs like is should be ignored.
Consider simple verb form conversion.
The Broccoli query needs to include all keywords, verbs and if required synonyms.
Improve performance and safety for
Provide a ground truth for query to result entities and from query to result semantic query.
Visualize the components of the score by their value contribution to improve comprehension of the score results.
Especially for entity scoring.
Target type detection needs a lot of improvement to gain precision and stability.
Add some basic entity pre-filtering at the backend to reduce network and frontend load.
Evaluate entity type clustering to reduce the number of target types considered.
Evaluate the option for manual entity type selection by user interaction or a static database.
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