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Top-k Query generator (Semantics-driven Keyword Search over Knowledge Graphs)

Authors: Feddoul, Leila;

Top-k Query generator (Semantics-driven Keyword Search over Knowledge Graphs)

Abstract

This is the implementation of the runtime phase of the pipeline for semantics-driven keyword search over knowledge graphs proposed by L.Feddoul. This code version uses the cosine similarity between the embeddings of the node labels as a semantic relatedness metric. The embeddings are generated using the Universal Sentence Encoder lite. This pipeline needs a weighted summary graph as input generated by the off-line phase. To run the code, we provide an example summary graph of Mondial under `query-generation-code/summary-graph/mondial` that is generated by running the off-line phase of the pipeline.

Related Organizations
Keywords

Knowledge graph, Keyword search, Graph traversal

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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
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