2023
DOI: 10.3233/ssw230009
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BiPaSs: Further Investigation of Fast Pathfinding in Wikidata

Leon Martin

Abstract: Purpose: A previous paper proposed a bidirectional A* search algorithm for quickly finding meaningful paths in Wikidata that leverages semantic distances between entities as part of the search heuristics. However, the work lacks an optimization of the algorithm’s hyperparameters and an evaluation on a large dataset among others. The purpose of the present paper is to address these open points. Methodology: Approaches aimed at enhancing the accuracy of the semantic distances are discussed. Furthermore, differen… Show more

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