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Information-aware Entity Indexing in Knowledge Graphs to Enable Semantic Search

Published on 2025-06-0317 Views License

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Information-aware Entity Indexing in Knowledge Graphs to Enable Semantic Search00:00
Outline00:11
Entity-Oriented Search00:16
Information Retrieval approaches01:11
(Multi-field) Virtual Documents01:47
Why use fields in Virtual Documents?02:31
Related Work03:52
Supervised Learning04:31
Supervised Learning04:56
Outline05:42
Importance Metrics05:48
Importance Metrics06:40
Virtual Document Templates construction07:34
Entity Indexing08:39
Entity Search on Full-text Search Engines09:04
Outline10:09
Evaluation details10:13
DBpedia-Entity-v210:51
DBpedia-Entity-v211:16
DBpedia-Entity-v211:26
DBpedia-Entity-v211:36
DBpedia-Entity-v2 –Locally optimized Indexes12:09
Outline13:20
Conclusions13:25
Thank you!14:51