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BiLSTM-ResNet-CRF: An Improved Model for Subject Knowledge Graph Construction

The emergence of massive knowledge in online learning systems has increased the difficulty for learners to acquire the necessary information. Due to unclear information expression and excessive knowledge redundancy, learners face challenges in identifying relevant knowledge. Furthermore, the presenc...

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Principais autores: Yinghong Ma, Lu Chen, Zhiyuan Liu, Shengyao Zhou, Le Song
Format: Artigo
Sprog:Inglês
Udgivet: MDPI AG 2026-06-01
Serier:Systems
Fag:
knowledge graph
educational technology
ontology construction
named entity recognition
entity alignment
BiLSTM-ResNet-CRF model
Online adgang:https://www.mdpi.com/2079-8954/14/6/623
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