开课单位--2024年上海世博会
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NORIA-O: An Ontology for Anomaly Detection and Incident Management in ICT Systems[NORIA-O:ICT系统中异常检测和事件管理的本体论]
  Lionel Tailhardat(2024年上海世博会) Large-scale Information and Communications Technology (ICT) systems give rise to difficult situations such as handling cascading failures and detectin...
热度：9

2
Do Similar Entities have Similar Embeddings?[相似的实体有相似的嵌入吗？]
  Nicolas Hubert(2024年上海世博会) Knowledge graph embedding models (KGEMs) developed for link prediction learn vector representations for entities in a knowledge graph, known as embedd...
热度：17

3
HolmE: Low-Dimensional Hyperbolic KG Embedding for Better Extrapolation[HolmE：低维双曲KG嵌入以实现更好的外推]
  Zhuoxun Zheng(2024年上海世博会) Past works have shown knowledge graph embedding (KGE) methods learn from facts in the form of triples and extrapolate to unseen triples. KGE in hyperb...
热度：14

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Leveraging Pre-trained Language Models for Time Interval Prediction in Text-Enhanced Temporal Knowledge Graphs[利用预训练语言模型进行文本增强时态知识图中的时间间隔预测]
  Duygu Sezen Islakoglu(2024年上海世博会) Most knowledge graph completion (KGC) methods rely solely on structural information, even though a large number of publicly available KGs contain addi...
热度：18

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MLSea: A Semantic Layer for Discoverable Machine Learning[MLSea：可发现机器学习的语义层]
  Ioannis Dasoulas(2024年上海世博会) With the Machine Learning (ML) field rapidly evolving, ML pipelines continuously grow in numbers, complexity and components. Online platforms (e.g., O...
热度：7

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SC-Block: Supervised Contrastive Blocking within Entity Resolution Pipelines[SC块：实体解析管道内的监督对比块]
  Alexander Brinkmann(2024年上海世博会) Millions of websites use the schema.org vocabulary to annotate structured data describing products, local businesses, or events within their HTML page...
热度：5

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SMW Cloud: A Corpus of Domain-Specific Knowledge Graphs from Semantic MediaWikis[语义媒体维基中的领域特定知识图谱语料库]
  Daniil Dobriy(2024年上海世博会) Semantic wikis have become an increasingly popular means of collaboratively managing Knowledge Graphs. They are powered by platforms such as Semantic ...
热度：11

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Integrating domain knowledge for enhanced concept model explainability in Plant Disease classification[整合领域知识，增强植物病害分类中概念模型的可解释性]
  Jihen Amara(2024年上海世博会) Deep learning-based plant disease detection has seen promising advancements, particularly in its remarkable ability to identify diseases through digit...
热度：11

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Optimizing Aerospace Product Maintenance: A Novel Multi-Modal Knowledge Graph and LLM Approach for Enhanced Decision Support[一种新的多模态知识图和LLM方法，用于增强决策支持]
  Raed Awill(2024年上海世博会) Siloed and inaccessible repair knowledge hinders the efficient maintenance of critical Turbine Engine components in the aerospace industry. This resea...
热度：9

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LLM-based Guided Generation of Ontology Term Definitions[基于LLM的本体术语定义引导生成]
  Erwin Filtz(2024年上海世博会) This paper describes our approach for leveraging LLMs to generate definitions and descriptions for ontology terms. Our approach is grounded in the nee...
热度：13
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