Embedding Knowledge Graphs with Rdf2vec

Paulheim, Heiko, Ristoski, Petar, Portisch, Jan

Embedding Knowledge Graphs with Rdf2vec
  • 出版商: Springer
  • 出版日期: 2024-06-04
  • 售價: $2,010
  • 貴賓價: 9.5 折 $1,910
  • 語言: 英文
  • 頁數: 158
  • 裝訂: Quality Paper - also called trade paper
  • ISBN: 303130389X
  • ISBN-13: 9783031303890

    • 海外代購書籍(需單獨結帳)

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作者簡介

Heiko Paulheim is a computer scientist and a full professor for Data Science at the University of Mannheim. His group conducts various projects around knowledge graphs, yielding, among others, the public knowledge graphs WebIsALOD, CaLiGraph, and DBkWik. Moreover, his group is concerned with using knowledge graphs in machine learning, which has lead to the development of the widespread RDF2vec method for knowledge graph embeddings. In the recent past, Heiko Paulheim also leads projects which are concerned with ethical, societal, and legal aspects of AI, including KareKoKI, which deals with the impact of price-setting AIs on antitrust legislation, and the ReNewRS project on ethical news recommenders.

Petar Ristoski is an applied researcher at eBay in San Jose, CA.

Jan Portisch is a PhD student at the University of Mannheim in cooperation with SAP SE - Business Technology Platform - One Domain Model.

作者簡介(中文翻譯)

Heiko Paulheim是一位計算機科學家，也是曼海姆大學的數據科學全職教授。他的團隊進行了各種知識圖譜相關的項目，其中包括公共知識圖譜WebIsALOD、CaLiGraph和DBkWik。此外，他的團隊還致力於將知識圖譜應用於機器學習，並開發了廣泛使用的RDF2vec方法來進行知識圖譜嵌入。最近，Heiko Paulheim還領導了一些與人工智能的道德、社會和法律方面有關的項目，包括KareKoKI項目，該項目研究價格設定人工智能對反壟斷法的影響，以及關於道德新聞推薦系統的ReNewRS項目。

Petar Ristoski是eBay位於加州聖荷西的應用研究員。

Jan Portisch是曼海姆大學的博士生，與SAP SE - Business Technology Platform - One Domain Model合作。

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