[PDF][PDF] 知识图谱构建技术综述

刘峤, 李杨, 段宏, 刘瑶, 秦志光 - 计算机研究与发展, 2016 - cdn.jsdelivr.net
摘要谷歌知识图谱技术近年来引起了广泛关注, 由于公开披露的技术资料较少,
使人一时难以看清该技术的内涵和价值. 从知识图谱的定义和技术架构出发 …

Cross-lingual entity alignment via joint attribute-preserving embedding

Z Sun, W Hu, C Li - The Semantic Web–ISWC 2017: 16th International …, 2017 - Springer
Entity alignment is the task of finding entities in two knowledge bases (KBs) that represent
the same real-world object. When facing KBs in different natural languages, conventional …

Guiding cross-lingual entity alignment via adversarial knowledge embedding

X Lin, H Yang, J Wu, C Zhou… - 2019 IEEE International …, 2019 - ieeexplore.ieee.org
Cross-lingual Entity Alignment (CEA) aims at identifying entities with their counterparts in
different language knowledge graphs. Knowledge embedding alignment plays an important …

Cross-lingual knowledge linking across wiki knowledge bases

Z Wang, J Li, Z Wang, J Tang - … of the 21st international conference on …, 2012 - dl.acm.org
Wikipedia becomes one of the largest knowledge bases on the Web. It has attracted 513
million page views per day in January 2012. However, one critical issue for Wikipedia is that …

Background knowledge in ontology matching: A survey

J Portisch, M Hladik, H Paulheim - Semantic Web, 2022 - content.iospress.com
Ontology matching is an integral part for establishing semantic interoperability. One of the
main challenges within the ontology matching operation is semantic heterogeneity, ie …

MultiFarm: A benchmark for multilingual ontology matching

C Meilicke, R Garcia-Castro, F Freitas… - Journal of web …, 2012 - Elsevier
In this paper we present the MultiFarm dataset, which has been designed as a benchmark
for multilingual ontology matching. The MultiFarm dataset is composed of a set of ontologies …

Toward the multilingual semantic web: Multilingual ontology matching and assessment

S Ibrahim, S Fathalla, J Lehmann, H Jabeen - IEEE Access, 2023 - ieeexplore.ieee.org
The amount of multilingual data on the Web proliferates; therefore, developing ontologies in
various natural languages is attracting considerable attention. In order to achieve semantic …

VoxEL: a benchmark dataset for multilingual entity linking

H Rosales-Méndez, A Hogan, B Poblete - … , CA, USA, October 8–12, 2018 …, 2018 - Springer
Abstract The Entity Linking (EL) task identifies entity mentions in a text corpus and
associates them with corresponding entities in a given knowledge base. While traditional EL …

State-of-the-art in multilingual and cross-lingual ontology matching

C Trojahn, B Fu, O Zamazal, D Ritze - Towards the multilingual semantic …, 2014 - Springer
Ontology matching is one of the key solutions for solving the heterogeneity problem in the
Semantic Web. Nowadays, the increasing amount of multilingual data on the Web and the …

Multilingual ontology matching based on Wiktionary data accessible via SPARQL endpoint

F Lin, A Krizhanovsky - arXiv preprint arXiv:1109.0732, 2011 - arxiv.org
Interoperability is a feature required by the Semantic Web. It is provided by the ontology
matching methods and algorithms. But now ontologies are presented not only in English, but …