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題名:關聯數據中owl:sameAs網絡分析
書刊名:數據分析與知識發現
作者:賈君枝李曉
出版日期:2017
卷期:2017(10)
頁次:77-84
主題關鍵詞:數據集互聯網絡owl:sameAsInterlinking of datasetsNetwork
原始連結:連回原系統網址new window
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【目的】調研owl:same As連接在真實數據網絡中的配置和應用情況。【方法】從BTC 2014數據集中抽取部分數據,應用統計學方法對樣本數據構成的same As網絡進行結構分析、域名分析和實例類型分析。【結果】數據分析結果表明,真實數據網絡中same As連接較稀疏,等同實體網絡中大多數實體只建立了單個連接。【局限】樣本數據數量有限,未能更全面地深入分析。【結論】該研究分析可以為關聯數據中基于實例水平的數據集成、本體對齊、知識發現以及跨數據集查詢等提供參考。
[Objective] This paper examines the application of the owl:same As link in the Web of Data. [Methods] First, we extracted owl:same As links from the BTC 2014 dataset. Then, we analyzed the structure of the sample data, as well as their domain names and instance types. [Results] The retrieved links of owl:same As were sparse, and most entities only had single connection between each other. [Limitations] The size of our sample data was small, and more comprehensive analysis was needed. [Conclusions] Our study lays some foundations for data integration, ontology alignment, knowledge discovery of the Web of Data.
期刊論文
1.Bizer, C.、Tom, H.、Berners-Lee, T.(2009)。Linked Data: The Story So Far。International Journal on Semantic Web & Information Systems,5(3),1-22。  new window
2.Gunaratna, K.、Lalithsena, S.、Sheth, A.(2014)。Alignment and Dataset Identification of Linked Data in Semantic Web。Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery,,4(2),139-151。  new window
3.Correndo, G.、Penta, A.、Gibbins, N.(2012)。Statistical Analysis of the owl:sameAs Network for Aligning Concepts in the Linking Open Data Cloud。Lecture Notes in Computer Science,7447(5),215-230。  new window
會議論文
1.Schmachtenberg, M.、Bizer, C.、Paulheim, H.(2014)。Adoption of the linked data best practices in different topical domains。The 13th International Semantic Web Conference。Springer International Publishing。245-260。  new window
2.Parundekar, R.、Knoblock, C. A.、Ambite, J. L.(2010)。Linking and Building Ontologies of Linked Data。The 9th International Semantic Web Conference。Shanghai。  new window
3.Nikolov, A.、Motta, E.(2010)。Capturing Emerging Relations Between Schema Ontologies on the Web of Data。The 9th Semantic Web Conference。Shanghai。  new window
4.Gunaratna, K.、Thirunarayan, K.、Jain, P.(2013)。A Statistical and Schema Independent Approach to Identify Equivalent Properties on Linked Data。The 9th International Conference on Semantic Systems。ACM。33-40。  new window
5.Auer, S.、Bizer, C.、Kobilarov, G.(2007)。DBpedia: A Nucleus for a Web of Open Data。The 6th International Semantic Web Conference on Semantic Web。  new window
6.Hotho, A.(2006)。BibSonomy: A Social Bookmark and Publication Sharing System。The 14th International Conference on Conceptual Structures。Aalborg:Aalborg University Press。  new window
圖書
1.郭世澤、陸哲明(2012)。複雜網絡基礎理論。北京:科學出版社。  延伸查詢new window
其他
1.Abele, A.,McCrae, J.。Linking Open Data Cloud Diagram 2017,http://lod-cloud.net/。  new window
2.Bechhofer, S.,van Harmelen, F.,Hendler, J.。OWL Web Ontology Language Reference,https://www.w3.org/TR/owl-ref/#sameAs-def。  new window
3.Tobias, K.,Andreas, H.。Billion Triples Challenge 2014 Dataset,http://km.aifb.kit.edu/projects/btc2014/。  new window
4.Using owl:sameAs in Linked Data,http://blog.hubjects.com/2007/07/using-owlsameas-in-linkeddata.html。  new window
5.EUscreen Linked Open Data Pilot,http://lod.euscreen.eu/。  new window
 
 
 
 
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