Chemical knowledge for the Semantic Web

被引:0
|
作者
Konyk, Mykola [1 ]
De Leon, Alexander [1 ]
Dumontier, Michel [1 ]
机构
[1] Carleton Univ, Sch Comp Sci, Ottawa, ON K1S 5B6, Canada
关键词
semantic web; knowledge representation; knowledge engineering; ontology; life sciences; question answering; OWL; chemistry; molecule; mashup;
D O I
暂无
中图分类号
Q5 [生物化学];
学科分类号
071010 ; 081704 ;
摘要
With over 80 file formats to represent various chemical attributes, the conversion between one format and another is invariably lossy due to informal specifications. In contrast, the use of a formal knowledge representation language such as the Web Ontology Language (OWL) enables precise molecular descriptions that can be reasoned about in a logically valid manner. In this paper, we describe a chemical knowledge representation using OWL. We demonstrate its utility in querying a new drug repository created from PubChem, DrugBank and DBpedia. By leveraging Semantic Web technologies, it becomes possible to integrate chemical information at differing levels of detail and granularity, opening new avenues for life science knowledge discovery.
引用
收藏
页码:169 / 176
页数:8
相关论文
共 50 条
  • [21] Finding and ranking knowledge on the Semantic Web
    Ding, L
    Pan, R
    Finin, T
    Joshi, A
    Peng, Y
    Kolari, P
    [J]. SEMANTIC WEB - ISWC 2005, PROCEEDINGS, 2005, 3729 : 156 - 170
  • [22] Knowledge networks in the age of the Semantic Web
    Neumann, Eric
    Prusak, Larry
    [J]. BRIEFINGS IN BIOINFORMATICS, 2007, 8 (03) : 141 - 149
  • [23] Contextualized knowledge repositories for the Semantic Web
    Serafini, Luciano
    Homola, Martin
    [J]. JOURNAL OF WEB SEMANTICS, 2012, 12-13 : 64 - 87
  • [24] Semantic Web technologies in knowledge management
    Bäck, A
    Vainikainen, S
    Södergard, CAJ
    Juhola, H
    [J]. FROM INFORMATION TO KNOWLEDGE, 2003, : 268 - 277
  • [25] Data of Semantic Web as Unit of Knowledge
    Patel, Archana
    Jain, Sarika
    Shandilya, Shishir K.
    [J]. JOURNAL OF WEB ENGINEERING, 2018, 17 (08): : 647 - 674
  • [26] Knowledge Representation in the Social Semantic Web
    Macgregor, George
    [J]. LIBRARY REVIEW, 2011, 60 (08) : 723 - 735
  • [27] Secure knowledge management and the semantic Web
    Lee, JK
    Upadhyaya, SJ
    Rao, HR
    Sharman, R
    [J]. COMMUNICATIONS OF THE ACM, 2005, 48 (12) : 48 - 54
  • [28] Semantic Web for Supporting of Knowledge Communities
    不详
    [J]. IT-INFORMATION TECHNOLOGY, 2010, 52 (01):
  • [29] Semantic Web Engineering in the Knowledge Society
    Schutte, Marietjie
    [J]. ONLINE INFORMATION REVIEW, 2009, 33 (05) : 1014 - 1014
  • [30] Public Chemical Databases and the Semantic Web
    Walker, Martin A.
    [J]. FUTURE OF THE HISTORY OF CHEMICAL INFORMATION, 2014, 1164 : 197 - 217