BioNav: An Ontology-Based Framework to Discover Semantic Links in the Cloud of Linked Data

被引：0

作者：

Vidal, Maria-Esther ^{[1
]}

Raschid, Louiqa ^{[2
]}

Marquez, Natalia ^{[1
]}

Carlo Rivera, Jean ^{[1
]}

Ruckhaus, Edna ^{[1
]}

机构：

[1] Univ Simon Bolivar, Caracas, Venezuela

[2] Univ Maryland, College Pk, MD USA

来源：

SEMANTIC WEB: RESEARCH AND APPLICATIONS, PT 2, PROCEEDINGS | 2010年 / 6089卷

基金：

美国国家科学基金会;

关键词：

D O I：

暂无

中图分类号：

TP18 [人工智能理论];

学科分类号：

081104 ; 0812 ; 0835 ; 1405 ;

摘要：

We demonstrate BioNav, a system to efficiently discover potential novel associations between drugs and diseases by implementing Literature-Based Discovery techniques. BioNav exploits the wealth of the Cloud of Linked Data and combines the power of ontologies and existing ranking techniques, to support discovery requests. We discuss the formalization of a discovery request as a link-analysis and authority-based problem, and show that the top ranked target objects are in correspondence with the potential novel discoveries identified by existing approaches. We demonstrate how by exploiting properties of the ranking metrics. BioNav provides an efficient solution to the link discovery problem.

引用

页码：441 / +

页数：2

共 50 条

[1] An ontology-based data mediation framework for semantic environments
Mocan, Adrian
Cimpian, Emilia
[J]. INTERNATIONAL JOURNAL ON SEMANTIC WEB AND INFORMATION SYSTEMS, 2007, 3 (02) : 69 - 98
[2] An ontology-based framework for XML semantic integration
Cruz, IF
Xiao, HY
Hsu, FH
[J]. INTERNATIONAL DATABASE ENGINEERING AND APPLICATIONS SYMPOSIUM, PROCEEDINGS, 2004, : 217 - 226
[3] A Framework For Ontology-based Data Integration
Li Dong
Huang Linpeng
[J]. ICICSE: 2008 INTERNATIONAL CONFERENCE ON INTERNET COMPUTING IN SCIENCE AND ENGINEERING, PROCEEDINGS, 2008, : 207 - 214
[4] Semantic Data Mining, An Ontology-Based Approach
Liu, Hui
Xu, Fan
[J]. TERMINOLOGY, 2018, 24 (02): : 289 - 294
[5] An Ontology-Based Framework for Semantic Web Content Mining
Yasodha, S.
Dhenakaran, S. S.
[J]. 2014 INTERNATIONAL CONFERENCE ON COMPUTER COMMUNICATION AND INFORMATICS (ICCCI), 2014,
[6] Ontology-Based Semantic Search Framework for Disparate Datasets
Kaur, Paramjeet
Nand, Parma
Naseer, Salman
Gardezi, Akber Abid
Alassery, Fawaz
Hamam, Habib
Cheikhrouhou, Omar
Shafiq, Muhammad
[J]. INTELLIGENT AUTOMATION AND SOFT COMPUTING, 2022, 32 (03): : 1717 - 1728
[7] An Ontology-Based Semantic Cooperation Framework for Business Processes
Ni, Yue
Huang, Shuangxi
Fan, Yushun
[J]. COOPERATIVE DESIGN, VISUALIZATION, AND ENGINEERING, PROCEEDINGS, 2008, 5220 : 54 - 57
[8] Developing Ontology-Based Framework Using Semantic Grid
Krishna P, Venkata
Khetrapal, Ratika
[J]. Advances in Computer and Informatiom Sciences and Engineering, 2008, : 547 - 552
[9] An ontology-based framework for semantic grid service composition
Pahl, C
[J]. GRID SERVICES ENGINEERING AND MANAGEMENT, PROCEEDINGS, 2004, 3270 : 63 - 77
[10] Ontology-Based Semantic Data Processing in Semantic Programming Language
Zhao Kai
Shi Ying
Hu Luo-Kai
Zhang Lin-Lin
Zeng Zhi-Hao
Chen Rui
[J]. 2010 2ND INTERNATIONAL ASIA CONFERENCE ON INFORMATICS IN CONTROL, AUTOMATION AND ROBOTICS (CAR 2010), VOL 1, 2010, : 464 - 467

← 1 2 3 4 5 →