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Empowering Information Retrieval in Semantic Web

Ahamed. M Mithun, Faculty of Computer & Information Technology, Al-Madinah International University Kuala Lumpur, 57100, Malaysia, Z. Abu Bakar
2020 International Journal of Computer Network and Information Security  
The paper presents a framework for knowledge representation assembling semantic technology based on ontology, semantic web, and an intelligent agent algorithm as a connectivity framework to share the appropriate  ...  To give an information need, the semantic technologies can directly search, capture, aggregate, and make a deduction to satisfy the user needs.  ...  The semantic search was in used for the image retrieval, here proposed an ontology-based engine as domain-specific ontology based on the user query.  ... 
doi:10.5815/ijcnis.2020.02.05 fatcat:nkbvvxclnvhr5idrhrzoie6ld4

Digital Ecosystems: Principles and Semantics

Harold Boley, Elizabeth Chang
2007 2007 Inaugural IEEE-IES Digital EcoSystems and Technologies Conference  
In this paper we provide an explanation of digital ecosystems, their analogy to ecological systems, architecture, swarm intelligence, and comparison to existing networked architecture.  ...  We then describe how digital ecosystems can benefit from semantic web ontologies and rules. Finally, we discuss issues in the collaboration between semantically neighbouring digital ecosystems.  ...  Even in a 'single' field of knowledge such as medicine there can be 'multiple' semantics such as those of traditional and orthodox medicine (and even for orthodox medicine there exist multiple ontologies  ... 
doi:10.1109/dest.2007.372005 fatcat:g4uj2kxprvgltlrd5pjuvlplj4

OIL: an ontology infrastructure for the Semantic Web

D. Fensel, F. van Harmelen, I. Horrocks, D.L. McGuinness, P.F. Patel-Schneider
2001 IEEE Intelligent Systems  
Her main research areas include ontologies, description logics, reasoning systems, environments for building and maintaining information, knowledgeenhanced search, configuration, and intelligent commerce  ...  An ontology will describe the various products and help navigate and search automatically for the required information.  ...  Preferred papers will describe an implemented intelligent system that produces results of significance in biology or medicine.  ... 
doi:10.1109/5254.920598 fatcat:n3qstdm5jra2ldju22sh5v3fw4

Web Semantics for Intelligent and Dynamic Information Retrieval Illustrated within the Mental Health Domain [chapter]

Maja Hadzic, Elizabeth Chang
2008 Lecture Notes in Computer Science  
In this paper we illustrate how the ontology and multi-agent system technologies which underpin this vision can be effectively implemented within the mental health domain.  ...  Current search engines that are based on syntactic keywords are fundamental for retrieving information often leaving the search results meaningless.  ...  GMIO-based Multi-agent System Within the GMIO-based multi-agent system, ontology is used at the different levels to: • locate and retrieve requested information.  ... 
doi:10.1007/978-3-540-89784-2_10 fatcat:ib7usqphgrhsvefykqkn3cc2oq

A Review of Self Decision Making Applications

A. A.Obiniyi, O. N. Oyelade
2014 International Journal of Applied Information Systems  
Intelligent agents have been employed in the field of artificial intelligence to develop their cognitive capability so as to populate their knowledge base and as well carry out tasks that proves their  ...  Then it points out the prospect that awaits future decision support systems with respect to the growing research in the semantic web technologies.  ...  Using Semantic based methodologies; the geo-locating agent would begin to break down the submitted query based on ontological references.  ... 
doi:10.5120/ijais14-451163 fatcat:npnyurrqyzf7ncotydrshdi56a

Semantic Doctor Assistant: An Ontology-based Disease Classification in Biomedicine

Yaman Kannot, Mohamed Kholif, Amani A.
2015 International Journal of Computer Applications  
This study would measure the relevance of the information retrieved for each search query and how the system is important in the field of medicine and how it will help academic doctors in their research  ...  The Semantic Doctor Assistant (SDA) has been designed to help doctors to find proper information about a specific disease using semantic web technology rather than other simple keyword-based search.  ...  The research methodology is divided into two phases: Semantic search and Disease classification. In semantic search phase, semantically matched diseases have been  ... 
doi:10.5120/ijca2015906320 fatcat:lj2dml6dijgihkygnsgg6m2s3u

Mining in Ontology with Multi Agent System in Semantic Web : A Novel Approach

Vishal Jain, Prasad S. V. A. V
2014 The International Journal of Multimedia & Its Applications  
An agent would basically refer to a software agent, a robot or a human being Knowledge discovery can be defined as the process of critically searching large collections of data with the aim of coming up  ...  IR technology is major factor responsible for handling annotations in Semantic Web (SW) languages.  ...  [15] , worked on Ontology-based Multi-agent system to Multi-site Software Development. Authors described software agent utilized ontology as its intelligence in MSSD and found that it has benefits.  ... 
doi:10.5121/ijma.2014.6504 fatcat:2dn2dek7dzbxheywq5ppt5nz5a

Semantic Web Technologies for Sharing Clinical Information in Health Care Systems

Mahtab Karami, Azin Rahimi
2019 Acta Informatica Medica  
editors, ontologies in healthcare.  ...  Semantic Web (SW) technologies is capable of facilitating the management and sharing of knowledge and promote semantic interoperability among healthcare information systems.  ...  Keywords such as semantic web, ontology, interoperability an standard were used for search.  ... 
doi:10.5455/aim.2019.27.4-7 pmid:31213735 pmcid:PMC6511266 fatcat:66tlf54ntbb7xl7suytyqmrbp4

Semantic Web meets Integrative Biology: a survey

H. Chen, T. Yu, J. Y. Chen
2012 Briefings in Bioinformatics  
We present a rich set of case studies in system biology, integrative neuroscience, bio-pharmaceutics and translational medicine, to highlight the technical features and benefits of SW applications in IB  ...  In this review, we provide insight into how SW technologies can be used to build open, standardized and interoperable solutions for interdisciplinary integration on a global basis.  ...  A concrete use case is GoPubMed, an ontology-based literature search engine empowered by the agent technology [63] .  ... 
doi:10.1093/bib/bbs014 pmid:22492191 fatcat:n5xm5kbc75ethlnfwfmgwdtnhq

Learning Materials Representation for Interoperability in Heterogeneous Environment

2020 International Journal of Advanced Trends in Computer Science and Engineering  
This paper proposes using semantic web technologies and specially ontology in adaptive modeling of the learning resources to select the suitable material to the right learner in heterogeneous environment  ...  Learning resources are used for different learners and in different contexts along with heterogeneous environments.  ...  Figure 3 : 3 A Sample GLOID for CS Field. Figure 4 : 4 Domain Ontology for Computer Science, and the details of "Intelligent Systems" Figure 5 : 5 Added Domain Ontology Concepts about "Agent".  ... 
doi:10.30534/ijatcse/2020/14952020 fatcat:uf5hdpy32zf6zf7evxaahjwsuu

Learning Materials Representation for Interoperability in Heterogeneous Environment

2020 International Journal of Emerging Trends in Engineering Research  
This paper proposes using semantic web technologies and specially ontology in adaptive modeling of the learning resources to select the suitable material to the right learner in heterogeneous environment  ...  Learning resources are used for different learners and in different contexts along with heterogeneous environments.  ...  Figure 4 . 4 Domain Ontology for Computer Science, and the details of "Intelligent Systems" Figure 6 . 6 Part of Course Structure Ontology for "Agent".  ... 
doi:10.30534/ijatcse/2020/337952020 fatcat:jpizp4eacnb37mxzpkpiqdtfla

Conclusions and FutureWork [chapter]

Ian Kuon, Jonathan Rose
2010 Quantifying and Exploring the Gap Between FPGAs and ASICs  
Melisa: An ontology-based agent for information retrieval in medicine. In Proceedings of the First International Workshop on the Semantic Web (SemWeb2000), pages 73-82.  ...  A knowledge based framework for configuring agent teams on-demand. In Proceedings of the Workshop on Semantic Intelligent Middleware for Interoperable Systems. [Grosz et al., 1999] Grosz, B.  ... 
doi:10.1007/978-1-4419-0739-4_7 fatcat:wzja2fwakbd3tleapfnl3kl23q

Ontology Support for Biomedical Information Resources

Tharam Dillon, Elizabeth Chang, Maja Hadzic
2008 2008 21st IEEE International Symposium on Computer-Based Medical Systems  
We highlight the significance of ontologies in a variety of semi-automatic and automatic tasks, and provide an illustrative example of an ontology-based multi-agent system designed to intelligently retrieve  ...  Ontologies are highly expressive knowledge models and as such increase expressiveness and intelligence of a system.  ...  In Section 10, we discuss some significant biomedical systems and in Section 10, we give an illustrative example of an ontology-based multi-agents system designed for intelligent retrieval of information  ... 
doi:10.1109/cbms.2008.21 dblp:conf/cbms/DillonCH08 fatcat:rpgo3dhtfva67feujl3tfthb6q

A Domain-Adaptable Heterogeneous Information Integration Platform: Tourism and Biomedicine Domains

Rafael Muñoz Gil, Manuel de Buenaga Rodríguez, Fernando Aparicio Galisteo, Diego Gachet Páez, Esteban García-Cuesta
2021 Information  
In recent years, information integration systems have become very popular in mashup-type applications.  ...  enrichment, and ontology standardization.  ...  Acknowledgments: This publication has emanated from research supported in part by iPHEALTH. Smart Platform based on Open, Linked, and Big Data for decision-making and learning in the health field.  ... 
doi:10.3390/info12110435 doaj:cef555647b124162836e2e03716ef347 fatcat:yf2z4j3zjzcotarhaidu6jhyu4

Semantic Web: A Context for Medical Knowledge Discovering and Sharing

Mahtab Karami
2018 Iranian Journal of Medical Informatics  
was performed based on a literature review and internet search through scientific databases such as PubMed, Scopus, Web of science and Google Scholar.Conclusion: Ontologies can provide a basis for the  ...  searching of context-based medical research information so that it can be integrated and used as a foundation for future research.  ...  In other word, an ontology searches for the classification of entities.  ... 
doi:10.24200/ijmi.v7i0.145 fatcat:zk4bc4oflvggpcet25jbtmytbu
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