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On Using Conceptual Data Modeling for Ontology Engineering [chapter]

Mustafa Jarrar, Jan Demey, Robert Meersman
2003 Lecture Notes in Computer Science  
In this approach we prevent application-specific knowledge to enter or to be mixed with domain knowledge.  ...  Secondly, unlike ontologies that are supposed to hold application-independent domain knowledge, conceptual schemes were developed only for the use of an enterprise application(s), i.e.  ...  The authors are grateful to Jan De Bo, Peter Spyns, Sven Van Acker, Ruben Verlinden, Pieter De Leenheer, and Andriy Lisovoy for their comments and suggestions on an earlier version of this paper.  ... 
doi:10.1007/978-3-540-39733-5_8 fatcat:orurbeymejcbhjjcimjnau5gvy

The ontology-based approach to data storage systems technical diagnostics

Olga V. Mamoutova, Svetlana V. Shirokova, Mikhail B. Uspenskij, Aleksandra V. Loginova, A. Zheltenkov
2019 E3S Web of Conferences  
A comparative analysis of existing knowledge representation methods has shown that an ontological approach is well suited for this task.  ...  Stated requirements for data interpretation tools allow further processing of the ontology-based knowledge base.  ...  in Priority Areas for the Development of the Russian Science and Technology Complex for 2014-2020".  ... 
doi:10.1051/e3sconf/20199108018 fatcat:maxs3rol5berpag2uwugxqx23y

Evolving BioAssay Ontology (BAO): modularization, integration and applications

Saminda Abeyruwan, Uma D Vempati, Hande Küçük-McGinty, Ubbo Visser, Amar Koleti, Ahsan Mir, Kunie Sakurai, Caty Chung, Joshua A Bittker, Paul A Clemons, Steve Brudz, Anosha Siripala (+6 others)
2014 Journal of Biomedical Semantics  
We describe the evolution of BAO related to its formal structures, engineering approaches, and content to enable modeling of complex assays and integration with other ontologies and datasets.  ...  This paper provides a comprehensive answer to this question with a description of a methodology for ontology modularization using a layered architecture.  ...  via the National Heart, Lung, and Blood Institute (U01-HL111561 and U01-HL111561-02S1, awarded to SCS), the National Institute of Neurological Disorders and Stroke (R01-NS080145, awarded to VL, Prof John  ... 
doi:10.1186/2041-1480-5-s1-s5 pmid:25093074 pmcid:PMC4108877 fatcat:pmnctn5bnjehxau63zbhci4bbi

ORFFM: An Ontology-based Semantic Model of River Flow and Flood Mitigation

Muhammad Hussain Mughal, Zubair Ahmed Shaikh, Asim Imdad Wagan, Zahid Hussain Khand, Saif Hassan
2021 IEEE Access  
We are thankful for the Center for Research in Ubiquitous Computing (CRUC) Mohammad Ali Jinnah University (Karachi) and Sukkur IBA University (Sukkur) for research facilities.  ...  This work was conducted using the Protégé 5.5 resource, which is supported by grant GM10331601 from the National Institute of General Medical Sciences of the United States National Institutes of Health  ...  Formal axioms validate the consistency of the ontology and knowledge base. Formal axioms are used for new knowledge inference.  ... 
doi:10.1109/access.2021.3066255 fatcat:veko55whanfb7n7zskrc2t2tb4

A Core Ontology of Knowledge Acquisition [chapter]

José Iria
2009 Lecture Notes in Computer Science  
In this paper, we present OAK, a well-founded, modular, extensible and multimedia-aware ontology of knowledge acquisition which extends existing foundational and core Semantic Web ontologies.  ...  We start by using a KA tool development scenario to illustrate the complexity of the problem, and identify a number of requirements for OAK.  ...  Acknowledgments This work was funded by the X-Media project (www.x-media-project.org) sponsored by the European Commission as part of the Information Society Technologies (IST) programme under EC grant  ... 
doi:10.1007/978-3-642-02121-3_20 fatcat:ipqkiyilc5hhfkuvifbxjirse4

Usability of Multi-agent Based Control Systems in Industrial Automation [chapter]

Ivanka Terzic, Alois Zoitl, Martijn Rooker, Thomas Strasser, Pavel Vrba, Vladimir Mařík
2009 Lecture Notes in Computer Science  
The design and development of both the architecture for simplifying of development of such systems and the advanced diagnostic, monitoring, and humaninteraction system will provide an easy maintenance  ...  A future adaptive and reconfigurable manufacturing system has to address, beside the requirements for agile and fast reaction to sudden and unpredictable changes in production demands, also the problem  ...  approach consisting of: • a modular, knowledge-based multi-agent architecture for simplifying the development of multi-agent systems, and • a diagnostic and user interaction infrastructure for improving  ... 
doi:10.1007/978-3-642-03668-2_3 fatcat:iw2hdreq4fe4nlhmmz4xcgvnn4

Authoring Knowledge-Based Tutors: Tools for Content, Instructional Strategy, Student Model, and Interface Design

Tom Murray
1998 The Journal of the Learning Sciences  
We have developed domain independent tools for authoring all aspects of a knowledge based tutor: the domain model, the teaching strategies, the student model, and the learning environment.  ...  We also describe how we plan to use these tools (collectively called Eon), including "ontology objects," as a meta-authoring tool for designing special purpose authoring tools tailored for specific domain  ...  of the Topic Net Editor; Erik Eide for widget dialogs and the student model editor; Erik Haugsjaa for continued code maintenance and numerous feature enhancements; Ryan Moore for tutor construction and  ... 
doi:10.1207/s15327809jls0701_2 fatcat:24zlrd3wevegbj26fctqvkagaa

Machine Education: Designing semantically ordered and ontologically guided modular neural networks [article]

Hussein A. Abbass, Sondoss Elsawah, Eleni Petraki, Robert Hunjet
2020 arXiv   pre-print
We then bring theories and methodologies together from human education to structure and mathematically define the core problems in lesson design for machine education and the modelling approaches required  ...  Last, but not least, we offer an ontology-based methodology to guide the development of lesson plans to produce transparent and explainable modular learning machines, including neural networks.  ...  quantitative) and modelling approaches (e.g. system dynamics) to structure the learning process, organize and integrate knowledge (i.e. sources and forms), and package the produced knowledge into useful  ... 
arXiv:2002.03841v1 fatcat:tj4h4zwaijgzdckelcwkqeqrgu

Ontology Summit 2016 Communique: Ontologies within semantic interoperability ecosystems

Donna Fritzsche, Michael Grüninger, Ken Baclawski, Mike Bennett, Gary Berg-Cross, Todd Schneider, Ram Sriram, Mark Underwood, Andrea Westerinen
2017 Applied Ontology  
of modular reusable ontologies and ontology design patterns.  ...  Despite the increasing number and quality of ontologies there still is what has been graphically described as a "semantic mess."  ... 
doi:10.3233/ao-170181 fatcat:v7gurhorhre37fvugolrar2uzm

D3.1 First version of ontologies and semantic repository

Georgios Meditskos (CERTH), Zoe Vasileiou (CERTH),Panagiotis Mhtzias (CERTH), Anastasios Karakostas (CERTH), Stefanos Vrochidis (CERTH), Jesús Gorroñogoitia (ATOS
2020 Zenodo  
(abstraction layer) and the representation and mapping of cloud applications and infrastructures to ontological entities.  ...  In addition,it describes the first version of the Semantic Reasoner module that populates the SODALITE Knowledge Base (KB) with the resource models and Abstract Application Deployment Models (AADMs) composed  ...  As described in the innovation (Section 2.3.1), SODALITE provides modular and reusable ontological components, following best practices in ontology engineering in terms of a pattern-based design approach  ... 
doi:10.5281/zenodo.4280700 fatcat:4u7gtlwe5bhrzftb5ksaf4pko4

A Process for Engineer Domain Ontology: An Experience in Developing Business Analysis Ontology

Irena ATANASOVA
2011 Informatică economică  
This paper presents a discussion on the process and product of an experience in developing ontology for the public sector whose organization requires a strong knowledge management.  ...  This process is applied to engineer and develop ontology for Business analysis domain.  ...  For the ontology graphical presentation we use objects with different shapes and colors and arrows with different colors.  ... 
doaj:7721fb802f3448538c72c1a6dd248a8a fatcat:5sgcchoes5dc7llii6x3ai4rme

New approaches to the representation and analysis of phenotype knowledge in human diseases and their animal models

P. N. Schofield, J. P. Sundberg, R. Hoehndorf, G. V. Gkoutos
2011 Briefings in Functional Genomics  
The focus of his research is the application of ontologies for large-scale data analysis in biomedicine and their use for translational research. Georgios V.  ...  We distinguish between two major approaches for comparative phenotype analyses: the first relies on evolutionary relations to bridge the species gap, while the other approach compares phenotypes directly  ...  Finally, reference databases and resources in biomedicine need to link to and contribute to the unifying web of knowledge that is enabled by formal, ontology-based phenotype descriptions.  ... 
doi:10.1093/bfgp/elr031 pmid:21987712 pmcid:PMC3189694 fatcat:xgppdrqndvba5ppmijvqhkuraa

Computational Intelligence in Product Design Engineering: Review and Trends

Andrew Kusiak, Filippo A. Salustri
2007 IEEE Transactions on Systems Man and Cybernetics Part C (Applications and Reviews)  
Computational intelligence (CI) offers models and algorithms that can contribute greatly to design formalization and automation.  ...  No survey of such a broad field can be complete; however, the material presented in the paper is a summary of state-of-the-art CI concepts and approaches in product design engineering.  ...  Ontologies are the formal underpinnings of all methods that define knowledge as complex structures, and they are fundamental to category 2 (design objects) approaches (see Table I ). Fowler et al.  ... 
doi:10.1109/tsmcc.2007.900669 fatcat:qkx35hwquvgctnxdfhxigoiqea

Evolutionary Information and Decision Support Systems: An Integration Based on Ontologies [chapter]

Maria V. Hurtado, Jose Parets
2001 Lecture Notes in Computer Science  
For this purpose, we propose a specialized ontology based on the Object-Oriented Approach.  ...  One of the main motivations of our emphasis on Semantic Views building is the possibility of sharing and reusing knowledge between the Information System, the Decision Support System and other external  ...  Conclusions Ontologies are an explicit partial specification of a conceptualization for the purpose of modular design, redesign and the reuse of knowledge.  ... 
doi:10.1007/3-540-45654-6_12 fatcat:dztd3qfoave6fou4ishuakdij4

Organizing Linked Data Quality Related Methods [article]

Philippe A. Martin
2013 arXiv   pre-print
This article presents the top-level of an ontology categorizing and generalizing best practices and quality criteria or measures for Linked Data.  ...  This ontology is part of a general knowledge base that can be accessed and complemented by any Web user. Thus, it can be seen as a cooperatively built library for the above cited elements.  ...  For example: Semantic Web approaches [1] [2] , knowledge sharing languages (e.g., those provided by the W3C and more general ones [3] [4] [5] [6] ), ontologies [7] [8] [9] [10] [11] [12] [13] , methodologies  ... 
arXiv:1305.7200v1 fatcat:ub2i3e5h4vdmlatyixuoumww4e
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