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Developing a system for advanced monitoring and intelligent drug administration in critical care units using ontologies

Marcos Martínez-Romero, José M. Vázquez-Naya, Javier Pereira, Miguel Pereira, Alejandro Pazos, Gerardo Baños, M. Graña, A.I. Gonzalez-Acuña, C. Zanni-Merk
2013 Journal of Knowledge-based & Intelligent Engineering Systems  
This work presents an expert system based on a domain ontology that acquires the vital parameters from the patient monitor, analyzes them and provides the expert with a recommendation regarding the treatment  ...  If the expert agrees, the system modifies the drug infusion rates being supplied at the infusion pumps in order to improve the patient's physiological status.  ...  We would like to thank the staff of the Service of Anesthesiology, Resuscitation and Intensive Care of the Meixoeiro Hospital for their kind help and valuable collaboration.  ... 
doi:10.3233/kes-130254 fatcat:7g2cbcjbpjbs7kidsc72epjtm4

The iOSC3 System: Using Ontologies and SWRL Rules for Intelligent Supervision and Care of Patients with Acute Cardiac Disorders

Marcos Martínez-Romero, José M. Vázquez-Naya, Javier Pereira, Miguel Pereira, Alejandro Pazos, Gerardo Baños
2013 Computational and Mathematical Methods in Medicine  
The knowledge base is constituted by an OWL ontology and a set of SWRL rules that represent the expert's knowledge. iOSC3 has been developed in collaboration with experts from the Cardiac Intensive Care  ...  In this paper, we present the design, development, and validation of iOSC3, an ontology-based system for intelligent supervision and treatment of critical patients with acute cardiac disorders.  ...  They also would like to thank Chandana Samaranayake for his support during the development of the Monitor Communication API.  ... 
doi:10.1155/2013/650671 pmid:23476717 pmcid:PMC3586453 fatcat:xzugijnpabaqfkeyheoooarv4q

Ontological Knowledge Engine and Health Screening Data Enabled Ubiquitous Personalized Physical Fitness (UFIT)

Chuan-Jun Su, Chang-Yu Chiang, Meng-Chun Chih
2014 Sensors  
This paper aims to develop an ontology-driven knowledge-based system for generating custom-designed exercise plans based on a user's profile and health status, incorporating international standard Health  ...  To ensure the practicality of the generated exercise plans, encapsulated knowledge used as a basis for inference in the system is acquired from domain experts.  ...  Acknowledgments The authors wish to thank the MJlife Health-screening Center for their kind support in providing domain knowledge and the experimental environment.  ... 
doi:10.3390/s140304560 pmid:24608002 pmcid:PMC4003957 fatcat:m2whdtegszcrzk6soexpgl3x7y

Ontology-based architecture with recommendation strategy in java tutoring system

Boban Vesin, Mirjana Ivanovic, Aleksandra Klasnja-Milicevic, Zoran Budimac
2013 Computer Science and Information Systems  
The explicit conceptualization of system components in a form of ontology facilitates knowledge sharing, knowledge reuse, communication and collaboration among system components, and construction of intensive  ...  The new version of the system called Protus 2.0, supported by several ontologies, as well as examples of its usage for performing personalization are presented in this paper.  ...  The above processes provide the basis for building an initial ontological knowledge base.  ... 
doi:10.2298/csis111231001v fatcat:z5idyajzp5bd7p2pdbqs6zgoea

Recommender System for Navigation Safety: Requirements and Methodology

Nikolay Shilov
2020 TransNav: International Journal on Marine Navigation and Safety of Sea Transportation  
safety, and the methodology of operation of the above systems) and by the State Research no. 0073-2019-0005 (the recommender system aspects and principles of building recommender systems for navigation  ...  ACKNOWLEDGEMENTS The reported study was funded by RFBR according to the research project № 18-07-01203 (state of the art analysis, specification of requirements to decision support systems for navigation  ...  In contextdependent decision support based on the usage of ontology the information is usually presented in an ontological form.  ... 
doi:10.12716/1001.14.02.18 fatcat:pmfu5cobdvfc5miukbvg6jrtxa

Knowledge based Recommendation System in Semantic Web - A Survey

Ayesha Ameen
2019 International Journal of Computer Applications  
Knowledge acquisition is the most important task for constructing knowledge-based recommendation system.  ...  Representation of knowledge in structured form of ontology in Semantic Web makes the application of knowledge based recommendations system on Semantic Web very easy, as there is no need to construct knowledge  ...  CONCLUSION Knowledge based recommendation systems using ontologies as the knowledge bases are explored in this paper. Knowledge based recommendation system can be used in any domain.  ... 
doi:10.5120/ijca2019918538 fatcat:4sjcikxbebdblcquhiysbte26u

An Ontology-Based Decision Support Framework For Personalized Quality Of Life Recommendations

Marina Riga, Efstratios Kontopoulos, Kostas Karatzas, Stefanos Vrochidis, Ioannis Kompatsiaris
2018 Zenodo  
We also implement a novel ontology- and rule-based reasoning mechanism for generating personalized recommendations, capable of treating differently individuals with diverse levels of vulnerability under  ...  In this work, we capitalize on the semantic expressiveness of ontologies to build a framework that uniformly covers all phases of the decision making process: from structuring and integration of data,  ...  In contrast to existing ontology-based decision support systems (DSSs) that merely exploit the semantic web technologies in parts of the decision making process (see next section), our proposed approach  ... 
doi:10.5281/zenodo.1196023 fatcat:jsrmj7umajht5klf2oloepkupy

Ontological Approach to Modeling the Current Labor Market Needs for Automated Workshop Control in Higher Education

Elena Boldyreva, Vadim Kholoshnia
2019 Majorov International Conference on Software Engineering and Computer Systems  
On the basis of the ontological model of labor market needs, the content of the workshop is systematically processed for certain profiles in knowledge-intensive areas.  ...  The methodology is implemented in the framework of the information system for workshops designing.  ...  Based on the learning outcomes, the information system generates recommendations for modifying the electronic workshop content based on the results of its passage.  ... 
dblp:conf/micsecs/BoldyrevaK19 fatcat:auhkhnc76zcphoc2wjshahp5rm

Experience of Using OWL Ontologies for Automated Inference of Routine Pre-operative Screening Tests [chapter]

Matt-Mouley Bouamrane, Alan Rector, Martin Hurrell
2010 Lecture Notes in Computer Science  
We describe our experience of designing and implementing a knowledge-based pre-operative assessment decision support system.  ...  We developed the system using semantic web technology, including modular ontologies developed in the OWL Web Ontology Language, the OWL Java Application Programming Interface and an automated logic reasoner  ...  Bouamrane is a Scotland Chief Scientist Office (CSO) funded postdoctoral fellow in health informatics and health services research working on the development of information systems in order to facilitate  ... 
doi:10.1007/978-3-642-17749-1_4 fatcat:cmbpmcjv2jbodfpfm7malp52rm

Ontology-based Recommender System of Economic Articles [article]

David Werner
2013 arXiv   pre-print
Second, How to define the structure of these objects, relationships and articles in order to provide a source of knowledge usable by the extraction process to produce new knowledge from articles?  ...  This paper presents a new type of recommendation based on the semantic description of both articles and user profile.  ...  Consequently, after the indexing and annotating tasks executed over articles, the ontology provides a good support for our recommender system.  ... 
arXiv:1301.4781v1 fatcat:svofabnpyve5jhrpynz7hr2u6m

Product development-oriented knowledge service: Status review, framework, and solutions

Wu Zhenyong, Ming Xinguo, He Lina, Mark Goh
2020 IEEE Access  
Finally, we offer some pointers for future research. INDEX TERMS Knowledge reuse framework, knowledge representation, knowledge sharing, knowledge recommendation, product development.  ...  This study presents a knowledge service integrated framework for product development, which is refined from the literature and supported by practice needs.  ...  , knowledge sharing, and knowledge recommendation and evaluation. (3) In the sub-process of operation, some support technologies for the core module are provided.  ... 
doi:10.1109/access.2020.2984631 fatcat:ju5r42ogdnbqdgijmvfytcf6iq

Organisational Knowledge Management Systems in the Era of Enterprise 2.0: The case of OrganiK

Dimitris Bibikas, Dimitrios Kourtesis, Iraklis Paraskakis, Ansgar Bernardi, Leo Sauermann, Dimitris Apostolou, Gregoris Mentzas, Ana Cristina Vasconcelos
2008 Business Information Systems  
We introduce a knowledge management system architecture that merges enterprise social software characteristics from the realm of Enterprise 2.0, and information processing techniques from the domain of  ...  The increasing need of small knowledge-intensive companies for loosely-coupled collaboration and ad-hoc knowledge sharing has led to a strong requirement for an alternative approach to developing knowledge  ...  leveraging semantic annotation indexing and logic-based inferencing. x The Recommender System focuses on the suggestion of tags and classifications for content added to the system (e.g. wiki entries,  ... 
dblp:conf/bis/BibikasKPBSAMV08 fatcat:hywvfiv3vfe3fm6tvwmtvbr4om

Protus 2.0: Ontology-based semantic recommendation in programming tutoring system

Boban Vesin, Mirjana Ivanović, Aleksandra Klašnja-Milićević, Zoran Budimac
2012 Expert systems with applications  
The explicit conceptualization of system components in a form of ontology facilitates knowledge sharing, knowledge reuse, communication and collaboration and construction of knowledge rich and intensive  ...  With the development of the Semantic web the use of ontologies as a formalism to describe knowledge and information in a way that can be shared on the web is becoming common.  ...  The above processes provide the basis for building an initial ontological knowledge base.  ... 
doi:10.1016/j.eswa.2012.04.052 fatcat:iegquwrywndpxlh2iclxerdzsu

Development of a discharge ontology to support postanesthesia discharge decision making

Lucy L. Wang, Yong Choi
2015 International Conference on Biomedical Ontology  
We built an ontology-based decision support system that generates discharge recommendations for patients who have undergone surgical procedures.  ...  This project demonstrates the potential uses of ontologies in medical decision support systems, especially in areas that use specific scoring guidelines to aid decision-making.  ...  ACKNOWLEDGEMENTS This study was supported in part by National Library of Medicine (NLM) Training Grant T15LM007442.  ... 
dblp:conf/icbo/WangC15 fatcat:6jwzzcll6fboxbfft3uendnuim

Message from the WI'04 and IAT'04 Conference Chairs and Program Chair

2004 IEEE/WIC/ACM International Conference on Web Intelligence (WI'04)  
and knowledge • Web Support Systems: information retrieval support systems; Web site navigation support systems; recommendation support systems; soft computing (including neural networks, fuzzy logic,  ...  knowledge networks; human-agent interaction; information filtering agents; knowledge aggregation; knowledge discovery; ontology-based information services • Agent Systems Modeling and Methodology: agent  ... 
doi:10.1109/wi.2004.10001 fatcat:hqdw2dxf55gsdkxsxfru7insl4
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