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Combining rules, background knowledge and change patterns to maintain semantic annotations

Silvio Domingos Cardoso, Reynaud-Delaître Chantal, Marcos Da Silveira, Cédric Pruski
2018 AMIA Annual Symposium Proceedings  
In this paper, we define a framework based on rules, background knowledge and change patterns to drive the annotation adaption process.  ...  However, the dynamic nature of KOS may impact the annotations, thus creating a mismatch between the evolved concept and the associated information.  ...  Semantic Annotation Adaptation In this section we describe our rule-based approach for adapting outdated semantic annotations and the material to evaluate it.  ... 
pmid:29854115 pmcid:PMC5977713 fatcat:spefkmcng5h57h5sn4rrqha3hi

Enhancing Service Discovery via Multi-Ontology Management and Annotation

Guang Hui Han, Cheng Zeng
2012 Advanced Engineering Forum  
In this paper based on ISO SC32 19763-3: MFI-3 (Metamodel Framework for Interoperability: Metamodel for Ontology Registration) we discuss in detail the mechanism of multi-ontology management and annotation  ...  Finally a prototype of Ontology Management Platform (OMP) is realized to serves annotation.  ...  Our approach of multi-ontology (DRO/DLO) annotation based MFI-3 is adopted to reduce the complexity of ontology management.  ... 
doi:10.4028/ fatcat:m2iw3miy7jgqfo6hcz2lopjx5q

Management of Dynamic Biomedical Terminologies: Current Status and Future Challenges

M. Da Silveira, J. C. Dos Reis, C. Pruski
2015 IMIA Yearbook of Medical Informatics  
Methods: We investigate approaches related to the identification, characterization and propagation of changes in terminologies, mappings and semantic annotations including techniques to update their content  ...  However, the evolution of a domain's knowledge directly impacts these terminologies and generates inconsistencies in the underlying biomedical information systems.  ...  [69, 70] investigated annotation evolution and explored a rule-based approach to detect and correct annotation inconsistencies.  ... 
doi:10.15265/iy-2015-002 pmid:26293859 pmcid:PMC4587064 fatcat:7elycdk6qfeb3mmoxhg2smgnza

Incorporating semantic bridges into information flow of cross-organizational business process models

Nils Barnickel, Johannes Böttcher, Adrian Paschke
2010 Proceedings of the 6th International Conference on Semantic Systems - I-SEMANTICS '10  
In this paper we propose a mediated business process modeling approach, where ontology-based information models are used for the semantic modeling of information flow in cross-organizational business processes  ...  Rule-based semantic bridges are applied for the automated mediation between different domain vocabularies used in the organizations' process models.  ...  Furthermore, in an analog manner to the evolution of information models the tool provides advancement functionalities for the evolution of rule-based semantic bridges.  ... 
doi:10.1145/1839707.1839729 dblp:conf/i-semantics/BarnickelBP10 fatcat:jdf4hntbyrh3xldtdfxmqbuwca

Supporting Documentation and Evolution of Crosscutting Concerns in Business Processes

Chiara Di Francescomarino
2008 International Conference on Service Oriented Computing  
Once modularized separately from the principal process flow, we aim at supporting the consistent evolution of all the process parts they crosscut, by means of a BPMN-based rule language.  ...  We propose to add semantic annotations from a domain ontology to BPMN process elements in order to be able, on their basis, to manually or semi-automatically mine concerns crosscutting the process.  ...  BPs; (3) investigated, adapted and developed approaches for semi-automatic mining of business domain CCs; (4) studied rule languages for CC evolution.  ... 
dblp:conf/icsoc/Francescomarino08 fatcat:ygfdwdx3czajji2nkozlsi6xyq

Semantic Hubs for Geological Projects

Yamine Aït Ameur, Nabil Belaid, Mohammed Bennis, Olivier Corby, Rose Dieng-Kuntz, Jérémie Doucy, Priscille Durville, Chimène Fankam, Fabien L. Gandon, Alain Giboin, Patrick Giroux, Sandrine Grataloup (+14 others)
2008 Extended Semantic Web Conference  
d) semantic search in annotation bases or ontological databases.  ...  This paper describes a service-oriented architecture for accessing resources through semantically designed portals called hubs.  ...  This approach for annotation evolution based on inconsistency detection rules and on inconsistency correction rules is original in comparison with related work [21] [22] .  ... 
dblp:conf/esws/AmeurBBCDDDFGGGGGHJLLMMPPRASTV08 fatcat:rkz4txxo45bthbwlwmii2llowe

Ontology Evolution: MEDLINE Case Study [chapter]

Andrcas Abcckcr, Ljiljana Stojanovic
2005 Wirtschaftsinformatik 2005  
This is especially true for Semantic Web applications, which are based on heterogeneous and highly distributed information resources and therefore need efficient mechanisms to cope with changes in the  ...  First, we translated the MeSH/MEDLINE into a set of the ontologies by enriching the MeSH vocabulary with the set of rules and by eliminating some inconsistencies.  ...  Machine processibility is the basis for the next generation of the WWW, the so-called Semantic Web [Bee00] , which is based on using ontologies for enhancing (i.e. annotating) content with formal semantics  ... 
doi:10.1007/3-7908-1624-8_68 fatcat:nfb3b6dff5hqvmhuqur3xhnspa

Computational and Crowdsourcing Methods for Extracting Ontological Structure from Folksonomy [chapter]

Huairen Lin, Joseph Davis
2010 Lecture Notes in Computer Science  
It exploits the power of low support association rule mining supplemented by an upper ontology such as WordNet.  ...  Delicious is a social bookmarking service.  ...  A semantic search assist component will be integrated in the SmartFolks system to channel users' search efforts for ontology evolution.  ... 
doi:10.1007/978-3-642-13489-0_46 fatcat:ua4xbmger5f4vmvspssywvlb74

Conceptual Graphs for Semantic Web Applications [chapter]

Rose Dieng-Kuntz, Olivier Corby
2005 Lecture Notes in Computer Science  
We describe the RDF(S)-dedicated semantic search engine, CORESE, based on a correspondence between RDF(S) and Conceptual Graphs, and we illustrate the interest of Conceptual Graphs through the analysis  ...  In this paper, we aim at showing the advantages of Conceptual Graph formalism for the Semantic Web through several real-world applications in the framework of Corporate Semantic Webs.  ...  The corpus-based approach for building the ontology and the annotations is generic.  ... 
doi:10.1007/11524564_2 fatcat:pzdonqct5vekzmj5wzlri7deaq

Learning ontology rules for semantic video annotation

Marco Bertini, Alberto Del Bimbo, Giuseppe Serra
2008 Proceeding of the 2nd ACM workshop on Multimedia semantics - MS '08  
This approach exploits the domain knowledge embedded into an ontology to learn a set of rules for semantic video annotation.  ...  In this paper we present an overview of the state-of-the-art of approaches and algorithms that exploit ontologies to perform semantic video annotation and present an approach to automatically learn rules  ...  None of these three works is based on ontologies and the type of rules that can be learned with these approaches can not be directly applied to an ontology-based framework.  ... 
doi:10.1145/1460676.1460678 dblp:conf/mm/BertiniBS08 fatcat:zgiv3kvgdzcevfrmeabcvqoy5q

Adaptive Query Formulation to Handle Database Evolution

George Papastefanatos, Panos Vassiliadis, Yannis Vassiliou
2006 International Conference on Advanced Information Systems Engineering  
For several cases of database evolution we present rules so that both syntactical and semantic correctness of queries are retained.  ...  Furthermore, the queries are not designed to handle database evolution. In this paper, we introduce a graph-based model that uniformly captures relations, views, constraints and queries.  ...  To deal with the aforementioned issues, our approach is to provide a mechanism for performing what-if analysis for potential changes of database configurations.  ... 
dblp:conf/caise/PapastefanatosVV06 fatcat:oamgvduezzba3bdt6kqo2cwqpm

Semantically supported SLA negotiation

Andras Micsik, Henar Munoz Frutos, Ioannis Kotsiopoulos, Bastian Koller
2009 2009 10th IEEE/ACM International Conference on Grid Computing  
The evolution of services market raises the need for automatic support for negotiating service use criteria.  ...  The use of semantic annotations together with reasoning can increase the level of flexibility and automation in SLA management.  ...  SA-SLA is based on the Semantic Annotations for Web Service Description Language (SA-WSDL) [3] , which has become the dominant approach in the area of Semantic Web Services.  ... 
doi:10.1109/grid.2009.5353048 dblp:conf/grid/MicsikFKK09 fatcat:wt35uykxnza7plj3rs2iwpdu6a

Semantic, Automatic Image Annotation Based on Multi-Layered Active Contours and Decision Trees

Joanna Isabelle
2013 International Journal of Advanced Computer Science and Applications  
In this paper, we propose a new approach for automatic image annotation (AIA) in order to automatically and efficiently assign linguistic concepts to visual data such as digital images, based on both numeric  ...  Next, decision trees are trained based on these attributes, and the image is semantically annotated using the resulting decision rules.  ...  Our approach consists in using semantic decision rules to classify the images into classes based on their semantic attributes, which were defined using trained decision trees involving both semantic and  ... 
doi:10.14569/ijacsa.2013.040828 fatcat:u4aixxypjzdvbby5o4ftvxby64

Survey of semantic annotation platforms

Lawrence Reeve, Hyoil Han
2005 Proceedings of the 2005 ACM symposium on Applied computing - SAC '05  
The realization of the Semantic Web requires the widespread availability of semantic annotations for existing and new documents on the Web.  ...  This paper examines current Semantic Web annotation platforms that provide annotation and related services, and reviews their architecture, approaches and performance.  ...  The authors would like to thank the anonymous reviewers for their helpful feedback.  ... 
doi:10.1145/1066677.1067049 dblp:conf/sac/ReeveH05 fatcat:e7bwfayhljbavpd4afpnqbfwke

Evolution of biomedical ontologies and mappings: Overview of recent approaches

Anika Groß, Cédric Pruski, Erhard Rahm
2016 Computational and Structural Biotechnology Journal  
Hence there is a need for largely automated approaches to keep ontology-based mappings up-to-date in the presence of evolving ontologies.  ...  We will discuss requirements for mapping adaptation and provide a comprehensive overview on existing approaches. We will further identify open challenges and outline ideas for future developments.  ...  Acknowledgement This work is part of the project "ELISA -Evolution of Semantic Annotations" funded by the National Research Fund Luxembourg (FNR) (grant C13/IS/5809134) and the German Research Foundation  ... 
doi:10.1016/j.csbj.2016.08.002 pmid:27642503 pmcid:PMC5018063 fatcat:r23f4wbdfraj7ni4vws32sjk5u
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