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Ontology Selection: Ontology Evaluation on the Real Semantic Web

Marta Sabou, Vanessa López, Enrico Motta, Victoria S. Uren
2006 The Web Conference  
The increasing number of ontologies on the Web and the appearance of large scale ontology repositories has brought the topic of ontology selection in the focus of the semantic web research agenda.  ...  We discuss requirements posed by the open Web environment on ontology selection, we overview existing work on selection and point out future directions.  ...  The real Semantic Web has implications on the future of ontology evaluation as well.  ... 
dblp:conf/www/SabouLMU06 fatcat:3x2dkv4evjccjbnekz4bj5a2ui

BiOSS: A system for biomedical ontology selection

Marcos Martínez-Romero, José M. Vázquez-Naya, Javier Pereira, Alejandro Pazos
2014 Computer Methods and Programs in Biomedicine  
Results are promising and show the usefulness of BiOSS to solve real-world ontology selection problems. BiOSS is openly available both as a web tool and a web service.  ...  BiOSS evaluates the adequacy of an ontology to a given domain according to three different criteria: (1) The extent to which the ontology covers the domain; (2) The semantic richness of the ontology in  ...  Automatic knowledge reuse on the Semantic Web requires fully automatic selection approaches that do not require user intervention during the selection process.  ... 
doi:10.1016/j.cmpb.2014.01.020 pmid:24573129 fatcat:3v5gcfrirfaizftf6gmbfmud6q

Ontology-Based Feature Selection: A Survey

Konstantinos Sikelis, George E. Tsekouras, Konstantinos Kotis
2021 Future Internet  
The Semantic Web emerged as an extension to the traditional Web, adding meaning (semantics) to a distributed Web of structured and linked information.  ...  At its core, the concept of ontology provides the means to semantically describe and structure information, and expose it to software and human agents in a machine and human-readable form.  ...  In general, ontologies are the basic building blocks for inference techniques on the Semantic Web.  ... 
doi:10.3390/fi13060158 fatcat:ceb7jdwkmbedjj5ryt73axsaci

Ontology-based Feature Selection: A Survey [article]

Konstantinos Sikelis, George E Tsekouras, Konstantinos I Kotis
2021 arXiv   pre-print
The SemanticWeb emerged as an extension to the traditional Web, towards adding meaning to a distributed Web of structured and linked data.  ...  At its core, the concept of ontology provides the means to semantically describe and structure information and data and expose it to software and human agents in a machine and human-readable form.  ...  In general, ontologies are the basic building blocks for inference techniques on the Semantic Web.  ... 
arXiv:2104.07720v2 fatcat:zxd5milohbfj3ewtaw3siwhi4m

Automatic selection of background knowledge for ontology matching

Christoph Quix, Pratanu Roy, David Kensche
2011 Proceedings of the International Workshop on Semantic Web Information Management - SWIM '11  
knowledge in form of ontologies is an important source of information for many tasks in the semantic web, e.g., ontology matching, ontology construction and editing, natural language processing.  ...  The evaluation shows that the use of background knowledge improves the result in most cases and that our ontology discovery process is able to find appropriate background knowledge to bridge the gap between  ...  Acknowledgements: This work is supported by the DFG Research Cluster on Ultra High-Speed Mobile Information and Communication (UMIC,  ... 
doi:10.1145/1999299.1999304 dblp:conf/sigmod/QuixRK11 fatcat:6pqz4eys7zemtgetcj5jhpqjb4

Selecting Content Ontology Design Patterns for Ontology Quality Improvement

Birger Lantow, Kurt Sandkuhl, Vladimir Tarasov
2013 Business Informatics Research  
ODP selection strategies are performed on content ODPs from the ODP wiki-portal that was initiated by the NeOn-project.  ...  This paper describes strategies for the selection of candidate ODPs that qualify for the improvement of a given ontology.  ...  The aim is to efficiently produce high quality ontologies as a basis for knowledge management, semantic web applications or enterprise systems.  ... 
dblp:conf/bir/Lantow13 fatcat:y25yi3jxlrebvd6dnvhsh2tgv4

An ontology-based approach to security pattern selection

Hui Guan, Hongji Yang, Jun Wang
2016 International Journal of Automation and Computing  
2016) 'An ontology-based approach to security pattern selection.' International Journal of Automation and Computing, 13 (2): 168-182. The final publication is available at Springer via http://dx.  ...  One of the examples is illustrated in Fig. 10 showing the evaluation result while using the proposed ontology to process the security pattern searching.  ...  Evaluation of the result is the process of evaluating the efficiency of the proposed security ontology. Usually, the system developers come up with competency questions to validate the ontology.  ... 
doi:10.1007/s11633-016-0950-1 fatcat:3ymrdyatzbhcdde75ahktn76qa

Ontology-Based Service Representation and Selection

Murat Sensoy, Pinar Yolum
2007 IEEE Transactions on Knowledge and Data Engineering  
Previous approaches to service selection are usually based on capturing and exchanging the ratings of consumers to providers.  ...  The experiences are represented with an ontology that can capture the requested service and the received service in detail.  ...  of the Fifth International Workshop on Agents and Peer-to-Peer Computing [2] .  ... 
doi:10.1109/tkde.2007.1045 fatcat:cc2vz2c45raf3prvd327nkruui

Ontologies and the Semantic Web for Digital Investigation Tool Selection

Hayden Wimmer, Lei Chen, Thomas Narock
2018 Journal of Digital Forensics, Security and Law  
Furthermore, we progress to a semantic web application that employs reasoning in order to aid digital investigators with selecting an appropriate tool.  ...  Additionally, this research sets the preliminary stage to bringing semantic web technology to the digital forensics domain as well as facilitates expanding the developed ontology to other tools and features  ...  This work has provided an important step of illustrating how semantic web technologies can be employed in the digital forensics community in a real-world application.  ... 
doi:10.15394/jdfsl.2018.1569 fatcat:hksmtypi7nejpdzso4xxkhco4y

Selecting Optimal Background Knowledge Sources for the Ontology Matching Task [chapter]

Abdel Nasser Tigrine, Zohra Bellahsene, Konstantin Todorov
2016 Lecture Notes in Computer Science  
It is a common practice to rely on background knowledge (BK) in order to assist and improve the ontology matching process.  ...  The couple of ontologies to be aligned is modeled as a query with respect to the indexed BK sources and the best candidate is selected by following an information retrieval paradigm.  ...  pair of ontologies to be matched, the selection process is a result of querying the indexed corpus for semantically similar BK sources from the indexed data.  ... 
doi:10.1007/978-3-319-49004-5_42 fatcat:cs6rrkjm6bb3de7g7zy7mzaate

ONSET: Automated Foundational Ontology Selection and Explanation [chapter]

Zubeida Khan, C. Maria Keet
2012 Lecture Notes in Computer Science  
Create an initial list of criteria to assess the ontologies on and, hence, on why one would use either ontology.  ...  This has been evaluated in an experiment with novice modellers, which showed that ONSET greatly assists in foundational ontology selection.  ...  Scenario 1: Semantic Management of Middleware. The tool was tested according to the requirements of [9] which is an application of the semantic web.  ... 
doi:10.1007/978-3-642-33876-2_22 fatcat:ftpnelfclbgqhbqi53ynmxru54

Ontology Selection for the Real Semantic Web: How to Cover the Queen's Birthday Dinner? [chapter]

Marta Sabou, Vanessa Lopez, Enrico Motta
2006 Lecture Notes in Computer Science  
Robust mechanisms for ontology selection are crucial for the evolving Semantic Web characterized by rapidly increasing numbers of online ontologies and by applications that automatically use the associated  ...  We conclude that the ambitious context of automatic knowledge reuse imposes several challenging requirements on selection.  ...  We thank Yuangui Lei and Victoria Uren for their comments on this paper.  ... 
doi:10.1007/11891451_12 fatcat:ba3zxi6tcncyxekds4rag4wklu

Adaptive Search and Selection of Domain Ontologies for Reuse on the Semantic Web

Jean Vincent Fonou-Dombeu, Magda Huisma
2013 Journal of Emerging Technologies in Web Intelligence  
study presents an adaptive strategy for searching and selecting domain ontologies for reuse on the Semantic Web.  ...  The data sources provide ontologies' specific concepts that enable their easy location over the Semantic Web.  ...  on the Semantic Web.  ... 
doi:10.4304/jetwi.5.3.230-239 fatcat:eismpolmabhctb6sf3ruajf2cy

Automatic Background Knowledge Selection for Matching Biomedical Ontologies

Daniel Faria, Catia Pesquita, Emanuel Santos, Isabel F. Cruz, Francisco M. Couto, Christian Schönbach
2014 PLoS ONE  
Ontology matching is a growing field of research that is of critical importance for the semantic web initiative.  ...  We implemented this methodology in the AgreementMakerLight ontology matching framework, and evaluate it using the benchmark biomedical ontology matching tasks from the Ontology Alignment Evaluation Initiative  ...  One approach previously proposed in this context consists of querying the semantic web for a background ontology X i for each pair of concepts (C S , C T ), then using that ontology to infer relationships  ... 
doi:10.1371/journal.pone.0111226 pmid:25379899 pmcid:PMC4224389 fatcat:65cj5oabkvdu7nt2qdpkvpeqni

Target Concept Selection By Property Overlap In Ontology Population

Seong-Bae Park, Sang-Soo Kim, Sewook Oh, Zooyl Zeong, Hojin Lee, Seong Rae Park
2008 Zenodo  
The most confident and trust-worthy way to add instances into the ontology is to gather instances from tables in the related Web pages.  ...  According to a series of experiments, the proposed method achieves 76.98% of accuracy. This implies that the proposed method is a plausible way for automatic ontology population from Web tables.  ...  INTRODUCTION A N ontology is a formal specification of concepts for a domain of interest, and is considered as one of most important elements in semantic web.  ... 
doi:10.5281/zenodo.1060661 fatcat:qqehlbe7evbl5evpi63g5bqe2i
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