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Ontology Selection: Ontology Evaluation on the Real Semantic Web
2006
The Web Conference
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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
2014
Computer Methods and Programs in Biomedicine
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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
2021
Future Internet
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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]
2021
arXiv
pre-print
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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
2011
Proceedings of the International Workshop on Semantic Web Information Management - SWIM '11
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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, http://www.umic.rwth-aachen.de). ...
doi:10.1145/1999299.1999304
dblp:conf/sigmod/QuixRK11
fatcat:6pqz4eys7zemtgetcj5jhpqjb4
Selecting Content Ontology Design Patterns for Ontology Quality Improvement
2013
Business Informatics Research
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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
2016
International Journal of Automation and Computing
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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
2007
IEEE Transactions on Knowledge and Data Engineering
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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
2018
Journal of Digital Forensics, Security and Law
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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]
2016
Lecture Notes in Computer Science
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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]
2012
Lecture Notes in Computer Science
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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]
2006
Lecture Notes in Computer Science
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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
2013
Journal of Emerging Technologies in Web Intelligence
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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
2014
PLoS ONE
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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
2008
Zenodo
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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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