The Development Process of the Semantic Web and Web Ontology

Vanitha, K.; Venkatesh, M.Sri; K.Ravindra,; Lakshmi, S. Venkata

doi:10.14569/ijacsa.2011.020718

Cited by 5 publications

(7 citation statements)

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“…However, research groups have no consensus and each group is using/applying his own methodology (Corcho et al, 2003;Noy & McGuiness, 2001). Some researchers believe that ontology development is an iterative process (Vanitha et al, 2011) starting with a rough initial version which would be progressively revised, evaluated, refined, and debugged using either application or problem-solving methods or arguing with DEs. The iterative process will continue throughout the life cycle of ontology (Kapoor & Sharma, 2010).…”

Section: General Oe Methodologiesmentioning

confidence: 99%

“…Devising of a specific methodology for web ontologies that should meet the unique http://dx.doi.org/10.1080/23311916.2016.1193959 nature, needs, and applications of web information has not received considerable response from the research community as yet. Vanitha et al (2011);Noy and McGuiness, (2001) proposes a simple iterative-based web ontology process model consisting of seven activities including: (1) determining the domain and scope of ontology, (2) reusing existing ontologies, (3) enumerating terms in the ontology, (4) defining classes and class hierarchy, (5) defining properties of classes, (6) defining facets (role restrictions) of the slots, and (7) creating instances. During the lifetime of ontology these activities would be repeated in circular fashion again and again until a functional ontological product has been obtained.…”

Section: Web Oe Methodologiesmentioning

confidence: 99%

“…(Benslimane et al, 2008;Kapoor & Sharma, 2010). The quick and cheap development of formal domain-specific ontologies will serve as the major source of the SW success and proliferation (Benslimane et al, 2008;Vanitha et al, 2011). SW ontology allows for semantically enriching of web resources that is a pre-condition for developing novel advanced web services such as semantic search and web resources retrieval (De Nicola, Missikoff, & Navigli, 2009).…”

Section: Introductionmentioning

confidence: 99%

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POEM: Practical ontology engineering model for semantic web ontologies

Ali

Khusro

2016

Cogent Engineering

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Sundown of the twentieth century saw the emergence of the World Wide Web. A decade later, semantic web (SW) envisioned enriching of web-accessible information and services with machine-processable semantics to solve the problems of information management and sharing which are aroused by the success of the web. However, success of the SW largely depends on the availability of formal ontologies for representing and structuring information in different domains. To facilitate web ontology engineering (OE), methodologies are proposed by the researchers since years. However, OE particularly web OE is still immature and none of the methodologies is standardized for web OE projects as yet. This paper presents an evolutionary SW ontology engineering methodology called POEM. POEM presents a complete methodology comprising of various phases for performing conceptualization, designing, implementation, evaluation, and project management tasks. POEM exploits and incorporates the large experiences from the widely used software engineering standards to make the methodology more realistic and provide greater functionality. Due to its broad nature, POEM has the potential applicability in a wider range of OE projects. Comparison of POEM with other OE methodologies has ascertained POEM as more advantageous and easy methodology for SW ontology engineering.Most of the development projects fail due to lack of proper methodologies and management. Semantic web (SW) turns the web of information into web of knowledge and enables people and computers to work in cooperation by giving well-defined meanings to web resources. However, success of the SW depends largely on the availability of web ontologies. Building SW ontology is a complex task and requires careful understanding, planning, and management like software development projects. Clearly, a comprehensive methodology is essential for handling the technicalities involved in an SW ontology engineering project. This paper presents a comprehensive methodology called POEM which consists of detailed steps from inception to implementation of SW ontology. POEM leverages valuable concepts and experiences from software engineering to provide an easy and practical approach. POEM outperforms the available methodologies by vibrantly supporting the ontology project management activities equally to the core ontology development activities.

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Section: General Oe Methodologiesmentioning

confidence: 99%

Section: Web Oe Methodologiesmentioning

confidence: 99%

Section: Introductionmentioning

confidence: 99%

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POEM: Practical ontology engineering model for semantic web ontologies

Ali

Khusro

2016

Cogent Engineering

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“…The multitude of information requires the use of new data structures, enabling knowledge sharing and reuse, therefore, in recent years there has been an increase in the use of ontologies [32]. An ontology can be seen as a set of related concepts [33].…”

Section: Related Workmentioning

confidence: 99%

Translation of the Mutation Operator from Genetic Algorithms to Evolutionary Ontologies

Contras¹,

Matei²

2016

ijacsa

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Abstract-Recently introduced, evolutionary ontologies represent a new concept as a combination of genetic algorithms and ontologies. We have defined a new framework comprising a set of parameters required for any evolutionary algorithm, i.e. ontological space, representation of individuals, the main genetic operators such as selection, crossover, and mutation. Although a secondary operator, mutation proves its importance in creating and maintaining evolutionary ontologies diversity. Therefore, in this article, we widely debate the mutation topic in evolutionary ontologies, marking its usefulness in practice by experimental results. Also we introduce a new mutation operator, called relational mutation, concerning mutation of a relationship through its inverse.

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“…The notion of Semantic Web has been gaining significance in healthcare domain where domain end-users can be considered it as enabler to create precise, unambiguous encoding of information in a machine readable format [1]. The semantic web is known as the platform that brings a set of new emerging technologies and models that needs to be found and executed and also promotes integration phenomenon between different data sources using semantic rules, ontologies, web services and web processes [1], [2]. Hence, semantic web is not only considered an application but provides an infrastructure where various data sets such as semantic web standards e.g.FOAF [3], SIOC [4], DBLP [5] etc.…”

Section: Introductionmentioning

confidence: 99%

The semantic alignment of H-FOAF, DOMAIN and DBLP ontologies with link open data for a health social network

Fareedi

Hassan

2014

2014 14th International Conference on Control, Automation and Systems (ICCAS 2014)

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The aim of this study is to make collaborative networks of practitioners and researchers e . specially for health care community by using semantic web standards such as FOAF, etc. The prop � sed collab ? ratlv � ontolo � y modeling helps to resolve semantic alignment between distributed developed .vocabulanes/ontolo � les with domam ontology (cardiac-process) by using collaborative methodology. This collaborative ontolog � mechan . lsm helps to find specific personnel who are involved in certain tasks, activities with assigned roles and mvolve� m som � research projects and attached with health-oriented social community. -r:his approac� . also helps to publish domam factual knowledge with some link open data (LOD) resources, e.g. DBpedla for reusability.

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The Development Process of the Semantic Web and Web Ontology

Abstract: Abstract-This

Cited by 5 publications

References 4 publications

POEM: Practical ontology engineering model for semantic web ontologies

POEM: Practical ontology engineering model for semantic web ontologies

Translation of the Mutation Operator from Genetic Algorithms to Evolutionary Ontologies

The semantic alignment of H-FOAF, DOMAIN and DBLP ontologies with link open data for a health social network

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