A Community-Driven Approach to Development of an Ontology-Based Application Management Framework

Buranarach, Marut; Thein, Ye Myat; Supnithi, Thepchai

doi:10.1007/978-3-642-37996-3_21

Cited by 24 publications

(11 citation statements)

References 2 publications

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“…After rechecking the concept with the durian experts and checking the references in arda.or.th, the last phase of the framework is to develop the semantic search system. We used the Ontology Application Management Framework: OAM [13]. The OAM consists of 2 major components: 1) The Database to Ontology Mapping Component; we used OWL (Web Ontology Language) for mapping data from database to the ontology base.…”

Section: The Semantic Search Systemmentioning

confidence: 99%

Ontology-Based Semantic Retrieval for Durian Pests and Diseases Control System

Visutsak¹

2021

IJMLC

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In Southeast Asia, durian is affectionately called the king of fruit. Durian is the most popular crop planted in eastern and southern of Thailand. The total crop is around 600,000 tons per year; among this, 500,000 tons of the total production were exported worldwide. In Thailand, the knowledge of durian production is based on experience from generation to generation, especially the knowledge of durian pests and diseases control. This paper presents the ontology knowledge based for durian pests and diseases retrieval system. The major contributions of the system consist of 1) the stored knowledge of durian pests and diseases and 2) the diagnosis of durian diseases and the suggestions for the treatments. The ontology knowledge consists of 8 main classes: 1) diseases, 2) pests, 3) cultivars, 4) symptoms of bunch, 5) leaf area symptoms, 6) symptoms of the branches and trunk, 7) symptoms of fruit, and 8) symptoms of root and growth. The experimental results yielded 100% of precision, 88.33% of recall, and 93.8% of overall performance.

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Section: The Semantic Search Systemmentioning

confidence: 99%

Ontology-Based Semantic Retrieval for Durian Pests and Diseases Control System

Visutsak¹

2021

IJMLC

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“…In addition, we using 'part-of' relation to linked classes as properties of the other classes [9].  Instant creation: Instances of the classes are created in the ontology Application Management Framework (OAM) [10]. Constructing class instances can assistance to accurate mistakes and fine-turn the class and properties in the ontology.…”

Section: Build Ontologymentioning

confidence: 99%

An Ontology-Based Model for Treatment Guidelines of Internet and Games Addiction

2019

ijrte

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Internet and games addiction will become a difficult problem for the parents, because the internet and games easier to access and has more contents. Thus, the number of internet and games addiction will be increasing in the future. This study recommends ontology expansion for treatment guidelines of internet and games addiction that will use as the component of recommendation system in web technology. This study’s methodology can be condensed into three states; data collection ontology development, and evaluation. This ontology included seven main classes, there are profile, characteristics, risk factors, devices, treatment, and GAST. The evaluation result that conducted by domain experts included a highly-superior concentration of 88.34%, which confirms that this ontology may be employed for developing a recommendation system.

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“…A community-driven approach was applied to the development of the OAM software tool f [17]. The approach focused on conducting related activities to support user/ developer community in augmenting software tool development.…”

Section: Community-driven Software Tool Developmentmentioning

confidence: 99%

OAM: An Ontology Application Management Framework for Simplifying Ontology-Based Semantic Web Application Development

Buranarach

Supnithi

Thein

et al. 2016

Int. J. Soft. Eng. Knowl. Eng.

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Although the Semantic Web data standards are established, ontology-based applications built on the standards are relatively limited. This is partly due to high learning curve and efforts demanded in building ontology-based Semantic Web applications. In this paper, we describe an ontology application management (OAM) framework that aims to simplify creation and adoption of ontology-based application that is based on the Semantic Web technology. OAM introduces an intermediate layer between user application and programming and development environment in order to support ontology-based data publishing and access, abstraction and interoperability. The framework focuses on providing reusable and configurable data and application templates, which allow the users to create the applications without programming skill required. Three forms of templates are introduced: database to ontology mapping configuration, recommendation rule and application templates. We describe two case studies that adopted the framework: activity recognition in smart home domain and thalassemia clinical support system, and how the framework was used in simplifying development in both projects. In addition, we provide some performance evaluation results to show that, by limiting expressiveness of the rule language, a specialized form of recommendation processor can be developed for more efficient performance. Some advantages and limitations of the application framework in ontology-based applications are also discussed.

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A Community-Driven Approach to Development of an Ontology-Based Application Management Framework

Cited by 24 publications

References 2 publications

Ontology-Based Semantic Retrieval for Durian Pests and Diseases Control System

Ontology-Based Semantic Retrieval for Durian Pests and Diseases Control System

An Ontology-Based Model for Treatment Guidelines of Internet and Games Addiction

OAM: An Ontology Application Management Framework for Simplifying Ontology-Based Semantic Web Application Development

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