Improving design pattern adoption with Ontology-Based Design Pattern Repository

Pavlič, Luka; Heričko, Marjan; Podgorelec, Vili

doi:10.1109/iti.2008.4588487

Cited by 15 publications

(10 citation statements)

References 4 publications

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“…However, past system implementations with similar architectural styles and patterns have shown positive results in both functional and non-functional requirements; not only for AAL systems [42,43]. However, finding the suitable design patterns for a given application can be challenging and it is easily misused [44,47].…”

Section: E Evaluationmentioning

confidence: 99%

Towards a Mobile Assistive System Using Service-Oriented Architecture

Triboan

Chen

2016

2016 IEEE Symposium on Service-Oriented System Engineering (SOSE)

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As the aging population grows, age-related diseases show a cohesive increase. Ambient Assistive Living (AAL) systems are being developed and are continually evolving in various areas. While most researchers focus on robust Activity Recognition techniques, this paper investigates some of the architectural challenges of the AAL systems. This study proposes a new system architecture that brings together the service-oriented architecture (SOA), Semantic Web technologies and other methods to address some of the shortfalls in the predecessor system implementations using off-the-shelf and open source components. A partial system implementation is then presented using the proposed system architecture. The system takes some of the key design aspects such as extensibility, reusability, scalability, and maintainability into consideration that can then be seen as a base to further extend the capability of monitoring, collecting, processing and accurately recognising complex or concurrent activities in its overall aim to support assistive living.

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Section: E Evaluationmentioning

confidence: 99%

Towards a Mobile Assistive System Using Service-Oriented Architecture

Triboan

Chen

2016

2016 IEEE Symposium on Service-Oriented System Engineering (SOSE)

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“…One of the main systems architectural challenges in building an assistive system is to select appropriate design styles and patterns, that, unfortunately, may be easily misused [5][6][7]. Engaging with the wider community by having open source components and using popular programming languages can play a key role in coming up with useful, adaptive, and personalised solutions.…”

Section: Assistive System Architecture Style and Patternsmentioning

confidence: 99%

Towards a service-oriented architecture for a mobile assistive system with real-time environmental sensing

Triboan

Chen

et al. 2016

Tinshhua Sci. Technol.

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With the growing aging population, age-related diseases have increased considerably over the years.In response to these, ambient assistive living (AAL) systems are being developed and are continually evolving to enrich and support independent living. While most researchers investigate robust activity recognition (AR) techniques, this paper focuses on some of the architectural challenges of the AAL systems. This work proposes a system architecture that fuses varying software design patterns and integrates readily available hardware devices to create wireless sensor networks for real-time applications. The system architecture brings together the serviceoriented architecture (SOA), semantic web technologies, and other methods to address some of the shortcomings of the preceding system implementations using off-the-shelf and open source components. In order to validate the proposed architecture, a prototype is developed and tested positively to recognize basic user activities in real time.The system provides a base that can be further extended in many areas of AAL systems, including composite AR.

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“…This research is also based on the papers Pavlič and Heričko (2008) and Pavlič et al (2009). In the paper "Semantic Web as an Enabling Technology for Better Design Pat-tern Adoption", the authors present the OBDPR platform, which has full semantic web potentials in terms of defining an ontology and combining design pattern knowledge.…”

Section: Related Workmentioning

confidence: 99%

An Entropy-Based Algorithm for Proposing a Suitable Design Pattern

Pavlič¹,

Heričko²,

Podgorelec³

et al. 2016

Informatica

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This paper deals with the problem of selecting a suitable design pattern when necessary. The number of design patterns has been rapidly rising, but management and searching facilities appear to be lagging behind. In this paper we will present a platform, which is used to search for suitable design patterns and for design patterns knowledge exchange. We are introducing a novel design pattern proposing approach: the developer no longer searches for an appropriate design pattern, but rather the intelligent component asks the developer questions. We do not want to invest extra effort in terms of maintaining a special expert system. Guided dialogues consist of independent questions from different sources and authors that are automatically combined. The enabling algorithm and formulas are discussed in detail. This paper also presents our comparison with human-created expert systems via a decision tree. Experiments were executed in order to verify our approach performance. The control group used a human-created expert system, while others were given a proposing component to find appropriate design patterns.

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Improving design pattern adoption with Ontology-Based Design Pattern Repository

Cited by 15 publications

References 4 publications

Towards a Mobile Assistive System Using Service-Oriented Architecture

Towards a Mobile Assistive System Using Service-Oriented Architecture

Towards a service-oriented architecture for a mobile assistive system with real-time environmental sensing

An Entropy-Based Algorithm for Proposing a Suitable Design Pattern

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