An Expert System for Suggesting Design Patterns — A Methodology and a Prototype

Kung, David Chenho; Bhambhani, H.; Shah, Riken; Pancholi, Gaurav

doi:10.1007/978-1-4615-0429-0_11

Cited by 12 publications

(5 citation statements)

References 6 publications

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“…abstract methods are those methods which have only declaration (method prototype) include methods signature like behavior , Access modifier, return type and identifier only they haven't their definition in the interface [15],…”

Section: Fig-2declaring An Interfacementioning

confidence: 99%

Proposed Rough Edges of Interface-a Design Pattern

Kr¹,

Khan²,

Rai³

2016

IJCA

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Interface of java used as a design pattern for object oriented software development mostly used with inheritance, in java multiple inheritance is possible only through the interface this approach is widely used with modern software development approach apart from that there is also a rough side of java's Interface which discussed in this paper, interface doesn't allow the any kind of definition under it, but there is also some other concept like parent and child class concept if such concept apply with the interface then the theory of interface has been changed in this paper a practical approach has been used for this research problem.

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Section: Fig-2declaring An Interfacementioning

confidence: 99%

Proposed Rough Edges of Interface-a Design Pattern

Kr¹,

Khan²,

Rai³

2016

IJCA

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“…The most closely related work is by Kung et al (2006) where a five-step methodology for constructing an expert system was presented that subsequently suggests design patterns to solve a design problem. The focus is on the collection and analysis of knowledge on patterns in order to formulate questions, threshold values and rules to be used by an expert shell.…”

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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“…They presented a sample interactive session with the designer. DPR prototype was inspired from a previous work [25].…”

Section: Related Workmentioning

confidence: 99%

“…Kung et al [25] presented a prototype of an expert system for suggesting design patterns, which is selection based on ranking through interactive session (asking questions) with the users that helps narrow down the selection process. They used a rule base as the knowledge base implemented the 23 GoF design patterns.…”

Section: Related Workmentioning

confidence: 99%

Guide to Design Pattern Selection based on MAS Technology

Sahly¹,

Abdleati²,

Sallabi³

2013

Artificial Intelligence and Applications / 794: Modelling, Identification and Control / 795: Parallel and Distributed Computing

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Working with design patterns made significant progress towards the goal of improving the quality of software production. One of the major issues confronting used design pattern is the appropriate selection for them. However, developers of experienced are able to choose the occasion design patterns for a given problem effectively; unluckily, are difficult task for inexperienced. Thus, there several tools for help choose of pattern. In this paper presents our attempt to use agent technology to enhance assistant the developers to selecting fits design pattern that need to solve their problem. This study focused on the improving the process of pattern selection through proposing an architecture Design Pattern Selection (DPS) based on Multi-Agent System (MAS) supports to obtain the appropriate recommendation.

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An Expert System for Suggesting Design Patterns — A Methodology and a Prototype

Cited by 12 publications

References 6 publications

Proposed Rough Edges of Interface-a Design Pattern

Proposed Rough Edges of Interface-a Design Pattern

An Entropy-Based Algorithm for Proposing a Suitable Design Pattern

Guide to Design Pattern Selection based on MAS Technology

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