Extraction of Method Signatures from Ontology Towards Reusability for the Given System Requirement Specification
نویسندگان
چکیده
Software reuse improves productivity, quality, and maintainability of software products. Only few completed projects are achieved and documented. The method signatures in a completed project are stored in the Ontology and the source code components are stored in Hadoop Distributed File System (HDFS). Methods are needed for the new project can be extracted from the Ontology using Software Requirement Specification (SRS) document. UML design document will evolve after many phases from SRS and hence this work proposes a new framework to extract keywords from SRS and estimate the number of new methods to be developed and count the number of methods that can be reused from the Ontology. The SRS document for the project consists of purpose, scope, system requirements, functional requirements and non-functional requirements as metadata. The SRS document is given as input and the keywords are extracted. The keywords are searched in Ontology for the similar method prototypes and the appropriate code components would be extracted from the HDFS. These methods are integrated in the new project with a review process. The implementation is provided with the sample SRS text. The keywords are extracted and matched with the Ontology. The reusability is measured using reuse metrics, quality, and knowledge growth. Index Terms Metadata, Knowledge Management, Ontology, Reusability, WordNet.
منابع مشابه
Presenting a method for extracting structured domain-dependent information from Farsi Web pages
Extracting structured information about entities from web texts is an important task in web mining, natural language processing, and information extraction. Information extraction is useful in many applications including search engines, question-answering systems, recommender systems, machine translation, etc. An information extraction system aims to identify the entities from the text and extr...
متن کاملQuery Architecture Expansion in Web Using Fuzzy Multi Domain Ontology
Due to the increasing web, there are many challenges to establish a general framework for data mining and retrieving structured data from the Web. Creating an ontology is a step towards solving this problem. The ontology raises the main entity and the concept of any data in data mining. In this paper, we tried to propose a method for applying the "meaning" of the search system, But the problem ...
متن کاملDevelopment of a Combined System Based on Data Mining and Semantic Web for the Diagnosis of Autism
Introduction: Autism is a nervous system disorder, and since there is no direct diagnosis for it, data mining can help diagnose the disease. Ontology as a backbone of the semantic web, a knowledge database with shareability and reusability, can be a confirmation of the correctness of disease diagnosis systems. This study aimed to provide a system for diagnosing autistic children with a combinat...
متن کاملDevelopment of a Combined System Based on Data Mining and Semantic Web for the Diagnosis of Autism
Introduction: Autism is a nervous system disorder, and since there is no direct diagnosis for it, data mining can help diagnose the disease. Ontology as a backbone of the semantic web, a knowledge database with shareability and reusability, can be a confirmation of the correctness of disease diagnosis systems. This study aimed to provide a system for diagnosing autistic children with a combinat...
متن کاملThe Quad Economy of a Semantic Web Ontology Repository
Quad stores have a number of features that make them very attractive for Semantic Web applications. Quad stores use Named Graphs to give contextual information to RDF graphs. Developers can use these contexts to incorporate meta-data such as provenance and versioning. The OWL language specification provides the owl:imports construct as one of the key ways to reuse the ontologies on the Semantic...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
عنوان ژورنال:
دوره شماره
صفحات -
تاریخ انتشار 2011