Defect Prediction Leads to High Quality Product

نویسندگان

  • Naheed Azeem
  • Shazia Usmani
چکیده

Defect prediction is relatively a new research area of software quality assurance. A project team always aims to produce a quality product with zero or few defects. Quality of a product is correlated with the number of defects as well as it is limited by time and by money. So, defect prediction is very important in the field of software quality and software reliability. This paper gives you a vivid description about software defect prediction. It describes the key areas of software defect prediction practice, and highlights some key open issues for the future.

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

Predicting Object-Oriented Software Quality: A Case Study

Software quality lags far behind the quality of any other engineered product that humans create, and yet software systems are essential to the modern world. Software engineers have long proposed reusing existing software components to improve overall system quality. As part of a reuse process, the reliability of a component must be established; most commonly, this is done by using a software de...

متن کامل

A systematic mapping study on cross-project defect prediction

In order to utilize the often limited resources available for the quality assurance of a software efficiently, test managers require tools that support decision making regarding the focus of the quality assurance. One such tool is defect prediction, i.e., the prediction of the location of defects. In recent years, the prediction of defects in a target product based on data from other products, ...

متن کامل

A Comparison Framework of Classification Models for Software Defect Prediction

A software defect is an error, failure, or fault in a software [1], that produces an incorrect or unexpected result, or causes it to behave in unintended ways. It is a deficiency in a software product that causes it to perform unexpectedly [2]. Software defects or software faults are expensive in quality and cost. Moreover, the cost of capturing and correcting defects is one of the most expensi...

متن کامل

Dr aft ! How , and Why , Process Metrics are better

Defect prediction techniques could potentially help us to focus quality-assurance efforts on the most defect-prone files. Modern statistical tools make it very easy to quickly build and deploy prediction models. Software metrics are at the heart of prediction models; understanding how and especially why different types of metrics are effective is very important for successful model deployment. ...

متن کامل

An Hybrid Multilayer Perceptron Using Gso-ga for Software Defect Prediction

Software defect prediction has turned into an expected requirement for organizations to guarantee quality and reliability of software products. The early defect prediction can encourage managers to amend and improve reliability of product. Methodologies, for example, machine learning and neural network have ended up as eminent solution for training and classification of data and can be importan...

متن کامل

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

عنوان ژورنال:

دوره   شماره 

صفحات  -

تاریخ انتشار 2012