3,704 Hits in 2.6 sec

Software fault prediction metrics: A systematic literature review

Danijel Radjenović, Marjan Heričko, Richard Torkar, Aleš Živkovič
2013 Information and Software Technology  
From the evidence gathered, it seems OO and process metrics are more successful at fault prediction than traditional size and complexity metrics.  ...  After data extraction, a valid set of values based on the gathered data was established for the properties 'Metrics', 'Data set size' and 'Programming language' to enable data synthesis (Step 8).  ... 
doi:10.1016/j.infsof.2013.02.009 fatcat:zh2hjfupxbhcnmondlefyq6paq

Significance of Software Metrics to Quantify Design and Code Quality

S.Arun Kumar, T.Arun Kumar, P. Swarnalatha
2010 International Journal of Computer Applications  
This paper mainly addresses the needs of development and implementation of a new suite of metrics for OO design.  ...  objects, and which incorporate the experiences of professional software developers; 2) Evaluate the proposed metrics against established criteria for validity 3) Present empirical data from commercial  ...  [1] Lake and Cook prescribe metrics for measurement of inheritance in C++ environments, and have gathered data from an experimental system using an automated tool..  ... 
doi:10.5120/1608-2160 fatcat:eibdbjot2nhm3lo3sy5y4n6tai

Comparing Hybrid Tool for Static and Dynamic Object-Oriented Metrics

Babur Hayat Malik, Javaria Khalid, Hafsa Arif, Ayesha Sadiqa, Amara Tanveer, Asia Mumtaz, Zartashiya Afzal, Samreen Azhar
2019 International Journal of Advanced Computer Science and Applications  
With the assistance of customary static metrics, we are not capable to analyze different actualities of programming. There are various types of this OO static and dynamic equipments.  ...  In this paper we have played out a similar investigation of different OO static and dynamic metrics tools and find out the hybrid too is counted as best one extraction of both, static and dynamic characteristics  ...  Different authors have proposed several objectoriented (OO) metrics which are quite famous in the present software development environment [9] .  ... 
doi:10.14569/ijacsa.2019.0100568 fatcat:ga5gkmoyfnbklg7alxdnhw75v4

Predicting Web Service Maintainability via Object-Oriented Metrics: A Statistics-Based Approach [chapter]

José Luis Ordiales Coscia, Marco Crasso, Cristian Mateos, Alejandro Zunino, Sanjay Misra
2012 Lecture Notes in Computer Science  
A total of 11 source code level metrics and 5 service interface metrics have been statistically correlated using 154 real world services.  ...  This paper presents empirical evidence showing that services interfaces maintainability can be predicted by applying traditional software metrics in service implementations.  ...  We thank Martín Garriga for his predisposition and valuable help towards building the software tool that computes the studied Web Service maintainability metrics.  ... 
doi:10.1007/978-3-642-31128-4_3 fatcat:i344rtpulrdzhnxnkujuv2sjay

Predicting Reliability Changes Using Object Oriented Metrics

Paul Tirban
2018 Software Quality Analysis, Monitoring, Improvement, and Applications  
with NOC metric.  ...  In this paper we propose an approach to predict reliability changes of object oriented applications using object oriented metrics from multiple versions of an application.  ...  Also since there are differences between how each tool compute the metrics and because gathering enough data is a challenge another threat to validity is the size of the sample data.  ... 
dblp:conf/sqamia/Tirban18 fatcat:plarrjsktzegtdy35gj62llrtq

Quantifying the Effects of Aspect-Oriented Programming: A Maintenance Study

Uira Kulesza, Claudio Sant'Anna, Alessandro Garcia, Roberta Coelho, Arndt Staa, Carlos Lucena
2006 Conference on Software Maintenance, Proceedings of the  
In the measurement process of both original and maintenance HW versions, the data was partially gathered by the AJATO tool [5] .  ...  First, it has been developed out of our research environment.  ... 
doi:10.1109/icsm.2006.48 dblp:conf/icsm/KuleszaSGCSL06 fatcat:mvaqgylyfnfqhjo7h64byhtqku

Dynamic Object Comprehension: A Framework For Evaluating Artificial Visual Perception [article]

Scott Y.L. Chin, Bradley R. Quinton
2022 arXiv   pre-print
To motivate and evaluate progress in this emerging area, there is a need for new metrics. In this paper we outline limitations of current evaluation criteria and propose new criteria.  ...  To align the digital objects with the physical world in this view, AR systems are configured with sensors to gather data regarding the physical environment.  ...  data.  ... 
arXiv:2202.08490v1 fatcat:c6zdjhz6w5cdvkoco2b35yhbbi

Object Oriented Metrics Evaluation

S. Pasupathy, R. Bhavani
2013 International Journal of Computer Applications  
This paper presents the results derived from the survey on metrics used in object oriented environments.  ...  We calculated metrics values using the same set of standard metrics for three software systems of different sizes.  ...  A metric is a numerical value computed from a collection of data.  ... 
doi:10.5120/13455-1137 fatcat:grwmnr3e2zccdompobaxu6ketm

Managerial use of metrics for object-oriented software: an exploratory analysis

S.R. Chidamber, D.P. Darcy, C.F. Kemerer
1998 IEEE Transactions on Software Engineering  
Second, exploratory analyses of empirical data relating the metrics to productivity, rework effort, and design effort on three commercial object oriented systems are provided.  ...  First, an informal introduction to the metrics is provided by way of an extended example of their managerial use.  ...  to other general OO environments.  ... 
doi:10.1109/32.707698 fatcat:tfd5fqziozdkbbuppxrv2cxhle

Information Management for Intelligent Retail Environment: The Shelf Detector System

Emanuele Frontoni, Adriano Mancini, Primo Zingaretti, Valerio Placidi
2014 Information  
The tool presented is the first being installed for a long time in a high number of stores and products, demonstrating the ability to gather data and extract interesting insights.  ...  data in real time from the store.  ...  Adriano Mancini and Primo Zingaretti contributed to the mathematical soundness of the theory, data analytics aspects and the writing. All authors have read and approved the final published manuscript.  ... 
doi:10.3390/info5020255 fatcat:pbqo6dl6frarpoufcuiiradjku

Empirical Analysis of Object-Oriented Metrics for Prediction of Software Faults

Jyoti Goyal
2020 Bioscience Biotechnology Research Communications  
The experiment is performed on Camel 1.6 dataset collected from promise data repository.  ...  Object oriented metrics plays a significant role in software fault prediction.  ...  Dynamic metrics: dynamic metrics refer to the set of metrics which depends on the features gathered from a running program.  ... 
doi:10.21786/bbrc/13.15/51 fatcat:jxlvnh7rqzgunja5inqxsukzkq

Evaluation of Students' Modeling and Programming Skills

Birgit Demuth, Sebastian Götz, Harry M. Sneed, Uwe Schmidt
2013 ACM/IEEE International Conference on Model Driven Engineering Languages and Systems  
We acquired comprehensive data on both modeling and programming activities by means of source code metrics and a survey focused on modeling of 34 successfully completed software projects.  ...  In this study we divided student teams by their basic skills and interest in object-oriented software development into groups of project teams and compare survey results as well as source code metrics  ...  Objective data For quantitative data (metrics) we analyzed the source code of every student project using Harry Sneed's SoftAudit tool 2 .  ... 
dblp:conf/models/DemuthGSS13 fatcat:u5lyfrtjbvcqjcy53osksyc5h4

Estimating Web Service interface complexity and quality through conventional object-oriented metrics

José Luis Ordiales Coscia, Marco Crasso, Cristian Mateos, Alejandro Zunino
2012 Conferencia Iberoamericana de Software Engineering  
Historically, software engineers have conceived metric suites as valuable tools to estimate the quality of their software artifacts.  ...  This paper presents a statistical correlation analysis showing that classic software engineering metrics can be used to predict the complexity and quality of WSDL documents, the cornerstone software artifact  ...  It is worth noting that all the employed OO metrics have been automatically gathered by using an extended version of the ckjm [17] tool.  ... 
dblp:conf/cibse/CosciaCMZ12 fatcat:ykieaqopmjdqlpdn6fxiongh7q

Candidate metrics for object-oriented software within a taxonomy framework

Fernando Brito e Abreu, Rogério Carapuça
1994 Journal of Systems and Software  
This paper offers an overview of the state-of-the-art in OO metrics as well as some new contributions. The usefulness of metrics is reviewed.  ...  The inappropriateness of "traditional" metrics to encompass development under the OO paradigm is discussed. A framework for classifying metrics is suggested.  ...  For example a metric in terms of new lines of code delivered per unit effort, will be lower in a OO environment due to reuse being one of the aims of the OO life cycle.  ... 
doi:10.1016/0164-1212(94)90099-x fatcat:yd3wugznwbbzfgnmr2fnnbusfm

Empirical Analysis of Metrics Using UML Class Diagram

Bhawana Mathur, Manju Kaushik
2016 International Journal of Advanced Computer Science and Applications  
The UML Class Diagram metrics maintain the Object-Oriented software. It is maintained through the investigation of the association among object oriented metrics and maintainability.  ...  This paper shows the effects of a scientific evaluation of software maintainability forecast and metrics.  ...  Carry out the research in a further skillful environment. D. Research with real data.  ... 
doi:10.14569/ijacsa.2016.070506 fatcat:nza6q323trajbo5vh2myz3cia4
« Previous Showing results 1 — 15 out of 3,704 results