source code metrics extraction
Vol 5, No 7 (2017)
... many metrics and proposed different model based on different ...new metrics to create the defect prediction model. The mostly used metrics are line of code, source code and ...
7
Automating the Extraction and Evaluation of Comments in Source Code.
... three-open source Java projects that they studied, the authors observed that developers usually explain the functionality of program con- structs using instruction keywords rather than abstract ...and ...
37
Software Features Extraction From Object-Oriented Source Code Using an Overlapping Clustering Approach
... Despite the fact that the usage of F-measure at this point decreases the expert involvement, this metric seems to be inappropriate when assessing the overall effectiveness of an overlapping clustering solution. According ...
12
Augmenting source code with software metrics
... of code will remain current as long as the source code is not ...Product metrics that require only local classes can be (re-)generated dynamically with acceptable ...cess metrics ...
63
Automatically Identifying Code Features for Software Defect Prediction:Using AST N grams
... We answered the first two research questions by analysing five different systems and, to guard against overfitting, we added six systems for the third research question. In total there are nine open source systems ...
63
Qos-Based Web Service Discovery And Selection Using Machine Learning
... software metrics in service ...Oriented metrics as early indicators to guide software designers in the direction of getting more maintainable services ...object-oriented metrics taken in the ...
8
Another Look At Copyright Protection of Software: Did the 1980 Act Do Anything For Object Code?, 3 Computer L.J. 1 (1981)
... In transforming source code to object code, some source code statements may wholly disappear, while some object code statements may have no counterpart in the source c[r] ...
19
Comparative Evaluation of Collocation Extraction Metrics
... automatic extraction of collocations is typically carried out employing some statistic indicating concurrency in order to identify words that co-occur more often than expected by ...
6
Software Cognitive Complexity Metrics for OO Design: A Survey Syed Tanzeel Rabani 1, K. Maheswaran2
... complexity metrics are used as a measurement to quantify human effort needed to perform a task or difficulty in understanding the ...Complexity Metrics, to make the reader aware of their existence, and to ...
8
Introduction to Machine Prediction of Personality from Facebook Profiles
... In source code metrics, we can reduce a dataset having a large number of values by metric-decomposition but these may overlap while memory ...
5
NICIL : a stand alone library to self consistently calculate non ideal magnetohydrodynamic coefficients in molecular cloud cores
... These tests were performed using Version 1.2.1 of Nicil , which can be found in commit 8220ec8 from Au- gust 2, 2016. The plots can be reproduced using the included Python graphing script, plot results.py, which calls ...
13
Analytical Model for Software Reliability Prediction Rasha Gaffer M. Helali
... four metrics reflect the ability of a program to be reliable with respect to its specification; unlike syntactic software metrics, they depend on what functions the program computes and what specification ...
9
MEASURING PROCESS INNOVATION ON DOUBLE FLANKED CONCEPTUAL MODEL FOR KNOWLEDGE SHARING ON ONLINE LEARNING ENVIRONMENT
... This study aimed to develop a set of features that have the ability to discriminate, distinguish and describe the characteristics of splitting identifiers. For this manner, a benchmark dataset has been used in this study ...
9
Study on Various Methodologies/frameworks used to Achieve Software Quality in different Organizations
... Quantitative measures are also needed to measure the activities which have been performed in development process such as extra man hours which were consumed or spent on extra effort to achieve the quality, no. of times ...
6
Scalable Source Code Similarity Detection in Large Code Repositories
... challenging code base, we plan to continue our work in several important ...CFG extraction can be enhanced to capture exception handling, and function calls in the ...
11
Implementation and Web Mounting of the WebOMiner_S Recommendation System
... data extraction, where the user labels some sample pages from which the system generates the extraction ...data extraction by using embedded catalog ...data extraction using embedded catalogue ...
100
Automatic Code Review by Learning the Revision of Source Code
... of code added, lines of code deleted, ...detect code snippets of certain ...and source code in a programming language for bug localization ...
8
SAT4BSC: A Static Analysis Tool for BPEL Source Codes
... computes metrics BPEL source ...BPEL source code to its CFG for visualization ...BPEL source codes and BPEL ...the metrics are proposed for earlier version of BPEL designs and ...
7
Coherent clusters in source code
... This section presents threats to the validity of the results presented. The primary external threat arises from the possibility that the programs selected are not representative of programs in general (i.e., the findings ...
45
Mutation aware fault prediction
... mutation metrics? Using the same validation approach as for RQ1, we ex- plore the results of the nested feature subset selection, for the four machine learners considered in this ...of metrics, identified ...
12