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Recent Advances in Computer Science and Communications

Editor-in-Chief

ISSN (Print): 2666-2558
ISSN (Online): 2666-2566

Research Article

Mobile Complex Factors: An Approach for the Prediction of Mobile Size Parameters

Author(s): Ziema Mushtaq* and Abdul Wahid

Volume 13, Issue 4, 2020

Page: [595 - 603] Pages: 9

DOI: 10.2174/2213275912666190218152109

Price: $65

Abstract

Background: Mobile application and Effort estimation have direct relationship where on the basis of size, mobile application development efforts can be determined. Inaccuracy or inappropriateness in this approach can cause underestimation or overestimation. The main phase of Mobile application development is to standardize the approach to predict the size of an application.

Objectives: The primary objective of this study is to quantify the functionality provided by the software to the end users it is necessary to know the size of an application. This paper focuses on the background of Mobile application size measures, Mobile complexity factors and the future work of the size measure.

Methods: This is a survey based study where the primary endpoint was to see the resemblance of selected parameters with modern day mobile application development, a list of questions commonly known as questionnaire was prepared and was sent to more than 140 people including practitioners, researchers and industry people.

Results: Out of 40 Parameters 9 parameters were selected to be includes as Mobile complex factors in order to calculate the functional size of a mobile application. Hence new concept for mobile size measures is introduced.

Conclusion: Mobile complexity factors were proposed to form a standard to be used as an input in proposed size metrics for estimation of Mobile application development. To validate the effectiveness of this research work, there is something that is to be achieved in future:

a) Propose a New Sizing metrics to calculate size of a Mobile application.

b) Proposing a model for estimation of Cost in Mobile application development so that the there will be more accuracy in the resultant value and the process of estimation will be more streamlined.

Keywords: Mobile size measuresmeasures, functional size, mobile application development, standardization, parameters, mobile complexity factors (MCF).

Graphical Abstract
[1]
E. Mendes, and N. Mosley, "Web cost estimation: An introduction", In: Web Engineering: Principles ad Techniques. Pennsylvania: Idea Group Publishing (IGP), 2005, pp. 182-202.
[2]
B.A. Kitchenham, "Modeling software building risks", Transac. Software Eng., vol. 29, no. 6, pp. 542-554, 2003.
[3]
A. Nitze, "Measuring mobile application size using COSMIC FP", DASMA Metrik Kongress, vol. 11, . 2013
[4]
H. Van-Heeringen, and E. Van Gorp, "Measure the functional size of a mobile app Measure the functional size of a mobile app: Using the cosmic functional size measurement method", In: 2014 Joint Conference of the International Workshop on Software Measurement and the International Conference on Software Process and Product Measurement, 2014, pp. 11-16.
[http://dx.doi.org/10.1109/ IWSM. Mensura.2014.8]
[5]
F. Ferrucci, C. Gravino, P. Salza, and F. Sarro, "Investigating functional and code size measures for mobile applications. Proceedings – 41st Euromicro Conference on Software Engineering and Advanced Applications, SEAA ", 2015, pp.365–368.
[http://dx.doi.org/10.1109/SEAA.2015.23]
[6]
V. Tunali, Software Size estimation using function point analysis case study for a mobile application., Istanbul: Maltepe University, 2014, pp. 15-16.
[7]
L.S. De Souza, and G.S. De Aquino, "Mobile Application Estimate the Design Phase", In: International Conference on Evaluation of Novel Approaches to Software Engineering, Springer: Cham, 2014, pp. 155-167.
[http://dx.doi.org/10.1007/978-3-319-27218-4]
[8]
T. Arnuphaptrairong, and W. Suksawasd, "An empirical validation of mobile application effort estimation models", In: Proceedings of the International MultiConference Engineering Computer Science. IMECS 2017, vol. 2. 2017.
[9]
L.S. de Souza, and G.S. De Aquino, "Estimating the effort of mobile application development", In: Proceedings of Second International Conference on Computational Science and Engineering, 2017, pp. 45-63.
[http://dx.doi.org/10.5121/csit.2014.4405]
[10]
A. Kaur, and K. Kaur, "Effort estimation for mobile applications using Use Case Point (UCP)", In: Smart Innovations in Communication and Computational Sciences., Singapore: Springer, 2017, pp. 163-172.
[11]
V. Khatibi, "Software cost estimation methods: A review", J. Emerg. Trends Comp. Info. Sci., vol. 2, no. 1, . ISSN 2079-8407.
[12]
A.J. Albrecht, "Measuring application development productivity", Proceedings of the joint Share, Guide and IBM application development symposium. New York: IBM Corporation. 1979
[13]
A. Kaur, and K. Kaur, "A COSMIC function points based test effort estimation model for mobile applications", J. King Saud Uni.Comp. Info. Sci.. 2019
[14]
N. Singh, and D. Soni, "Proposing new model for effort estimation of mobile application development", Int. J. Comp. Appl., vol. 170, no. 3, pp. 14-18, July 2017.
[15]
Z. Mushtaq, and A. Wahid, "Effectiveness of COSMIC points for mobile application development: A critical review", Global J. Eng. Sci. Res., vol. 5, no. 10, pp. 169-176. 2018. ISSN 2348- 8034
[http://dx.doi.org/10.5281/zenodo.147681]
[16]
I. Hussain, L. Kosseim, and O. Ormandjieva, Towards approximating COSMIC functional size from user requirements in agile development processes using text mining.Proceedings of the Natural Language Processing and Information Systems, and 15th International Conference on Applications of Natural Language to Information Systems., Berlin, Heidelberg: Springer, 2010, pp. 80-91.Retrieved from , http://dl.acm.org/citation.cfm?id=1894525.1894536
[17]
B. Marın, N. Condori-Fernández, O. Pastor, and A. Abran, Measuring the functional size of conceptual models in a MDA environment.In the 20th International Conference on Advanced Information Systems Engineering (CAiSE 2008), Montpellier, France, 2008, pp. 33-36. (Accepted, 2008)
[18]
Z. Mushtaq, and A. Wahid, "Cost estimation for mobile application development: Review", IOSR J. Eng. [IOSRJEN], vol. 8, no. 7, pp. 20-26, 2018.
[19]
S.M. Saif, and A. Wahid, "Web complexity factors! A novel approach for predicting size measures for web application development", In: 2017 International Conference on Inventive Computing and Informatics (ICICI), 2017, pp. 897-902.
[20]
A. Nitze, A. Schmietendorf, and R. Dumke, "An analogy-based effort estimation approach for mobile application development projects", In: 2014 Joint Conference of the International Workshop on Software Measurement and the International Conference on Software Process and Product Measurement, 2014, pp. , 99-103.

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