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Intelligent Mobile Applications: A Systematic Mapping Study
Joint Authors
Source
Issue
Vol. 2020, Issue 2020 (31 Dec. 2020), pp.1-17, 17 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2020-03-25
Country of Publication
Egypt
No. of Pages
17
Main Subjects
Telecommunications Engineering
Abstract EN
Smart mobiles as the most affordable and practical ubiquitous devices participate heavily in the enhancement of our daily life by the use of many convenient applications.
However, the significant number of mobile users in addition to their heterogeneity (different profiles and contexts) obligates developers to enhance the quality of their apps by making them more intelligent and more flexible.
This is realized mainly by analyzing mobile user’s data.
Machine learning (ML) technology provides the methodology and techniques needed to extract knowledge from data to facilitate decision-making.
Therefore, both developers and researchers affirm the benefits of combining ML techniques and mobile technology in several application fields as e-health, e-learning, e-commerce, and e-coaching.
Thus, the purpose of this paper is to have an overview of the use of ML techniques in the design and development of mobile applications.
Therefore, we performed a systematic mapping study of papers published on this subject in the period between 1 January 2007 and 31 December 2019.
A total number of 71 papers were selected, studied, and analyzed according to the following criteria, year, sources and channel of publication, research type, and methods, kind of collected data, and finally adopted ML models, tasks, and techniques.
American Psychological Association (APA)
Rachad, Taoufik& Idri, Ali. 2020. Intelligent Mobile Applications: A Systematic Mapping Study. Mobile Information Systems،Vol. 2020, no. 2020, pp.1-17.
https://search.emarefa.net/detail/BIM-1192455
Modern Language Association (MLA)
Rachad, Taoufik& Idri, Ali. Intelligent Mobile Applications: A Systematic Mapping Study. Mobile Information Systems No. 2020 (2020), pp.1-17.
https://search.emarefa.net/detail/BIM-1192455
American Medical Association (AMA)
Rachad, Taoufik& Idri, Ali. Intelligent Mobile Applications: A Systematic Mapping Study. Mobile Information Systems. 2020. Vol. 2020, no. 2020, pp.1-17.
https://search.emarefa.net/detail/BIM-1192455
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-1192455