Abstract
With the advent of technology, the impact of smartphones on business, health, psychology, education and social relations has increased. This paper presents germinal results of a study conducted to not only analyse but also predict the negative impact of smartphone usage. A survey was conducted in two parts, one for identifying impact of smartphones on academics of student and other to identify the effect on lives of adults who have finished their education. We used Natural Language Processing to conduct sentiment analysis on answers to subjective questions. Supervised Machine learning algorithms were used to conduct the analyses of impact of smartphones on academics whereas Unsupervised Machine Learning Algorithms were used to analyse the survey on adults. Neural Networks model was trained and tested on both the survey data. The results of these algorithms were compared and analysed to find which algorithm is better in which situations.
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References
Abdulsalami AO, Ahmad BI, Umar MA, Abubakar AH, Jauro F, Kufena AM, Ekoja EA (2017) Sentiment analysis of students perception on the use of smartphones: a cross sectional study. In: 2017 Second International Conference on Informatics and Computing (ICIC), 2017. https://doi.org/10.1109/iac.2017.8280625
Mwabungulu E, Mungwabi H (2015) The impact of smart-phones usage on third-year undergraduates in Tanzania: a case of the University of Dar es Salaam. Univ Dar es Salaam Libr J
King RC, Dong S (2017) The impact of smart phone on young adults. Bus Manag Rev 8(4)
Kibona L, Mgaya G (2015) Smartphones effects on academic performance of higher learning students. A case of Ruaha Catholic University Iringa. Tanzan J Multidiscip Eng Sci Technol (JMEST) 2(4). ISSN: 3159-0040
Qasim T, Obeidat M, Al-Sharairi S (2017) The effect of smartphones on human health relative to users addiction: a study on a wide range of audiences in Jordan, World Academy of Science, Engineering and Technology. Int J Med Health Sci 11(5)
Abu-Shanab E, Haddad E (2015) The influence of smart phones on human health and behavior: Jordanians’ Perception. Int J Comput Netw Appl 2(2)
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Ballal, I.P., Nadkarni, K.P. (2020). Data Analysis and Prediction of Survey on Effect of Smart Phones on Society. In: Hitendra Sarma, T., Sankar, V., Shaik, R. (eds) Emerging Trends in Electrical, Communications, and Information Technologies. Lecture Notes in Electrical Engineering, vol 569. Springer, Singapore. https://doi.org/10.1007/978-981-13-8942-9_6
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DOI: https://doi.org/10.1007/978-981-13-8942-9_6
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