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License Agreement on scientific materials use.
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ALGORITHM OF AUTOMATIC ADAPTATION OF MOBILE USSD-SERVICES
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Ivan Sergeevich Morozov
Novosibirsk State University
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Submitted:
July 30, 2015
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Abstract.
This article considers the problem of the automatic adaptation of text mobile interfaces, special attention is paid to the interface of USSD-services. The author proposes an algorithm for the automatic adaptation of USSD-menu on the basis of the original version of the menu and data collected during users’ interaction with it, which increases the efficiency of the menu by reducing the number of actions required for the achievement of the frequently used functions of the service. The paper also provides the results of testing a software system that implements the described algorithm.
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Key words and phrases:
адаптивные интерфейсы
мобильные пользовательские интерфейсы
USSD
адаптация иерархического меню
стереотипная адаптация
кластеризация пользователей
adaptive interfaces
mobile user interfaces
adaptation of hierarchical menu
stereotypical adaptation
clustering of users
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References:
- Денинг В. Диалоговая система «человек - ЭВМ». Адаптация к требованиям пользователя. М.: Мир, 1984. 110 с.
- Ходаков В. Е. Пользовательский адаптивный интерфейс: задачи исследования и построения // Восточно-Европейский журнал передовых технологий. 2004. № 2. С. 20-29.
- Findlater L., Gajos K. Z. Design Space and Evaluation Challenges of Adaptive Graphical User Interfaces // AI Magazine. 2009. Vol. 30. № 4. P. 68-73.
- Jain A. K., Murty M. N., Flynn P. J. Data Clustering: A Review // ACM Computing Surveys. 1999. Vol. 31. № 3. P. 264-323.
- Unstructured Supplementary Service Data (USSD) [Электронный ресурс]. URL: http://www.telecomspace.com/messaging-ussd.html (дата обращения: 08.06.2015).
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