Abstract
The methodological foundations for adapting the Smart Home application to the user level have been developed for its most efficient operation and optimization of learning to work with the system. We propose to use three levels of mastering a custom mobile application: Beginner, Basic, Classic. At each level, we use our own sequence of work with the system, permissible actions and opportunities for working with the Smart Home, as well as training moments in work. It is assumed that training in working with the system is organized in such a way that the user can eventually move from one level to another. To recognize the level of the user, a system of productive rules, fuzzy inferences, based on the inference of Mamdani, was used. The creation of productive rules is based on the statistics of the user’s daily actions when working with the Smart Home system.
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Acknowledgements
The study was carried out with the financial support of the Russian Federal Property Fund in the framework of the scientific project No. 19-310-90046.
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Appendix 1
Appendix 1
• Let’s start with the basics of a smartphone:
1. What does the home button do with one press?
a) Builds a house; b) Pressed; c) Out to the desktop; d) Exits, from applications or games and to navigate smartphone screens.
2. What is a notification?
a) Unknown; b) Document; c) Message with sound; d) Small pop-ups on the device screen.
3. When you press the “lock” button and the “home” or “quieter” button, what happens?
a) I don’t know; b) The application will close; c) The phone is locked; d) Take a screenshot.
4. The front camera is:
a) The camera behind the phone; b) The camera used to shoot the video for TikTok; c) Selfie camera; d) Camera located on the front of the phone.
5. What is the “lock screen” for?
a) Block users; b) Watch movies; c) Watch the time; d) View notifications and do not accidentally tap the screen.
6. What is displayed in the “notification panel”?
a) I don’t know; b) All documents; c) Messages from Whatsapp; d) Notifications from the entire smartphone system.
• Let’s move on to the knowledge of the application interface.
7. What does the word “tap” mean?
a) I don’t know; b) Crush cockroaches; c) Click on the screen; d) Single finger touch.
8. What is this word “swipe”?
a) I don’t know; b) Electronic cigarette; c) Finger movement; d) Swiping your finger across the screen.
9. In order to postpone, what needs to be done?
a) I don’t know; b) Turn the binoculars; c) Click on “-”; d) Bring two fingers together to one point.
10. What is Sidebar?
a) I don’t know; b) Bar with lemon juice only; c) Menu; d) Left menu, which can be accessed by swiping from left to right.
11. What is the “floating button” for? for example: “+”.
a) I don’t know; b) To be caught; c) For additional settings; d) To perform certain actions.
12. What gesture is there to go to the tab on the right?
a) I don’t know; b) By hands; c) Click on the desired tab; d) Swipe from right to left.
13. What’s in the menu button or “3) x dot”?
a) I don’t know; b) Add-ins; c) Application Editor; d) Application settings.
• The following questions are aimed at knowing the values in the smart home application:
14. What are degrees Fahrenheit?
a) I don’t know; b) Weather; c) Temperature; d) Temperature unit.
15. What is Celsius degree?
a) I don’t know; b) Real weather; c) Also temperature; d) Common temperature unit.
16. How many seconds are there in an hour?
a) 18; b) 100; c) 60; d) 3600.
17. How is household electricity measured?
a) I don’t know; b) Volts; c) Watts; d) W / h.
18. How is the average determined?
a) I don’t know; b) Calculate; c) Number of numbers divided by their group; d) Group of numbers divided by their number.
19. What is MB?
a) I don’t know; b) Mercedes-Benz; c) Megabits; d) Megabyte.
20. How to calculate the percentage?
a) I don’t know; b) At a discount; c) Divide by 100; d) Divide the number by 100 and multiply by the number of percent.
Keys to the Answers:
Based on the test results, you can determine the level of user proficiency: 1) from 0 to 100 – Initial; 2) from 100 to 200 – Basic; 3) from 200 to 300 – Advanced.
Answers | |||||
|---|---|---|---|---|---|
A | B | C | D | ||
Questions | 1 | 0 | 0 | 5 | 10 |
2 | 0 | 0 | 5 | 10 | |
3 | 0 | 0 | 5 | 10 | |
4 | 0 | 0 | 5 | 10 | |
5 | 0 | 0 | 5 | 10 | |
6 | 0 | 0 | 5 | 10 | |
7 | 0 | 0 | 5 | 10 | |
8 | 0 | 0 | 5 | 10 | |
9 | 0 | 0 | 5 | 10 | |
10 | 0 | 0 | 5 | 10 | |
11 | 0 | 0 | 5 | 10 | |
12 | 0 | 0 | 5 | 10 | |
13 | 0 | 0 | 5 | 10 | |
14 | 0 | 0 | 5 | 10 | |
15 | 0 | 0 | 5 | 10 | |
16 | 0 | 0 | 5 | 10 | |
17 | 0 | 0 | 5 | 10 | |
18 | 0 | 0 | 5 | 10 | |
19 | 0 | 0 | 5 | 10 | |
20 | 0 | 0 | 5 | 10 | |
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Mustafa, A., Kuzminov, A.N., Stryukov, M.B., Ternovsky, O.A. (2022). Fuzzy-Multiple Model of Adjustment of the “Smart House” Mobile Application Under the User Level. In: Aliev, R.A., Kacprzyk, J., Pedrycz, W., Jamshidi, M., Babanli, M., Sadikoglu, F.M. (eds) 11th International Conference on Theory and Application of Soft Computing, Computing with Words and Perceptions and Artificial Intelligence - ICSCCW-2021. ICSCCW 2021. Lecture Notes in Networks and Systems, vol 362. Springer, Cham. https://doi.org/10.1007/978-3-030-92127-9_54
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