Abstract
The paper is devoted to the problem of interface adaptation for people with special needs during interface usage. After creating the interface according to the user’s health problems and device characteristics the interface can be improved by applying interface patterns. This work evolves our previous researches on the development of adaptive user interfaces and presents the second part of the interface adaptation algorithm. Much attention in this work was given to the analysis of existing pattern-based adaptation methods, patterns classification and recommendations to their application. The second part of the algorithm was developed and described based on the ontological representation of the interface patterns and the information about user’s device and user’s behaviour and preferences. The set of adaptation rules was presented, an example of the adaptation mechanism reaction on user’s behaviour was described. In the paper, we implemented the set of patterns to be applicable and the corresponding ontology set of rules.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
Similar content being viewed by others
References
W3C official website, World Wide Web Consortium. http://www.w3.org/standards/webdesign/accessibility/
The World Bank official website, The World Bank. http://www.worldbank.org/en/topic#1
Apple official website, Apple Inc. http://support.apple.com/accessibility/
Apple official developer website, Apple Inc. http://developer.apple.com/documentation/uikit/accessibility/
Android Developers official website. http://developer.android.com/guide/topics/ui/accessibility
Microsoft official website. http://www.microsoft.com/en-us/accessibility
Kultsova, M., Romanenko, R., Anikin, A., Poceluico, A.: An ontology-based adaptation of user interface for people with special needs. In: Proceedings The AINL FRUCT 2016 Conference, November 2016
Kultsova, M., Romanenko, R., Anikin, A., Poceluico, A.: An ontology-based approach to automated generation of adaptive user interface based on user modeling. In: Proceedings of IISA 2016 Conference, July 2016
Kultsova, M., Romanenko, R., Zhukova, I., Usov, A., Penskoy, N., Potapova, T.: Assistive mobile application for support of mobility and communication of people with IDD. In: Proceedings of MobileHCI 2016 Conference, September 2016
Kultsova, M., Zhukova, I., Potseluico, A., Skorikov, A., Romanenko, R.: A two-phase method of user interface adaptation for people with special needs. In: Proceedings of CITDS2017 Conference, September 2017
Peissner, M., Shuller, A., Spath, D.: A design patterns approach to adaptive user interfaces for users with special needs. In: Proceedings of HCII Conference, pp. 268–277, July 2011
Skillen, K.-L., Chen, L., Nugent, C.D., Donnelly, M.P., Burns, W., Solheim, I.: Ontological user profile modeling for context-aware application personalization. In: Bravo, J., López-de-Ipiña, D., Moya, F. (eds.) UCAmI 2012. LNCS, vol. 7656, pp. 261–268. Springer, Heidelberg (2012). https://doi.org/10.1007/978-3-642-35377-2_36 As references [13] and [14] are the same, we have deleted the duplicate reference and renumbered accordingly. Please check and confirm.
Gamecho, B., et al.: Automatic generation of tailored accessible user interfaces for ubiquitous services. IEEE Trans. Hum. Mach. Syst. 45(5), 612–623 (2015). Oct
AEGIS Ontology. http://www.aegis-project.eu
Elias, M., Lohmann, S., Auer, S.: Towards an ontology-based representation of accessibility profiles for learners. In: Proceedings of Second International Workshop on Educational Knowledge Management, vol. 1780, November 2016
Lempert, L.B., Kravets, A.G., Lempert, B.A., Poplavskaya, O.V., Salnikova, N.A.: Development of the intellectual decision-making support method for medical diagnostics in psychiatric practice. In: 9th International Conference on Information, Intelligence, Systems and Applications, IISA (2018)
Kultsova, M., Potseluico, A., Dvoryankin, A.: Ontology based personalization of mobile interfaces for people with special needs. In: Proceedings CITDS 2019 Conference, September 2019
Shahzad, S.K.: Ontology-based user interface development: user experience elements pattern. J. Univ. Comput. Sci. 17(7), 1078–1088 (2011)
Hussain, J., et al.: Model-based adaptive user interface based on context and user experience evaluation. J. Multimod. User Inter. 12(1), 1–16 (2018). https://doi.org/10.1007/s12193-018-0258-2
Paterno, F.: The Encyclopedia of Human-Computer Interaction, 2nd Edn. http://www.interaction-design.org/literature/book/the-encyclopedia-of-human-computer-interaction-2nd-ed/
Author information
Authors and Affiliations
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2021 Springer Nature Switzerland AG
About this paper
Cite this paper
Potseluiko, A., Azarova, E. (2021). Mobile Interface Personalization During the Application Usage Based on Patterns Ontology Model for People with Special Needs. In: Kravets, A.G., Shcherbakov, M., Parygin, D., Groumpos, P.P. (eds) Creativity in Intelligent Technologies and Data Science. CIT&DS 2021. Communications in Computer and Information Science, vol 1448. Springer, Cham. https://doi.org/10.1007/978-3-030-87034-8_43
Download citation
DOI: https://doi.org/10.1007/978-3-030-87034-8_43
Published:
Publisher Name: Springer, Cham
Print ISBN: 978-3-030-87033-1
Online ISBN: 978-3-030-87034-8
eBook Packages: Computer ScienceComputer Science (R0)