Modeling personalised adaptive systems

Alistair Sutcliffe, Peter Sawyer

Research output: Chapter in Book/Report/Conference proceedingChapter

Abstract

A new theoretical framework for the conceptual modeling of personalized and context-aware systems is described which supports specification of customization for individual users and analyzing the interaction between the domain context and functionality. An initial taxonomy of models is proposed based on the concept of personalized requirements. Two layers of human-centric models are proposed: an individual user characteristics layer for adaptation in assistive technology, learning and learning support systems and an individual values and personal goals layer to tailor applications to personal requirements. Practical application of the modeling framework is illustrated in a healthcare case study of a personalized, self-adaptive context-aware system.
Original languageEnglish
Title of host publicationAdvanced Information Systems Engineering
PublisherSpringer
Pages178-192
Number of pages15
ISBN (Print)9783642387081
DOIs
Publication statusPublished - 2013

Publication series

NameLecture Notes in Computer Science
PublisherSpringer
Volume7908
ISSN (Print)0302-9743

Keywords

  • self-adaptive systems
  • personalization
  • conceptual modeling

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  • Cite this

    Sutcliffe, A., & Sawyer, P. (2013). Modeling personalised adaptive systems. In Advanced Information Systems Engineering (pp. 178-192). (Lecture Notes in Computer Science; Vol. 7908). Springer. https://doi.org/10.1007/978-3-642-38709-8_12