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Data-driven context modeling for the elicitation of context-aware functionalitie

PhD Theses in Experimental Software Engineering 71

Liggesmeyer, Peter / Rombach et al, Dieter
Erschienen am 01.05.2023
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Bibliografische Daten
ISBN/EAN: 9783839619100
Sprache: Englisch
Umfang: 262
Auflage: 1. Auflage

Beschreibung

Context aware functionalities are functionalities that consider context to produce a certain system behavior, typically an adaptation or recommendation. From a requirements engineering viewpoint, building a context-aware system calls for context modeling, an early step that comprises a set of activities responsible for understanding what the context is for the application domain, and how the context influences user tasks of interest. As a result, a context model is created and is expected to support requirement engineers in identifying new context-aware functionalities to improve these user tasks. In practice, however, context modeling activities have been disregarded due to their high complexity. As a consequence, contexts are created where only few contextual elements are combined, which leads to opportunities for discovering unexpected context-aware functionalities being missed. In this thesis, this problem is addressed by using a data-driven approach to analyze contextual data and automate context modeling. For this purpose, a data-driven context modeling framework has been developed to support the elicitation of context-aware functionalities.

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