Data-driven context modeling for the elicitation of context-aware functionalities
Seiten
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.
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.
| Erscheinungsdatum | 26.05.2023 |
|---|---|
| Reihe/Serie | PhD Theses in Experimental Software Engineering ; 71 |
| Zusatzinfo | num. illus. and. tab |
| Verlagsort | Stuttgart |
| Sprache | englisch |
| Maße | 170 x 240 mm |
| Themenwelt | Informatik ► Datenbanken ► Data Warehouse / Data Mining |
| Informatik ► Software Entwicklung ► User Interfaces (HCI) | |
| Technik | |
| Schlagworte | automated software engineering • B • context-aware systems • context modeling • empirical software engineering • Informatiker:innen • requirements elicitation |
| ISBN-10 | 3-8396-1910-6 / 3839619106 |
| ISBN-13 | 978-3-8396-1910-0 / 9783839619100 |
| Zustand | Neuware |
| Haben Sie eine Frage zum Produkt? |
Mehr entdecken
aus dem Bereich
aus dem Bereich
Datenanalyse für Künstliche Intelligenz
Buch | Softcover (2024)
De Gruyter Oldenbourg (Verlag)
CHF 104,90
Auswertung von Daten mit pandas, NumPy und IPython
Buch | Softcover (2023)
O'Reilly (Verlag)
CHF 62,85
