A consolidated view of context for intelligent systems
| العنوان: | A consolidated view of context for intelligent systems |
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| المؤلفون: | Bauer, Christine, Novotny, Alexander, Sub Human-Centered Computing, Human-Centered Computing |
| المساهمون: | Sub Human-Centered Computing, Human-Centered Computing |
| المصدر: | Journal of Ambient Intelligence and Smart Environments, 9(4), 377 |
| بيانات النشر: | IOS Press, 2017. |
| سنة النشر: | 2017 |
| مصطلحات موضوعية: | intelligent systems, 020203 distributed computing, Context model, Knowledge management, context model, Computer science, business.industry, Context, Intelligent decision support system, Social environment, Context (language use), context-aware computing, 02 engineering and technology, 502050 Business informatics, 502050 Wirtschaftsinformatik, Consolidation (business), 0202 electrical engineering, electronic engineering, information engineering, Context awareness, Context, context model, context-aware computing, intelligent systems, 020201 artificial intelligence & image processing, Long tail, Set (psychology), business, Software |
| الوصف: | This paper's main objective is to consolidate the knowledge on context in the realm of intelligent systems, systems that are aware of their context and can adapt their behavior accordingly. We provide an overview and analysis of 36 context models that are heterogeneous and scattered throughout multiple fields of research. In our analysis, we identify five shared context categories: social context, location, time, physical context, and user context. In addition, we compare the context models with the context elements considered in the discourse on intelligent systems and find that the models do not properly represent the identified set of 3,741 unique context elements. As a result, we propose a consolidation of the findings from the 36 context models and the 3,741 unique context elements. The analysis reveals that there is a long tail of context categories that are considered only sporadically in context models. However, particularly these context elements in the long tail may be necessary for improving intelligent systems' context awareness. |
| وصف الملف: | application/pdf |
| تدمد: | 1876-1372 1876-1364 |
| الوصول الحر: | https://explore.openaire.eu/search/publication?articleId=doi_dedup___::5ffd9271930a1fd441502b48456e312bTest https://doi.org/10.3233/ais-170445Test |
| حقوق: | OPEN |
| رقم الانضمام: | edsair.doi.dedup.....5ffd9271930a1fd441502b48456e312b |
| قاعدة البيانات: | OpenAIRE |
| تدمد: | 18761372 18761364 |
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