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A companion-system architecture for realizing individualized and situation-adaptive user assistance

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Erstveröffentlichung
2018-12-19
Authors
Bercher, Pascal
Richter, Felix
Honold, Frank
Nielsen, Florian
Schüssel, Felix
et al.
Bericht


Faculties
Fakultät für Ingenieurwissenschaften, Informatik und Psychologie
Institutions
Institut für Künstliche Intelligenz
Institut für Medieninformatik
Institut für Nachrichtentechnik
Institut für Mess-, Regel- und Mikrotechnik
Abstract
We show how techniques from various research areas – most notably hierarchical planning, dialog management, and interaction management – can be employed to realize individualized and situation-adaptive user assistance. We introduce a modular system architecture that is composed of domain-independent components implementing techniques from the respective areas. Systems based on this architecture – so-called Companion-Systems – can provide intelligent assistance in a broad variety of tasks. They provide a user- and situation-adapted sequence of instructions that show how achieve the respective task. Additional explanations are, like the instructions themselves, automatically derived based on a declarative model of the current task. These systems can react to unforeseen execution failures repairing their underlying plans if required. We introduce a prototype system that assists with setting up a home theater and use it as a running example as well as for an empirical evaluation with test subjects that shows the usefulness of our approach. We summarize the work of more than half a decade of research and development done by various research groups from different disciplines. Here, for the first time, we explain the full integration of all components thereby showing "the complete picture" of our approach to provide individualized and situation-adaptive user assistance.
Date created
2018
DFG Project THU
TRR 62 / Eine Companion-Technologie für kognitive technische Systeme / DFG / 54371073
Subject headings
[GND]: Assistenzsystem | Mensch-Maschine-Kommunikation
[LCSH]: Technical assistance | Human-computer interaction
[Free subject headings]: Companion technology | Assistance systems | Planning-based assistance
[DDC subject group]: DDC 004 / Data processing & computer science
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https://oparu.uni-ulm.de/xmlui/license_v3

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DOI & citation

Please use this identifier to cite or link to this item: http://dx.doi.org/10.18725/OPARU-11023

Bercher, Pascal et al. (2018): A companion-system architecture for realizing individualized and situation-adaptive user assistance. Open Access Repositorium der Universität Ulm und Technischen Hochschule Ulm. http://dx.doi.org/10.18725/OPARU-11023
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