Auflistung nach Autor:in "Biundo, Susanne"
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- KonferenzbeitragCompanion-Systeme und Mensch-Companion-Interaktion(INFORMATIK 2011 – Informatik schafft Communities, 2011) Biundo, Susanne; Rösner, Dietmar; Traue, Harald; Wendemuth, Andreas
- ZeitschriftenartikelCompanion-Technology for Cognitive Technical Systems(KI - Künstliche Intelligenz: Vol. 30, No. 1, 2016) Biundo, Susanne; Wendemuth, AndreasWe introduce the Transregional Collaborative Research Centre “Companion-Technology for Cognitive Technical Systems”—a cross-disciplinary endeavor towards the development of an enabling technology for Companion-systems. These systems completely adjust their functionality and service to the individual user. They comply with his or her capabilities, preferences, requirements, and current needs and adapt to the individual’s emotional state and ambient conditions. Companion-like behavior of technical systems is achieved through the investigation and implementation of cognitive abilities and their well-orchestrated interplay.
- ZeitschriftenartikelCompanion-Technology: An Overview(KI - Künstliche Intelligenz: Vol. 30, No. 1, 2016) Biundo, Susanne; Höller, Daniel; Schattenberg, Bernd; Bercher, PascalCompanion-technology is an emerging field of cross-disciplinary research. It aims at developing technical systems that appear as “Companions” to their users. They serve as co-operative agents assisting in particular tasks or, in a more general sense, even give companionship to humans. Overall, Companion-technology enables technical systems to smartly adapt their services to individual users’ current needs, their requests, situation, and emotion. We give an introduction to the field, discuss the most relevant application areas that will benefit from its developments, and review the related research projects.
- ZeitschriftenartikelDo It Yourself, but Not Alone: Companion-Technology for Home Improvement—Bringing a Planning-Based Interactive DIY Assistant to Life(KI - Künstliche Intelligenz: Vol. 35, No. 0, 2021) Bercher, Pascal; Behnke, Gregor; Kraus, Matthias; Schiller, Marvin; Manstetten, Dietrich; Dambier, Michael; Dorna, Michael; Minker, Wolfgang; Glimm, Birte; Biundo, SusanneWe report on the technology transfer project “Do it yourself, but not alone: Companion -Technology for Home Improvement” that was carried out by Ulm University in cooperation with Robert Bosch GmbH. We developed a prototypical assistance system that assists a Do It Yourself (DIY) handyman in carrying out DIY projects. The assistant, based on various AI and dialog management capabilities, generates a sequence of detailed instructions that users may just follow or adapt according to their individual preferences. It features explanation capabilities as well as pro-active support based on communication with the user as well as with the involved tools. We report on the project’s main achievements, including the findings of various empirical studies conducted in various development stages of the prototype.
- KonferenzbeitragEvaluating Knowledge-Based Assistance for DIY(Mensch und Computer 2018 - Workshopband, 2018) Schiller, Marvin; Behnke, Gregor; Bercher, Pascal; Kraus, Matthias; Dorna, Michael; Richter, Felix; Biundo, Susanne; Glimm, Birte; Minker, WolfgangWe report on the development of a companion system incorporating hierarchical planning, ontology-based knowledge modeling and multimodal cloud-based dialog. As an application scenario, we consider the domain of do-it-yourself (DIY) home improvement involving the use of power tools. To test and – if necessary – adjust the developed techniques, user studies are conducted throughout the development phase. We present fundamental considerations and open questions encountered when testing the implemented prototype with potential users and report first observations from a current study.
- ZeitschriftenartikelPlanning in the Real World(Informatik-Spektrum: Vol. 34, No. 5, 2011) Biundo, Susanne; Bidot, Julien; Schattenberg, BerndIn this article, we describe how real world planning problems can be solved by employing Artificial Intelligence planning techniques. We introduce the paradigm of hybrid planning, which is particularly suited for applications where plans are not intended to be automatically executed by systems, but are made for humans. Hybrid planning combines hierarchical planning – the stepwise refinement of complex tasks – with explicit reasoning about causal dependencies between actions, thereby reflecting exactly the kinds of reasoning humans perform when developing plans. We show how plans are generated and how failed plans are repaired in a way that guarantees stability. Our illustrating examples are taken from a domain model for disaster relief missions enforced upon extensive floods. Finally, we present a tool to support the challenging task of constructing planning domain models.The article ends with an overview of a wide varity of actual planning applications and outlines further such in the area of cognitive technical systems.
- TextdokumentPositionspapier: Was ist Informatik?(2006) Biundo, Susanne; Broy, Manfred; Claus, Volker; Coy, Wolfgang; Desel, Jörg; Dueck, Gunter; Glesner, Manfred; Soares Indrusiak, Leandro; Lengauer, Thomas; Ludewig, Ralf; Maas, Jörg; Mayr, Heinrich C.; Mertens, Peter; Rödiger, Karl-Heinz; Schubert, Sigrid; vor der Brück, Tim; Zimmer, Heiko
- ZeitschriftenartikelSpecial Issue on Companion Technologies(KI - Künstliche Intelligenz: Vol. 30, No. 1, 2016) Biundo, Susanne; Höller, Daniel; Bercher, Pascal
- ZeitschriftenartikelThe PANDA Framework for Hierarchical Planning(KI - Künstliche Intelligenz: Vol. 35, No. 0, 2021) Höller, Daniel; Behnke, Gregor; Bercher, Pascal; Biundo, SusanneDuring the last years, much progress has been made in hierarchical planning towards domain-independent systems that come with sophisticated techniques to solve planning problems instead of relying on advice in the input model. Several of these novel methods have been integrated into the PANDA framework , which is a software system to reason about hierarchical planning tasks. Besides solvers for planning problems based on plan space search, progression search, and translation to propositional logic, it also includes techniques for related problems like plan repair, plan and goal recognition, or plan verification. These various techniques share a common infrastructure, like e.g. a standard input language or components for grounding and reachability analysis. This article gives an overview over the PANDA framework, introduces the basic techniques from a high level perspective, and surveys the literature describing the diverse components in detail.
- ZeitschriftenartikelVon kognitiven technischen Systemen zu Companion-Systemen(KI - Künstliche Intelligenz: Vol. 24, No. 4, 2010) Biundo, Susanne; Wendemuth, AndreasDer Sonderforschungsbereich/Transregio 62 „Eine Companion-Technologie für kognitive technische Systeme“ befasst sich mit der systematischen und interdisziplinären Erforschung kognitiver Fähigkeiten und deren Realisierung in technischen Systemen. Dabei stehen die Eigenschaften der Individualität, Anpassungsfähigkeit, Verfügbarkeit, Kooperativität und Vertrauenswürdigkeit im Mittelpunkt der Untersuchung. Die Realisierung dieser so-genannten Companion-Eigenschaften soll menschlichen Nutzern eine neue – auch emotionale – Dimension des Umgangs mit interaktiven Systemen erschließen, wobei diese als empathische Assistenten wahrgenommen und akzeptiert werden.