Angi Voß’s research while affiliated with Fraunhofer Institute for Intelligent Analysis and Information Systems and other places

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Publications (100)


Anbieter von synthetischen Daten. (Mit Genehmigung aus [3])
Haupteinsatzgebiete und Ansätze zur synthetischen Datenerzeugung
Big Data 2.0 – mit synthetischen Daten KI-Systeme stärken
  • Article
  • Full-text available

December 2022

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147 Reads

Wirtschaftsinformatik & Management

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Angi Voss

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Tim Wirtz
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Karten zur Exploration von raumbezogenen Informationen im Web

December 2014

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14 Reads

HMD Praxis der Wirtschaftsinformatik

Karten können die Benutzer im Web darin unterstützen, Standorte, Nachrichten, Fotos und andere raumbezogene Objekte explorativ, d.h. gewissermaβen »spielerisch« kennenzulernen. Mit der Veränderung des Kartenausschnitts definiert ein Benutzer implizit räumliche Suchkriterien, die — kombiniert mit inhaltlichen Suchkriterien — einen zweidimensionalen Zustandsraum aufspannen.Er eignet sich, um die Wirkung der angebotenen Navigationshilfen zu überprüfen. Der Beitrag entwickelt hierfür ein Konzept aus Benutzersicht. Dabei werden Kriterien zur Unterscheidung von Anwendungen identifiziert und an konkreten Beispielen aus dem Web illustriert. Anschlieβend werden Anforderungen an die technische Umsetzung als intelligente Clients im Web dargestellt.


Innovationspotenzialanalyse Big Data — Ergebnisse für das Marketing

February 2014

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82 Reads

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2 Citations

Marketing Review St Gallen

Im Jahr 2012 beauftragte das Bundesministerium für Wirtschaft und Technologie das Fraunhofer-Institut für Intelligente Analyse- und Informationssysteme (IAIS) mit einer Big-Data-Innovationspotenzialanalyse für Deutschland. Der Beitrag präsentiert ausgewählte Ergebnisse zu Anwendungen mit Verbraucherdaten, Trendaussagen zur Marktforschung, Technologien und dem Schulungsbedarf an Data Scientists.Im neuen Jahrtausend vollzog sich ein spannender Wechsel in der Art und Weise, wie Daten gesammelt, aufbewahrt und analysiert werden. Während die technische Kapazität der Speichermedien weiter wächst, ist dazu passend eine weltweite und effiziente Infrastruktur entstanden, die neue, umfangreiche Daten in sozialen und technischen Medien vermittelt und verfügbar macht. Angesichts dieser Entwicklung wollte das Bundesministerium für Wirtschaft und Technologie Handlungsoptionen für Wirtschaft, Politik und Forschung aufzeigen und die Anforderungen verschiedener Branchen an Big-Data-Lösungen identifizie ...


Distributed participative knowledge management: The indiGo system

January 2013

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321 Reads

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1 Citation

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[...]

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A. Voss

A Comparison of the Street Networks of Navteq and OSM in Germany

March 2011

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611 Reads

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154 Citations

In Germany, the data of the Open Street Map project has become available as an alternative to proprietary road networks in commercial business geomatics software and their customers are wondering whether the quality may be sufficient. This paper describes an implemented methodology to compare OSM street data with those of Navteq for all populated roads in Germany. As a unique feature, the presented methodology is based on a matching between the street objects of OSM and Navteq and all steps are fully automated so that they can be applied to updated versions of both data sets. While there are considerable qualitative differences between regions, towns, and street categories, at a national level the relative completeness of objects, their relative precision, and the relative completeness of names are high enough for maps. However, other attributes, which are needed for the computation of catchment areas, are still relatively incomplete.


Towards a Reference Model for the LifeWatch ICT Infrastructure.

January 2009

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24 Reads

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2 Citations

The LifeWatch Reference Model provides the basis for an interoperable ICT infrastructure for European biodiversity research building on standards whenever feasible. Distinguishing features will be support of workflow for scientific in-silico experiments, tracking of provenance, and semantic support for interoperability. This paper presents the key requirements and the key architectural concepts to satisfy these requirements.


Figure 1. The Ideal Point decision map of CommonGIS consists of two linked windows. One window shows a thematic map with either a classification of the spatial objects (the counties of the US state of Idaho in this example) or an unclassified choropleth map showing the ranking of the options. The window on the left provides a parallel coordinate plot with adjustable weights. The mouse is pointing to one of the options which is highlighted in all screens and proves to be the best choice according to the applied criteria and weights. 
Figure 2. Dialog box for submitting a vote. 
Figure 3. Map with icons indicating (suggested and refused) areas for certain locations (in the foreground) and part of the discussion of these areas in the background. The example can be found online at  
Collaborative Decision Support for Spatial Planning Applications

December 2008

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74 Reads

For complex spatial decision problems a combination of software tools for group decision support, individual decision support and geographic analysis is required. The paper describes a respective approach and the integration of tools that were originally developed independently in two teams of Fraunhofer AIS. The first software system, Zeno, is a Java application for the World Wide Web designed to facilitate on-line structured discourses. It allows individuals to classify their contribution into meaningful categories, according to their topic, objectives and group. Groups must be able to evolve their discourse structure as a collaborative undertaking, and be able to modify it as an integral part of the discussion process. The second software system, CommonGIS, provides Java-based web-enabled services for interactive, explorative generation and analysis of thematic maps, particularly including innovative tools for multi-criteria decision making. It will be utilized and extended within the new EC-funded project GIMMI (Geographic Information and Mathematical Models Inter-operability), which will provide a web portal for the analysis of pesticide applications regarding implications to water and soil. Through the integrated application of Zeno and CommonGIS, the entire decision process can be supported: In the early phases qualitative goals, options and constraints are discussed; they are then elaborated into alternative, more formal models. Different variants can be computed and visualized interactively in order to investigate different assumptions or to test the stability and quality of a solution. The entire process with all important alternatives and decisions is explicitly documented in a design rationale so that it can be reconstructed or resumed under modified constraints at any time.


Visual analytic services for geomarketing in spatial data infrastructures

November 2007

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20 Reads

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2 Citations

This article is about the GEOeBIZ project which wants to improve business opportunities in geomarketing for small and medium enterprises. The project's central hypothesis is that spatial data infrastructures will move from data catalogues to federated platforms for the development of low cost and low risk applications. To complement the data-retrieval services of the Open GeoSpatial Consortium the project will design, implement and apply both, visual analysis services for geomarketing and e-business services for commercial exploitation. The article proposes a framework and services for visual analysis.


Evolution of a participatory GIS

November 2004

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369 Reads

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83 Citations

Computers Environment and Urban Systems

Participatory spatial planning and decision making requires a combination of software tools for group decision support, individual decision support and geographic analysis and presentation. This article presents a respective approach that integrates two software tools which were originally developed independently. One tool, Dito, is a Java application for the World Wide Web designed to facilitate structured argumentation and discourses. The other tool, CommonGIS, provides Java-based web-enabled services for the interactive, explorative generation and analysis of thematic maps, and it also supports multi-criteria decision making. The evolution of the integrated system is reviewed from first experiments in 2001, the resulting requirements and a succession of prototypes up to the latest solution. The focus of the article lies in the design of this solution.


Figure 1: The eParticipative Process Lifecycle in indiGo 
Participative Process Introduction: Three Case Studies From the indiGo Project.

January 2004

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184 Reads

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4 Citations

JOURNAL OF UNIVERSAL COMPUTER SCIENCE

In software engineering, the quality of development and business processes and their models is of utmost importance for (a) the quality of the software products developed and (b) the operational success of the organization. Nevertheless, many organizations neglect these processes and leave the knowledge about them in the heads of their experts. In this paper, we present the indiGo method and platform for eParticipative Process Learning. Furthermore, we present the results of a three case studies for the evaluation of these methods. The results indicate that processes introduced and modeled with process user participation result in process models with higher acceptance and better perceived quality.


Citations (53)


... In single case adaptation, the solution of a single case is retrieved and adapted to solve a target problem [14,15]. For example, in a cooking recipe application, suppose the case-base contains a recipe for potato fry. ...

Reference:

An Optimal Case-Base Maintenance Method for Compositional Adaptation Applications
Reuse of a Single Case: Adaptation
  • Citing Chapter
  • January 1997

... Having different experts collaborate on the same task requires some supporting environment. In the context of the European SolEuNet project, ideas have evolved about what functionality such an environment should offer, resulting in a proposal for a collaborative data mining methodology and supporting system called RAMSYS [4] and an implementation using the groupware system Zeno [3]. In this paper we report on a collaborative data mining experiment in which the proposed RAMSYS methodology and its implementation on Zeno were used. ...

Remote Collaborative Data Mining through Online Knowledge Sharing

IFIP Advances in Information and Communication Technology

... se-based design systems has been given by Pu (Pu 1993). A recent general overview the state of art in the field is presented by Maher et al. (Maher et al. 1995). The comprehensive analysis of the computer aided design and presentation of the most important research problems is deeply presented in the FABEL Consortium publications (Voss et. al 1994a(Voss et. al , 1994b. ...

Retrieval of Similar Layouts - About a Very Hybrid Approach in FABEL
  • Citing Chapter
  • January 1994

... Until now a generally accepted lattice of problem classes that is oriented with problem solving methods does not exist. Approaches pointing in this direction are the KADS models of interpretation, the mapping model as proposed from Bauer et al., Puppe's identification of problem solving types, or Karbach et al.'s descriptions of problem solving methods, which are placed at an abstract level [32]. ...

Models of problem-solving: One label - One idea?
  • Citing Article
  • January 1990

... Examples are Chandrasekaran's GENERIC TASK approach [8] , the high-level configuration language DSPL developed by Brown and Chandrasekaran [6], or the tool box with configuration modules described by Syska [72] . Also, the different attempts to operationalize the conceptual models of KADS point at the same direction [46], [33]. These approaches have the following in common: They model those parts of a configuration process that are more or less independent of a particular problem. ...

Filling in the knowledge acquisition gap: via KADS' models of expertise to ZDEST-2's expert systems
  • Citing Article
  • January 1988

... section 3). We developed a system to assign offices to employees [Karbach et al., 1989]. We got convinced that conceptual modelingà la KADS indeed eases communication amongst knowledge engineers cooperating in the same project and that such models can be used as a specification for a team of implementors such that each person can each concentrate on one module (e.g. a knowledge source or a task in KADS terminology). ...

OFFICE-PLAN: Tackling the Synthesis-Frontier
  • Citing Conference Paper
  • September 1989

... In the Karat system (Tschaitschian et al., 1999) we employed (except for few fixed relationship between documents, e.g., for versioning) completely informal knowledge organization models which suggested to have semantics by their intuitive graphical presentation, but there was no formal semantics underlying to be interpreted by the machine. (Voss et al., 1999 ) argue in the same direction and propose to use only the idea of textually grounded concepts for text knowledge organization, sharing, and access, which are not formally modeled by hand and automatically interpretable by the machine. In their ConceptIndex system, they only use two relationships between concepts, namely "comprise" (the same as our informal "parent" relationship) and "associated" (similar to "similar", defined via textual co-occurrence, related to the "see also" in textbooks and catalogues). ...

Concept indexes: sharing knowledge from documents
  • Citing Conference Paper
  • January 2000

... The addition of tags and links help analysts to identify findings in evidence-gathering tasks and can improve result synthesis. @BULLET CommonGIS [78] is a Geographical Information System integrated with the Zeno Argumentation Framework. The system provides methods for map-based exploratory data analysis and is accessible to a broad community of users [79]. ...

Group Decision Support for spatial planning and e-government
  • Citing Article

... Newell a fait apparaître la nécessité d'un niveau de description des systèmes qui ne soit pas celui des symboles et langages informatiques, le niveau des connaissances[Cha02]. Le support pour rendre compte de ce niveau a été appelé modèle conceptuel[Mar+14]. Le modèle conceptuel est vu comme une construction abstraite finalisée qui permet de réduire la complexité de l'expertise en se focalisant sur certains aspects des connaissances[NA18] [KLV90]. Il contient les connaissances du domaine et les connaissances de raisonnement. ...

Models, methods, roles and tasks: Many labels—one idea?
  • Citing Article
  • December 1990

Knowledge Acquisition