@inproceedings{Krohn, author = {Krohn, Matthias}, title = {Design mit digitalen Medien : das Projekt "Human Touch"}, series = {Images of a conference : Designkonferenz Potsdam ; Konferenz am 23./24. JUni 1995}, booktitle = {Images of a conference : Designkonferenz Potsdam ; Konferenz am 23./24. JUni 1995}, publisher = {Westermann-Kommunikation}, address = {Ingelheim}, organization = {Fachhochschule Potsdam}, isbn = {3-928710-27-3}, pages = {204 -- 209}, subject = {Design}, language = {de} } @inproceedings{Jamaikina, author = {Jamaikina, Jelena}, title = {Forschung und Entwicklung an der Fachhochschule Potsdam}, series = {Images of a conference : Designkonferenz Potsdam ; Konferenz am 23./24. Juni 1995}, booktitle = {Images of a conference : Designkonferenz Potsdam ; Konferenz am 23./24. Juni 1995}, publisher = {Westermann-Kommunikation}, address = {Ingelheim}, organization = {Fachhochschule Potsdam}, isbn = {3-928710-27-3}, pages = {212 -- 219}, subject = {Fachhochschule Potsdam}, language = {de} } @inproceedings{Funke, author = {Funke, Rainer}, title = {Designhochschulen - M{\"a}rchenstuben?}, series = {Images of a conference : Designkonferenz Potsdam ; Konferenz am 23./24. JUni 1995}, booktitle = {Images of a conference : Designkonferenz Potsdam ; Konferenz am 23./24. JUni 1995}, publisher = {Westermann-Kommunikation}, address = {Ingelheim}, organization = {Fachhochschule Potsdam}, isbn = {3-928710-27-3}, pages = {15 -- 25}, subject = {Design}, language = {de} } @inproceedings{MoratSchwerdtfegerFeuchtetal., author = {Morat, Paul and Schwerdtfeger, Aaron and Feucht, Max Emanuel and Heidmann, Frank}, title = {Der Trog}, series = {CHI EA '25 : Proceedings of the Extended Abstracts of the CHI Conference on Human Factors in Computing Systems}, booktitle = {CHI EA '25 : Proceedings of the Extended Abstracts of the CHI Conference on Human Factors in Computing Systems}, editor = {Yamashta, Naomi and Evers, Vanessa and Yatani, Koji and Ding, Xianghua}, address = {New York}, organization = {Association for Computing Machinery}, isbn = {979-8-4007-1395-8}, doi = {10.1145/3706599.3721173}, pages = {1 -- 5}, abstract = {Der Trog is a prototype for a contactless, embodied breath-to-water interface, exploring the potential of Artificial Intelligence as a mediator to facilitate emotional and sensory interactions with nature. By tracking respiration via thermal image analysis and translating it into wave patterns on a water surface, the installation provides a tangible experience translating the user's corporal rhythm onto a natural material. The present research project investigates whether such interactions can help bridging the gap between environmental knowledge and action within the ecological crisis, encouraging holistic empathy for nature. Der Trog aims to inspire new perceptions of our connection to natural elements, advocating for sustainable behaviour through meaningful, embodied encounters with the environment.}, subject = {K{\"u}nstliche Intelligenz}, language = {en} } @inproceedings{WindhagerAbdulRahmanBludauetal., author = {Windhager, Florian and Abdul-Rahman, Alfie and Bludau, Mark-Jan and Hengesbach, Nicole and Lamqaddam, Houda and Meirelles, Isabel and Speckmann, Bettina and Corell, Michael}, title = {Complexity as Design Material}, series = {2024 IEEE Evaluation and Beyond - Methodological Approaches for Visualization : BELIV 2024}, booktitle = {2024 IEEE Evaluation and Beyond - Methodological Approaches for Visualization : BELIV 2024}, publisher = {Institute of Electrical and Electronics Engineers (IEEE)}, address = {New York}, isbn = {979-8-3315-2846-1}, doi = {10.1109/BELIV64461.2024.00013}, pages = {71 -- 80}, abstract = {Complexity is often seen as a inherent negative in information design, with the job of the designer being to reduce or eliminate complexity, and with principles like Tufte's "data-ink ratio" or "chartjunk" to operationalize mimimalism and simplicity in visualizations. However, in this position paper, we call for a more expansive view of complexity as a design material, like color or texture or shape: an element of information design that can be used in many ways, many of which are beneficial to the goals of using data to understand the world around us. We describe complexity as a phenomenon that occurs not just in visual design but in every aspect of the sensemaking process, from data collection to interpretation. For each of these stages, we present examples of ways that these various forms of complexity can be used (or abused) in visualization design. We ultimately call on the visualization community to build a more nuanced view of complexity, to look for places to usefully integrate complexity in multiple stages of the design process, and, even when the goal is to reduce complexity, to look for the non-visual forms of complexity that may have otherwise been overlooked.}, subject = {Komplexit{\"a}t}, language = {en} } @article{MatznerThielWoznicaTostetal., author = {Matzner, Nils and Thiel-Woznica, Marcel and Tost, Jordi and Weller, Kevin}, title = {Prototypes as Future Artifacts of Today}, series = {On_culture : the open journal for the study of culture}, journal = {On_culture : the open journal for the study of culture}, number = {15}, publisher = {Justus-Liebig-Universit{\"a}t Gießen}, address = {Gießen}, issn = {2366-4142}, doi = {10.22029/oc.2023.1353}, pages = {25}, abstract = {The design of sociotechnical futures relies on institutionalized visions but also on material artifacts. In this context, prototypes are a materialized means of exploration of potential futures. This article explores interdependencies between irritations by prototypes and critical/speculative design and argues that prototypes problematize a balance between feasibility and their potential for irritation, i.e. being incited to act differently by a prototype that does not fit into familiar practices (e.g. flying cars). We investigate the significance of the feasibility-irritation tension, first, by analyzing two case studies of prototypes from urban mobility as examples of technical feasibility in marketing and testing environments, and second, by contrasting them to the notion of prototypes as deliberately irritating artifacts within critical and speculative design practices. We offer a perspective for understanding their transformative potential. Our discussion shows how prototypes, as they are used in speculative design, might open new negotiation spaces instead of limiting futures to what seems feasible. New, irritating prototypes highlight a contingency, which is necessary to openly discussing feasible and fictional futures together.}, subject = {Mobilit{\"a}t}, language = {de} } @book{Heinicker, author = {Heinicker, Paul}, title = {Anderes Visualisieren}, publisher = {transcript Verlag}, address = {Bielefeld}, isbn = {978-3-8394-7482-2}, doi = {10.14361/9783839474822}, publisher = {Fachhochschule Potsdam}, pages = {436}, abstract = {Ob Corona-Pandemie oder Klimawandel - Datenbilder sind zu einem zentralen Bestandteil gesellschaftlicher Diskurse geworden. Doch gerade ihre Anschaulichkeit verstellt den Blick auf die Komplexit{\"a}t von Bildprozessen. Was zeigen Datenvisualisierungen und was verschweigen sie? Und vonn wem und wie werden Daten visualisiert? Paul Heinicker formuliert eine Kritik an der abbildungsgetriebenen Kultur der Datenvisualisierung und entwickelt alternative Modelle, die sich n{\"a}her an den produktionstheoretischen Realit{\"a}ten der Datengestaltung orientieren - wozu auch die Beschreibung eigener Visualisierungspraktiken geh{\"o}rt. Dabei zeigt sich: Anderes Visualisieren realisiert sich im Dazwischen von Theorie und Praxis.}, subject = {Daten}, language = {de} } @book{BetteThiessenSchneider, author = {Bette, Michael and Thiessen-Schneider, Gudrun}, title = {Michael Bette - Kunstverein Grafschaft Bentheim, Neuenhaus 25.4. - 21.6.1998}, publisher = {Kunstverein Grafschaft Bentheim}, address = {Neuenhaus}, isbn = {3-922805-63-9}, pages = {85}, subject = {Kunst}, language = {de} } @unpublished{MoriniEschenbacherHartmannetal., author = {Morini, Francesca and Eschenbacher, Anna and Hartmann, Johanna and D{\"o}rk, Marian}, title = {From shock to shift}, series = {IEEE transactions on visualization and computer graphics}, journal = {IEEE transactions on visualization and computer graphics}, publisher = {Institute of Electrical and Electronics Engineers (IEEE)}, address = {New York}, issn = {1077-2626}, doi = {10.1109/TVCG.2023.3327185}, pages = {1 -- 11}, abstract = {We present a multi-dimensional, multi-level, and multi-channel approach to data visualization for the purpose of constructive climate journalism. Data visualization has assumed a central role in environmental journalism and is often used in data stories to convey the dramatic consequences of climate change and other ecological crises. However, the emphasis on the catastrophic impacts of climate change tends to induce feelings of fear, anxiety, and apathy in readers. Climate mitigation, adaptation, and protection—all highly urgent in the face of the climate crisis—are at risk of being overlooked. These topics are more difficult to communicate as they are hard to convey on varying levels of locality, involve multiple interconnected sectors, and need to be mediated across various channels from the printed newspaper to social media platforms. So far, there has been little research on data visualization to enhance affective engagement with data about climate protection as part of solution-oriented reporting of climate change. With this research we characterize the unique challenges of constructive climate journalism for data visualization and share findings from a research and design study in collaboration with a national newspaper in Germany. Using the affordances and aesthetics of travel postcards, we present Klimakarten, a data journalism project on the progress of climate protection at multiple spatial scales (from national to local), across five key sectors (agriculture, buildings, energy, mobility, and waste), and for print and online use. The findings from quantitative and qualitative analysis of reader feedback confirm our overall approach and suggest implications for future work.}, subject = {Erz{\"a}hlen}, language = {en} } @inproceedings{deGuentherNanniKyriazisetal., author = {de G{\"u}nther, Sabine and Nanni, Giacomo and Kyriazis, Ilias and Freyberg, Linda and D{\"o}rk, Marian}, title = {Tracing and Telling}, series = {EVA BERLIN 2023}, booktitle = {EVA BERLIN 2023}, editor = {Lengyel, Dominik and Bienert, Andreas}, address = {Cottbus}, organization = {Brandenburgische Technische Universit{\"a}t Cottbus-Senftenberg (BTU)}, isbn = {978-3-88609-891-0}, pages = {333 -- 338}, abstract = {Cultural collections have transcended the boundaries of physical showcases and storage cabinets, evolving into intricate digital webs of interconnected data. The research project Restaging Fashion aimed to expand the possibilities for experiencing the linkages in digitized cultural heritage, focusing on the visualization of collection holdings related to the history of garments. Through graph-based narratives, the project investigated the complex interplay between the linear - and at times tentative - art historical discourses and the non-linear explorations of associated cultural heritage data. The resulting visualizations have been designed with the aim to allow for curated and dynamic exploration of the collection along research essays and their interrelated graphs.}, subject = {Sammlung}, language = {en} } @article{ScheckBinnDoerketal., author = {Scheck, Ester and Binn, Andrea and D{\"o}rk, Marian and Ledermann, Florian}, title = {A Contemporary Nolli Map}, series = {Abstracts of the ICA}, journal = {Abstracts of the ICA}, number = {6}, publisher = {Copernicus Publications}, address = {G{\"o}ttingen}, issn = {2570-2106}, doi = {10.5194/ica-abs-6-223-2023}, pages = {1 -- 2}, abstract = {More than 250 years ago, Giovanni Battista Nolli, an Italian architect, engineer and cartographer, was concerned with how and where space is or is not publicly accessible. In his map 'La nuova topografia di Roma Comasco', he mapped publicly accessible interior and exterior spaces of Rome with an impressively high level of detail as a figure-ground map. Since Nolli's time, both the character and diversity of public spaces as well as cartographic technology have changed. This research project aims to adapt some ideas behind Nolli's map for today's circumstances on the basis of open data, and seeks to develop methods for processing volunteered geographical information from OpenStreetMap (OSM) to identify, categorize, and map public spaces based on thematic and geometric information.}, subject = {OpenStreetMap}, language = {en} } @article{MeierBoguckaLedermannetal., author = {Meier, Sebastian and Bogucka, Edyta P. and Ledermann, Florian and Roth, Robert E. and Słomska-Przech, Katarzyna and V{\"o}r{\"o}s, Fanni}, title = {Opportunities and Challenges for the Next Generation of Cartographers}, series = {Abstracts of the ICA}, journal = {Abstracts of the ICA}, number = {6}, publisher = {Copernicus Publications}, address = {G{\"o}ttingen}, issn = {2570-2106}, doi = {10.5194/ica-abs-6-162-2023}, pages = {1 -- 3}, abstract = {Developing the next generation of cartographers is essential to sustaining and expanding the mission of the International Cartographic Association. Students and early-career professionals today learn cartographic design alongside a diverse array of conceptual and technical competencies, such as data science, human-computer interaction, information visualization, and machine learning. Accordingly, the next generation of cartographers often are working at the forefront of the discipline, actively reshaping what cartography is and can be.}, subject = {Kartograf}, language = {en} } @article{BludauDoerkTominski, author = {Bludau, Mark-Jan and D{\"o}rk, Marian and Tominski, Christian}, title = {Unfolding Edges}, series = {Computer Graphics Forum}, volume = {42}, journal = {Computer Graphics Forum}, number = {3}, publisher = {Wiley-Blackwell}, address = {Oxford}, issn = {0167-7055}, doi = {10.1111/cgf.14831}, pages = {297 -- 309}, abstract = {Existing work on visualizing multivariate graphs is primarily concerned with representing the attributes of nodes. Even though edges are the constitutive elements of networks, there have been only few attempts to visualize attributes of edges. In this work, we focus on the critical importance of edge attributes for interpreting network visualizations and building trust in the underlying data. We propose 'unfolding of edges' as an interactive approach to integrate multivariate edge attributes dynamically into existing node-link diagrams. Unfolding edges is an in-situ approach that gradually transforms basic links into detailed representations of the associated edge attributes. This approach extends focus+context, semantic zoom, and animated transitions for network visualizations to accommodate edge details on-demand without cluttering the overall graph layout. We explore the design space for the unfolding of edges, which covers aspects of making space for the unfolding, of actually representing the edge context, and of navigating between edges. To demonstrate the utility of our approach, we present two case studies in the context of historical network analysis and computational social science. For these, web-based prototypes were implemented based on which we conducted interviews with domain experts. The experts' feedback suggests that the proposed unfolding of edges is a useful tool for exploring rich edge information of multivariate graphs.}, subject = {Visualisierung}, language = {en} } @inproceedings{MeierGlinka, author = {Meier, Sebastian and Glinka, Katrin}, title = {To Classify is to Interpret}, series = {Proceedings of Mensch und Computer 2023}, booktitle = {Proceedings of Mensch und Computer 2023}, editor = {Stolze, Markus and Loch, Frieder and Baldauf, Matthias and Alt, Florian and Schneegass, Christina and Kosch, Thomas and Hirzle, Teresa and Sadeghian, Shadan and Draxler, Fiona and Bektas, Kenan and Lohan, Katrin and Knierim, Pascal}, publisher = {Association for Computing Machinery}, address = {New York}, isbn = {979-8-4007-0771-1}, doi = {10.1145/3603555.3608532}, pages = {395 -- 401}, abstract = {Taxonomy building is a task that requires interpreting and classifying data within a given frame of reference, which comes to play in many areas of application that deal with knowledge and information organization. In this paper, we explore how taxonomy building can be supported with systems that integrate machine learning (ML). However, relying only on black-boxed ML-based systems to automate taxonomy building would sideline the users' expertise. We propose an approach that allows the user to iteratively take into account multiple model's outputs as part of their sensemaking process. We implemented our approach in two real-world use cases. The work is positioned in the context of HCI research that investigates the design of ML-based systems with an emphasis on enabling human-AI collaboration.}, subject = {K{\"u}nstliche Intelligenz}, language = {en} } @inproceedings{GuentherFreyberg, author = {G{\"u}nther, Sabine de and Freyberg, Linda}, title = {Digitale Kontextualisierung und Visualisierung der Quellen-Trias Bild-Text-Realia zu historischer Kleidung, ihrer Ausformung, Zeichenhaftigkeit und Dreidimensionalit{\"a}t}, series = {DHd2022 Kulturen des digitalen Ged{\"a}chtnisses : Konferenzabstracts : Universit{\"a}t Potsdam \& Fachhochschule Potsdam, 07. bis 11. M{\"a}rz 2022}, booktitle = {DHd2022 Kulturen des digitalen Ged{\"a}chtnisses : Konferenzabstracts : Universit{\"a}t Potsdam \& Fachhochschule Potsdam, 07. bis 11. M{\"a}rz 2022}, editor = {Geierhos, Michaela}, address = {Potsdam}, doi = {10.5281/zenodo.6327958}, pages = {78 -- 82}, abstract = {Kleidung, Tracht und Mode kommunizieren die Vorstellung des Tr{\"a}gers von Sch{\"o}nheit, Status, K{\"o}rper, Form, sozialer Hierarchie und religi{\"o}ser Zugeh{\"o}rigkeit, kurz: die Identit{\"a}t des Tr{\"a}gers. Die Informationen in den historischen Quellen zur Kleidung, in bildlichen Darstellungen, beschreibenden Texten und textilen Artefakten, werden in dem interdisziplin{\"a}ren Forschungs- und Digitalisierungsprojekt "Restaging Fashion. Digitale Kontextualisierung vestiment{\"a}rer Quellen" (UCLAB, Fachhochschule Potsdam) interpretiert und kontextualisiert. Eine tiefe inhaltliche Erschließung, sowie im Projekt angefertigte Digitalisate bilden daf{\"u}r die Datenbasis. Ein besonderer Schwerpunkt wird zum einen auf der prototypischen 3D-Digitalisierung historischer Kleidung liegen. Zum Anderen wird die Datenvisualisierung als epistemisches Werkzeug sowohl im Prozess der Erfassung genutzt als auch f{\"u}r die Sammlungspr{\"a}sentation im Web eingesetzt. Ein Beitrag zur 8. Tagung des Verbands "Digital Humanities im deutschsprachigen Raum" - DHd 2022 Kulturen des digitalen Ged{\"a}chtnisses.}, subject = {Daten}, language = {de} } @inproceedings{BludauHallingHollyetal., author = {Bludau, Mark-Jan and Halling, Thorsten and Holly, Eva Maria and Wieloch, Jasmin and Schnaitter, Hannes and Balck, Sandra and Plakidis, Melina and Rehm, Georg and Fangerau, Heiner and D{\"o}rk, Marian}, title = {Was sehe ich? Visualisierungsstrategien f{\"u}r Datentransparenz in der Historischen Netzwerkanalyse}, series = {DHd2022 : Kulturen des digitalen Ged{\"a}chtnisses}, booktitle = {DHd2022 : Kulturen des digitalen Ged{\"a}chtnisses}, address = {Hamburg}, organization = {Verband Digital Humanities im deutschsprachigen Raum e.V.}, doi = {10.5281/zenodo.6327931}, pages = {1 -- 5}, abstract = {Die Historische Netzwerkanalyse (HNA) hat sich zu einem etablierten Forschungsfeld entwickelt. Zu ihren wichtigsten methodischen Herausforderungen geh{\"o}rt die Suggestionskraft von Visualisierungen. Die Transparenz bez{\"u}glich der Datenquellen ist daher f{\"u}r die HNA sowohl bei selbst erhobenen als auch bei sekund{\"a}r genutzten Daten Voraussetzung, will sie geisteswissenschaftlichen Kriterien der Nachpr{\"u}fbarkeit und Nachvollziehbarkeit von Interpretationen erf{\"u}llen. Dieser Beitrag beschreibt und diskutiert - aufbauend auf einem iterativen und durch Workshops sowie einer Nutzer*innenstudie begleiteten Forschungsprozess - vier Designziele zur Verwirklichung einer solchen Transparenz: 1) Aufnahme und Kommunikation von Datenprovenienzen, 2) Dokumentation vorausgegangener Prozesse, 3) Offenhaltung der Interpretierbarkeit der Daten und 4) Unterst{\"u}tzung von Folgeforschung. Anschließend werden beispielhafte Umsetzungsstrategien in Form von Prototypen pr{\"a}sentiert.}, subject = {Visualisierung}, language = {de} } @inproceedings{BrueggemannBludauPietschetal., author = {Br{\"u}ggemann, Viktoria and Bludau, Mark-Jan and Pietsch, Christopher and D{\"o}rk, Marian}, title = {Von der Wolke zum Pfad}, series = {DHd2022 : Kulturen des digitalen Ged{\"a}chtnisses}, booktitle = {DHd2022 : Kulturen des digitalen Ged{\"a}chtnisses}, address = {Hamburg}, organization = {Verband Digital Humanities im deutschsprachigen Raum e.V.}, doi = {10.5281/zenodo.6327939}, pages = {1 -- 5}, abstract = {Die in den letzten Jahren entstandenen explorativen Visualisierungen musealer Sammlungen widmen sich zumeist einzelnen Sammlungen, welche oft einer spezifischen Systematik folgen und eine geringe Vielfalt an Objektgattungen und Attributen aufweisen. Das hier vorgestellte Forschungsprojekt stellte sich die Frage, wie verschiedene, in sich heterogene, Sammlungen miteinander verkn{\"u}pft, visualisiert und exploriert werden k{\"o}nnen, ohne die Unterschiede zwischen ihnen zu nivellieren. Dazu wurden im Rahmen einer Forschungskooperation mit den Staatlichen Museen zu Berlin die Best{\"a}nde aus dem 19. Jahrhundert der Alten Nationalgalerie sowie des Museums Europ{\"a}ischer Kulturen ausgew{\"a}hlt. Das Ziel war es, {\"u}bergreifende Zusammenh{\"a}nge und Resonanzen zwischen den Sammlungen aufzugreifen und dynamische, interaktive Arrangements zu entwickeln, welche die assoziative Exploration von Best{\"a}nden anregen. Das Ergebnis ist ein interaktiver Prototyp, der eine globale {\"U}bersicht in Form einer annotierten Wolke mit der lokalen Perspektive eines auf {\"A}hnlichkeiten basierten Pfads verkn{\"u}pft.}, subject = {Visualisierung}, language = {de} } @inproceedings{KienbaumKreiselerHeidmann, author = {Kienbaum, Janna and Kreiseler, Sarah and Heidmann, Frank}, title = {Wahrnehmungsstrukturen und User Experience des digitalen Kulturerbes}, series = {DHd2022 : Kulturen des digitalen Ged{\"a}chtnisses}, booktitle = {DHd2022 : Kulturen des digitalen Ged{\"a}chtnisses}, address = {Hamburg}, organization = {Verband Digital Humanities im deutschsprachigen Raum e.V.}, doi = {10.5281/zenodo.6328051}, pages = {1 -- 4}, abstract = {Der Workshop hinterfragt partizipativ die Visualisierungskultur und Wahrnehmungs- bzw. Nutzungspraktiken digitaler Kulturerbe-Daten am Beispiel musealer Sammlungen im Web. Im Zentrum steht dabei der Einsatz von Eyetracking-Verfahren sowie Methoden der heuristischen Usability-Evaluation. Ausgehend von den Webseiten "explorativ" gestalteter Online Sammlungen werden die graphischen Benutzeroberfl{\"a}chen als visuelle Schnittstelle zwischen interner Objektdatenbank und Rezipientenschaft kritisch beleuchtet. In engem Austausch mit den Teilnehmer*innen sollen die User Experience praktisch erforscht werden. Dazu geh{\"o}ren einerseits Fragen nach den Wahrnehmungsstrukturen und der intuitiven Nutzung der Seiten, ihrer Zeichen und Navigation. Andererseits wird explizit ein Augenmerk auf die angebotene Auswahl der Informationen von v.a. Einzelobjektseiten und das Vernetzungspotential verlinkter Daten als M{\"o}glichkeit der Kunstvermittlung gelegt.}, subject = {Visualisierung}, language = {de} } @article{BruhnMeierLawrence, author = {Bruhn, Thomas and Meier, Sebastian and Lawrence, Mark G.}, title = {Interactive network visualization on the integration of mindsets and sustainability : creating conditions for emergence through a relational narrative}, series = {Innovation : The European Journal of Social Science Research}, volume = {36}, journal = {Innovation : The European Journal of Social Science Research}, number = {1}, publisher = {Routledge, Taylor \& Francis Group}, address = {London}, issn = {1351-1610}, doi = {10.1080/13511610.2022.2101987}, pages = {71 -- 84}, abstract = {Transdisciplinary research processes often involve the integration of knowledge and stakeholders from various backgrounds. Here, we introduce the story of the research project AMA (A Mindset for the Anthropocene) on the role of mindsets in the context of sustainability and present an interactive visualization tool that we developed for stakeholder mapping and research communication. Through this platform, we provide access and navigation to everyone interested in this field of research and we have simultaneously created a channel for all stakeholders to co-create content. Here, we describe the design and functionalities of the platform and the participatory way it was developed as part of our stakeholder engagement. We discuss upon how such a design allows for reflection of potential biases in transdisciplinary research processes and simultaneously catalyzing self-organization in stakeholder networks.}, subject = {Stakeholder}, language = {en} } @inproceedings{Meier, author = {Meier, Sebastian}, title = {Semi-automatic spatial classification of heterogeneous spatial open government data : use case of Germany}, series = {Abstracts of the International Cartographic Association}, booktitle = {Abstracts of the International Cartographic Association}, publisher = {Copernicus Publications}, address = {G{\"o}ttingen}, issn = {2570-2106}, doi = {10.5194/ica-abs-5-59-2022}, pages = {2}, abstract = {As part of the research project Open Data Cloud Services (ODCS), we have been trying to overcome some of the limitations introduced through the heterogeneity of spatial open government data (sOGD). In this paper we describe some of the challenges of sODG and one of the tools we built to spatially organize heterogenous sOGD, to make it easier for users to find data and automatically integrate it into existing data structures and in the future allow for cross-dataset spatial analysis.}, subject = {Klassifikation}, language = {en} }