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How Digital Strategy and Management Games Can Facilitate the Practice of Dynamic Decision-Making
(2020)
This paper examines how digital strategy and management games that have been initially designed for entertainment can facilitate the practice of dynamic decision-making. Based on a comparative qualitative analysis of 17 games—organized into categories derived from a conceptual model of decision-making design—this article illustrates two ways in which these games may be useful in supporting the learning of dynamic decision-making in educational practice:
(1) Players must take over the role of a decider and solve situations in which players must pursue different conflicting goals by making a continuous series of decisions on a variety of actions and measures; (2) three of the features of the games are considered to structure players’ practice of decision-making and foster processes of learning through the curation of possible decisions, the offering of lucid feedback and the modification of time. This article also highlights the games’ shortcomings, from an educational perspective, as players’ decisions are restricted by the numbers of choices they can make within the game, and certain choices are rewarded more than others. An educational application of the games must, therefore, entail a critical reflection of players’ limited choices inside a necessarily biased system.
As Digital Twins gain more traction and their adoption in industry increases, there is a need to integrate such technology with machine learning features to enhance functionality and enable decision making tasks. This has lead to the emergence of a concept known as Digital Triplet; an enhancement of Digital Twin technology through the addition of an ’intelligent activity layer’. This is a relatively new technology in Industrie 4.0 and research efforts are geared towards exploring its applicability, development and testing of means for implementation and quick adoption. This paper presents the design and implementation of a Digital Triplet for a three-floor elevator system. It demonstrates the integration of a machine learning (ML) object detection model and the system Digital Twin. This was done to introduce an additional security feature that enabled the system to make a decision, based on objects detected and take preliminary security measures. The virtual model was designed in Siemens NX and programmed via Total Integrated Automation (TIA) portal software. The corresponding physical model was fabricated and controlled using a Programmable Logic Controller (PLC) S7 1200. A control program was developed to mimic the general operations of a typical elevator system used in a commercial building setting. Communication, between the physical and virtual models, was enabled using the OPC-Unified Architecture (OPC-UA) protocol. Object recognition using “You only look once” (YOLOV3) based machine learning algorithm was incorporated. The Digital Triplet’s functionality was tested, ensuring the virtual system duplicated actual operations of the physical counterpart through the use of sensor data. Performance testing was done to determine the impact of the ML module on the real-time functionality aspect of the system. Experiment results showed the object recognition contributed an average of 1.083s to an overall signal travel time of 1.338 s.
Pelleted biomass has a low, uniform moisture content and can be handled and stored cheaply and safely. Pellets can be made of industrial waste, food waste, agricultural residues, energy crops, and virgin lumber. Despite their many desirable attributes, they cannot compete with fossil fuel sources because the process of densifying the biomass and the price of the raw materials make pellet production costly.
Leaves collected from street sweeping are generally discarded in landfills, but they can potentially be valorized as a biofuel if they are pelleted. However, the lignin content in leaves is not high enough to ensure the physical stability of the pellets, so they break easily during storage and transportation. In this study, the use of eucalyptus kraft lignin as an additive in tree-leaf pellet production was studied. Results showed that when 2% lignin is added the abrasion resistance can be increased to an acceptable value. Pellets with added lignin fulfilled all requirements of European standards for certification except for ash content. However, as the raw material has no cost, this method can add value or contribute to financing continued sweeping and is an example of a circular economy scenario.
Campylobacter spp. are one of the most important food-borne pathogens, which are quite susceptible to environmental or technological stressors compared to other zoonotic bacteria. This might be due to the lack of many stress response mechanisms described in other bacteria. Nevertheless, Campylobacter is able to survive in the environment and food products. Although some aspects of the heat stress response in Campylobacter jejuni are already known, information about the stress response in other Campylobacter species are still scarce. In this study, the stress response of Campylobacter coli and Campylobacter lari to elevated temperatures (46°C) was investigated by survival assays and whole transcriptome analysis. None of the strains survived at 46°C for more than 8 h and approximately 20% of the genes of C. coli RM2228 and C. lari RM2100 were differentially expressed. The transcriptomic profiles showed enhanced gene expression of several chaperones like dnaK, groES, groEL, and clpB in both strains, indicating a general involvement in the heat stress response within the Campylobacter species. However, the pronounced differences in the expression pattern between C. coli and C. lari suggest that stress response mechanisms described for one Campylobacter species might be not necessarily transferable to other Campylobacter species.
Proper satellite-based crop monitoring applications at the farm-level often require near-daily imagery at medium to high spatial resolution. The combination of data from different ongoing satellite missions Sentinel 2 (ESA) and Landsat 7/8 (NASA) provides this unprecedented opportunity at a global scale; however, this is rarely implemented because these procedures are data demanding and computationally intensive. This study developed a robust stream processing for the harmonization of Landsat 7, Landsat 8 and Sentinel 2 in the Google Earth Engine cloud platform, connecting the benefit of coherent data structure, built-in functions and computational power in the Google Cloud. The harmonized surface reflectance images were generated for two agricultural schemes in Bekaa (Lebanon) and Ninh Thuan (Vietnam) during 2018–2019. We evaluated the performance of several pre-processing steps needed for the harmonization including the image co-registration,
Bidirectional Reflectance Distribution Functions correction, topographic correction, and band adjustment. We found that the misregistration between Landsat 8 and Sentinel 2 images varied from 10 m in Ninh Thuan (Vietnam) to 32 m in Bekaa (Lebanon), and posed a great impact on the quality of the final harmonized data set if not treated. Analysis of a pair of overlapped L8-S2 images over the Bekaa region showed that, after the harmonization, all band-to-band spatial correlations were greatly improved. Finally, we demonstrated an application of the dense harmonized data set for crop mapping and monitoring. An harmonic (Fourier) analysis was applied to fit the detected unimodal, bimodal and trimodal shapes in the temporal NDVI patterns during one crop year in Ninh Thuan province. The derived phase and amplitude values of the crop cycles were combined with max-NDVI as an R-G-B false composite image. The final image was able to highlight croplands in bright colors (high phase and amplitude), while the non-crop areas were shown with grey/dark (low phase and amplitude). The harmonized data sets (with 30 m spatial resolution) along with the Google Earth Engine scripts used are provided for public use.
Ausgangspunkt dieser Untersuchung ist die Analyse des Wissenstransfers von der Wissenschaft in die Praxis der Sozialen Arbeit am Beispiel des Netzwerkbegriffs. Durch die Analyse des Verständnisses von Netzwerken sowie der Nutzung von Netzwerkmetaphern soll der Wissenstransfer nachgezeichnet werden. Die Analyse schließt an den Diskurs der Verwendungsforschung an und versteht Wissenstransfer systemtheoretisch als strukturelle Kopplung zwischen den gesellschaftlichen Funktionssystemen der Sozialen Arbeit und der Wissenschaft. Wissenstransfer ist demnach die Irritation des Hilfesystems durch das Wissenschaftssystem, um Veränderungsprozesse zu initiieren. Dazu wird der wissenschaftliche Diskurs in Hand- und Wörterbüchern zum Thema Netzwerke analysiert und Ergebnissen aus leitfadengestützten Interviews in den Bereichen der Jugendhilfe und Gemeinwesenarbeit gegenübergestellt. Neben der Verwendung des Netzwerkbegriffes werden Netzwerkmetaphern in Wissenschaft und Praxis der Sozialen Arbeit untersucht. Es wird davon ausgegangen, dass Wissenstransfer sich auch in Metaphern manifestiert und Metaphern als Indikator für den Wissenstransfer dienen können.
Im Ergebnis zeigt sich, dass sich die Verwendung des Netzwerkbegriffs in Wissenschaft und Praxis deutlich unterscheidet. Während in der Wissenschaft ein breites Spektrum von unterschiedlichen theoretischen Ansätzen und Begründungszusammenhängen zur Erklärung der Wirkungsweisen von Netzwerken vorliegt, zeigt sich in der Praxis der Sozialen Arbeit eine rudimentäre Rezeption dieser Erkenntnisse.
Der Rückversicherungsmarkt steht auch weiterhin vor großen Herausforderungen – an dieser Stelle soll hiervon nur eine exemplarisch angerissen werden.
Die Erneuerung der Rückversicherungsverträge zum 1. Januar 2020 scheint für die Rückversicherung abermals enttäuschend zu verlaufen. Diese Entwicklung überrascht insofern, als dass sowohl im Retrozessionsbereich als auch auf dem (Industrie-)Erstversicherungsmarkt eine substantielle Preis- und Bedingungsverhärtung zu verzeichnen sind.
Im Regelfall folgt auf eine Preissteigerung im Retrozessionsbereich zunächst eine Preiserhöhung in der Rückversicherungsbranche, die dann letztendlich auch auf dem (Industrie-)Erstversicherungsmarkt eintritt. Allerdings scheint die derzeitige Entwicklung die Rückversicherer übersprungen zu haben. Somit steht der Rückversicherungsmarkt vor der Frage, ob und falls ja wann, die Preisanpassungen auch bei den Rückversicherungsverträgen wirksam werden.
Die Kölner Forschungsstelle Rückversicherung analysiert die aktuellen Entwicklungen des Rückversicherungsmarktes und begleitet diese gegebenenfalls durch Forschungsprojekte. Dabei verbindet die Kölner Forschungsstelle Rückversicherung ihre Forschungsaktivitäten mit der Rückversicherungspraxis. Hiermit und mit Hilfe der Durchführung des jährlichen Kölner Rückversicherungs-Symposiums und der Jahrestagung des Förderkreises Rückversicherung wird ein bidirektionaler Wissenstransfer zwischen Theorie und Praxis betrieben.
Die Inhalte dieser beiden wissenschaftlichen Veranstaltungen sowie die bearbeiteten Forschungsprojekte fließen in die Lehre an dem Institut für Versicherungswesen ein und komplettieren so die praxisorientierte Ausbildung in dem Bereich der Rückversicherung.
In der Kölner Forschungsstelle Rückversicherung sind derzeit sieben forschende, zwei für das Wissenschaftsmanagement zuständige Mitarbeiterinnen und Mitarbeiter und eine administrative Mitarbeiterin beschäftigt. Dabei werden sämtliche Personal-, Sach- und Reisekosten vollständig aus Drittmitteln des Förderkreises Rückversicherung finanziert.
In diesem Jahr hat sich die Kölner Forschungsstelle Rückversicherung im Rahmen ihrer sozialen und ökologischen Verantwortung mit den Themen Klimaschutz, Nachhaltigkeit und Gleichberechtigung auseinandergesetzt. Da diese Themen sowohl globale, nationale als auch individuelle Aufgaben sind, hat die Kölner Forschungsstelle Rückversicherung Ideen entwickelt und Maßnahmen ergriffen, um Klimaschutz, Nachhaltigkeit und Gleichberechtigung aktiv zu leben. Große Bedeutung wurde dabei der Wahrung des Qualitätsniveaus bei gleichzeitiger Verfolgung der selbstgesteckten Ziele in oben genannten Bereichen beigemessen. Unsere – noch am Anfang stehende – Initiative in Sachen Klimaschutz und Nachhaltigkeit äußert sich insbesondere in einem möglichst nachhaltigen Ressourcen- und Reisemanagement.
Dem Förderkreis Rückversicherung, der Hochschulleitung und -verwaltung, dem ivwKöln sowie den Mitarbeitern der Kölner Forschungsstelle Rückversicherung gilt unser Dank für die Unterstützung der Forschungsprojekte und Veranstaltungen im vergangenen Jahr.
With Google’s Flutter framework continuing to grow in popularity for companies and developers alike, the need for an understanding of how to utilize the framework in a large-scale context has become more relevant than ever. The purpose of this thesis is to document the crucial steps most development teams using Flutter in a large-scale application will face. Additionally, a fully documented, large-scale reference application was generated so that other developers may use it as an aid when creating their own Flutter projects on a similar scale. Multiple steps were taken to ensure that optimal solutions were chosen for each aspect of the development process. For each of those aspects, a wide range of possible solutions were explored, compared and analysed. Finally, one of the possible solutions was chosen based on a wide range of scientific papers and community-generated sources. Additionally, an interview with an expert in the field was conducted to further validate those decisions. After the application was fully implemented, ten crucial aspects of the development process were identified. Those ten aspects are now explained in detail in this thesis. Ultimately, the knowledge provided by this thesis can act as a map for peers using Flutter in a large-scale context and help them overcome the crossroads they will most likely come to face.
The increasing public awareness of business related impacts on environmental and social well-being, be it positive or negative, are nowadays key drivers of corporate success. Internal and external business environments exert pressure and force transparency as well as responsible action in terms of resolving environmental and social impacts. In line with this, Porter and Kramer regard business behaviour that addresses societal needs and challenges, as the “new way to achieve economic success”.
However, whereas some companies “remain trapped in an out-dated approach to value creation” and restrict their CSR commitment to the compliance with governmental regulation, others proactively address stakeholder needs. By addressing these needs, companies can benefit from grasping the opportunity of enhanced cost efficiency and lowered risk or gaining competitive advantages through establishing unique value propositions, in a way that meets stakeholder demands. Apart from that, CSR performance can be seen as powerful tool to successfully influence stakeholder perceptions in terms of reputation, and thus an exceptional source of value creation. In addition to this, organisations can profit from win-win-win situations related to syncretic value creation by means of partnering with stakeholders. This, however, implies expanding the focus of cost- and risk-reduction towards increasing competitiveness through creating mutual benefits for environment, society and the economy alike.
Although a growing number of companies have recognised the advantages coming along with Corporate Social Responsibility engagement, the accompanying efforts have not been sufficiently mature yet. Due to the fact that many organizations apply a rather narrow and out-dated approach to value creation, they fail to achieve a balance between environmental, social and economic objectives. This, in turn, implies a restriction in their ability to exploit the full value creation potential that is related to CSR engagement. But even organisations applying a broader perspective of value creation, struggle to internalise the opportunities. This is mainly due the challenge of balancing and integrating economic and non-economic criteria. At the same time, organizations are facing the challenge of getting support from senior management and staff. Thus, in order to profit from adopting a ‘broad perspective’, firms must build a deep understanding of the benefits resulting from mutual value creation. However, the main challenge remains the systematic and strategy related integration of Corporate Social Responsibility strategies into core business processes. In respect to this, organizations have to take into account that “social and environment performance are almost certainly unique to each organization”. Thus, value creation in terms of CSR has to be understood as a highly complex set of cause-an-effect relationships among mediating variables and situational contingencies, which is too specific to rely on poorly structured and generic approaches.
In brief, organisations seem to struggle establishing an understanding that does not consider environmental, social and economic benefits as mutually exclusive. Notwithstanding, that such an understanding is established the complexity of factors influencing Corporate Social Responsibility impedes to balance between economic and non-economic criteria. Furthermore, organisations have difficulties to strategically integrate, manage and measure environmental and social performance drivers as well as outcome measures.
Risikobasierte Authentifizierung (RBA) ist eine adaptive Sicherheitsmaßnahme zur Stärkung passwortbasierter Authentifizierung. Sie zeichnet Merkmale während des Logins auf und fordert zusätzliche Authentifizierung an, wenn sich Ausprägungen dieser Merkmale signifikant von den bisher bekannten unterscheiden. RBA bietet das Potenzial für gebrauchstauglichere Sicherheit. Bisher jedoch wurde RBA noch nicht ausreichend im Bezug auf Usability, Sicherheit und Privatsphäre untersucht. Dieser Extended Abstract legt das geplante Dissertationsvorhaben zur Erforschung von RBA dar. Innerhalb des Vorhabens konnte bereits eine Grundlagenstudie und eine darauf aufbauende Laborstudie durchgeführt werden. Wir präsentieren erste Ergebnisse dieser Studien und geben einen Ausblick auf weitere Schritte.