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Coupling is one of the most frequently mentioned metric in software systems. However, to measure logical coupling between microservices, runtime information is needed or the availability of service-log files to analyze the calls between services is required. This work presents our emerging results, in which we propose a metric to statically calculate logical coupling between microservices based on commits to versioning systems. We performed an initial validation of the proposed metric with a dataset containing 145 open-source microservices projects. The results illustrate how logical coupling affects every system and increases overtime. However, we did not find a correlation between the number of commits or the number of developers and the introduction of logical coupling. In future, we investigate why, how, and when logical coupling is introduced in a system.
Der Presse kam zu Beginn des 20. Jahrhunderts eine außerordentlich wichtige Rolle in der Auseinandersetzung zwischen den politischen Lagern, Sozialdemokratie, Deutschnationalismus und Christlich-Soziale Bewegung zu. Jedes der drei Lager hatte ihm mal mehr mal weniger zugeordnete Zeitungen, die reichsweit erschienen oder kleinere Lokal- und Provinzblätter waren. Der Pius-Verein zur Unterstützung der katholischen Presse engagierte sich in dieser Auseinandersetzung für die Sache des politischen Katholizismus. Seine Methoden bestanden in der politischen Agitation und im Sammeln von Spenden für katholische Zeitungen. Im Kronland Tirol war einer der aktivsten Ableger des Pius-Vereins tätig, mit Ortsgruppen in fast jeder Gemeinde.
Statistische Methodenkompetenz wird im Controlling zunehmend bedeutender, so ist die evidenzbasierte Prognose durch algorithmische Analyse von Datenbeständen ein Schwerpunkt von Controlling Analytics. Die Fallstudie durchleuchtet daher anhand von Datenmaterial des Schweizer Bundesamts für Statistik das Vorgehen bei einer Datenanalyse, insbesondere beim Einsatz der Zeitregression für Prognosezwecke, und geht dabei auf methodische Besonderheiten, Caveats und Einsatzmöglichkeiten in Microsoft Excel ein. Die Fallbeschreibung und Aufgaben sind im WiSt-Heft Nr. 4/23 zu finden.
Controlling Analytics: Einsatz für Prognosen im Controlling - Teil 1: Fallbeschreibung und Aufgaben
(2023)
Statistische Methodenkompetenz wird im Controlling zunehmend bedeutender, so ist die evidenzbasierte Prognose durch algorithmische Analyse von Datenbeständen ein Schwerpunkt von Controlling Analytics. Die Fallstudie durchleuchtet daher anhand von Datenmaterial des Schweizer Bundesamts für Statistik das Vorgehen bei einer Datenanalyse, insbesondere beim Einsatz der Zeitregression für Prognosezwecke, und geht dabei auf methodische Besonderheiten, Caveats und Einsatzmöglichkeiten in Microsoft Excel ein.
Rückblicke zur 5. ogsaTAGUNG
(2021)
Quasilineare Tauchankerspule
(2020)
A Telecom optical fibers are still being the best transmission medium of digital data and analogue signals for long distance applications. Progress in integrated photonics enables development of photonic chips with new unique properties, circuits of the future, and overcomes current limits in information and communication technologies. The packaging of photonic chips is necessary for taking them out of research laboratories into real implementation in the information and communication technology applications. One important step of packaging is effective coupling of optical radiation between telecom optical fiber with ten microns core dimension and photonic chip optical waveguide with submicron dimensions. For complex photonic chips, it is necessary to couple not one optical fiber but several optical fibers, which are arranged in fiber arrays. In this case, it is necessary to use a 6D positioning system, which allows to optimally adjust the relative position of the photonic chip and the fiber arrays. After setting the optimal relative position of the photonic chip and the fiber array, the process of their fixation follows. One possibility of fixation is gluing with an adhesive in the optical path between the photonic chip and an array of optical fibers with a refractive index close to the refractive index of the optical fiber core. This paper is focused on the experimental test set-up for the temperature characterization of fiber array to photonics chip butt coupling at 1310 nm and 1550 nm wavelengths fixed themselves by UV adhesive in the optical path. The main aims of this works are selection of better adhesive from two types for gluing of photonic chip and fiber array in packaging process of photonics chips and validation of gluing process developing. The coupling and alignment of fiber arrays to photonics chip were done by automated active alignments system and they were fixed themselves by curable epoxy adhesive. Temperature changes of coupling insertion losses are measured and investigated for two different UV adhesives during three temperature cycles from -40 °C to 80 °C in climatic chamber according to Telcordia. Spectral dependence of insertion losses were measured and compared before and after three temperature cycles for 1530 nm to 1570 nm spectral range at room temperature.
This work was supported by the Slovak Research and Development Agency under the contracts APVV-17-0662 and SK-AT-20-0017 and by the COST Action “European Network for High Performance Integrated Microwave Photonics” (EUIMWP) CA16220.
The main aims of this work are the validation of the developed process of gluing a single-mode optical fiber array with a photonic chip and the selection of a more suitable adhesive from the two adhesives being compared. An active alignment system was used for adjusting the two optical fiber arrays to a photonics chip. The gluing was done by two compared UV curable adhesives applied in the optical path. The insertion losses of glued coupling were measured and investigated at two discrete wavelengths 1310 nm and 1550 nm during temperature testing in the climatic chamber according to Telcordia GR_1209_Corei04 [3]. The measurement, investigation, and comparison of insertion losses of the glued coupling at the spectral band from 1530 nm to 1570 nm were done immediately after gluing process and after three temperature cycles in the climatic chamber with one month delay.
In this paper we report on the experimental test set-up for the temperature characterization of fiber array to photonics chip butt coupling at 1310 nm and 1550 nm wavelengths. The alignment and gluing of fiber arrays to photonics chip were done by automated active alignments system and they were fixed themselves by UV curable epoxy adhesive. Temperature changes of coupling insertion losses are measured and investigated for two different UV adhesives during three temperature cycles from -40 °C to 80 °C in climatic chamber. Spectral dependence of insertion losses was measured and compared before and after three temperature cycles for 1530 nm to 1570 nm spectral range at room temperature.
The paper deals with designing and numerical modelling a 2 x 2 optical switch for photonic integrated circuits based on 2 x 2 MMI elements and phase modulators. The 2 x 2 optical switch was modelled in the RsoftCAD with the simulation tool BeamPROP. The 2 x 2 optical switch is a common element for creating more complex 1 x N or N x N optical switches in all-optical signal processing.
The paper deals with the optimization of 2x2 optical switch for photonic integrated circuits based on two 2x2 MMI splitters and two phase-modulators. The optical switch was modelled in the RSoftCAD with the simulation tool BeamPROP. The optimization was done to minimise the insertion losses and broaden the spectral band at 1550 nm by using linear tapers in a 2x2 MMI splitter topology. The 2x2 optical switch is a common element for creating more complex 1xN or NxN optical switches in all-optical signal processing.
In this work, parametric excitation is introduced in a fully balanced flexible rotor mounted on two identical active gas foil bearings. The active gas foil bearings change the top foil shape harmonically with a specific amplitude and frequency. The deformable foil shape is approximated by an analytical function, while the gas pressure distribution is evaluated by the numerical solution of the Reynolds equation for compressible flow. The harmonic variation of the foil shape generates a respective variation in the bearings’ stiffness and damping properties and the system experiences parametric resonances and antiresonances in specific excitation frequencies. The nonlinear gas bearing forces generate bifurcations in the solutions of the system at certain rotating speeds and excitation frequencies; period doubling and Neimark-Sacker bifurcations are noticed in the examined system, and their progress is evaluated as the two bifurcation parameters (rotating speed and parametric excitation frequency) are changed, though a codimension-2 numerical continuation of limit cycles. It is found that at specific range of excitation frequency there are parametric anti-resonances and the bifurcations collide and vanish. Therefore, a bifurcation-free operating range is established and the system can operate stable at a wide speed range.
With the emergence of the recent Industry 4.0 movement, data integration is now also being driven along the production line, made possible primarily by the use of established concepts of intelligent supply chains, such as the digital avatars. Digital avatars – sometimes also called Digital Twins or more broadly Cyber-Physical Systems (CPS) – are already successfully used in holistic systems for intelligent transport ecosystems, similar to the use of Big Data and artificial intelligence technologies interwoven with modern production and supply chains. The goal of this paper is to describe how data from interwoven, autonomous and intelligent supply chains can be integrated into the diverse data ecosystems of the Industry 4.0, influenced by a multitude of data exchange formats and varied data schemas. In this paper, we describe how a framework for supporting SMEs was established in the Lake Constance region and describe a demonstrator sprung from the framework. The demonstrator project’s goal is to exhibit and compare two different approaches towards optimisation of manufacturing lines. The first approach is based upon static optimisation of production demand, i.e. exact or heuristic algorithms are used to plan and optimise the assignment of orders to individual machines. In the second scenario, we use real-time situational awareness – implemented as digital avatar – to assign local intelligence to jobs and raw materials in order to compare the results to the traditional planning methods of scenario one. The results are generated using event-discrete simulation and are compared to common (heuristic) job scheduling algorithms.
Daten im B2B-Ökosystem teilen und nutzen: Wie KMU Voraussetzungen schaffen und Hürden überwinden
(2024)
«Big Data» haben ein großes Potenzial, um die Wertschöpfung effizienter zu gestalten oder um Innovationen hervorzubringen. Daten werden oft an der Schnittstelle zwischen mehreren Akteuren in Business-to-Business-Ökosystemen generiert und sie müssen zwischen den Akteuren geteilt werden. Unternehmen tun sich jedoch schwer damit, Daten in Werte zu transferieren und die Daten im Ökosystem zu teilen. Ursächlich sind weniger technische Gründe als organisationale Rahmenbedingungen. Der Beitrag identifiziert fünf Perspektiven, die Hürden und Voraussetzungen in diesem Prozess darstellen: (1) eine datengetriebene Organisationskultur, (2) Vertrauen zwischen den Akteuren, (3) die Konkretisierung des Wertes von Daten, (4) Datensicherheit und (5) rechtliche und Governance-Aspekte. Eine Fallstudie eines typischen Daten-Ökosystems um ein produzierendes KMU konkretisiert diese Voraussetzungen und Hürden. Es zeigt sich, dass sich Unternehmen, die Daten im Ökosystem teilen möchten, ganzheitlich verändern müssen.
The design and development of smart products and services with data science enabled solutions forms a core topic of the current trend of digitalisation in industry. Enabling skilled staff, employees, and students to use data science in their daily work routine of designing such products and services is a key concern of higher education institutions, including universities, company workshop providers and in further education. The scope and usage scenario of this paper is to assess software modules (‘tools’) for integrated data and analytics as service (DAaaS). The tools are usually driven by machine learning, may be deployed in cloud infrastructures, and are specifically targeted at particular needs of the industrial manufacturing, production, or supply chain sector.
The paper describes existing theories and previous work, namely methods used in didactics, work done for visually designing and using machine learning algorithms (no-code / low- code tools), as well as combinations of these two topics. For tools available on the market, an extended assessment of their suitability for a set of learning scenarios and personas is discussed.
The role of entrepreneurs and intrapreneurs in the current zeitgeist is to drive innovation, re-shape rigid, established processes in business as well as for consumers. They use new viewpoints to pioneer new (business) models which focus on ‘smartness’ rather than the purely monetary and short-sighted models of yesteryear. Fostering and supporting the culture of this current zeitgeist is a mayor challenge for entre- and intrapreneurial support infrastructures, namely startup centres and innovation hubs of universities and other public institutions as well as innovation centres of private companies. Hereby, support may range from access to funding over provision of resources such as offices or computing hardware to coaching in the development of business ideas and strategic roadmaps for product and service deployment. In this paper, we focus on describing the status-quo of afore- mentioned support infrastructures in Vorarlberg and the Lake Constance region, then extend the scope to existing (international) approaches for aiding founders and inno- vators in the development of smart services. An analysis of success stories of the Vorarlberg startup centre ‘startupstube’ and other initiatives including their compar- ison to international counterparts builds the basis for a methodological framework for (service science) coaching in entre- and intrapreneurial support infrastructures. The paper is concluded by the description of a framework for choosing the right methods and tools to create service value in entre-/intrapreneurship based upon tested, proven know-how and for defining support infrastructure needs based upon pre-defined stakeholder and target groups as well as the (industry) sectors of the innovators.
This chapter is about school suspension through a social work lens. Young people like Martin require the collective to belong, to be a member of a group, to realise their social needs. This is the basic requirement of human mental and social stability. Suspension stands in opposition because it legitimises social exclusion and disregards the linkage between the individual and collective (Bunge 2003). This chapter advocates for a whole systems approach to tackle social problems and develop sustainable interventions that facilitate young peoples’ needs realisation at school.
Objectives: The MetabQoL 1.0 is the first disease-specific health related quality of life (HrQoL) questionnaire for patients with intoxication-type inherited metabolic disorders. Our aim was to assess the validity and reliability of the MetabQoL 1.0, and to investigate neuropsychiatric burden in our patient population. Methods: Data from 29 patients followed at a single center, aged between 8 and 18 years with the diagnosis of methylmalonic acidemia (MMA), propionic acidemia (PA) or isovaleric acidemia (IVA), and their parents were included. The Pediatric Quality of Life Inventory (PedsQoL) was used to evaluate the validity and reliability of MetabQoL 1.0.
Results: The MetabQoL 1.0 was shown to be valid and reliable (Cronbach's alpha: 0.64–0.9). Fourteen out of the 22 patients (63.6%) formally evaluated had neurological findings. Of note, 17 out of 20 patients (85%) had a psychiatric disorder when evaluated formally by a child and adolescent psychiatrist. The median mental scores of the MetabQoL 1.0 proxy report were significantly higher than those of the self report (p = 0.023). Patients with neonatal-onset disease had higher MetabQoL 1.0 proxy physical (p = 0.008), mental (p = 0.042), total scores (p = 0.022); and self report social (p = 0.007) and total scores (p = 0.043) than those with later onset disease.
Conclusions: This study continues to prove that the MetabQoL 1.0 is an effective tool to measure what matters in intoxication-type inherited metabolic disorders. Our results highlight the importance of clinical assessment complemented by patient reported outcomes which further expands the evaluation toolbox of inherited metabolic diseases.
In den letzten Jahren lässt sich insbesondere in den Industrienationen ein wachsendes Interesse für Umweltfragen feststellen. In der betriebswirtschaftlichen Praxis äußert sich dies in der Initiierung verschiedener unternehmerischer Umweltinitiativen, über die regelmäßig in der einschlägigen Wirtschaftspresse zu lesen ist. Zugleich findet sich im Bereich der Wirtschaftswissenschaften ein breiter Literaturkörper, der die Auswirkungen einer verstärkten unternehmerischen Umweltorientierung auf den finanzwirtschaftlichen Erfolg kontrovers diskutiert. So existieren unterschiedlichste Theorien, die von einem positiven oder aber negativen Zusammenhang ausgehen. Empirische Untersuchungen zu dieser Fragestellung sind für Deutschland hingegen kaum auffindbar. Die Studie nimmt sich dieser Lücke an. Dabei werden zu Beginn wesentliche Begrifflichkeiten und Konzepte erläutert. Zudem erfolgt eine ausführliche Diskussion des aktuellen theoretischen Forschungsstands über mögliche Zusammenhänge von unternehmerischer Umweltleistung und finanzwirtschaftlichem Erfolg. Dem werden bisherige empirische Erkenntnisse gegenübergestellt. Den Kern der Untersuchung bilden zwei empirische Analysen am deutschen (Kapital-)Markt. Zunächst wird im Rahmen einer Ereignisstudie für den Zeitraum von 1993 bis 2008 untersucht, inwiefern sich Unternehmenswertänderungen am Aktienmarkt nach der Verleihung von Umweltpreisen feststellen lassen. Innerhalb der zweiten Analyse wird anhand von Querschnittsdaten der Jahre 2006 bis 2008 überprüft, ob ein Zusammenhang zwischen bilanziellen bzw. kapitalmarktbasierten Kennzahlen und sogenannten Umweltratings besteht. Besonderer Wert wird bei beiden Untersuchungen auf die Robustheit der Ergebnisse gelegt, weshalb u. a. der robuste MM-Schätzer sowie Bootstrap-Testverfahren Verwendung finden. Das Buch trägt dazu bei, eine häufig polemisch geführte Diskussion auf eine wissenschaftlich fundierte Basis zu stellen. Anleger erhalten zudem Anhaltspunkte, ob eine Investition in verhältnismäßig "grüne" Unternehmen mit finanziellen Nachteilen verbunden sein muss.
Der Unternehmensbewertung kommt seit jeher ein hoher Stellenwert unter den Disziplinen der Betriebswirtschaftslehre zu. Obwohl die Unternehmensbewertung als gut erforschtes Fachgebiet bezeichnet werden kann, gibt es durchaus noch Teilbereiche, denen bisher noch keine ausreichende Beachtung geschenkt worden ist. Hierzu zählt insbesondere die Fragestellung, inwiefern Steuern Einfluss auf das Wertwachstum bei der Bewertung ausüben. Die vorliegende Arbeit versucht diesen Bereich durch eine umfassende Analyse näher zu beleuchten. Dabei werden zunächst die wichtigsten Grundlagen von Unternehmensbewertung, Wachstum und Steuern dargelegt. Die erlangten Erkenntnisse werden anschließend in einem Bewertungsmodell zusammengeführt und interpretiert. Es erfolgt dabei stets eine Gegenüberstellung der steuerlichen Rahmenbedingungen vor und nach der Unternehmenssteuerreform 2008. Um nicht nur den Bedürfnissen der Wissenschaft, sondern ebenfalls denen der Praxis gerecht zu werden, werden die Grundsätze zur Durchführung von Unternehmensbewertungen des Instituts der Wirtschaftsprüfer (IDW S 1) kritisch in die Analyse mit einbezogen.
Der vorliegende Beitrag stellt das Konzept eines Flipped Classroom-Ansatzes für die Lehrveranstaltung „Grundlagen der Wirtschaft und finanziellen Unternehmensführung“ im Masterstudiengang Wirtschaftsinformatik der Fachhochschule Vorarlberg vor. Es werden die Rahmenbedingungen der Lehrveranstaltung erläutert und die didaktischen Überlegungen sowie Zielsetzungen diskutiert. Besonderes Augenmerk wird auf die Vorteile des Blended Learning sowie die Bedeutung von Feedback gelegt. Anschließend werden die Inhalte, der Aufbau sowie die verwendeten Materialien und Tools beschrieben. Es wird gesondert auf den Feedbackprozess eingegangen. Abschließend erfolgt eine Bewertung des Lehrveranstaltungskonzepts anhand der Dimensionen technischer Ablauf, Engagement der Studierenden, Klausurerfolg und Lehrveranstaltungsevaluation. Auf dieser Basis werden mögliche Verbesserungen für die Zukunft abgeleitet. Insgesamt wird deutlich, dass der Flipped Classroom-Ansatz eine effektive Methode ist, die mit Standardtools umgesetzt werden kann und die den Lernerfolg und die Zufriedenheit der Studierenden fördert.
Die vorliegende Studie untersucht die Auswirkungen der Covid-Pandemie auf die Finanzierungssituation von Unternehmen in Vorarlberg. Besonderes Augenmerk wird dabei auf kleine und mittlere Unternehmen sowie deren Eigenkapitalausstattung gelegt. Die Analyse erfolgt anhand einer quantitativen Befragung von 569 Unternehmen im Zeitraum Ende Oktober/Anfang November 2021. Ein Großteil der befragten Unternehmen schätzt die Finanzierungssituation insgesamt als befriedigend oder besser ein. Eigenkapital wird die höchste Relevanz aller Finanzierungsquellen zugesprochen. Obwohl 39% der befragten Unternehmen eine Eigenkapitalerhöhung für Ihr Unternehmen als nötig erachten, haben aktuell nur 14% Überlegungen in diese Richtung. Die Ergebnisse der Studie weisen darauf hin, dass eine Beseitigung der steuerlichen Bevorzugung von Fremdkapital (Debt Bias) einen relevanten Anreiz für Eigenkapitalerhöhungen liefern könnte.
We present a new concept of 3D polymer-based 1 × 4 beam splitter for wavelength splitting around 1550 nm. The beam splitter consists of IP-Dip polymer as a core and polydimethylsiloxane (PDMS) Sylgard 184 as a cladding. The splitter was designed and simulated with two different photonics tools and the results show high splitting ratio for single-mode and multi-mode operation with low losses. Based on the simulations, a 3D beam splitter was designed and realized using direct laser writing (DLW) process with adaptation to coupling to standard single-mode fiber. With respect to the technological limits, the multi-mode splitter having core of (4 × 4) μm 2 was designed and fabricated together with supporting stable mechanical construction. Splitting properties were investigated by intensity monitoring of splitter outputs using optical microscopy and near-field scanning optical microscopy. In the development phase, the optical performance of fabricated beam splitter was examined by splitting of short visible wavelengths using red light emitting diode. Finally, the splitting of 1550 nm laser light was studied in detail by near-field measurements and compared with the simulated results. The nearly single-mode operation was observed and the shape of propagating mode and mode field diameter was well recognized.
Organic acidurias (OAs), urea-cycle disorders (UCDs), and maple syrup urine disease (MSUD) belong to the category of intoxication-type inborn errors of metabolism (IT-IEM). Liver transplantation (LTx) is increasingly utilized in IT-IEM. However, its impact has been mainly focused on clinical outcome measures and rarely on health-related quality of life (HRQoL). Aim of the study was to investigate the impact of LTx on HrQoL in IT-IEMs. This single center prospective study involved 32 patients (15 OA, 11 UCD, 6 MSUD; median age at LTx 3.0 years, range 0.8–26.0). HRQoL was assessed pre/post transplantation by PedsQL-General Module 4.0 and by MetabQoL 1.0, a specifically designed tool for IT-IEM. PedsQL highlighted significant post-LTx improvements in total and physical functioning in both patients' and parents' scores. According to age at transplantation (≤3 vs. >3 years), younger patients showed higher post-LTx scores on Physical (p = 0.03), Social (p < 0.001), and Total (p =0.007) functioning. MetabQoL confirmed significant post-LTx changes in Total and Physical functioning in both patients and parents scores (p ≤ 0.009). Differently from PedsQL, MetabQoL Mental (patients p = 0.013, parents p = 0.03) and Social scores (patients p = 0.02, parents p = 0.012) were significantly higher post-LTx. Significant improvements (p = 0.001–0.04) were also detected both in self- and proxy-reports for almost all MetabQoL subscales. This study shows the importance of assessing the impact of transplantation on HrQoL, a meaningful outcome reflecting patients' wellbeing. LTx is associated with significant improvements of HrQol in both self- and parentreports. The comparison between PedsQL-GM and MetabQoL highlighted that MetabQoL demonstrated higher sensitivity in the assessment of diseasespecific domains than the generic PedsQL tool.
Welche Politikziele geben Fachkräfte der Sozialen Arbeit an Eltern weiter, konkret was wird in Beratungen von Eltern explizit und implizit thematisiert und empfohlen? Der Artikel fokussiert auf die Herstellung von Geschlechterarrangements im Rahmen von Beratungssettings auf zwei Ebenen: einerseits zwischen Fachkräften und Eltern und andererseits zwischen den beratenen Eltern. Ausgehend von einer Heuristik, welche die Wirkung steuerungspolitischer Interventionen als Resultat der Deutung seitens der Adressierten begreift, stellt der Beitrag ein Instrument vor, mit dem Deutungen familienpolitischer Leistungen in der Beratung von Sozialarbeiter:innen und adressierten Eltern reflektiert werden können: das familienpolitische Brettspiel. Damit bietet das Beratungsinstrument eine Hilfestellung zur geschlechtersensiblen Adressierung der Eltern in Bezug auf ihre Arbeitsteilung.
Steigende Komplexität von Geschäftsmodellen und in der Niedrigzinsphase stets zulegende Renditeerwartungen an kapitalmarktorientierte Unternehmen führen dazu, dass sich deren Berichterstattung anpasst. Unter anderem ist eine verstärkte Verbreitung und Anwendung von Key Performance Indicators (alternative Führungsgrößen) in der Praxis zu beobachten. Wenigen, zwar prägnanten, aber eben nicht einheitlich definierten oder gar nach geltenden Rechnungslegungsnormen objektiv zu gewinnende Messgrößen kommt eine gesteigerte Bedeutung im externen Berichtswesen zu. Der Beitrag liefert eine Bestandesaufnahme der meist verwendeten Key Performance Indicators in der Praxis in Deutschland, in Österreich und in der Schweiz.
Mit Eintritt in den ersten Covid-19-Lockdown im März 2020 und den darauffolgenden Semestern im überwiegenden Distance-Betrieb, wurde ein nie dagewesenes didaktisches Experiment gestartet. Eine seit 2017 abgehaltenen Lehrveranstaltung im Bachelorstudiengang Internationale Betriebswirtschaft an der Fachhochschule Vorarlberg simulierte bereits in "Vor-Pandemie-Semestern" das Arbeiten und Interagieren in virtuellen Teams. Die hieraus vorliegenden Reflexionsberichte ergeben zusammen mit den Hausarbeiten, welche die Studierenden der Lehrveranstaltung in 2020 im Lichte eines kompletten Online Semesters in virtuellen Teams erstellt haben die Basis für sieben Thesen zur Auswirkung einer digitalen und virtuellen Zusammenarbeit für Ausbildung und Berufstätigkeit.
A modified matrix adaptation evolution strategy with restarts for constrained real-world problems
(2020)
In combination with successful constraint handling techniques, a Matrix Adaptation Evolution Strategy (MA-ES) variant (the εMAg-ES) turned out to be a competitive algorithm on the constrained optimization problems proposed for the CEC 2018 competition on constrained single objective real-parameter optimization. A subsequent analysis points to additional potential in terms of robustness and solution quality. The consideration of a restart scheme and adjustments in the constraint handling techniques put this into effect and simplify the configuration. The resulting BP-εMAg-ES algorithm is applied to the constrained problems proposed for the IEEE CEC 2020 competition on Real-World Single-Objective Constrained optimization. The novel MA-ES variant realizes improvements over the original εMAg-ES in terms of feasibility and effectiveness on many of the real-world benchmarks. The BP-εMAg-ES realizes a feasibility rate of 100% on 44 out of 57 real-world problems and improves the best-known solution in 5 cases.
In this paper, we consider the question of data aggregation using the practical example of emissions data for economic activities for the sustainability assessment of regional bank clients. Given the current scarcity of company-specific emission data, an approximation relies on using available public data. These data are reported in different standards in different sources. To determine a mapping between the different standards, an adaptation to the Covariance Matrix Self-Adaptation Evolution Strategy is proposed. The obtained results show that high-quality mappings are found. Nevertheless, our approach is transferable to other data compatibility problems. These can be found in the merging of emissions data for other countries, or in bridging the gap between completely different data sets.
Recent developments in the area of Natural Language Processing (NLP) increasingly allow for the extension of such techniques to hitherto unidentified areas of application. This paper deals with the application of state-of-the-art NLP techniques to the domain of Product Safety Risk Assessment (PSRA). PSRA is concerned with the quantification of the risks a user is exposed to during product use. The use case arises from an important process of maintaining due diligence towards the customers of the company OMICRON electronics GmbH.
The paper proposes an approach to evaluate the consistency of human-made risk assessments that are proposed by potentially changing expert panels. Along the stages of this NLP-based approach, multiple insights into the PSRA process allow for an improved understanding of the related risk distribution within the product portfolio of the company. The findings aim at making the current process more transparent as well as at automating repetitive tasks. The results of this paper can be regarded as a first step to support domain experts in the risk assessment process.
In 2021, a prominent Austria dairy producer suffered from an IT attack and was completely paralysed. Without clearly defined mitigation measures in place, major disruptions were caused alongside the whole supply chain, including logistics service providers, governmental food safety bodies, as well as retailers (i.e., supermarkets and convenience stores). In this paper, we ask the question how digitisation and digital transformation impact IT security, especially when considering the complex company ecosystems of food production and food supply chains in Austria. The problem statement stems from a gap in knowledge of key differences in approaches towards IT security, resilience, risk management and especially business interfaces between food suppliers, supermarkets, distributors, logistics and other service providers. In order to answer related research questions, firstly, the authors conduct literature research, and highlight common guidelines and standardisation as well as look at state-based recommendations for critical infrastructure. In a second step, the paper describes a quantitative and qualitative survey with Austrian food companies (producers and retailers) which is described in detail in the paper. A description of recommended measures for the industry, further steps, as well as an outlook conclude the paper.
Selbst sicher sein
(2019)