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11 Ergebnisse
Bereich: Suchergebnisse
Publikation A flexible, extendable and adaptable model to support AI coaching(Springer, 2023) Duhan, Ritu; Pande, Charuta; Martin, Andreas; Hinkelmann, Knut; López-Pellicer, Francisco J.; Polini, AndreaWe present a model based on coaching definitions, concepts, and theories to support AI coaching. The model represents the evidence-based coaching practice in different coaching domains by identifying the common elements in the coaching process. We then map the elements of the coaching model with Conversational AI design and development strategies to highlight how an AI coach can be instantiated from the model. We showcase the instantiation through an example use case of an HIV coaching chatbot.04B - Beitrag KonferenzschriftPublikation Short duration, lasting impression. The role of short-term study trips in cross-cultural learning(Springer Cham, 2024) Meyer, Dario; Frey, Alice Lydia; Meyer, Rolf; Hinkelmann, Knut; Smuts, Hanlie04B - Beitrag KonferenzschriftPublikation Predictors of workplace satisfaction. Working onsite versus working from home(Springer Cham, 2024) Wittmann, Xinhua; Klyushina, Daria; Hinkelmann, Knut; Smuts, HanlieThe Covid-19 pandemic has not only taught us about viral infections, but also provided employers with unique opportunities to experiment with different work modes. What leads employees to be more satisfied: working onsite or working from home? The aim of this paper is to elucidate how the work environment impacts workplace satisfaction. In the framework of Herzberg’s motivation theory, we define the physical, digital, and social environment as the most important hygiene factors. In our study, we investigate the relationship between these hygiene factors and workplace satisfaction. Based on the survey data from office workers in Switzerland, we identify the predictors of workplace satisfaction for working onsite and working from home respectively. Our statistical analysis shows that the three hygiene factors have a significant positive impact on workplace satisfaction both for working onsite and working from home. Specifically, the workplace design in the context of the physical environment stands out to have the strongest effect on the workplace satisfaction for onsite work. In contrast, for working from home, the software availability in the context of the digital environment exerts the greatest influence on workplace satisfaction. Thus, workplace satisfaction can be maximized by targeted optimization of specific aspects of the work environment depending on the work mode.04B - Beitrag KonferenzschriftPublikation A cyber attack simulation for teaching cybersecurity(2023) Scherb, Christopher; Heitz, Luc; Grimberg, Frank; Grieder, Hermann; Maurer, Marcel; Gerber, Aurona; Hinkelmann, KnutWith the rising number of cyberattacks, such as ransomware attacks and cyber espionage, educating non-cybersecurity professionals to recognize threats has become more important than ever before. However, traditional training methods, such as phishing awareness campaigns, training videos and assessments have proven to be less effective over time. Therefore, it is time to rethink the approach on how to train cyber awareness. In this paper we suggest an alternative approach -- a serious game -- to educate awareness for common cyberattacks. While many serious games for cybersecurity education exist, all follow a very similar approach: showing people the effects of a cyber attack on their own system or company network. For example, one of the main tasks in these games is to sort out phishing mails. We developed and evaluated a new type of cybersecurity game: an attack simulator, which shows the entire setting from a different perspective. Instead of sorting out phishing mails the players should write phishing mails to trick potential victims and use other forms of cyberattacks. Our game explains the intention of each attack and shows the consequences of a successful attack. This way, we hope, players will get a better understanding on how to detect cyberattacks.04B - Beitrag KonferenzschriftPublikation Agile management in cybersecurity(2023) Asprion, Petra; Giovanoli, Claudio; Scherb, Christopher; Bhat, Sourabha; Gerber, Aurona; Hinkelmann, KnutCybersecurity management has emerged as a topic of growing importance on a global scale. Applying traditional management practices to cybersecurity is often too cumbersome and can lead to significant delays. Today's enterprises must be able to adapt to ever-evolving digital threats and act with corresponding agility and flexibility. Agile methods are well suited for projects without a defined scope, duration, tasks, and resources and has been identified as suitable for meeting the management challenges of cybersecurity teams. Based on an in-depth literature review, this study assumed that adopting an agile approach to cybersecurity helps organizations manage cybersecurity effectively. A first prototypical model was developed and evaluated which combines agile methods with cybersecurity functions - based on a recognized reference model.04B - Beitrag KonferenzschriftPublikation Success factor focus and attention in study and in the work context - a call for action at institutes of higher education in a more and more digitalized world(2023) Krebs, Michael; Kuhn, Christine; Sitte, Michael; Gerber, Aurona; Hinkelmann, KnutDigitization offers new opportunities in the context of students' learning opportunities and strategies, but also risks and challenges. Undisturbed attention is becoming a scarce resource due to multiple opportunities for influence and distraction (e.g., new social media, "attention economy") and is increasingly limiting the learning success of students. "Stolen Focus", low "Attention Span", increased levels of stress and signals of exhaustion and depression in the face of performance and learning demands that tend to remain the same or comparable over the years are signs of an attention crisis and challenge us faculty to actively address this issue in courses. The coming generations (Z etc.) need assistance to regain or improve their self-efficacy in their studies with media literacy, attention, focus and deeper learning. The authors see this situation as a call for action, aiming to improve students' perception (also meta-awareness) and awareness of the impact of the digitalized and accelerated world on their daily routines, learning and working. The ability to work and learn in a focused way is seen and expected by employers as one of the most important competencies of graduates in a recent study. The planned project intends to face this challenge by developing a teaching design with different components, consisting of teaching materials (online/offline), a playbook and a "focus for success diary" and is intended to be applied in a regular Bachelor program, where the authors teach the same course in different locations of the university. Overall, the project should help learners to be better prepared for the demands of the modern world and to be more aware and successful in their learning processes. The social and psychological consequences of digitalization, acceleration and densification will thusbecome an integral part of the training and the solutions developed will offer a contribution in terms of social sustainability in the context of our ESG efforts.04B - Beitrag KonferenzschriftPublikation A system of customer co-creation for new product development of digital products with a pilot study of the Swiss media industry(2023) Le Cunff, Eric; Schlick, Sandra; Gerber, Aurona; Hinkelmann, KnutIn the age of digitisation, the media industry is faced with declining advertising revenues. Therefore, the focus on the development of new digital products is a key element to survive in such a fast-changing market and to increase the innovation performance. One of the most important elements thereby is the involvement of customers as co-creators in the new product development (NPD) process, so that new digital products are developed that are in demand on the market. However, the process of how companies turn external knowledge from customers into knowledge creation for generating new ideas and the development of innovative products has not been analysed. This pilot study, which presents an initial system of customer co-creation for NPD of digital products from the literature and searches for similarities and dissimilarities through an abductive qualitative data analysis from interviews with three managers in three different Swiss media companies, explores this unresolved research gap. The system of this study is based on an overarching phase model, which is derived from Application Lifecycle Management (ALM). The process anchored in it, which focuses on the customer co-creation of digital products, integrates process elements from the two user-centered approaches, namely User Centered Design (UCD) and Design Thinking (DT). The results from the interviews show that the system is largely in line with the NPD process procedures in the three media companies. It was found that customers can be involved everywhere in the NPD process, but that this is not yet implemented in practice. However, as the future ambition in media companies is to become even more customer- centric, the proposed system in this study is very promising.04B - Beitrag KonferenzschriftPublikation Leading in society 5.0, The 5Co leadership concept(2023) Aeschbacher, Marc; Legena, Valeria; Gerber, Aurona; Hinkelmann, Knut04B - Beitrag KonferenzschriftPublikation Analysing barriers in the business ecosystem of European MaaS providers: an actor-network approach(2023) Gebhart, Julian; Schlick, Sandra; Marvell, Alan; Gerber, Aurona; Hinkelmann, KnutAs new Mobility as a Service (MaaS) platforms are being established in Europe, researchers and practitioners seek evidence on the barriers experienced by the MaaS providers in their evolving business ecosystem. This paper conceptualises the MaaS business ecosystem using a Systematic Literature Review (SLR) combined with Actor- Network Theory (ANT) by constructing an actor-network of key actors. This actor- network, along with the identified MaaS business ecosystem barriers, is then used for Multiple Case Study Research, interviewing 18 European MaaS experts. The cross-case analysis revealed how MaaS providers problematise, interest, enrol and mobilise their business ecosystems. Furthermore, the paper outlines and amends key barriers in the areas of (1) technology and data, (2) social and cultural, and (3) policy and regulation. Researchers and practitioners can use the findings of this study to formulate policies, create best practices or conduct further research on the development of MaaS.04B - Beitrag KonferenzschriftPublikation Ontology-driven enhancement of process mining with domain knowledge(Sun SITE, Informatik V, RWTH Aachen, 2023) Eichele, Simon; Hinkelmann, Knut; Spahic, Maja; Martin, Andreas; Fill, Hans-Georg; Gerber, Aurona; Hinkelmann, Knut; Lenat, Doug; Stolle, Reinhard; Harmelen, Frank vanProcess mining is a technique used to analyze and understand business processes. It uses as input the event log, a type of data used to represent the sequence of activities occurring within a business process. An event log typically contains information such as the case ID, the performed activity’s name, the activity’s timestamp, and other data associated with the activity. By analyzing event logs, organizations can gain a deeper understanding of their business processes, identify areas for improvement, and make data-driven decisions to optimize their operations. However, as the event logs contain data collected from different systems involved in the process, such as ERP, CRM, or WfMS systems, they often lack the necessary context and knowledge to analyze and fully comprehend business processes. By extending the event logs with domain knowledge, organizations can gain a more complete and accurate insight into their business processes and make more informed decisions about optimizing them. This paper presents an approach for enhancing process mining with domain knowledge preserved in domain-specific OWL ontologies. Event logs are typically stored in structured form in relational databases. This approach first converts the process data into an event log which is then mapped with ontology concepts. The ontology contains classes and individuals representing background knowledge of the domain, which supports the understanding of the data. A class for the specific activities forms the link between the event log and the ontology. In this manner, it is possible to map the domain knowledge to a particular case and activity. This allows to determine conditions that must be satisfied for executing tasks and to prune discovered process models if they are too complex. This approach is demonstrated using data from the student admission process at FHNW and has been implemented in Protégé.04B - Beitrag Konferenzschrift