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The Potential of Generative AI Chatbots as Career Advisors in Cybersecurity: Professionals' Perspectives 16th

The Potential of Generative AI Chatbots as Career Advisors i...

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16th ifip WG 11.8 World Conference on information Security Education (WISE)

作者： Koukou, Chrysanthi Stavrou, Eliana Open Univ Cyprus Nicosia Cyprus

ISBN: (纸本)9783031629204;9783031629181;9783031629174

The introduction of generative AI chatbots as career advisors in the cybersecurity domain represents a promising intersection of technology and career development. By addressing the critical skills gap, offering solutions to career progression challenges, and providing personalized, accessible guidance, AI chatbots hold the potential to significantly impact the professional landscape. This work investigates cybersecurity professionals' perceptions of using AI chatbots for career advising. Investigations focus on professionals' attitudes toward these chatbots, examining their trust in the advice offered, their belief in the chatbots' capability to provide valuable career guidance, and the features they consider that can be supported by AI-powered career advisors in cybersecurity. The analysis seeks to enhance understanding of the role generative AI chatbots could play in advancing career development within the cybersecurity field, aiming to address the skills gap challenge faced by the sector. By evaluating these insights, the paper aims to highlight the potential contributions of generative AI chatbots to professional growth and development in cybersecurity.

关键词： Cybersecurity skills Cybersecurity professional development AI chatbots Career advisors Generative AI Cybersecurity

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A Framework for Integrating Gamification in information Security Awareness Programmes for Higher Education Students 16th

A Framework for Integrating Gamification in Information Secu...

引用

16th ifip WG 11.8 World Conference on information Security Education (WISE)

作者： Kapery, Ghafsa Snyman, Dirk Univ Cape Town Dept Informat Syst Cape Town South Africa

ISBN: (纸本)9783031629204;9783031629181;9783031629174

In the context of higher education, students are often identified as targets for security attacks due to their seeming lack of security awareness. While institutions employ technological solutions to safeguard students when engaging with official systems, this does not extend to students' own devices and cannot influence how, and if, they employ good security practices. A possible mitigation strategy is security awareness training. Literature, however, is divided about the effectiveness of such programmes due to the complacency and irreverence that many people have toward security, possibly due to occurrences of security fatigue and risk homeostasis. Gamification has been shown to be an effective method of enhancing traditional training in such a way as to enhance engagement and promote retention of concepts. There is, however, a dearth of research that investigates the application of gamification in information security awareness training for higher education students. This research, therefore, contributes a framework for the gamification of security awareness training in this context. The framework was developed through identifying gamification mechanics from literature. Possible implementations of these mechanics were presented to higher education students by means of an online self-reporting questionnaire to measure their perception in these mechanics when applied to security training. Feedback from 196 students were incorporated into the development of the resulting framework. Furthermore, the framework was influenced by the Knowledge, Attitude, and Behaviour-model that often underpins research into the human aspects of information security. The resulting framework can contribute to the practical aspects of incorporating gamification in information security awareness training for higher education students.

关键词： Gamification information Security Higher Education

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Digital Technologies and Emotions: Spectrum of Worker Decision Behavior Analysis 20th

Digital Technologies and Emotions: Spectrum of Worker Decisi...

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20th International Conference on Product Lifecycle Management: Leveraging Digital Twins, Circular Economy, and Knowledge Management for Sustainable Innovation (PLM)

作者： Dupuis, Ambre Dadouchi, Camelia Agard, Bruno Polytech Montreal Lab Intelligence Donnees LID Dept Math & Genie Ind 2500 Chem Polytech Montreal PQ Canada

ISBN: (纸本)9783031625848;9783031625824;9783031625817

Digital technologies enables industries to transform their processes to gain competitive advantage. Industry 5.0 puts the operator at the center of a digital and connected industry, but what about workers' emotions? To what extent do Industry 4.0 technologies in the industrial domain allows for a better understanding of the impact of emotions on workers' decision-making behavior? The overall objective of this systematic literature review is to explore the literature to assess the breadth of possibilities for analyzing emotions to understand workers' decision-making behaviors, based on data collected in industrial settings. The analysis of 29 articles extracted from the Compendex and Web of Science search engines allowed us to define the emotional factors measured in the analysis of human decision-making behavior, the tools used, and the sectors of application. The subject is still in its infancy for the scientific community and is a source of excitement. The results of the qualitative analysis of the articles show the predominance of text analysis (social networks and/or online reviews) for sentiment analysis. The tools used within the technology are very diverse (deep learning, machine learning, mathematical models). The same is true for the sectors of activity, although there is a particular interest in customer emotions for marketing purposes in the service industries. Finally, future research avenues are proposed, such as the analysis of the impact of emotions on the decision-making process in manufacturing is practically absent from the study.

关键词： Industry 5.0 Decision-making Emotions Human behavior Industry

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Digitalizing Monitoring of National Development Plans: A Case Study from Uganda 18th

Digitalizing Monitoring of National Development Plans: A Cas...

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18th International Conference on Implications of information and Digital Technologies for Development (ICT4D)

作者： Munyambabazi, Eric Gizaw, Abyot Nielsen, Petter Saebo, Johan Univ Oslo N-0313 Oslo Norway

ISBN: (纸本)9783031669842;9783031669828;9783031669811

Development planning is key to the attainment of global and national goals, especially in low- andmiddle-income countries where diverse sectors leverage each other's capacities to maximize limited resources. In this paper, we discuss approaches to digitalizing monitoring of national development plans in Uganda along a two-phase timeline where the first attempt to build a system failed while the second achieved relative success. The cross-sectoral dimension in our case adds to an already challenging situation where monitoring is challenged by duplicated data collection, poor data quality, inadequate technological infrastructures, and limited skills in most of the sectors. The empirical material is obtained from our work with a public organization in Uganda following the building and implementation of a monitoring system for national development plans and related challenges in its digitalization process. Our findings highlight variations in implementation approaches based on how user needs are coordinated and the installed base is cultivated. We posit that achieving national information infrastructures for cross-sector planning not only requires cultivation of the installed base to address emerging user needs but also effectively addresses challenges related to adaptability in a cross-sector setting. The study contributes by providing evidence of information infrastructures constructs especially from low-resource setting countries and the context of truly heterogeneous sectors.

关键词： National Development Plans information Infrastructures Installed Base Cultivation

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A Data Management Approach for Modular Industrial Augmented Reality Applications 20th

A Data Management Approach for Modular Industrial Augmented ...

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20th International Conference on Product Lifecycle Management: Leveraging Digital Twins, Circular Economy, and Knowledge Management for Sustainable Innovation (PLM)

作者： Siewert, Jan Luca Neges, Matthias Gerhard, Detlef Ruhr Univ Bochum Bochum Germany

ISBN: (纸本)9783031625800;9783031625787;9783031625770

Modular architectures for Industrial Augmented Reality (IAR) applications allow more flexibility and can lower the barrier of entry, compared to custom-built applications dominant today. This contribution presents a data management approach for such architectures. Work plans are converted into a presentation-independent format that can be consumed by the system. Based on available modules and capabilities, related data, like CAD models, images, or descriptions, are automatically converted into a format suitable for the modules responsible for presenting the content. This can include converting a CAD module into a tessellated format, but also generating a rendering in cases where 3D models cannot be display, e.g., in a projection-based AR experience. In IAR applications, the position of the displayed content in the users surrounding is an important aspect. For industrial contexts, this mostly relates to presenting content at specific parts of larger assemblies. This contribution shows how different combination of existing AR tracking technologies, in addition to CAD data of such assemblies, can be used to setup flexible IAR systems.

关键词： Industrial Augmented Reality Data Management Product Lifecycle Management

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Prediction of Next Events in Business Processes: A Deep Learning Approach 20th

Prediction of Next Events in Business Processes: A Deep Lear...

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20th International Conference on Product Lifecycle Management: Leveraging Digital Twins, Circular Economy, and Knowledge Management for Sustainable Innovation (PLM)

作者： Abu Musa, Tahani Hussein Bouras, Abdelaziz Qatar Univ Dept Comp Sci & Engn Coll Engn Doha Qatar

ISBN: (纸本)9783031625848;9783031625824;9783031625817

Business Process Mining is considered one of the merging fields that focusses on analyzing Business Process Models (BPM), by extracting knowledge from event logs generated by various information systems, for the sake of auditing, monitoring, and analysis of business activities for future improvement and optimization throughout the entire lifecycle of such processes, from creation to conclusion. In this work, Long Short-Term Memory (LSTM) Neural Network was utilized for the prediction of the execution of cases, through training and testing the model on event traces extracted from event logs related to a given business process model. From the initial results we obtained, our model was able to predict the next activity in the sequence with high accuracy. The approach consisted of three phases: preprocessing the logs, classification, and categorization and all the activities related to implementing the LSTM model, including network design, training, and model selection. The predictive analysis achieved in this work can be extended to include anomaly detection capabilities, to detect any anomalous events or activities captured in the event logs.

关键词： Business Process Mining Event log LSTM Business Process

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Developing Digital Forensics Expertise Competencies Through Courtroom Role-Play 16th

Developing Digital Forensics Expertise Competencies Through ...

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16th ifip WG 11.8 World Conference on information Security Education (WISE)

作者： Orfao, Jarred Leung, Wai Sze Univ Johannesburg Acad Comp Sci & Software Engn Kingsway Ave & Univ Rd Johannesburg South Africa

ISBN: (纸本)9783031629204;9783031629181;9783031629174

In an era where digital crimes are escalating, the proficiency of digital forensics experts in both technical analysis and legal testimony is paramount. This paper introduces an innovative, problem-based learning approach to bridge the gap between theoretical knowledge and practical expertise in digital forensics students. Through a simulated digital forensics investigation coupled with a courtroom role-play, this exercise immerses students in the realities of digital forensic analysis and the intricacies of legal proceedings. Utilising Casey's Case/Incident Resolution Process as the foundation, the exercise enhances technical skills and hones the competencies required for compelling courtroom testimony. The effectiveness of this educational approach is evaluated, demonstrating its potential to cultivate well-rounded digital forensics professionals equipped for the challenges of modern criminal investigations.

关键词： Digital Forensics Problem-Based Learning Courtroom Role-Play Expert Witness Training Incident Resolution Process

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Digital Health, Development and Social Exclusion: DHIS2 and HIV Prevention Among Adolescent Girls, Young Women and Key Populations 18th

Digital Health, Development and Social Exclusion: DHIS2 and ...

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18th International Conference on Implications of information and Digital Technologies for Development (ICT4D)

作者： Matavire, Rangarirai Braa, Jorn HISP Zimbabwe Itinordic Norway 194 Baines Ave3426 Gullaug Harare Zimbabwe HISP Ctr Ole Johan Dahls HusGaustadalleen 23B N-0373 Oslo Norway

ISBN: (纸本)9783031669842;9783031669828;9783031669811

The dominant philosophy guiding digital health studies on interventions is that of 'equity' of healthcare services. This study takes on a different approach, that of equity of health, basing on a capability lens, which sees equity as a differential phenomenon, and extends this to technology development and implementation. This is particularly fitting in contexts where the focus is on populations who have traditionally been exposed to disparities in healthcare due to stigma and discrimination. The study follows an initiative which sought to promote uptake of health services by socially excluded members of society. The initiative was aimed at implementing digital health technologies to support adolescent girls, youngwomen, and key populations in Zimbabwe. This study sought to understand the role digital health plays, and can play, in addressing the problems of social justice, and particularly health equity, in the context of socially deprived groups. It discusses the phenomenon in relation to emerging conceptualisations of health equity which go beyond utilitarian perspectives that focus on the distribution of healthcare services. The study does this by complementing conceptual ideas from Amartya Sen's capability approach, with those from Shoshana Zuboff's smart machine perspective. This helps to trace the specific ways in which technology is implicated in development and, specifically, social justice and equity.

关键词： Digital Health Equity Social Exclusion

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A Socialized Affordance Perspective of a Mobile Application for Patients' Assessment and Referrals at the Community Level in Malawi 18th

A Socialized Affordance Perspective of a Mobile Application ...

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18th International Conference on Implications of information and Digital Technologies for Development (ICT4D)

作者： Matewere, Florence Kaasboll, Jens Johan Kanjo, Chipo Univ Oslo Oslo Norway Univ Malawi Zomba Malawi

ISBN: (纸本)9783031669880;9783031669866;9783031669859

The implementation of mobile technology plays a crucial role in enhancing healthcare delivery in developing countries, leading to both anticipated and unforeseen consequences. This study investigates the social practices involved in deploying a mobile application designed to aid Community Health Workers (CHWs) in patient assessment and referral processes, facilitating their connection to higher-level healthcare facilities. Utilizing the concept of socialized affordance, we examine how social structures influence the interactions between human actors and technology. We identified three key socialized affordances: streamlining CHWs' work processes in village clinics, strengthening monitoring and accountability, and enhancing CHWs' digital knowledge and skills development. These affordances led to several intended outcomes, including improved CHWs adherence to protocol, improved patient referrals, enhanced time management, improved CHWs performance, and improved digital capacity building. However, unintended outcomes also emerged, such as the exclusion of volunteers, heightened respect from community members, increased workload for CHWs, and heightened anxiety among CHWs. Consequently, this study contributes to the understanding of socialized affordance by illustrating how the interplay between human actors and technology is shaped by the institutional, cultural, and social dimensions of the environment where affordances are perceived and actualized.

关键词： Referral Assessment mHealth Socialize Affordance Community Health Workers Integrated Case Management Integrated Community Health information System

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A Methodology to Promote Circular Economy in Design by Additive Manufacturing 20th

A Methodology to Promote Circular Economy in Design by Addit...

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20th International Conference on Product Lifecycle Management: Leveraging Digital Twins, Circular Economy, and Knowledge Management for Sustainable Innovation (PLM)

作者： Ianniello, Simona Bruno, Giulia Chiabert, Paolo Mantelet, Fabrice Segonds, Frederic HESAM Univ Arts & Metiers Inst Technol Lab Concept Produits & Innovat LCPI 151 Blvd Hop F-75013 Paris France Politecn Torino Dept Management & Prod Engn Corso Duca Abruzzi 24 I-10129 Turin Italy

ISBN: (纸本)9783031625848;9783031625824;9783031625817

[Context] Within the framework of PLM;Circular Economy (CE) is an important concept that seeks to design out waste and pollution, keep products and materials in use and regenerate natural systems. Early Design Stages (EDS) are crucial because they set the foundation for the rest of the production process and can determine the product's overall functionality, usability, and manufacturing processes. [Problem] As companies increasingly recognize the benefits of transitioning to a circular economy, there is a growing need for tools and methodologies to support the design of circular products and services. [Proposal] This paper presents a CE card deck as a novel approach to facilitate the early stages of product development. The deck consists of 10 cards based on Morseletto's "Targets for a circular economy" work that represents mainstream circular economy principles and strategies and can be used by designers, engineers, and other stakeholders to generate ideas, evaluate options, and make informed decisions. The results of a pilot study with design and engineering students (Master level) suggest that the card deck can support the exploration of CE concepts and facilitate the identification of circular solutions, in a Design by AM context (DbAM). The paper concludes with a discussion of the potential benefits and limitations of the card deck approach, and its integration into a PLM framework, and gives suggestions for future research.

关键词： Circular Economy Eco-design Green Manufacturing Environmental Impact Life cycle engineering Design by Additive Manufacturing

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