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Artificial Intelligence Research : 6th Southern African Conference, SACAIR 2025, Cape Town, South Africa, December 1–5, 2025, Proceedings / / edited by Aurona Gerber, Anban W. Pillay
| Artificial Intelligence Research : 6th Southern African Conference, SACAIR 2025, Cape Town, South Africa, December 1–5, 2025, Proceedings / / edited by Aurona Gerber, Anban W. Pillay |
| Autore | Gerber Aurona |
| Edizione | [1st ed. 2026.] |
| Pubbl/distr/stampa | Cham : , : Springer Nature Switzerland : , : Imprint : Springer, , 2026 |
| Descrizione fisica | 1 online resource (855 pages) |
| Disciplina | 006.3 |
| Collana | Communications in Computer and Information Science |
| Soggetto topico |
Artificial intelligence
Computer engineering Computer networks Computer science - Mathematics Education - Data processing Image processing - Digital techniques Computer vision Artificial Intelligence Computer Engineering and Networks Mathematics of Computing Computers and Education Computer Imaging, Vision, Pattern Recognition and Graphics |
| ISBN |
3-032-11733-X
9783032117335 |
| Formato | Materiale a stampa  |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | -- Algorithmic and Data Driven AI. -- Which contextual topic modelling algorithm is the best?. -- Leveraging Language Models for Document Type Classification in Low-Resource Afrikaans Archives. -- Hybrid Automatic Modulation Classification for Increased Robustness under White-Box Adversarial Attacks. -- Counterfactual Explanation Model for Personalised Dietary Interventions in Anaemia Patients. -- Feature extraction for plant growth estimation. -- Exploring the impact of different loss functions for anomaly prediction in a mineral processing plant. -- Modifying class distributions to improve the classification of minority group examples in a class-imbalanced dataset. -- Evaluating OCR performance on food packaging labels in South Africa. -- Investigating the Impact of Multilingual Pre-trained Speech Models on Gender Bias in ASR for Low Resource African Languages. -- A Two Stage Pipeline for Automated Caries Detection on Single Tooth Images from Panoramic Radiographs. -- Exploring syllable similarity across South African languages through self-supervised speech representation. -- Data Pruning: Redundant, Problematic, and Interdependent Samples. -- Restoring Neural Network Plasticity for Faster Transfer Learning. -- AfroXLMR-Comet: Multilingual Knowledge Distillation with Attention Matching for Low-Resource Languages. -- Code-Switch Pretraining for Improved Cross-Lingual Alignment in Low-Resource Languages. -- Identification of Social Media Users that Perpetuate Xenophobic Attitudes and Hate Speech Narratives in South Africa. -- HAPI-FedProx: Heterogeneity-Aware Adaptive Proximal Optimization for Federated Learning. -- Fog-Based Deep Learning for Real-Time Cold Chain Temperature Prediction Using IoT Data. -- Robust Driver Distraction Recognition via Lightweight Body-Part Association and Object Context on NVIDIA Jetson. -- Nearest-Class Mean and Logits Agreement for Wildlife Open-Set Recognition. -- Semi-Supervised Object Segmentation via Active Learning for Efficient Ecological Monitoring. -- Scaling behavior of Encoder Language Models in Low-Resource Settings. -- Enhancing Target Re-Identification via Model Fusion and Knowledge Distillation of Pre-trained Foundation Models. -- Heart Disease Prediction: A Comparative Study of Optimizers’ Performance in Deep Neural Networks. -- Socio-technical and Human-Centred AI. -- AI-Enabled Cybersecurity Implementation: A Case Study of Critical Success Factors in a South African SOE. -- Large Language Model Evaluation: From Model-Centric Benchmarks to System-Level Metrics. -- Exploring Postgraduate Students’ Use and Perceptions of Generative AI as a Research Support Tool: A South African Case. -- An Awareness Framework for Sustainable Selection of LLMs in Business. -- Synthesizing Insights from AI in Africa: A Comprehensive Qualitative Analysis. -- Factors influencing the use of Autonomous Vehicles on Traditional Road Infrastructure in The Western Cape. -- An Agentic LLM-Powered Framework for Cholera Risk Prediction and Actionable Insights from Explainable ML and Statistical Insights. -- A Scoping Review on Generative AI prompting to optimize the workflow of healthcare professionals in sub-Saharan Africa. -- Detection Of Power Line Insulator Defects Using YOLOv10-N. -- Responsible and Ethical AI. -- Artificially Generated Minorities (AGMs): The Veneer of Algorithmic Bias Correction. -- Under-resourced and over-reseached: The ELSA approach to transdisciplinary AI research in low-trust neighborhoods. -- From Principles to Practice: Extracting Human-Centred AI Components from Governance Frameworks. |
| Record Nr. | UNINA-9911113941803321 |
Gerber Aurona
|
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| Cham : , : Springer Nature Switzerland : , : Imprint : Springer, , 2026 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Artificial Intelligence Research : 5th Southern African Conference, SACAIR 2024, Bloemfontein, South Africa, December 2–6, 2024, Proceedings / / edited by Aurona Gerber, Jacques Maritz, Anban W. Pillay
| Artificial Intelligence Research : 5th Southern African Conference, SACAIR 2024, Bloemfontein, South Africa, December 2–6, 2024, Proceedings / / edited by Aurona Gerber, Jacques Maritz, Anban W. Pillay |
| Autore | Gerber Aurona |
| Edizione | [1st ed. 2025.] |
| Pubbl/distr/stampa | Cham : , : Springer Nature Switzerland : , : Imprint : Springer, , 2025 |
| Descrizione fisica | 1 online resource (522 pages) |
| Disciplina | 006.3 |
| Altri autori (Persone) |
MaritzJacques
PillayAnban W |
| Collana | Communications in Computer and Information Science |
| Soggetto topico |
Artificial intelligence
Computer engineering Computer networks Computer science - Mathematics Education - Data processing Image processing - Digital techniques Computer vision Artificial Intelligence Computer Engineering and Networks Mathematics of Computing Computers and Education Computer Imaging, Vision, Pattern Recognition and Graphics |
| ISBN |
9783031782558
3031782550 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | -- Algorithmic and Data Driven AI. -- Parameter-Efficient Fine-Tuning of Pre-trained Large Language Models for Financial Text Analysis. -- Optimally traversing explainability in Bayesian networks via the graphical Lasso. -- Assessing multilinguality of topic models on a short-text South African languages dataset. -- Cascaded RFM-based Fuzzy Clustering Model for Dynamic Customer Segmentation in Retail Sector. -- Automatic Assessment of Speech Impediment for South African Early Literacy Readers. -- Automated Enhancement of isiZulu Data Collection for the African Health Research Institute. -- AI in Education: An Analysis of Large Language Models for Twi Automatic Short Answer Grading. -- Enhancing Credit Risk Assessment through Transformer Based Machine Learning Models. -- Predicting and discovering weather patterns in South Africa using Spatial-Temporal Graph Neural Networks. -- Benchmarking Political Bias Classification with In-Context Learning: Insights from GPT-3.5, GPT-4, LLaMA-3, and Gemma-2. -- Uncovering the ANPR Performance Gap: A Commercial Systems Analysis. -- Neural Network-based Vehicular Channel Estimation Performance: Effect of Noise in the Training Set. -- Deep Learning-based Network Intrusion Detection Systems: A Systematic Literature Review. -- Impact of batch normalization on convolutional network representations. -- Does simple trump complex? Comparing strategies for adversarial robustness in DNNs. -- A novel approach to lion re-Identification using vision transformers. -- Assessing Data-Driven of Discriminative Deep Learning Models in Classification Task Using Synthetic Pandemic Dataset. -- Deep Neural Network Compression for Lightweight and Accurate Fish Classification. -- Pre-training a Transformer-Based Generative Model Using a Small Sepedi Dataset. -- Automated Fish Detection in Underwater Environments: Performance Analysis of YOLOv8 and YOLO-NAS. -- Socio-technical and human-centred AI (Information Systems). -- The Effect of Generative AI on Cognitive Thinking Skills in Higher Education Institutions: A Systematic Literature Review. -- LLMs as Enablers of Accessible Business Process Modeling. -- The role of artificial intelligence in modern language translation and its societal applications: A systematic literature review. -- Deep Learning Forecasting of Photovoltaics Output Using Digital Twin Data. -- Responsible and Ethical AI (Philosophy, Law and Humanities). -- Requirements Engineering (RE) in Artificial Intelligence (AI) Systems Implementation: The Need to Emphasize Non-Functional Requirements (NFRs) for Ethical AI. -- Democratic AI: Justification for a Broad View of Public Reason. -- Symbolic AI and Knowledge Representation and Reasoning. -- Towards Propositional KLM-Style Defeasible Standpoint Logics. -- Non-monotonic Extensions to Formal Concept Analysis via Object Preferences. -- Knowledge Compilation for KLM-Style Defeasible Reasoning. |
| Record Nr. | UNINA-9910983387503321 |
|
Gerber Aurona
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| Cham : , : Springer Nature Switzerland : , : Imprint : Springer, , 2025 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Design Science Research for a New Society: Society 5.0 [[electronic resource] ] : 18th International Conference on Design Science Research in Information Systems and Technology, DESRIST 2023, Pretoria, South Africa, May 31 – June 2, 2023, Proceedings / / edited by Aurona Gerber, Richard Baskerville
| Design Science Research for a New Society: Society 5.0 [[electronic resource] ] : 18th International Conference on Design Science Research in Information Systems and Technology, DESRIST 2023, Pretoria, South Africa, May 31 – June 2, 2023, Proceedings / / edited by Aurona Gerber, Richard Baskerville |
| Autore | Gerber Aurona |
| Edizione | [1st ed. 2023.] |
| Pubbl/distr/stampa | Cham : , : Springer Nature Switzerland : , : Imprint : Springer, , 2023 |
| Descrizione fisica | 1 online resource (491 pages) |
| Disciplina |
005.437
004.019 |
| Altri autori (Persone) | BaskervilleRichard |
| Collana | Lecture Notes in Computer Science |
| Soggetto topico |
User interfaces (Computer systems)
Human-computer interaction User Interfaces and Human Computer Interaction |
| Soggetto non controllato | Mathematics |
| ISBN |
9783031328084
9783031328077 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Design-oriented Research for Society 5.0 (Theme Track) -- z-Commerce: A data-minimizing one-click checkout solution -- Enabling the Evaluation of Production Scheduling Algorithms in Complex Production Environments using Individually Deployable Scheduling Services -- Toward Cross-company Value Generation from Data: Design Principles for Developing and Operating Data Sharing Communities -- Neuro-Adaptive System to Evaluate Product Recommendations in the Context of E-Commerce -- Measuring the Actual Oce Workspace Utilization in a Desk Sharing Environment based on IoT Sensors -- Design of Systems Using Emerging Technologies -- Introduction to the Design of Systems Using Emerging Technologies Track -- Designing an Augmented Reality Authoring Tool to Support Complex Tasks. A Design Science Study using Cognitive Load Theory -- Human-Centered Artificial Intelligence (HCAI) -- Introduction to the Human-Centered Artificial Intelligence (HCAI) Track -- Giving DIAnA more TIME? Guidance for the Design of XAI- Based Medical Decision Support Systems -- A Conceptual Model for Labeling in Reinforcement Learning Systems: A Value Co-Creation Perspective -- Healthcare Systems and Quality of Life -- Introduction to the Healthcare Systems and Quality of Life Track -- Guiding the development of interoperable health information systems: A conceptual IT governance framework -- Persuasive blood donation app design for individualist and collectivist cultures -- Innovation and Entrepreneurship -- Introduction to the Innovation and Entrepreneurship Track -- Scaling Sustainable Entrepreneurship for Impact: Design Knowledge for the Use of Digital Technologies -- Data Product Canvas - A visual inquiry tool supporting data product design -- Design Principles for National Innovation Agencies in Social Market Economies -- How To Invest In The Future Of Food: An Exploration Design Science Project -- Emerging DSR Methods and Processes -- Introduction to the Emerging DSR Methods and Processes Track -- Design Science Research: Progression, Schools of Thought and Research Themes -- Conducting Design Science Research in Society 5.0? An Explainable Artificial Intelligence Research Methodology -- DEKNOWSE { A DEsign KNOWledge SEarch Engine -- Empowering Recommender Systems in ITSM: A Pipeline Reference Model for AI-based Textual Data Quality Enrichment -- Education and DRS -- Introduction to the Education and DSR Track -- Inquiry Frameworks for Research Question Scoping in DSR: A realization for ChatGPT -- Design of an Augmented Reality App for primary school students which visualizes length units to promote the conversion of units -- Know the Knowledge of your Students: A Flexible Analytics Tool for Student Exercises -- Designing Pedagogical Conversational Agents for Achieving Common Ground -- Training Computational Thinking as a Key Skill Set for Design Science Researchers -- Human Safety and Cybersecurity -- Introduction to the Human Safety and Cybersecurity Track -- Designing Business Processes for Comprehensive Industrial IoT Security Management -- Co-Desing and Collective Creativity for Addressing Grand Challenges -- Introduction to the Co-Design and Collective Creativity for Addressing Grand Challenges Track -- What Does The Factory?s Suggestion Box Reveal? An analysis of the design capabilities of a train maintenance centre from its idea management system -- Operationalising Co-design: Development of an ICT platform to Facilitate Stakeholder Engagement in Water Sensitive Design -- Co-Designing a Visual Inquiry Tool -- Sustainability and Responsible Design -- Introduction to the Sustainability and Responsible Design Track -- A Mid-Range Theory for Designing Sustainable Safe Spaces of Immersive Learning Environments: A Design- Science Based Gamification Approach -- Designing User-Centric Explanations for Medical Imaging With Informed Machine Learning. |
| Record Nr. | UNISA-996534466303316 |
|
Gerber Aurona
|
||
| Cham : , : Springer Nature Switzerland : , : Imprint : Springer, , 2023 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. di Salerno | ||
| ||
Design Science Research for a New Society: Society 5.0 : 18th International Conference on Design Science Research in Information Systems and Technology, DESRIST 2023, Pretoria, South Africa, May 31 – June 2, 2023, Proceedings / / edited by Aurona Gerber, Richard Baskerville
| Design Science Research for a New Society: Society 5.0 : 18th International Conference on Design Science Research in Information Systems and Technology, DESRIST 2023, Pretoria, South Africa, May 31 – June 2, 2023, Proceedings / / edited by Aurona Gerber, Richard Baskerville |
| Autore | Gerber Aurona |
| Edizione | [1st ed. 2023.] |
| Pubbl/distr/stampa | Cham : , : Springer Nature Switzerland : , : Imprint : Springer, , 2023 |
| Descrizione fisica | 1 online resource (491 pages) |
| Disciplina |
005.437
004.019 004.21 |
| Altri autori (Persone) | BaskervilleRichard |
| Collana | Lecture Notes in Computer Science |
| Soggetto topico |
User interfaces (Computer systems)
Human-computer interaction User Interfaces and Human Computer Interaction |
| ISBN | 9783031328084 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Design-oriented Research for Society 5.0 (Theme Track) -- z-Commerce: A data-minimizing one-click checkout solution -- Enabling the Evaluation of Production Scheduling Algorithms in Complex Production Environments using Individually Deployable Scheduling Services -- Toward Cross-company Value Generation from Data: Design Principles for Developing and Operating Data Sharing Communities -- Neuro-Adaptive System to Evaluate Product Recommendations in the Context of E-Commerce -- Measuring the Actual Oce Workspace Utilization in a Desk Sharing Environment based on IoT Sensors -- Design of Systems Using Emerging Technologies -- Introduction to the Design of Systems Using Emerging Technologies Track -- Designing an Augmented Reality Authoring Tool to Support Complex Tasks. A Design Science Study using Cognitive Load Theory -- Human-Centered Artificial Intelligence (HCAI) -- Introduction tothe Human-Centered Artificial Intelligence (HCAI) Track -- Giving DIAnA more TIME? Guidance for the Design of XAI- Based Medical Decision Support Systems -- A Conceptual Model for Labeling in Reinforcement Learning Systems: A Value Co-Creation Perspective -- Healthcare Systems and Quality of Life -- Introduction to the Healthcare Systems and Quality of Life Track -- Guiding the development of interoperable health information systems: A conceptual IT governance framework -- Persuasive blood donation app design for individualist and collectivist cultures -- Innovation and Entrepreneurship -- Introduction to the Innovation and Entrepreneurship Track -- Scaling Sustainable Entrepreneurship for Impact: Design Knowledge for the Use of Digital Technologies -- Data Product Canvas - A visual inquiry tool supporting data product design -- Design Principles for National Innovation Agencies in Social Market Economies -- How To Invest In The Future Of Food: An Exploration Design Science Project -- Emerging DSR Methods and Processes -- Introduction to the Emerging DSR Methods and Processes Track -- Design Science Research: Progression, Schools of Thought and Research Themes -- Conducting Design Science Research in Society 5.0? An Explainable Artificial Intelligence Research Methodology -- DEKNOWSE { A DEsign KNOWledge SEarch Engine -- Empowering Recommender Systems in ITSM: A Pipeline Reference Model for AI-based Textual Data Quality Enrichment -- Education and DRS -- Introduction to the Education and DSR Track -- Inquiry Frameworks for Research Question Scoping in DSR: A realization for ChatGPT -- Design of an Augmented Reality App for primary school students which visualizes length units to promote the conversion of units -- Know the Knowledge of your Students: A Flexible Analytics Tool for Student Exercises -- Designing Pedagogical Conversational Agents for Achieving Common Ground -- Training Computational Thinking as a Key Skill Set for Design Science Researchers -- Human Safety and Cybersecurity -- Introduction to the Human Safety and Cybersecurity Track -- Designing Business Processes for Comprehensive Industrial IoT Security Management -- Co-Desing and Collective Creativity for Addressing Grand Challenges -- Introduction to the Co-Design and Collective Creativity for Addressing Grand Challenges Track -- What Does The Factory?s Suggestion Box Reveal? An analysis of the design capabilities of a train maintenance centre from its idea management system -- Operationalising Co-design: Development of an ICT platform to Facilitate Stakeholder Engagement in Water Sensitive Design -- Co-Designing a Visual Inquiry Tool -- Sustainability and Responsible Design -- Introduction to the Sustainability and Responsible Design Track -- A Mid-Range Theory for Designing Sustainable Safe Spaces of Immersive Learning Environments: A Design- Science Based Gamification Approach -- Designing User-Centric Explanations for Medical Imaging With Informed Machine Learning. |
| Record Nr. | UNINA-9910726282103321 |
|
Gerber Aurona
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||
| Cham : , : Springer Nature Switzerland : , : Imprint : Springer, , 2023 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
South African Computer Science and Information Systems Research Trends : 46th Annual Conference, SAICSIT 2025, Durban, South Africa, July 17–18, 2025, Proceedings / / edited by Aurona Gerber
| South African Computer Science and Information Systems Research Trends : 46th Annual Conference, SAICSIT 2025, Durban, South Africa, July 17–18, 2025, Proceedings / / edited by Aurona Gerber |
| Autore | Gerber Aurona |
| Edizione | [1st ed. 2026.] |
| Pubbl/distr/stampa | Cham : , : Springer Nature Switzerland : , : Imprint : Springer, , 2026 |
| Descrizione fisica | 1 online resource (438 pages) |
| Disciplina | 005.3 |
| Collana | Communications in Computer and Information Science |
| Soggetto topico |
Information technology - Management
Computer systems Computers, Special purpose Database management Computer Application in Administrative Data Processing Computer System Implementation Special Purpose and Application-Based Systems Database Management |
| ISBN | 9783031962622 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | -- Information Systems. -- Bridging the Financial Literacy Gap: Machine Learning-Powered Visualisations for Non-Financial Users. -- Overcoming Barriers to Technology Adoption Among Immigrant Entrepreneurs in the Informal Economy. -- Exploring the Ethical and Social Impact of Artificial Intelligence: A BERTopic Analysis of Academic Literature. -- Using Metaphor Analysis to Explore the Theoretical Underpinnings of Agile Software Development: Towards a more Sustainable Software Development Environment. -- Leveraging Advanced Technologies for Enhanced Regulatory Compliance in Public Organizations. -- Antecedents and Consequences of Consumer Internet of Things Security Self-Efficacy. -- Compliance with Cybersecurity in Schools: A Systematic Literature Review. -- Conversion Process in Production and Distribution of Digital Resources for Tuition in Higher Education. -- An Organisational Culture Framework to Guide the Transition to an Agile Software Development Methodology. -- The Impact of Large Language Models on Cybersecurity. -- Design Science Research: Guidance for Crafting and Reporting Design Knowledge Contributions. -- Artificial Intelligence for Enhanced Master Data Quality Management in Enterprise Resource Planning Systems. -- Computer Science. -- NUTRINET: A Computationally Efficient Graph Neural Model for Interpretable Nutrient Interaction Analysis. -- Autonomous Anomaly Detection of Orchard Tree Crown Delineations. -- Data Overdose? Time for a Quadruple Shot: Knowledge Graph Construction using Enhanced Triple Extraction. -- Using Deep Learning to Detect Stitching Artefacts in Drone-Based Orthomosaics of Orchards. -- Sentiment Analysis in African Languages: Evaluating Generative AI and Afrocentric Language Models. -- Rectification of Accumulated Proprioception Errors in Evolutionary Robotics. -- Citation context extraction using a transformer-based model with a question-answering task. |
| Record Nr. | UNINA-9911114374503321 |
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Gerber Aurona
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| Cham : , : Springer Nature Switzerland : , : Imprint : Springer, , 2026 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
South African Institute of Computer Scientists and Information Technologists [[electronic resource] ] : 44th Annual Conference, SAICSIT 2023, Pretoria, South Africa, July 17–19, 2023, Revised Selected Papers / / edited by Aurona Gerber, Marijke Coetzee
| South African Institute of Computer Scientists and Information Technologists [[electronic resource] ] : 44th Annual Conference, SAICSIT 2023, Pretoria, South Africa, July 17–19, 2023, Revised Selected Papers / / edited by Aurona Gerber, Marijke Coetzee |
| Autore | Gerber Aurona |
| Edizione | [1st ed. 2023.] |
| Pubbl/distr/stampa | Cham : , : Springer Nature Switzerland : , : Imprint : Springer, , 2023 |
| Descrizione fisica | 1 online resource (298 pages) |
| Disciplina | 005.3 |
| Altri autori (Persone) | CoetzeeMarijke |
| Collana | Communications in Computer and Information Science |
| Soggetto topico |
Application software
Computer systems Computers, Special purpose Database management Computer and Information Systems Applications Computer System Implementation Special Purpose and Application-Based Systems Database Management |
| ISBN | 3-031-39652-9 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto |
Intro -- Preface -- SAICSIT 2023 Organisation -- Contents -- Computer Science Track -- Matching Production and Test Files: A Comparison of Filename and Statement-Based Approaches -- 1 Introduction -- 2 Background -- 2.1 Related Work -- 2.2 Problem Statement -- 3 Matching Files via Filenames -- 4 Matching Files via Assertions -- 4.1 Distinguishing Between Tests and Production Files -- 4.2 Block 2: Extract Assert Statements -- 4.3 Block 3: Split Fluent Assertion Methods in Assert Statements -- 4.4 Block 4: Identify Directly-Tested Arguments -- 4.5 Block 5: Locate Directly and Indirectly Tested Objects -- 4.6 Block 6: Extract Production Classes from Declaration Statements -- 5 Performance Metrics: Precision, Recall and F1-Score -- 6 Bootstrap Confidence Intervals -- 7 Results and Discussion -- 7.1 Threats to Validity -- 8 Conclusion -- References -- Focused Crawling for Automated IsiXhosa Corpus Building -- 1 Introduction -- 2 Related Works -- 3 Methodology -- 3.1 Design of Crawler -- 4 Analysis -- 4.1 Basic Statistics and Validation -- 4.2 Statistical Distributions of the Corpus -- 5 Discussion -- 5.1 Effects of Agglutination -- 5.2 Effect of Seed URLs on Final Crawl -- 6 Conclusions and Future Work -- References -- Zero-Day Threats Detection for Critical Infrastructures -- 1 Introduction -- 2 Related Works -- 3 Experimental Datasets -- 4 Machine Learning Background -- 4.1 Tree-Based Ensemble Classifiers -- 4.2 Naive Bayes -- 4.3 Support Vector Machine -- 5 The Proposed Fuzzy-Based Framework -- 6 Results -- 6.1 Binary Classification Results -- 6.2 Multi-class Classification Results -- 6.3 Zero-Day Attack Prediction -- 7 Conclusion -- References -- A Verification Tool for Real-Time Task Schedulability Analysis -- 1 Introduction -- 2 Related Work -- 3 Technical Details -- 4 Features of the Tool -- 5 Performance Evaluation -- 6 Conclusions.
References -- Parsing Semi-structured Languages: A Crochet Pattern to Diagram Translation -- 1 Introduction -- 2 Related Work -- 2.1 Translating Semi-structured Natural Language -- 2.2 Crochet Pattern Parsing -- 3 Analysis of Crochet Patterns -- 4 Implementation -- 4.1 Crogram -- 4.2 Semi-structured Natural Language to Formal Language -- 4.3 Formal Language to Diagram -- 5 Results -- 5.1 Semi-structured Natural Language to Crogram -- 5.2 Crogram to Diagram -- 6 Conclusion and Future Work -- References -- Information Systems Track -- A Review of Knowledge Sharing Challenges within E-government Projects: A Perspective of the Ipe Knowledge Sharing Model -- 1 Introduction -- 2 The Ipe 2003 Knowledge Sharing Model -- 3 Study Approach -- 3.1 Searching for Literature -- 3.2 Selecting Articles for the Review -- 3.3 Analysing and Interpreting the Literature -- 3.4 Writing up the Results -- 4 Discussion and Analysis -- 4.1 Motivation to Share Knowledge on E-government Projects -- 4.2 The Nature of Knowledge Shared on E-government Projects -- 4.3 Opportunities for Sharing Knowledge on E-government Projects -- 4.4 The Influence of Work Environment Culture on Knowledge Sharing Practices within E-government Projects -- 4.5 Implications of Poor Knowledge Sharing within E-Government Projects -- 5 Conclusion -- References -- Synthesis of a Governance Framework for Blockchain Technology: A Meta-synthesis -- 1 Introduction -- 2 Blockchain Foundation -- 2.1 Blockchain Made Simple -- 3 Blockchain Technology in Organisations -- 3.1 Problem Statement -- 4 Purpose for the Study -- 4.1 Blockchain Governance Problem Statement -- 4.2 Research Purpose and Objective -- 5 Research Methodology -- 5.1 Research Philosophy -- 5.2 Methodology -- 5.3 Meta-synthesis -- 5.4 Description of Sample -- 6 Results and Discussion -- 6.1 Governance Definition -- 6.2 Governance Challenges. 6.3 In OSS Governance -- 7 Blockchain Governance -- 8 Conceptual Framework for Blockchain Governance -- 8.1 The Blockchain Governance Framework: Conceptual Framework -- 8.2 Theoretical Framework -- 9 Conclusion -- 9.1 Limitation -- 9.2 Future Research -- References -- Factors Influencing the Use of Parental Control Software (PCS) Used by Parents in South Africa -- 1 Introduction -- 2 Literature Review -- 2.1 Children's Access to Online Content and the Use of PCS -- 3 Theoretical Framework -- 4 Research Design -- 4.1 Data Collection and Analysis -- 4.2 Ethical Considerations -- 4.3 Study Limitations -- 5 Findings and Discussions -- 5.1 Threat Appraisal -- 5.2 Ownership Appraisal -- 5.3 Coping Appraisal -- 6 Conclusion and Future Studies -- References -- Towards a Taxonomy of Technological Innovations in Higher Education -- 1 Introduction -- 2 Background -- 2.1 Theory of Disruptive Innovation -- 2.2 Technology in Higher Education Functions -- 2.3 Taxonomy Development -- 3 Research Method -- 4 Results -- 5 Proposed Taxonomy -- 6 Conclusion -- References -- A Conceptual Model of Agility in Information Systems -- 1 Introduction -- 2 Agility and Its Requirement in Information Systems -- 2.1 Agility in Organizations -- 2.2 The Requirement for Agility in Information Systems -- 3 Method: A Systematic Literature Review of Agility in Information Systems -- 4 Data Theming, Coding and Analysis -- 5 Synthesis of Findings -- 5.1 Dynamic Capabilities Associated with Agility in Information Systems -- 5.2 Features Associated with Agility in Information Systems -- 5.3 Sociotechnical Contexts Associated with Agility in Information Systems -- 5.4 A Conceptual Model of Agility in Information Systems -- 6 Conclusion -- References -- A Framework for Information Security Risk Management from an Interoperability Perspective -- 1 Introduction. 2 Interoperability Frameworks Review -- 2.1 ATHENA -- 2.2 ECOLEAD -- 2.3 The Interoperability Framework -- 3 Information Security Frameworks -- 4 Novel Framework -- 5 Illustrative Example -- 6 Conclusion -- References -- Virtuality's Influence on Performing Information Systems Development -- 1 Introduction -- 2 Conceptual Background -- 3 Research Methodology -- 4 Findings -- 4.1 Leading -- 4.2 Communicating -- 4.3 Collaborating -- 4.4 Trusting -- 4.5 Knowing -- 4.6 Dealing with Challenges -- 4.7 Developing with Agility -- 4.8 Assessing Achievements -- 4.9 Enacting Virtuality -- 5 Discussion -- 6 Conclusion -- References -- Factors Affecting Code Security in South African Organization -- 1 Introduction -- 2 Literature Review -- 3 Methodology -- 4 Findings and Discussion -- 4.1 The Reliance on IT Infrastructure Affects How IT Practitioners Perceive Code Security -- 4.2 Minimal Adoption of Security Tools Obstructs the Pursuit for Code Security -- 4.3 IT Practitioners' Expertise and Experience with Security Facilitates the Development of Security Code -- 4.4 Overworked Security Personnel Affect Code Security -- 4.5 Organization Support for Cybersecurity Specific Training Facilitate Code Security -- 4.6 Collaboration of IT Practitioners Enables the Development of Secure Code -- 5 Conclusion -- References -- Drained and Depleted: The Erosion of Personal and Professional Boundaries of Post-Covid IS Academics -- 1 Introduction -- 2 Theoretical Approach -- 3 Literature Review -- 3.1 Digital Technology -- 3.2 Work-Life Balance -- 3.3 Work-Life Conflict -- 3.4 Work from Home -- 3.5 Mobile Technology and Work-Life Balance Impacts -- 3.6 Negative Technological Impacts -- 3.7 Positive Technological Impacts -- 4 Methodology -- 5 Findings -- 5.1 Theme 1: Work-Life Balance -- 5.2 Theme 2: Work Intensification -- 5.3 Theme 3: Nature of Discipline. 5.4 Theme 4: Flexibility -- 5.5 Theme 5: Mobile Technology Use -- 6 Discussion and Conclusion -- References -- Exploring the Suitability of the TOE Framework and DOI Theory Towards Understanding AI Adoption as Part of Sociotechnical Systems -- 1 Introduction -- 2 Research Paradigm -- 3 Sociotechnical Systems -- 4 TOE Framework -- 5 DOI Theory -- 6 A Lens for Enabling AI Adoption -- 7 Conclusion -- References -- Key Principles of Ethics in Technology: An Organizational Technology Ethics Checklist -- 1 Introduction -- 2 Background -- 2.1 Digital Transformation -- 2.2 Ethics in Technology -- 2.3 Relationship Framework for Information Ethics -- 3 Methodology -- 4 Data Analysis and Findings -- 5 Categorization of Concepts to Information Ethics Relationship Framework and Derivation of Key Principles -- 6 Conclusion -- References -- ChatGPT in Scholarly Discourse: Sentiments and an Inflection Point -- 1 Introduction -- 2 Research Methodology -- 3 Results and Discussion -- 3.1 Main Information -- 3.2 Top 10 Country Specific Production -- 3.3 Top 10 Cited Articles -- 3.4 Top 10 Journals -- 3.5 Most Frequent Words -- 3.6 Thematic Map -- 3.7 Discussion of Findings -- 4 Conclusions -- References -- The Impact of 4IR Mobile Technologies on Small Businesses in Urban Areas of Pretoria in South Africa -- 1 Introduction and Background -- 2 Literature Review -- 2.1 Fourth Industrial Revolution (4IR) -- 2.2 Small Business in South Africa -- 2.3 Improving Connectivity in Small Businesses Through 4IR Mobile Technology -- 2.4 Opportunities and Challenges of Mobile Technologies in Small Business -- 2.5 Social Media Platforms to Be Used by Small Businesses -- 2.6 Key 4IR Mobile Technologies Utilised in Small Businesses -- 2.7 The Impact of 4IR on Small Businesses -- 2.8 Digital Transformation and Small Businesses -- 3 Research Methodology -- 3.1 Research Method. 3.2 Data Collection and Sampling. |
| Record Nr. | UNISA-996546834303316 |
|
Gerber Aurona
|
||
| Cham : , : Springer Nature Switzerland : , : Imprint : Springer, , 2023 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. di Salerno | ||
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South African Institute of Computer Scientists and Information Technologists : 44th Annual Conference, SAICSIT 2023, Pretoria, South Africa, July 17–19, 2023, Revised Selected Papers / / edited by Aurona Gerber, Marijke Coetzee
| South African Institute of Computer Scientists and Information Technologists : 44th Annual Conference, SAICSIT 2023, Pretoria, South Africa, July 17–19, 2023, Revised Selected Papers / / edited by Aurona Gerber, Marijke Coetzee |
| Autore | Gerber Aurona |
| Edizione | [1st ed. 2023.] |
| Pubbl/distr/stampa | Cham : , : Springer Nature Switzerland : , : Imprint : Springer, , 2023 |
| Descrizione fisica | 1 online resource (298 pages) |
| Disciplina | 005.3 |
| Altri autori (Persone) | CoetzeeMarijke |
| Collana | Communications in Computer and Information Science |
| Soggetto topico |
Application software
Computer systems Computers, Special purpose Database management Computer and Information Systems Applications Computer System Implementation Special Purpose and Application-Based Systems Database Management Programari d'aplicació Xarxes d'ordinadors |
| Soggetto genere / forma |
Congressos
Llibres electrònics |
| ISBN |
9783031396526
3031396529 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto |
Intro -- Preface -- SAICSIT 2023 Organisation -- Contents -- Computer Science Track -- Matching Production and Test Files: A Comparison of Filename and Statement-Based Approaches -- 1 Introduction -- 2 Background -- 2.1 Related Work -- 2.2 Problem Statement -- 3 Matching Files via Filenames -- 4 Matching Files via Assertions -- 4.1 Distinguishing Between Tests and Production Files -- 4.2 Block 2: Extract Assert Statements -- 4.3 Block 3: Split Fluent Assertion Methods in Assert Statements -- 4.4 Block 4: Identify Directly-Tested Arguments -- 4.5 Block 5: Locate Directly and Indirectly Tested Objects -- 4.6 Block 6: Extract Production Classes from Declaration Statements -- 5 Performance Metrics: Precision, Recall and F1-Score -- 6 Bootstrap Confidence Intervals -- 7 Results and Discussion -- 7.1 Threats to Validity -- 8 Conclusion -- References -- Focused Crawling for Automated IsiXhosa Corpus Building -- 1 Introduction -- 2 Related Works -- 3 Methodology -- 3.1 Design of Crawler -- 4 Analysis -- 4.1 Basic Statistics and Validation -- 4.2 Statistical Distributions of the Corpus -- 5 Discussion -- 5.1 Effects of Agglutination -- 5.2 Effect of Seed URLs on Final Crawl -- 6 Conclusions and Future Work -- References -- Zero-Day Threats Detection for Critical Infrastructures -- 1 Introduction -- 2 Related Works -- 3 Experimental Datasets -- 4 Machine Learning Background -- 4.1 Tree-Based Ensemble Classifiers -- 4.2 Naive Bayes -- 4.3 Support Vector Machine -- 5 The Proposed Fuzzy-Based Framework -- 6 Results -- 6.1 Binary Classification Results -- 6.2 Multi-class Classification Results -- 6.3 Zero-Day Attack Prediction -- 7 Conclusion -- References -- A Verification Tool for Real-Time Task Schedulability Analysis -- 1 Introduction -- 2 Related Work -- 3 Technical Details -- 4 Features of the Tool -- 5 Performance Evaluation -- 6 Conclusions.
References -- Parsing Semi-structured Languages: A Crochet Pattern to Diagram Translation -- 1 Introduction -- 2 Related Work -- 2.1 Translating Semi-structured Natural Language -- 2.2 Crochet Pattern Parsing -- 3 Analysis of Crochet Patterns -- 4 Implementation -- 4.1 Crogram -- 4.2 Semi-structured Natural Language to Formal Language -- 4.3 Formal Language to Diagram -- 5 Results -- 5.1 Semi-structured Natural Language to Crogram -- 5.2 Crogram to Diagram -- 6 Conclusion and Future Work -- References -- Information Systems Track -- A Review of Knowledge Sharing Challenges within E-government Projects: A Perspective of the Ipe Knowledge Sharing Model -- 1 Introduction -- 2 The Ipe 2003 Knowledge Sharing Model -- 3 Study Approach -- 3.1 Searching for Literature -- 3.2 Selecting Articles for the Review -- 3.3 Analysing and Interpreting the Literature -- 3.4 Writing up the Results -- 4 Discussion and Analysis -- 4.1 Motivation to Share Knowledge on E-government Projects -- 4.2 The Nature of Knowledge Shared on E-government Projects -- 4.3 Opportunities for Sharing Knowledge on E-government Projects -- 4.4 The Influence of Work Environment Culture on Knowledge Sharing Practices within E-government Projects -- 4.5 Implications of Poor Knowledge Sharing within E-Government Projects -- 5 Conclusion -- References -- Synthesis of a Governance Framework for Blockchain Technology: A Meta-synthesis -- 1 Introduction -- 2 Blockchain Foundation -- 2.1 Blockchain Made Simple -- 3 Blockchain Technology in Organisations -- 3.1 Problem Statement -- 4 Purpose for the Study -- 4.1 Blockchain Governance Problem Statement -- 4.2 Research Purpose and Objective -- 5 Research Methodology -- 5.1 Research Philosophy -- 5.2 Methodology -- 5.3 Meta-synthesis -- 5.4 Description of Sample -- 6 Results and Discussion -- 6.1 Governance Definition -- 6.2 Governance Challenges. 6.3 In OSS Governance -- 7 Blockchain Governance -- 8 Conceptual Framework for Blockchain Governance -- 8.1 The Blockchain Governance Framework: Conceptual Framework -- 8.2 Theoretical Framework -- 9 Conclusion -- 9.1 Limitation -- 9.2 Future Research -- References -- Factors Influencing the Use of Parental Control Software (PCS) Used by Parents in South Africa -- 1 Introduction -- 2 Literature Review -- 2.1 Children's Access to Online Content and the Use of PCS -- 3 Theoretical Framework -- 4 Research Design -- 4.1 Data Collection and Analysis -- 4.2 Ethical Considerations -- 4.3 Study Limitations -- 5 Findings and Discussions -- 5.1 Threat Appraisal -- 5.2 Ownership Appraisal -- 5.3 Coping Appraisal -- 6 Conclusion and Future Studies -- References -- Towards a Taxonomy of Technological Innovations in Higher Education -- 1 Introduction -- 2 Background -- 2.1 Theory of Disruptive Innovation -- 2.2 Technology in Higher Education Functions -- 2.3 Taxonomy Development -- 3 Research Method -- 4 Results -- 5 Proposed Taxonomy -- 6 Conclusion -- References -- A Conceptual Model of Agility in Information Systems -- 1 Introduction -- 2 Agility and Its Requirement in Information Systems -- 2.1 Agility in Organizations -- 2.2 The Requirement for Agility in Information Systems -- 3 Method: A Systematic Literature Review of Agility in Information Systems -- 4 Data Theming, Coding and Analysis -- 5 Synthesis of Findings -- 5.1 Dynamic Capabilities Associated with Agility in Information Systems -- 5.2 Features Associated with Agility in Information Systems -- 5.3 Sociotechnical Contexts Associated with Agility in Information Systems -- 5.4 A Conceptual Model of Agility in Information Systems -- 6 Conclusion -- References -- A Framework for Information Security Risk Management from an Interoperability Perspective -- 1 Introduction. 2 Interoperability Frameworks Review -- 2.1 ATHENA -- 2.2 ECOLEAD -- 2.3 The Interoperability Framework -- 3 Information Security Frameworks -- 4 Novel Framework -- 5 Illustrative Example -- 6 Conclusion -- References -- Virtuality's Influence on Performing Information Systems Development -- 1 Introduction -- 2 Conceptual Background -- 3 Research Methodology -- 4 Findings -- 4.1 Leading -- 4.2 Communicating -- 4.3 Collaborating -- 4.4 Trusting -- 4.5 Knowing -- 4.6 Dealing with Challenges -- 4.7 Developing with Agility -- 4.8 Assessing Achievements -- 4.9 Enacting Virtuality -- 5 Discussion -- 6 Conclusion -- References -- Factors Affecting Code Security in South African Organization -- 1 Introduction -- 2 Literature Review -- 3 Methodology -- 4 Findings and Discussion -- 4.1 The Reliance on IT Infrastructure Affects How IT Practitioners Perceive Code Security -- 4.2 Minimal Adoption of Security Tools Obstructs the Pursuit for Code Security -- 4.3 IT Practitioners' Expertise and Experience with Security Facilitates the Development of Security Code -- 4.4 Overworked Security Personnel Affect Code Security -- 4.5 Organization Support for Cybersecurity Specific Training Facilitate Code Security -- 4.6 Collaboration of IT Practitioners Enables the Development of Secure Code -- 5 Conclusion -- References -- Drained and Depleted: The Erosion of Personal and Professional Boundaries of Post-Covid IS Academics -- 1 Introduction -- 2 Theoretical Approach -- 3 Literature Review -- 3.1 Digital Technology -- 3.2 Work-Life Balance -- 3.3 Work-Life Conflict -- 3.4 Work from Home -- 3.5 Mobile Technology and Work-Life Balance Impacts -- 3.6 Negative Technological Impacts -- 3.7 Positive Technological Impacts -- 4 Methodology -- 5 Findings -- 5.1 Theme 1: Work-Life Balance -- 5.2 Theme 2: Work Intensification -- 5.3 Theme 3: Nature of Discipline. 5.4 Theme 4: Flexibility -- 5.5 Theme 5: Mobile Technology Use -- 6 Discussion and Conclusion -- References -- Exploring the Suitability of the TOE Framework and DOI Theory Towards Understanding AI Adoption as Part of Sociotechnical Systems -- 1 Introduction -- 2 Research Paradigm -- 3 Sociotechnical Systems -- 4 TOE Framework -- 5 DOI Theory -- 6 A Lens for Enabling AI Adoption -- 7 Conclusion -- References -- Key Principles of Ethics in Technology: An Organizational Technology Ethics Checklist -- 1 Introduction -- 2 Background -- 2.1 Digital Transformation -- 2.2 Ethics in Technology -- 2.3 Relationship Framework for Information Ethics -- 3 Methodology -- 4 Data Analysis and Findings -- 5 Categorization of Concepts to Information Ethics Relationship Framework and Derivation of Key Principles -- 6 Conclusion -- References -- ChatGPT in Scholarly Discourse: Sentiments and an Inflection Point -- 1 Introduction -- 2 Research Methodology -- 3 Results and Discussion -- 3.1 Main Information -- 3.2 Top 10 Country Specific Production -- 3.3 Top 10 Cited Articles -- 3.4 Top 10 Journals -- 3.5 Most Frequent Words -- 3.6 Thematic Map -- 3.7 Discussion of Findings -- 4 Conclusions -- References -- The Impact of 4IR Mobile Technologies on Small Businesses in Urban Areas of Pretoria in South Africa -- 1 Introduction and Background -- 2 Literature Review -- 2.1 Fourth Industrial Revolution (4IR) -- 2.2 Small Business in South Africa -- 2.3 Improving Connectivity in Small Businesses Through 4IR Mobile Technology -- 2.4 Opportunities and Challenges of Mobile Technologies in Small Business -- 2.5 Social Media Platforms to Be Used by Small Businesses -- 2.6 Key 4IR Mobile Technologies Utilised in Small Businesses -- 2.7 The Impact of 4IR on Small Businesses -- 2.8 Digital Transformation and Small Businesses -- 3 Research Methodology -- 3.1 Research Method. 3.2 Data Collection and Sampling. |
| Record Nr. | UNINA-9910736021203321 |
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Gerber Aurona
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| Cham : , : Springer Nature Switzerland : , : Imprint : Springer, , 2023 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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