Advances in artificial intelligence, software and systems engineering : proceedings of the AHFE 2021 Virtual Conferences on Human Factors in Software and Systems Engineering, Artificial Intelligence and Social Computing, and Energy, July 25-29, 2021, USA / / Tareq Z. Ahram, Waldemar Karwowski, Jay Kalra |
Autore | Ahram Tareq Z. |
Pubbl/distr/stampa | Cham, Switzerland : , : Springer, , [2021] |
Descrizione fisica | 1 online resource (548 pages) |
Disciplina | 004.019 |
Collana | Lecture Notes in Networks and Systems |
Soggetto topico |
Human-computer interaction
Artificial intelligence Intel·ligència artificial Interacció persona-ordinador |
Soggetto genere / forma |
Congressos
Llibres electrònics |
ISBN | 3-030-80624-3 |
Formato | Materiale a stampa |
Livello bibliografico | Monografia |
Lingua di pubblicazione | eng |
Nota di contenuto |
Intro -- Advances in Human Factors and Ergonomics 2021 -- Preface -- Contents -- Human Factors in Artificial Intelligence and Social Computing -- Human-AI-Collaboration in the Context of Information Asymmetry - A Behavioral Analysis of Demand Forecasting -- 1 Introduction -- 2 Literature Review -- 3 Methodology -- 4 Results -- 5 Conclusion -- References -- A Minimally Supervised Event Detection Method -- 1 Introduction -- 2 Method -- 2.1 Novelty Filtering -- 2.2 SME Tagging and Bayesian Network Classification -- 2.3 Iterative Workflow -- 3 Example Results -- 3.1 Choosing the Novelty Filter Threshold -- 3.2 SME Tagging and TAN BN Classification -- 4 Conclusion and Future Work -- References -- LDAvis, BERT: Comparison of Method Application Under Corona Conditions -- 1 Introduction -- 2 Data Preparation: Nominalization, Toponyms, Topic Count -- 3 Material Exploration: LDAvis, BERT -- 3.1 LDAvis -- 3.2 BERT -- 4 Conclusion -- References -- Artificial Intelligence (AI) Coupled with the Internet of Things (IoT) for the Enhancement of Occupational Health and Safety in the Construction Industry -- 1 Introduction -- 2 Legislations and Government Policies -- 3 Machine Learning Models -- 4 Artificial Intelligence -- 4.1 Principles and Methodology -- 4.2 Sub-systems -- 5 Limitations and Challenges -- 6 Conclusion -- References -- Graph-Based Modeling for Adaptive Control in Assistance Systems -- 1 Introduction -- 2 Adaptive Control and Pathways Modeling -- 3 Data-Driven Modeling for Flexible Adaption -- 4 Application Example -- 5 Conclusion -- References -- Chatbot User Experience: Speed and Content Are King -- 1 Introduction -- 2 Methodology -- 3 Participant Demographics -- 4 Research Findings -- 4.1 Individual Scenarios -- 4.2 Chatbot Overall Satisfaction Ratings and Predictors of Net Promoter Score -- 5 Best Practices in Designing Chatbots.
6 Conclusions -- References -- Is Artificial Intelligence Digital? -- 1 Introduction -- 2 Signal Characteristic -- 3 Crosstalk and Noise -- 4 Impact on Higher Level -- References -- Interpreting Pilot Behavior Using Long Short-Term Memory (LSTM) Models -- 1 Introduction -- 2 Methods -- 3 Results -- 4 Discussion -- 4.1 Interpretation of Window Length and Lag Length Decay Metrics -- 4.2 Applications and Next Steps -- 5 Conclusion -- References -- Felix: A Model for Affective Multi-agent Simulations -- 1 Introduction -- 2 Background -- 2.1 Emotions -- 2.2 Affective Computing -- 3 Project Laetitia -- 4 The Felix Model -- 4.1 Internal Components -- 4.2 Genetics -- 4.3 Fuzzy Affective System -- 4.4 Preliminary Data -- 5 Conclusions and Future Work -- References -- The Old Moral Dilemma of "Me or You" -- 1 Introduction -- 2 Research Background -- 2.1 Autonomous Vehicles (AVs) in Marketing Literature -- 2.2 The Ethical Issue -- 3 Research Design -- 4 Findings -- 5 Conclusion -- References -- Analysis of a Bankruptcy Prediction Model for Companies in Chile -- 1 Introduction -- 2 Methodology -- 3 Conclusions -- References -- Computational Intelligence Applied to Business and Services: A Sustainable Future for the Marketplace with a Service Intelligence Model -- 1 Introduction -- 2 Approaches to the Use of Computational Intelligence in Business -- 3 Incorporation of Computational Intelligence in the Design and Delivery of Services -- 4 A Sustainable Future for the Marketplace: Service Intelligence Model -- 5 Conclusions -- References -- Modeling Cognitive Load in Mobile Human Computer Interaction Using Eye Tracking Metrics -- 1 Introduction -- 2 Related Work -- 3 Proposed Approach -- 4 Results -- 5 Discussion -- 6 Conclusion -- References -- Theoretical Aspects of the Local Government's Decision-Making Process -- 1 Introduction. 2 Decision-Making Process and Related Theories -- 3 The Algebraic System and the Theory of Local Government's Management -- 4 The Decision Making as Inference -- 5 Conclusion -- References -- Application of AI in Diagnosing and Drug Repurposing in COVID 19 -- 1 Introduction -- 1.1 Diagnosis -- 1.2 Prognosis -- 1.3 Dashboards and Projections -- 2 Research and Development of Vaccines and Drugs -- 3 Prevention/Communication -- 4 Challenges -- 5 Conclusion -- References -- Using Eye-Tracking to Check Candidates for the Stated Criteria -- 1 Introduction -- 2 Technique and Research Methods -- 3 Search for Criteria for Decoding a Pupillogram in the "Gray Zone" and Results -- 4 Discussion -- 5 Main Results -- References -- Towards Understanding How Emojis Express Solidarity in Crisis Events -- 1 Introduction and Related Work -- 2 Data -- 3 Understanding the Emojis of Solidarity -- 3.1 RQ1: How Useful Are Emojis as Features in Classifying Expressions of Solidarity? -- 3.2 RQ2: What Sentiments Are Conveyed by Emojis in Solidarity Expressions During Crisis Events? -- 3.3 RQ3: How Can Emojis Be Used to Understand the Diffusion of Solidarity Expressions Over Time? -- 4 Conclusion and Discussion -- References -- Deep Neural Networks as Interpretable Cognitive Models for the Quine's Uncertainty Thesis -- 1 Introduction: Quine' Uncertainty Thesis Meets the Black Box -- 2 Gestalt Cognition Uncertainty as Enhanced Version for Quine' Uncertainty Thesis -- 3 Approaches for Tackling Gestalt Cognition in Deep Neural Networks -- 4 Conclusions: Interpretability as a Mixture of Computer Vision and Human Cognition -- References -- Artificial Intelligence: Creating More Possibilities for Programmatic Advertising -- 1 Challenge: Programmatic Advertising is Confronted with Increasingly Complicated. 2 Solution: AI Drives the Evolution of the Whole Chain of Programmatic Advertising -- 2.1 Deep Marketing Insight -- 2.2 Intelligent Advertising -- 2.3 Data Feedback and Optimization -- 3 Empowerment: Specific Application of AI Technology in Programmatic Advertising -- 3.1 Understanding Diverse Unstructured Data -- 3.2 Building Up Deep Users' Portrait -- 3.3 Achieving Creative Contents -- 4 Case: Programmatic Marketing Solution for Full Stack AI Decision-Making Platform -- 4.1 MIP, the AI Decision-Making Platform of Deep Zero|Pinyou [4] -- 4.2 The Digital and Intelligent Marketing Practice of Friso [4] -- 5 Reflection: Do not Fall into the Misunderstanding That Marketing is Only Technology-Based -- References -- A CRISP-DM Approach for Predicting Liver Failure Cases: An Indian Case Study -- 1 Introduction -- 2 Methodology -- 2.1 Business Understanding -- 2.2 Data Understanding -- 2.3 Data Preparation -- 2.4 Modeling -- 2.5 Evaluation -- 3 Results and Discussion -- 4 Conclusion -- References -- Towards a Most Suitable Way for AGI from Cognitive Architecture, Modeling and Simulation -- 1 Introduction -- 2 Artificial Intelligence, AGI and Cognitive Architecture -- 2.1 Artificial Intelligence and AGI -- 2.2 AI/AGI and Cognitive Architecture Share Same Ambition -- 2.3 Modeling, Cognitive Architecture and Simulation Aims at AGI -- 3 Cognitive Architecture: A Framework for Achieving AGI -- 3.1 AGI-Oriented and Model-Based Human Cognitive Characteristics -- 3.2 AGI-Oriented Cognitive Architecture and Its Mechanism -- 3.3 Implementation of Cognitive-Model-Based AGI Applications -- 4 Parameterization of Cognitive Characteristics in Cognitive Architecture and Modeling with PVT -- 4.1 Studies Motivation, Task and Cognitive Process -- 4.2 Parameterization, Modeling and Simulation -- 4.3 The Results -- 5 An AGI Case for Autonomous Maintenance/Assembly Task. 5.1 Autonomous Control Task and Cognitive Process -- 5.2 Cognitive Modeling and Simulation -- 5.3 The Results -- 6 Conclusion -- References -- Promoting Economic Development and Solving Societal Issues Within Connected Industries Ecosystems in Society 5.0 -- 1 Introduction -- 2 Key Areas Needing Change -- 3 Addressing These Challenges -- 3.1 Business Resiliency -- 3.2 Food Supply Chain -- 3.3 Digital Payments -- 4 Conclusions -- References -- Artificial Intelligence and Tomorrow's Education -- 1 Introduction -- 2 Applications of AI in Education -- 2.1 The Automation of Administrative Tasks -- 2.2 Collection and Analysis of Information to Create Smart Content -- 2.3 The Implementation of Virtual Assistants in the Teaching-Learning Process -- 2.4 The Potential Delivery of Lectures by Humanoid Robots with AI -- 3 Conclusions -- References -- Towards Chinese Terminology Application of TERMONLINE -- 1 Introduction -- 2 The Establishment of TERMONLINE -- 3 The Advancement of TERMONLINE -- 4 The Service Functions of TERMONLINE -- 5 A Case-Based Term Query and Retrieval -- 6 Conclusion -- References -- AsiRo-μ: A Multi-purpose Robotic Assistant for Educational Inclusion of Children with Multiple Disabilities -- 1 Introduction -- 2 Related Work -- 3 Proposed Method -- 3.1 Robotic Assistant -- 3.2 Gesture Recognition System -- 3.3 Systems Integration -- 4 Pilot Experiment and Preliminary Results -- 5 Conclusions -- References -- Intelligent Agent Proposal in a Building Electricity Monitoring System for Anomalies' Detection Using Reinforcement Learning -- 1 Introduction -- 2 Anomalies Detection in Building Electricity Consumption -- 3 Proposal -- 4 Conclusions -- References -- Voltammetric Electronic Tongues Applied to Classify Sucrose Samples Through Multivariate Analysis -- 1 Introduction -- 2 Methodology -- 2.1 Data Acquisition -- 2.2 Classifier Design. 3 Results. |
Record Nr. | UNINA-9910491030603321 |
Ahram Tareq Z. | ||
Cham, Switzerland : , : Springer, , [2021] | ||
Materiale a stampa | ||
Lo trovi qui: Univ. Federico II | ||
|
Advances in human factors and ergonomics in healthcare and medical devices : proceedings of the AHFE 2021 Virtual Conference on Human Factors and Ergonomics in Healthcare and Medical Devices, July 25-29, 2021, USA / / Jay Kalra, Nancy J. Lightner, Redha Taiar, editors |
Pubbl/distr/stampa | Cham, Switzerland : , : Springer, , [2021] |
Descrizione fisica | 1 online resource (805 pages) |
Disciplina | 620.82 |
Collana | Lecture notes in networks and systems |
Soggetto topico | Human engineering |
ISBN | 3-030-80744-4 |
Formato | Materiale a stampa |
Livello bibliografico | Monografia |
Lingua di pubblicazione | eng |
Nota di contenuto |
Intro -- Advances in Human Factors and Ergonomics 2021 -- Preface -- Contents -- Healthcare Advancement and Patient Safety -- Artificial Intelligence and Humanistic Medicine: A Symbiosis -- 1 Introduction -- 2 Availability of Sufficient Information -- 3 Clinical Care Beyond Data Points -- 4 Clinical Decision Making -- 5 Moving Forward Together to Attain the Highest Possible Caliber of Patient Care -- 6 Conclusion -- References -- Global Trends in Clinical Practice and Healthcare Delivery: Opportunities for Growth and Innovation -- 1 Introduction -- 2 Physician-Patient Interactions -- 3 Non-contributory Medical Practices -- 4 Diagnostic Accuracy -- 5 Disclosure of Medical Errors -- 6 Physician Burnout -- 7 Interactions Among Trends in Healthcare Delivery -- 8 Next Steps in Optimizing Clinical Practice and Healthcare Delivery -- 9 Conclusion -- References -- Healthcare Delivery: Leveraging Artificial Intelligence to Strengthen Healthcare Quality -- 1 Introduction -- 2 Applications in Diagnostic Medicine -- 3 The Future of AI in Medicine -- 4 Limitations -- 5 Ethical and Legal Challenges -- 6 AI Educational Model for Healthcare Providers -- 7 Conclusion -- References -- An mHealth Approach to Addressing Health Inequity -- 1 Introduction -- 1.1 Objective -- 2 Methodology -- 2.1 What are the SDOH that affect people's ability to be healthy? -- 2.2 How Can an mHealth Intervention Enable Clinicians to Provide Equitable Healthcare? -- 3 Results -- 3.1 Social Determinants of Health -- 3.2 MHealth Intervention in a Student Run Free Clinic -- 4 Discussion -- 5 Conclusion -- References -- Design Direction of Proton Radiotherapy Hospital -- 1 Introduction -- 2 Research Method -- 3 Research Methods -- 3.1 Waiting Time -- 3.2 Interview on Waiting Anxiety -- 3.3 Environmental Views and Suggestions -- 4 Design Direction Summary -- 4.1 Environmental Style.
4.2 Interior Furnishing Design -- References -- Inclusive-Resource Center Specialists' Mental Health -- 1 Introduction -- 2 Paper Preparation -- References -- Healthcare Issues and Risk Assessment -- The Benefits of Standardization in Healthcare Systems -- 1 Introduction -- 2 Definitions -- 3 Discussion -- 3.1 Case Study: Ms. Gibson, December 2020 -- 3.2 Benefits of Standardization -- 3.3 Achieving Benefits -- 4 Conclusions -- References -- How Might We Think About Safety? Inviting Deeper Reasoning Through Elaborative Inquiry -- 1 Introduction -- 2 Patient Safety Fellowship Background -- 3 Design of the Learning Session Approach -- 4 Discussion -- References -- The Flip Side of the Coin: Potential Hazards Associated with Standardization in Healthcare -- 1 Introduction -- 2 Examples of Hazards Introduced by Standardization -- 3 Discussion -- References -- Interoperability in Healthcare Systems: The Application of HRO Principles in New Technology Implementation in Digital Healthcare -- 1 Introduction -- 2 Four Primary Areas of Virtual Health -- 3 Digital Health Interventions in Socio-technical Healthcare Systems -- 4 Multiple-Systems Interoperability in Virtual Health -- 5 High Reliability Organizations and Virtual Health -- 6 Conclusion -- References -- Preliminary Wear Trial of Posture Training Bracewear for Older Adults with Degenerative Scoliosis (ADS) -- 1 Introduction -- 2 Method -- 3 Case Report -- 4 Conclusion -- References -- Using Exoskeletons to Assist Medical Staff During Prone Positioning of Mechanically Ventilated COVID-19 Patients: A Pilot Study -- 1 Introduction -- 2 Exploratory Study to Select the Most Suitable Exoskeleton at the Hospital Simulation Center -- 3 Quantification of the LAEVO's Assistance at the Hospital Simulation Center -- 4 Implementation in Real-Life Conditions in the ICU of the University Hospital of Nancy. 5 Use of the Exoskeleton in the ICU of the University Hospital of Nancy in the Second Wave of Pandemic -- 6 Conclusion -- References -- Establishing a Relationship Between VOMS Performance and Changes in EEG Signatures for a Rapid Assessment and Diagnosis of Concussions -- 1 Introduction -- 2 Background -- 3 Method and Study -- 3.1 Data -- 4 Discussion and Future Works -- References -- A Case Study of Initial In-Brace Spinal Correction of Anisotropic Textile Brace and Boston Brace -- 1 Introduction -- 2 Methodology -- 2.1 Participant -- 2.2 Procedures -- 3 Results and Discussion -- 3.1 Wear-Comfort Score -- 3.2 Initial Changes in Cobb's Angle and Coronal Balance -- 3.3 Initial Changes in Sagittal Balance -- 4 Conclusion -- References -- Machine Learning Approaches to Predict Scoliosis -- 1 Introduction -- 2 Method -- 2.1 Subjects -- 2.2 Experiments -- 2.3 Machine Learning Approaches -- 3 Results and Conclusion -- References -- Assessment of Relapse and Poly-Drug Use Among Heroin Addicts Patients Treated with the Methadone -- 1 Introduction -- 2 Materials and Methods -- 2.1 Institutional Context -- 2.2 Population -- 2.3 The ASI (Addiction Severity Index) -- 2.4 Method of Analysis -- 3 The Results -- 4 Discussion -- 5 Conclusion -- References -- Innovative Healthcare Technologies -- An Exploratory Assessment of Healthcare Porters and Their Musculoskeletal Disorders -- 1 Introduction -- 2 Materials and Methods -- 2.1 Recruitment and Selection -- 2.2 Semi-structured Interview -- 2.3 Observational Study 1 -- 2.4 Observational Study 2 -- 2.5 Ethical Considerations -- 2.6 Data Analysis -- 3 Results -- 3.1 Semi-structured Interviews -- 3.2 Observation Study 1 -- 3.3 Observation Study 2 -- 4 Discussion -- 5 Conclusions -- References -- Factors Mediating Use of Advanced Rehabilitation Technologies in the Home -- 1 Introduction -- 2 Research Question. 3 Method -- 4 Results -- 4.1 SDT Overview -- 4.2 Relatedness: The Centrality of Patient-Caregiver Dyads -- 4.3 Competence: Actual Versus Proxy Measures -- 4.4 Autonomy: The Will to Adhere -- 5 Discussion -- References -- Improving the Patient Room: Lessons from Acuity Adaptable Room -- 1 Introduction -- 2 Impact of Patient Transfers -- 3 Flexible Room and Equipment Design -- 3.1 Adapt the Patient Room to the Complexity Level of the Pathology -- 3.2 Balance Technological Complexities and Human Dimension -- 3.3 Decentralize Nursing Stations -- 4 Conclusions -- References -- Is Body Sway Model Valid to Analyze Postural Control for Diabetic Peripheral Neuropathy People? -- 1 Introduction -- 2 Methods -- 2.1 Perceptual Functions for Postural Control -- 2.2 Analogy of Body Sway -- 2.3 Statistical Analysis -- 3 Conclusion -- References -- Towards Sustainability: From the "Partial Care" to the "Complete Care" -- 1 Introduction -- 2 The "Partial Care" in Design Knowledge -- 2.1 Designers Care for Things + Things Care for Clients ≠ Designers Care for Clients -- 2.2 Designers Care for Things + Things Care for Environment ≠ Designers Care for Environment -- 3 Complete Care -- 3.1 From Creating Things to Transforming People -- 3.2 Complete Care: A Collection of Care-Relationships -- 4 Conclusion -- References -- 3D SEM Based Functional Nanostructure for Medical Imaging -- 1 Introduction -- 2 Mixed Reality (MR) Tool of Nano-Bio Applications -- 2.1 Nanostructure SEM Based Frames -- 2.2 3D Filter Structure Model of SEM Based Nanostructure -- 2.3 Digital 3D Model of Nanostructure -- 2.4 Using Tool for Nano-Bio Applications -- 2.5 Computing All Parameters like Thickness, Porosity, Fibers and Diameters -- 3 Conclusion -- References -- Advances in Medical Devices and Techniques -- Enhancing Prosthetic Hand Functionality with Elastic 3D-Printed Thermoplastic Polyurethane. 1 Introduction -- 2 Background -- 3 Case Study: A Customized 3D Printed Prosthetic Hand -- 3.1 Introduction -- 3.2 Discussion of Modifications -- 3.3 Process -- 3.4 Results -- 3.5 Learning from Case Study -- 3.6 Process -- 4 Development of an Improved Prosthesis Using Flexible TPU (Thermoplastic Polyurethane) Material -- 4.1 Introduction -- 4.2 Process -- 4.3 Learning and Discussion -- 5 Conclusion -- 5.1 Vision for Future Work -- References -- The Design of a User Centered Quick Diabetes Testing as a Possible Solution for Late Diagnosis Complications in Remote Communities -- 1 Introduction -- 2 Methodology -- 3 Previous Literature Review -- 3.1 Urine Tests -- 4 Design -- 4.1 Shape Justification -- 4.2 Casing Justification -- 4.3 Material Justification -- 4.4 Color Justification -- 5 Experiment -- 5.1 The Instructions. -- 5.2 The Survey -- 6 Results -- 7 Conclusions -- References -- Healthcare Innovation -- Blockchain-Based Healthcare Data Management: Current Practices and Opportunities Ahead -- 1 Introduction -- 2 Electronic Health Records and Blockchain Applications -- 3 Self-sovereign Identity and EHRs -- 4 Conclusion -- References -- Information and Communication Technology Application in Healthcare with Computer-Aided Design of Immediate Partial Dentures -- 1 Introduction -- 2 Materials, Methods and Technical Realization -- 2.1 Materials and Methods -- 2.2 Technical Realization -- 3 Conclusion -- References -- Improving Design of Intelligent Clinic Product Service System: A Case Study -- 1 Introduction -- 2 Intelligent Medical System and Product Service System -- 3 Case Analysis and Product Service System -- 3.1 Intelligent Clinic Based on Product Service System -- 4 Value Proposition of All Parties -- 4.1 Patient Value Proposition -- 4.2 Hospital Value Proposition -- 4.3 Value Proposition of Equipment Supplier. 5 Service Path and Opportunity Analysis. |
Record Nr. | UNINA-9910491031403321 |
Cham, Switzerland : , : Springer, , [2021] | ||
Materiale a stampa | ||
Lo trovi qui: Univ. Federico II | ||
|
Advances in Human Factors and Ergonomics in Healthcare and Medical Devices : Proceedings of the AHFE 2020 Virtual Conference on Human Factors and Ergonomics in Healthcare and Medical Devices, July 16-20, 2020, USA / / edited by Jay Kalra, Nancy J. Lightner |
Edizione | [1st ed. 2020.] |
Pubbl/distr/stampa | Cham : , : Springer International Publishing : , : Imprint : Springer, , 2020 |
Descrizione fisica | 1 online resource (396 pages) |
Disciplina | 620.82 |
Collana | Advances in Intelligent Systems and Computing |
Soggetto topico |
Engineering economy
Biomedical engineering Medicine, Industrial Engineering Economics, Organization, Logistics, Marketing Biomedical Engineering and Bioengineering Occupational Medicine/Industrial Medicine |
ISBN | 3-030-50838-2 |
Formato | Materiale a stampa |
Livello bibliografico | Monografia |
Lingua di pubblicazione | eng |
Record Nr. | UNINA-9910407737603321 |
Cham : , : Springer International Publishing : , : Imprint : Springer, , 2020 | ||
Materiale a stampa | ||
Lo trovi qui: Univ. Federico II | ||
|
Advances in Human Factors and Ergonomics in Healthcare and Medical Devices : Proceedings of the AHFE 2019 International Conference on Human Factors and Ergonomics in Healthcare and Medical Devices, July 24-28, 2019, Washington D.C., USA / / edited by Nancy J. Lightner, Jay Kalra |
Edizione | [1st ed. 2020.] |
Pubbl/distr/stampa | Cham : , : Springer International Publishing : , : Imprint : Springer, , 2020 |
Descrizione fisica | 1 online resource (351 pages) |
Disciplina |
362.1
620.82 |
Collana | Advances in Intelligent Systems and Computing |
Soggetto topico |
Quality control
Reliability Industrial safety User interfaces (Computer systems) Medicine, Industrial Medical informatics Biomedical engineering Quality Control, Reliability, Safety and Risk User Interfaces and Human Computer Interaction Occupational Medicine/Industrial Medicine Health Informatics Biomedical Engineering and Bioengineering |
ISBN | 3-030-20451-0 |
Formato | Materiale a stampa |
Livello bibliografico | Monografia |
Lingua di pubblicazione | eng |
Record Nr. | UNINA-9910366598503321 |
Cham : , : Springer International Publishing : , : Imprint : Springer, , 2020 | ||
Materiale a stampa | ||
Lo trovi qui: Univ. Federico II | ||
|