Responsible AI and Analytics for an Ethical and Inclusive Digitized Society (häftad)
Häftad (Paperback / softback)
Antal sidor
1st ed. 2021
Springer Nature Switzerland AG
Griva, Anastasia / Pouloudi, Nancy
70 Illustrations, color; 59 Illustrations, black and white; XXI, 788 p. 129 illus., 70 illus. in col
234 x 156 x 41 mm
1117 g
Antal komponenter
1 Paperback / softback
Responsible AI and Analytics for an Ethical and Inclusive Digitized Society (häftad)

Responsible AI and Analytics for an Ethical and Inclusive Digitized Society

20th IFIP WG 6.11 Conference on e-Business, e-Services and e-Society, I3E 2021, Galway, Ireland, September 1-3, 2021, Proceedings

Häftad, Engelska, 2021-08-15
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This volume constitutes the proceedings of the 20th IFIP WG 6.11 Conference on e-Business, e-Services, and e-Society, I3E 2021, held in Galway, Ireland, in September 2021.* The total of 57 full and 8 short papers presented in these volumes were carefully reviewed and selected from 141 submissions. The papers are organized in the following topical sections: AI for Digital Transformation and Public Good; AI & Analytics Decision Making; AI Philosophy, Ethics & Governance; Privacy & Transparency in a Digitized Society; Digital Enabled Sustainable Organizations and Societies; Digital Technologies and Organizational Capabilities; Digitized Supply Chains; Customer Behavior and E-business; Blockchain; Information Systems Development; Social Media & Analytics; and Teaching & Learning. *The conference was held virtually due to the COVID-19 pandemic.
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Part I: Adopting AI for Digital Transformation & Public Good.- Affordances in Human-chatbot Interaction: A Review of the Literature.- AI in the Workplace: Exploring Emotions on Chatbot Use in IT services.- Chatbots at Work: A Taxonomy of Chatbots in Organisations.- A Process Model of Artificial Intelligence Implementation Leading to Proper Decision Making.- AI: Opportunities and Challenges - The Optimal Exploitation of (Telecom) Corporate Data.- Electronic Procurement Practices in the Public Sector: The Case of an Inter-organizational Information System in Ghana.- Adopting Artificial Intelligence in the Saudi Arabian Public Sector: Preliminary Findings.- Achieving Digital-driven Patient Agility in the Era of Big Data.- Responsible Machine Learning Pilot Test Projects: A Medical Coding Case Study.- Part II. AI & Analytics Decision Making.- Wise Data-Driven Decision-Making.- Data-driven Collaborative Human-AI Decision Making.- Always Trust the Advice of AI in Difficulties? Perceptions Around AI in Decision Making.- Big Data Analytics Affordances for Social innovation: a Theoretical Framework.- COVID-19 Discrepancies Rising from Population Density in the USA.- Part III. AI Philosophy, Ethics & Governance.- Ethics and AI Issues: Old Container with New Wine?.- Governing Artificial Intelligence and Algorithmic Decision Making: Human Rights and Beyond.- Analysing AI via Husserl & Kuhn: How a Phenomenological Approach to Artificial Intelligence Imposes a Paradigm Shift.- The Ethical Implications of Lawtech.- Deploying AI Governance Practices: A Revelatory case Study.- Towards Ecosystems for Responsible AI: Expectations on Sociotechnical Systems, Agendas and Networks in EU Documents.- Software Developmental and Philosophical Perspective.- Part IV. Privacy & Transparency in a Digitised Society.- Stop Ordering Machine Learning Algorithms by their Explainability! An Empirical Investigation of the Tradeoff between Performance and Explainability.- Gender Bias in AI: Implications for Managerial Practices.- A Systematic Review of Fairness in Artificial Intelligence Algorithms.- Is Downloading this App Consistent with my Values? Conceptualizing a Value-Centered Privacy Assistant.- Operationalizing a Glass Box Approach by Means of Visualization: Applied to a GA-profiling Application.- Part V. Digital Enabled Sustainable Organisations and Societies.- Artificial Intelligence and the Evolution of Managerial Skills: An Exploratory Study.- The Diffusion of Innovation Experience: Leveraging the Human Factor to Improve Technological Adoption Within an Organisation.- Exploring the Link Between Digitalization and Sustainable Development: Research Agendas.- Research Trends, Theories and Concepts on the Utilization of Digital Platforms in Agriculture: A Scoping Review.- The Impact of Industry 4.0 on the Business Models of Small and Medium Enterprises: A Systematic Literature Review.- VI. Digital Technologies and Organisational Capabilities.- To Study BIM as Boundary Objects from the Knowledge-As-Practice Perspective in the Construction Project - A Conceptual Framework.- Understanding How Enterprise Architecture Contributes to Organizational Alignment.- How Dynamic Capabilities Enable Agility: The Mediating Role of Digital Project Benefits.- ICT-based Inter-organisational Knowledge Exchange: A Narrative Literature Review Approach.- Industry 4.0 and Organisations: Key Organisational Capabilities.- Part VII. Digitised Supply Chains.- How Does IOS-enabled Business Intelligence Enhance Supply Chain Performance?.- A Review of AI in the Supply Chain Industry: Preliminary Findings.- A Dynamic Capability Lens to Investigate Big Data Analytics and Supply Chain Agility: Antecedents and Outcomes.- The Effect of Data-driven Culture on Customer Development and Firm Performance: The Role of Supply Chain Information Sharing and Supply Chain Information quality.- Part VIII. Customer Behavior and E-business.- The Use of Elaboration Likelihood Model in e