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

AvDenis Dennehy,Anastasia Griva

Häftad, Engelska, 2021

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Beskrivning

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.

Produktinformation

Utgivningsdatum:2021-08-15
Mått:155 x 235 x 44 mm
Vikt:1 206 g
Format:Häftad
Språk:Engelska
Serie:Lecture Notes in Computer Science
Antal sidor:788
Förlag:Springer Nature Switzerland AG
ISBN:9783030854461

Utforska kategorier

E-handel inom Ekonomi och Ledarskap
Referensverk och tvärvetenskap inom Samhälle och politik
Hårdvara inom Data och IT

Innehållsförteckning

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 AIin 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 Technologiesand 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 Behaviorand E-business.- The Use of Elaboration Likelihood Model in eWOM Research: Literature Review and Weight-analysis.- Explaining the network of Factors that Influence the Timing of and Decision to Upgrade Enterprise Systems.- An Overview of the Application of Sentiment Analysis in Quality Function Deployment.- Cash is King, isn't it? Payment Preferences and Switching Intentions of German Customers.- Mining Segmentation Patterns Using E-commerce Retail Data: An experience report.- Part IX. Blockchain.- Blockchain in a Business Model: Exploring Benefits and Risks.- Key Characteristics to Create Optimized Blockchain Consensus Algorithms.- A Systematic Literature Review of Blockchain Consensus Protocols.- New Trend on the Block: How Blockchain Technology is Impacting the Fashion Industry from the Consumer’s Perspective.- Part X. Information Systems Development.- Digital Transformation of Software Development: Implications for the Future of Work.- Business Analytics Continuance in Software and Systems Development Projects – A Preliminary Analysis.- Artificial Intelligence (AI) Capabilities, Trust and Open Source Software Team Performance.- Part XI. Social Media & Analytics.- Modeling Malicious Behaviors and Fake News Dissemination on Social Networks.- Developing Machine Learning Model for Predicting Social Media Induced Fake News.- A Deep Multi-modal Neural Network for the Identification of Hate Speech from Social Media.- Influencer is the New Recommender: Insights for Enhancing Social Recommender Systems.- Impact of COVID-19 pandemic on E-participation of Fans in Sports Events.- Investigating the Dynamics of Polarization in Online Discourse during COVID-19 Pandemic.- Ecosystem of Social Media Listening Practices for Crisis Management.- #SDG13: Understanding Citizens Perspective Regarding Climate Change on Twitter.- Part XII. Teaching & Learning.- A Multi-Level Analysis of Mistrust/Trust Formation in Algorithmic Grading.- Computational Numeracy (CN) for under-prepared, novice programming students.- Using Data Analytics to Detect Possible Collusion in a Multiple Choice Quiz Test.- Perceptions of Students for a Gamification Approach: Cities Skylines as a Pedagogical Tool in Urban Planning Education.- Social Exclusion in Gamified Information Systems.-

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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

Beskrivning

Produktinformation

Utforska kategorier

Innehållsförteckning

Du kanske också är intresserad av

Responsible Design, Implementation and Use of Information and Communication Technology

Digital Nations – Smart Cities, Innovation, and Sustainability

Role of Digital Technologies in Shaping the Post-Pandemic World

Disruptive Innovation in a Digitally Connected Healthy World

Challenges and Opportunities in the Digital Era

Digital Transformation for a Sustainable Society in the 21st Century

Social Media: The Good, the Bad, and the Ugly

Digital Transformation for a Sustainable Society in the 21st Century

Responsible Design, Implementation and Use of Information and Communication Technology

New Sustainable Horizons in Artificial Intelligence and Digital Solutions

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