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Personalinformationssysteme in der Personalentwicklung und im Talent-Management: Eine empirische Untersuchung zum strategischen Einsatz und zur Rolle von Stakeholder*innen (Personalmanagement und Arbeitsorganisation)
by Jasmin MichlJasmin Michl realisiert eine tiefgehende Untersuchung zum Einsatz von Personalinformationssystemen in der Personalentwicklung und im Talent-Management mit besonderem Fokus auf strategische Einsatzgebiete und die Rolle von Stakeholder*innen. Im Rahmen ihrer Analyse verbindet die Autorin Perspektiven unterschiedlicher Interessengruppen, um die zentralen Herausforderungen digitaler Einführungsvorhaben im Personalbereich für Unternehmen und ihre Mitarbeitenden herauszuarbeiten. Hierbei wird auf Grundlage eines Mixed-Methods-Ansatzes deutlich, dass die erfolgreiche Bewältigung von technologischen Einführungsprojekten in HR keine rein technische Frage darstellt, sondern vielmehr eine der organisationalen Rahmenbedingungen und der sozialen Transformation. Die Erkenntnisse der Untersuchung bieten einen Einblick in transformationale Bewältigungs- und Positionierungsprobleme von und in Organisationen und bieten eine Grundlage zur Erarbeitung von möglichen Handlungs- und Zielfeldern für die Praxis.
VBA für Office-Automatisierung und Digitalisierung
by Irene WeberVBA bietet das Potenzial, effektive Digitalisierungslösungen mit geringem Aufwand zu realisieren. “VBA für Office-Automatisierung und Digitalisierung" zeigt mit vielen Codebeispielen die Automatisierung von Excel, Word, Outlook, PowerPoint, SAP ERP und SOLIDWORKS und das Zusammenwirken dieser Systeme. Auch Webservices und Rest APIs werden mit VBA angesprochen und erschließen interessante Möglichkeiten bis hin zu KI. Das Buch erläutert wichtige Konzepte und gibt viele Tipps, um VBA-Anwendungen mit einfachen Mitteln unternehmenstauglich und administrierbar zu gestalten.
Einstieg in Flutter mit Dart: Layout – Interaktion – Datenbank
by Peter BühlerDieses Buch vermittelt kompakt und praxisorientiert die wesentlichen Grundlagen von Flutter und Dart. Die Praxismodule, aufgebaut als Schritt-für-Schritt-Anleitungen, sind durchgehend mit Screenshots und Abbildungen illustriert und bieten eine fundierte Basis auch für die weitergehende Arbeit mit Flutter. Dartcodes veranschaulichen ergänzend Wort und Bild der Anleitungen, so kann das Programm durch praktische Arbeit erlernt werden. Die im Buch verwendeten Codedateien stehen zum Download auf GitHub bereit.
Proceedings of 3rd 2023 International Conference on Autonomous Unmanned Systems: Volume VII (Lecture Notes in Electrical Engineering #1177)
by Yi Qu Mancang Gu Yifeng Niu Wenxing FuThis book includes original, peer-reviewed research papers from the 3rd ICAUS 2023, which provides a unique and engaging platform for scientists, engineers and practitioners from all over the world to present and share their most recent research results and innovative ideas. The 3rd ICAUS 2023 aims to stimulate researchers working in areas relevant to intelligent unmanned systems. Topics covered include but are not limited to: Unmanned Aerial/Ground/Surface/Underwater Systems, Robotic, Autonomous Control/Navigation and Positioning/ Architecture, Energy and Task Planning and Effectiveness Evaluation Technologies, Artificial Intelligence Algorithm/Bionic Technology and their Application in Unmanned Systems.The papers presented here share the latest findings in unmanned systems, robotics, automation, intelligent systems, control systems, integrated networks, modelling and simulation. This makes the book a valuable resource for researchers, engineers and students alike.
An Introduction to Universal Artificial Intelligence (Chapman & Hall/CRC Artificial Intelligence and Robotics Series)
by Marcus Hutter David Quarel Elliot CattAn Introduction to Universal Artificial Intelligence provides the formal underpinning of what it means for an agent to act intelligently in an unknown environment. First presented in Universal Algorithmic Intelligence (Hutter, 2000), UAI offers a framework in which virtually all AI problems can be formulated, and a theory of how to solve them. UAI unifies ideas from sequential decision theory, Bayesian inference, and algorithmic information theory to construct AIXI, an optimal reinforcement learning agent that learns to act optimally in unknown environments. AIXI is the theoretical gold standard for intelligent behavior.The book covers both the theoretical and practical aspects of UAI. Bayesian updating can be done efficiently with context tree weighting, and planning can be approximated by sampling with Monte Carlo tree search. It provides algorithms for the reader to implement, and experimental results to compare against. These algorithms are used to approximate AIXI. The book ends with a philosophical discussion of Artificial General Intelligence: Can super-intelligent agents even be constructed? Is it inevitable that they will be constructed, and what are the potential consequences?This text is suitable for late undergraduate students. It provides an extensive chapter to fill in the required mathematics, probability, information, and computability theory background.
The Data Preparation Journey: Finding Your Way with R (Chapman & Hall/CRC Data Science Series)
by Martin Hugh MonkmanThe Data Preparation Journey: Finding Your Way With R introduces the principles of data preparation within in a systematic approach that follows a typical data science or statistical workflow. With that context, readers will work through practical solutions to resolving problems in data using the statistical and data science programming language R. These solutions include examples of complex real-world data, adding greater context and exposing the reader to greater technical challenges. This book focuses on the Import to Tidy to Transform steps. It demonstrates how “Visualise” is an important part of Exploratory Data Analysis, a strategy for identifying potential problems with the data prior to cleaning.This book is designed for readers with a working knowledge of data manipulation functions in R or other programming languages. It is suitable for academics for whom analyzing data is crucial, businesses who make decisions based on the insights gleaned from collecting data from customer interactions, and public servants who use data to inform policy and program decisions. The principles and practices described within The Data Preparation Journey apply regardless of the context.Key Features: Includes R package containing the code and data sets used in the book Comprehensive examples of data preparation from a variety of disciplines Defines the key principles of data preparation, from access to publication
The Data Preparation Journey: Finding Your Way with R (Chapman & Hall/CRC Data Science Series)
by Martin Hugh MonkmanThe Data Preparation Journey: Finding Your Way With R introduces the principles of data preparation within in a systematic approach that follows a typical data science or statistical workflow. With that context, readers will work through practical solutions to resolving problems in data using the statistical and data science programming language R. These solutions include examples of complex real-world data, adding greater context and exposing the reader to greater technical challenges. This book focuses on the Import to Tidy to Transform steps. It demonstrates how “Visualise” is an important part of Exploratory Data Analysis, a strategy for identifying potential problems with the data prior to cleaning.This book is designed for readers with a working knowledge of data manipulation functions in R or other programming languages. It is suitable for academics for whom analyzing data is crucial, businesses who make decisions based on the insights gleaned from collecting data from customer interactions, and public servants who use data to inform policy and program decisions. The principles and practices described within The Data Preparation Journey apply regardless of the context.Key Features: Includes R package containing the code and data sets used in the book Comprehensive examples of data preparation from a variety of disciplines Defines the key principles of data preparation, from access to publication
The AI Revolution: Volume 1 (Studies in Systems, Decision and Control #524)
by Bahaa AwwadThis comprehensive book explores the transformative role of artificial intelligence (AI) in business innovation and research. It provides a solid foundation in AI technologies, such as machine learning, natural language processing, and computer vision, and examines how they reshape business models and revolutionize industries. The book highlights the strategic implications of AI in enhancing customer experience, optimizing operations, and enabling data-driven decision-making. It explores the integration of AI with emerging trends like IoT, blockchain, and cloud computing for innovation. The role of AI in advancing scientific discovery and academic research is also explored, addressing challenges and opportunities in AI-driven methodologies. Organizational and ethical dimensions of AI implementation are considered, including talent acquisition, skills development, and data governance. Real-world case studies showcase AI's transformative power across diverse industries. This forward-thinking guide equips academics, researchers, and business leaders with knowledge and insights to harness the potential of AI and contribute to innovation and research.
Introduction to Supply Chain Analytics: With Examples in AnyLogic and anyLogistix Software (Classroom Companion: Business)
by Dmitry IvanovThe book offers a concise yet comprehensive introduction to supply chain analytics covering management, modeling, and technology perspectives. Designed to accompany the textbook “Global Supply Chain and Operations Management”, it addresses the topics of supply chain analytics in more depth. The book describes descriptive, predictive, and prescriptive supply chain analytics explaining methodologies, illustrating method applications with the use of training exercises, and providing numerous examples in AnyLogic and anyLogistix software. Throughout the book, numerous practical examples and short case studies are given to illustrate theoretical concepts. Along with AnyLogic and anyLogistix model development guidelines and examples, the book has two other distinct features. First, it reviews and explains novel frameworks and concepts related to data-driven decision-making and digital twins. Second, it shows how to use analytics to improve supply chain resilience.Without relying heavily on mathematical derivations, the book offers a structured presentation and explanation of major supply chain analytics techniques and principles in a simple, predictable format to make it easy to understand for students and professionals with both management and engineering backgrounds. Graduate/Ph.D. students and supply chain professionals alike would benefit from a structured and didactically-oriented concise presentation of the concepts, principles, and methods of supply chain analytics. Providing graduate students and supply chain managers with working knowledge of basic and advanced supply chain analytics, this book contributes to improving knowledge-awareness of decision-making in increasingly data-driven and digital environments. The book is supplemented by a companion website offering interactive exercises with the use of AnyLogic and anyLogistix software as well as Spreadsheet Modeling.
Integration of Constraint Programming, Artificial Intelligence, and Operations Research: 21st International Conference, CPAIOR 2024, Uppsala, Sweden, May 28–31, 2024, Proceedings, Part II (Lecture Notes in Computer Science #14743)
by Bistra DilkinaThis book constitutes the proceedings of the 21st International Conference on the Integration of Constraint Programming, Artificial Intelligence, and Operations Research, CPAIOR 2024, held in Uppsala, Sweden, during May 28–31, 2024.The 33 full papers and the 9 short papers presented in the proceedings were carefully reviewed and selected from a total of 104 submissions. The content of the papers focus on new techniques or applications in the area and foster the integration of techniques from different fields dealing with large and complex problems.
Geomatics for Environmental Monitoring: 26th Italian Conference, ASITA 2023, Virtual Event, December 18–20, 2023, Revised Selected Papers (Communications in Computer and Information Science #2088)
by Paola Zamperlin Enrico Borgogno MondinoThis book constitutes the proceedings of the 26th Italian Conference on Geomatics for Environmental Monitoring: From Data to Services, ASITA 2023, which was held as a virtual event during December 18-20, 2023. The 19 full papers included in this book were carefully reviewed and selected from 42 submissions. They were organized in topical sections as follows: Natural hazards monitoring and modelling; technological services for territory planning and Management; methodological advancements in data analysis and processing.
Organisation und Führung in turbulenten Zeiten: Entwurf und Implementierung unter Verwendung des 3-P-Modells
by Peter Wollmann Frank Kühn Michael Kempf Reto PüringerDieses Buch knüpft an die erfolgreiche Entwicklung des Drei-Säulen-Modells (3-P-Modell) der Autoren für die Organisation und Führung in disruptiven Zeiten an. Der Schwerpunkt liegt darauf, dem Leser bei der Umsetzung des Modells zu helfen und eine Vielzahl von Anwendungsfällen für diese VUCA-Zeiten (Volatilität, Ungewissheit, Komplexität und Mehrdeutigkeit), einschließlich globaler Krisen wie der COVID-19-Pandemie, zu liefern. Das Buch deckt ein breites Spektrum von Organisationen ab: privater und öffentlicher Sektor, Nichtregierungsorganisationen, lokale und globale Regierungsinstitutionen, globale Organisationen wie die UNO usw. Darüber hinaus wird aufgezeigt, wie das 3-P-Modell auf Herausforderungen bei der Organisationsgestaltung, dem Management und der Führung angewendet werden kann.
Wirtschaftsinformatik: Einführung und Grundlegung
by Alexander Mädche René Riedl Armin HeinzlDas Lehrbuch führt systematisch und grundlegend in die Wirtschaftsinformatik ein und behandelt die grundlegenden Phänomene der Wirklichkeit, ohne deren Vorhandensein und große praktische Bedeutung die Wirtschaftsinformatik als Wissenschaft und als wissenschaftliches Studium nicht existieren würde. Es beschreibt den Gegenstandsbereich, den Wissenschaftscharakter und die Wissenschaftsaufgaben sowie die Methoden, die zur Erklärung und Gestaltung verfolgt und verwendet werden. Es zeigt sowohl Zweck und Ziele der Wirtschaftsinformatik als auch grundlegende Phänomene wie Information und Kommunikation, Typen von Informationssystemen, Informationsinfrastruktur sowie Digitalisierung und digitale Transformation. Zudem wird die Rolle des Menschen als zentrales Element von Informationssystemen dargestellt. Das Buch richtet sich an Studierende und Lehrende in grundständigen Bachelor- und Masterprogrammen. Auch Schüler und Praktiker können anhand der Lektüre neue Erkenntnisse gewinnen.
Applications of Block Chain technology and Artificial Intelligence: Lead-ins in Banking, Finance, and Capital Market (Financial Mathematics and Fintech)
by Mohammad Irfan Khan Muhammad Muhammad Attique Khan Nader NaifarToday, emerging technologies offer a new pathway for advancing the economy in the fields of banking, finance, and capital markets. Blockchain applications play a crucial role in ensuring trust and security within these industries by relying on transparency and visibility through peer-to-peer networks. The banking industry has also witnessed increased operations speed, better transparency, efficiency enhancement, fraud extenuation at less cost while sharing real-time data between various parties. Thus, the adoption of blockchain in the Banking and Insurance industry is developing very fast. It has emerged as the commonly accepted default platform for the banking and insurance industry. This book explores how blockchain technology optimizes and integrates transactions and operations, facilitating easier access to information. This, in turn, has the potential to reduce communication costs and minimize minor data transfer errors. Additionally, the book delves into the current applications of blockchain technology in the financial industry, discusses its limitations, and outlines its future prospects for broader accessibility. This book is aimed at students and researchers in financial engineering and fintech and it can serve as a reference for identifying problem areas and their possible solutions.
Referenzmodell zur Digitalisierung des strategischen Einkaufs: Handlungsrahmen und Kernanforderungen zur Implementierung in Informationssystemen
by Boris David IdlerDieses Buch beschreibt einen anforderungsorientierten Handlungsrahmen zur Gestaltung digitaler Einkaufsprozesse. Das dafür entworfene Referenzmodell dient dabei als Ausgangspunkt mehrerer Ableitungen und ermöglicht ein grundlegendes Verständnis über die prozessualen Aufgaben im strategischen Einkauf, um die Ziele der Einkaufsorganisation zu unterstützen. Neben Lieferantenqualifikation oder Kostenmanagement werden auch Prozesse beschrieben, die erst durch eine Digitalisierung möglich sind. Damit kann die Überführung der Prozesse in Anforderungen an IT-Systeme vollzogen und auch der Frage nachgegangen werden, inwiefern die einzelnen Kernprozesse zu integrierten Prozessnetzwerken verbunden werden sollten.
Next-Generation Cybersecurity: AI, ML, and Blockchain (Blockchain Technologies)
by Keshav Kaushik Ishu SharmaThis book highlights a comprehensive overview of the recent advancements and challenges in the field of cybersecurity with a focus on the integration of artificial intelligence (AI), machine learning (ML), and blockchain technologies. The book targets both researchers and practitioners working in the field of cybersecurity and aims to fill the gap in the current literature by providing a comprehensive and up-to-date examination of the integration of AI, ML, and blockchain in cybersecurity systems. The book has a technical focus and provides an in-depthexamination of the latest developments in the field. It covers a range of topics including the basics of AI, ML, and blockchain, the application of AI and ML in cybersecurity, the use of blockchain in cybersecurity, and the integrationof AI, ML, and blockchain in cybersecurity systems. Each chapter is written by leading experts in the field and provides a thorough and technical overview of the topic, including case studies, examples, and practical applications.
Information Systems: 20th European, Mediterranean, and Middle Eastern Conference, EMCIS 2023, Dubai, United Arab Emirates, December 11-12, 2023, Proceedings, Part II (Lecture Notes in Business Information Processing #502)
by Marinos Themistocleous Khalid Al Marri Maria Papadaki Marwan Al ZarouniThis book constitutes selected papers from the 20th European, Mediterranean, and Middle Eastern Conference, EMCIS 2023, which was held in Dubai, UAE, during December 11-12, 2023. EMCIS covers technical, organizational, business, and social issues in the application of information technology and is dedicated to the definition and establishment of Information Systems (IS) as a discipline of high impact for IS professionals and practitioners. It focuses on approaches that facilitate the identification of innovative research of significant relevance to the IS discipline following sound research methodologies that lead to results of measurable impact. The 43 papers presented in this volume were carefully reviewed and selected from a total of 126 submissions. They were organized in topical sections as follows: Part I: Metaverse; blockchain technology and applications; digital governance; healthcare information systems; artificial intelligence; Part II: Big data and analytics; digital services and social media; innovative research projects; managing information systems; smart cities.
Metaverse for Industry 5.0 (SpringerBriefs in Applied Sciences and Technology)
by Nilanjan Dey Soumi MajumderThis book provides a detailed picture of the metaverse for industry 5.0. In the context of Industry 5.0, the concept of the metaverse aligns with the vision of Web 4.0, representing a digital ecosystem where individuals and organizations collaborate in a human-centric approach to create personalized value.This virtual universe connects multiple interconnected worlds, enabling real-time interactions between users and computer-generated environments. By integrating technologies such as artificial intelligence (AI), virtual reality (VR), augmented reality (AR), mixed reality(MR) and the Internet of Things (IoT), the metaverse within Industry 5.0 aims to foster innovation and enhance productivity, efficiency, and overall well-being through tailored and value-driven solutions. This book explores the concept of the metaverse in the context of Industry 5.0, highlighting its definition, evolution, advantages, and disadvantages. It also discusses pillars of technological advancement, challenges, and opportunities, ethical issues including its integration into various sectors, i.e., healthcare, construction, manufacturing and others. The entry concludes with a proposal for a conceptual framework for integrating the human-centric metaverse.
Multimedia Technology and Enhanced Learning: 5th EAI International Conference, ICMTEL 2023, Leicester, UK, April 28-29, 2023, Proceedings, Part I (Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering #532)
by Yu-Dong Zhang Bing Wang Zuojin Hu Xianwei JiangThe four-volume set LNICST 532, 533, 534 and 535 constitutes the refereed proceedings of the 5th EAI International Conference on Multimedia Technology and Enhanced Learning, ICMTEL 2023, held in Leicester, UK, during April 28-29, 2023.The 121 papers presented in the proceedings set were carefully reviewed and selected from 285 submissions. They were organized in topical sections as follows: AI-based education and learning systems; medical and healthcare; computer vision and image processing; data mining and machine learning; workshop 1: AI-based data processing, intelligent control and their applications; workshop 2: intelligent application in education; and workshop 3: the control and data fusion for intelligent systems.
IoT-Enabled Energy Efficiency Assessment of Renewable Energy Systems and Micro-grids in Smart Cities: Harnessing the Power of IoT to Create Sustainable and Efficient Urban Environments Volume 1 (Lecture Notes in Networks and Systems #984)
by Mustapha HattiThis book embarks on a transformative exploration of sustainable urban development, integrating Internet of Things (IoT) technologies in energy efficiency assessments of renewable energy systems and microgrids within smart cities. This work transcends conventional approaches, seamlessly blending theoretical insights with practical applications, and prioritizing real-time, IoT-enabled assessments for optimal energy utilization. Evolving the understanding of renewable energy systems and microgrids, the book distinguishes itself through its hands-on application of IoT technologies. It not only delves into theoretical aspects but also equips readers with actionable insights, guiding the implementation of IoT for informed decision-making in the dynamic landscape of smart city environments. From IoT sensor deployment strategies to data analytics techniques and practical considerations, the book's expansive scope offers a comprehensive roadmap for creating resilient and efficient energy ecosystems. Tailored for professionals, researchers, and policymakers in energy management, urban planning, and IoT technology, this resource speaks to a diverse audience. Whether the reader is an engineer aiming to optimize microgrid performance or a policymaker driving urban sustainability, the book provides indispensable insights. It serves as a compass, informing city planners on energy-efficient infrastructure, guiding researchers in developing impactful IoT applications, and assisting policymakers in formulating forward-thinking, eco-friendly regulations. In a world embracing smart technologies, this book emerges as an essential guide, steering stakeholders toward a future where the seamless integration of energy efficiency and IoT defines the landscape of truly smart and sustainable cities.
CompTIA Network+ Study Guide: Exam N10-009 (Sybex Study Guide)
by Todd Lammle Jon BuhagiarPrepare for the Network+ certification and a new career in network installation and administration In the newly revised Sixth Edition of CompTIA Network+ Study Guide: Exam N10-009, bestselling authors and network experts Todd Lammle and Jon Buhagiar deliver thorough and accurate coverage of how to install, configure, and troubleshoot today's networking hardware peripherals and protocols. This book shows you how to succeed on the in-demand CompTIA Network+ certification exam, impress interviewers in the networking industry, and excel in your first role as a network administrator, support technician, or related position. The accomplished authors draw on their combined 30+ years of networking experience to walk you through the ins and outs of the five functional domains covered by the Network+ Exam: N10-009: Networking concepts, implementation, operations, security, and troubleshooting. You'll also get: Comprehensive, domain-specific coverage of the updated Network+ Exam: N10-009 objectives Preparation for the leading network certification used by over 350,000 networking professionals Access to a superior set of online study tools, including hundreds of practice questions, flashcards, and a glossary of key terms Perfect for anyone preparing for the latest version of the CompTIA Network+ Exam: N10-009, the Sixth Edition of CompTIA Network+ Study Guide: Exam N10-009 is a must-have resource for network admins seeking to enhance their skillset with foundational skills endorsed by industry pros and thought leaders from around the world. And save 10% when you purchase your CompTIA exam voucher with our exclusive WILEY10 coupon code.
Recent Advancements in Tourism Business, Technology and Social Sciences: 10th International Conference, IACuDiT, Crete, Greece, 2023 - Vol. 2 (Springer Proceedings in Business and Economics)
by Vicky Katsoni George CassarThe book features the second volume of the proceedings of the 10th International Conference of the International Association of Cultural and Digital Tourism (IACuDiT), with the theme “Recent Advancements in Tourism Business, Technology, and Social Sciences,” which was held from August 29 to 31, 2023, in Crete, Greece. It showcases the latest research on Tourism Business, Technology, and Social Sciences and presents a critical academic discourse on smart and sustainable practices in the tourism industry, stimulating future debates and advancing readers’ knowledge and understanding of this critical area of tourism business in the post-COVID-19 era. COVID-19 produced dramatic effects on the global economy, business activities, and people, with tourism being particularly affected. The book discusses the resulting digital transformation process in a range of areas, including its effect on the social sciences combined with special forms of tourism. This accelerated digitalizationencourages the emergence of new digital products and services based on the principle of flexibility. The book focuses on the knowledge economy and smart destinations, as well as new modes of tourism management and development, and includes chapters on emerging technologies such as the Internet of Things, artificial intelligence, big data, and robotics in connection with various tourism practices.
Web and Big Data: 7th International Joint Conference, APWeb-WAIM 2023, Wuhan, China, October 6–8, 2023, Proceedings, Part II (Lecture Notes in Computer Science #14332)
by Jianxin Li Geyong Min Xiangyu Song Ruyi Feng Yunliang ChenThe 4-volume set LNCS 14331, 14332, 14333, and 14334 constitutes the refereed proceedings of the 7th International Joint Conference, APWeb-WAIM 2023, which took place in Wuhan, China, in October 2023. The total of 138 papers included in the proceedings were carefully reviewed and selected from 434 submissions. They focus on innovative ideas, original research findings, case study results, and experienced insights in the areas of the World Wide Web and big data, covering Web technologies, database systems, information management, software engineering, knowledge graph, recommend system and big data.
Web and Big Data: 7th International Joint Conference, APWeb-WAIM 2023, Wuhan, China, October 6–8, 2023, Proceedings, Part III (Lecture Notes in Computer Science #14333)
by Jianxin Li Geyong Min Xiangyu Song Ruyi Feng Yunliang ChenThe 4-volume set LNCS 14331, 14332, 14333, and 14334 constitutes the refereed proceedings of the 7th International Joint Conference, APWeb-WAIM 2023, which took place in Wuhan, China, in October 2023. The total of 138 papers included in the proceedings were carefully reviewed and selected from 434 submissions. They focus on innovative ideas, original research findings, case study results, and experienced insights in the areas of the World Wide Web and big data, covering Web technologies, database systems, information management, software engineering, knowledge graph, recommend system and big data.
AI-Oriented Competency Framework for Talent Management in the Digital Economy: Models, Technologies, Applications, and Implementation
In the digital-driven economy era, an AI-oriented competency framework (AIoCF) is a collection to identify AI-oriented knowledge, attributes, efforts, skills, and experiences (AKASE) that directly and positively affect the success of employees and the organization. The application of skills-based competency analytics and AI-equipped systems is gradually becoming accepted by business and production organizations as an effective tool for automating several managerial activities consistently and efficiently in developing and moving the capacity of a company up to a world-class level.AI-Oriented Competency Framework for Talent Management in the Digital Economy: Models, Technologies, Applications, and Implementation discusses all the points of an AIoCF, which includes predictive analytics, advisory services, predictive maintenance, and automated processes, which help to make the operations of project management, personnel management, or administration more efficient, profitable, and safe. The book includes the functionality of emerging career pathways, hybrid learning models, and learning paths related to the learning and development of employees in the production or delivery fields. It also presents the relationship between skills taxonomy and competency framework with interactive methods using datasets, processing workflow diagrams, and architectural diagrams for easy understanding of the application of intelligent functions in role-based competency systems. By also covering upcoming areas of AI and data science in many government and private organizations, the book not only focuses on managing big data and cloud resources of the talent management system but also provides cybersecurity techniques to ensure that systems and employee competency data are secure.This book targets a mixed audience of students, engineers, scholars, researchers, academics, and professionals who are learning, researching, and working in the field of workforce training, human resources, talent management systems, requirement, headhunting, outsourcing, and manpower consultant services from different cultures and industries in the era of digital economy.