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The Other Dark Matter: The Science and Business of Turning Waste into Wealth and Health
by Lina ZeldovichGrossly ambitious and rooted in scientific scholarship, The Other Dark Matter shows how human excrement can be a life-saving, money-making resource—if we make better use of it. The average person produces about four hundred pounds of excrement a year. More than seven billion people live on this planet. Holy crap! Because of the diseases it spreads, we have learned to distance ourselves from our waste, but the long line of engineering marvels we’ve created to do so—from Roman sewage systems and medieval latrines to the immense, computerized treatment plants we use today—has also done considerable damage to the earth’s ecology. Now scientists tell us: we’ve been wasting our waste. When recycled correctly, this resource, cheap and widely available, can be converted into a sustainable energy source, act as an organic fertilizer, provide effective medicinal therapy for antibiotic-resistant bacterial infection, and much more. In clear and engaging prose that draws on her extensive research and interviews, Lina Zeldovich documents the massive redistribution of nutrients and sanitation inequities across the globe. She profiles the pioneers of poop upcycling, from startups in African villages to innovators in American cities that convert sewage into fertilizer, biogas, crude oil, and even life-saving medicine. She breaks taboos surrounding sewage disposal and shows how hygienic waste repurposing can help battle climate change, reduce acid rain, and eliminate toxic algal blooms. Ultimately, she implores us to use our innate organic power for the greater good. Don’t just sit there and let it go to waste.
Intraoperative Neuromonitoring: Fundamentals, Possibilities, Limitations (Issn Ser.)
by Josef Zentner David B. MacDonald Celine WegnerIntraoperative neurophysiological monitoring (IONM) has gained increasing interest during the past decades and is now an integral part of various surgical disciplines, especially in neurosurgery, but also in otolaryngology, orthopedics, vascular surgery and general surgery. With expanding applications and evolving techniques, the monitoring team is faced with increasingly complex tasks and responsibilities. Despite its importance and significance in modern surgical medicine and the expectations associated with it, IONM is still not a regular part of the training program of medical professionals. Although knowledge on monitoring is imparted in basic courses offered by a few professional societies, systematic training of medical and non-medical staff according to a standardized curriculum is still lacking.This book aims to contribute to closing this gap. It provides a practical guide to help medical, nursing, and technical personnel get familiar with intraoperative neuromonitoring. The basic tenor is to combine theoretical and practical knowledge and thus to systematically convey essential skills about fundamentals, possibilities, but also limitations of IONM to a broad circle of readers. In order to achieve this goal, the text has been reduced to the absolutely necessary length in favor of numerous illustrations and tables.After an introduction to the tasks, the significance, and the historical development of IONM, the anatomical, physiological and physical basics are presented. This is followed by a presentation of various modalities as well as stimulation and recording techniques. The intraoperative part begins with some information on the organizational processes in the operating room, the presentation of safety aspects, and a description of the influences of anesthesia on monitoring, including the special aspects of awake surgery. This is followed by some basic remarks on the interpretation of monitoring results and a rough overview of the application fields of IONM in various disciplines including representative case examples. The manual concludes with an evaluation of the efficiency of monitoring and practical recommendations for the detection and elimination of intraoperative sources of error. Self-tests in individual chapters are intended to give readers the opportunity to determine their level of knowledge.
Tomorrow, and Tomorrow, and Tomorrow: A novel
by Gabrielle ZevinNEW YORK TIMES BEST SELLER • Sam and Sadie—two college friends, often in love, but never lovers—become creative partners in a dazzling and intricately imagined world of video game design, where success brings them fame, joy, tragedy, duplicity, and, ultimately, a kind of immortality. It is a love story, but not one you have read before. "Delightful and absorbing." —The New York Times • "Utterly brilliant." —John Green One of the Best Books of the Year: The New York Times, Entertainment Weekly, TIME, GoodReads, Oprah Daily From the best-selling author of The Storied Life of A. J. Fikry: On a bitter-cold day, in the December of his junior year at Harvard, Sam Masur exits a subway car and sees, amid the hordes of people waiting on the platform, Sadie Green. He calls her name. For a moment, she pretends she hasn&’t heard him, but then, she turns, and a game begins: a legendary collaboration that will launch them to stardom. These friends, intimates since childhood, borrow money, beg favors, and, before even graduating college, they have created their first blockbuster, Ichigo. Overnight, the world is theirs. Not even twenty-five years old, Sam and Sadie are brilliant, successful, and rich, but these qualities won&’t protect them from their own creative ambitions or the betrayals of their hearts.Spanning thirty years, from Cambridge, Massachusetts, to Venice Beach, California, and lands in between and far beyond, Gabrielle Zevin&’s Tomorrow, and Tomorrow, and Tomorrow examines the multifarious nature of identity, disability, failure, the redemptive possibilities in play, and above all, our need to connect: to be loved and to love.
Weathering Tomorrow: Climate Analogues and Adaptation Gaps in Europe
by ZhaA report from the International Monetary Fund.
Die Wahrnehmung der südafrikanischen Eliten gegenüber China
by Mengshu ZhanIn den vergangenen 20 Jahren mit den intensiven chinesischen Aktivitäten auf dem afrikanischen Kontinent sind die Beziehungen zwischen China und Afrika zu einem wichtigen Forschungsgegenstand in der internationalen Politikwissenschaft geworden. Der Großteil dieser Abhandlungen analysiert das Thema aus der Perspektive Chinas, dagegen sind kaum systematische Untersuchungen aus dem Blickwinkel der Afrikaner zu finden. In diesem Buch werden die Wahrnehmungen der südafrikanischen Eliten in Bezug auf China in den Jahren von 2006 bis 2016 systematisch untersucht. Die Wahrnehmungen konzentrierten sich dabei auf Chinas Auswirkungen auf Südafrika bezogen auf vier Aspekte: Chinas wirtschaftliche Aktivitäten, die chinesische globale politische Strategie, das chinesische Entwicklungsmodell sowie Chinas Soft Power. Es kommen die Konstruktivismus-Theorie von Alexander Wendt als Forschungstheorie und die Diskursanalyse von Jürgen Habermas als Forschungsmethode zur Anwendung. Durch die Analyse kann geschlussfolgert werden, dass die südafrikanischen Eliten in Bezug auf die Wirtschaft hauptsächlich Wahrnehmungen der Kategorie Freund äußern und bezüglich der Politik, Kultur und Medien finden sich in der Regel Wahrnehmungen der Kategorie Konkurrent. Im Allgemeinen lassen sich die Wahrnehmungen gegenüber China als positiv identifizieren, gehören also der Kategorie Freund an.
Transition Metal Carbides and Nitrides (MXenes) Handbook: Synthesis, Processing, Properties and Applications
by Chuanfang Zhang Michael NaguibA comprehensive overview of the synthesis of high-quality MXenes In Transition Metal Carbides and Nitrides (MXenes) Handbook: Synthesis, Processing, Properties and Applications, a team of esteemed researchers provides an expert review encompassing the fundamentals of precursor selection, MXene synthesis, characterizations, properties, processing, and applications. You’ll find detailed discussions of the selection of MXene members for specific applications, as along with summaries of the physical and chemical properties of MXenes, including electrical, mechanical, optical, electromechanical, electrochemical, and electromagnetic properties. The authors delve into both successful and unsuccessful synthesis examples, offering detailed explanations of various failures to facilitates a comprehensive understanding of the reasons behind unsuccessful syntheses. Additionally, they provide detailed examinations on the characterizations of MXenes, empowering readers to develop a sophisticated understanding of how to achieve optimal quality, flake size, oxidation states, and more. You’ll also find: A thorough review of common applications of MXenes, including electrochemical applications, electromagnetic interference shielding, communications devices, and more Comprehensive explorations of solution and non-solution processing of MXenes Practical discussions of the synthesis of high-quality MXene powders, colloidal solutions and flakes, including information about MXene precursors Fulsome treatments of MXene precursor selection and their impact on MXene quality Tailored to meet the needs of graduate students, researchers, and scientists in the areas of materials science, inorganic chemistry, and physical chemistry, the Transition Metal Carbides and Nitrides (MXenes) Handbook will also benefit biochemists and professionals working in drug delivery.
R for Programmers: Mastering the Tools
by Dan ZhangUnlike other books about R, written from the perspective of statistics, this book is written from the perspective of programmers, providing a channel for programmers with expertise in other programming languages to quickly understand R. The contents are divided into four parts: the basics of R, the server of R, databases and big data, and the appendices, which introduce the installation of Java, various databases, and Hadoop. Because this is a reference book, there is no special sequence for reading all the chapters. Anyone new to the subject who wishes to master R comprehensively can simply follow the chapters in sequence.
Strange Likeness: Description and the Modernist Novel (Thinking Literature)
by Dora ZhangThe modern novel, so the story goes, thinks poorly of mere description—what Virginia Woolf called “that ugly, that clumsy, that incongruous tool.” As a result, critics have largely neglected description as a feature of novelistic innovation during the twentieth century. Dora Zhang argues that descriptive practices were in fact a crucial site of attention and experimentation for a number of early modernist writers, centrally Woolf, Henry James, and Marcel Proust. Description is the novelistic technique charged with establishing a common world, but in the early twentieth century, there was little agreement about how a common world could be known and represented. Zhang argues that the protagonists in her study responded by shifting description away from visualizing objects to revealing relations—social, formal, and experiential—between disparate phenomena. In addition to shedding new light on some of the best-known works of modernism, Zhang opens up new ways of thinking about description more broadly. She moves us beyond the classic binary of narrate-or-describe and reinvigorates our thinking about the novel. Strange Likeness will enliven conversations around narrative theory, affect theory, philosophy and literature, and reading practices in the academy.
Assessing L2 Digital Multimodal Composing Competence (Routledge Focus on Applied Linguistics)
by Emily Di Zhang Shulin YuThis book focuses on assessing L2 student digital multimodal composing (DMC) competence. It explores key themes, including the conceptualization of L2 student DMC competence, and the development, validation, and utilization of L2 student DMC competence in the tertiary context.Through a thorough review of the DMC literature, the book furnishes readers with a theoretical framework to comprehensively grasp the underlying constructs of L2 student DMC competence. It also provides a delineation of the process of scale development, i.e., defining constructs, constructing items, and analyzing items, scale validation, i.e., the structural, external, and consequential construct validity of the scale, and scale utilization in students’ DMC self- and peer-assessment practices.This practical guidance equips educators and practitioners with the necessary tools and strategies to effectively assess and enhance L2 students’ DMC competence. Scholars and professionals in the fields of L2 writing, language assessment, digital literacy, and technology-enhanced language learning will gain valuable insights from the content.
Network Slicing for Future Wireless Communication: Theory and Application (Wireless Networks)
by Haijun Zhang Wanqing GuanThis book comprehensively discusses the development, application and challenges of network slicing technology in wireless communications. Starting with the basic concept and enabling technologies of network slicing, this book introduces how to integrate AI (Artificial Intelligence) technology into the end-to-end deployment, resource allocation and performance enhancement for multi-tenant slicing. An in-depth exploration of managing multi-domain slices deployed in the federated infrastructure networks is presented, including on-demand cooperation among multiple infrastructure networks, distinct slice deployment, hierarchical slice orchestration and fast slice adaption. As a guide to leveraging AI to enhance traffic performance of multi-tenant slicing and customize resource slicing for industrial scenarios, this book provides insights, modeling, applications and research issues. A holistic perspective on prominent role of network slicing in managing wireless network resources is provided as well. Overall, network slicing as a key technology of wireless networks, enables to satisfy differentiated service demands of multiple tenants from vertical industries with the same shared physical infrastructure network. As future wireless networks are expected to facilitate the evolution of vertical industries, various vertical enterprises as tenants require an intelligent network slicing paradigm to provide highly customizable services. AI-based management system for network slicing excel at deploying slices rapidly, allocating resources efficiently and avoiding service quality degradation. With the increasing diversity of service demands and complexity of communication environment, incorporating AI into network slicing is a necessity for improving flexibility and automation of resource management. This book targets advanced-level students in information and communication sciences as a secondary textbook. Researchers and industry professionals working in various areas, such as wireless communication systems, network management and orchestration, resource allocation and AI-enabled wireless networks will also find this book useful as reference book.
Equity Issues in Chinese Higher Education Policy: A Case Study of the Enrolment Expansion Policy (ISSN)
by Hongzhi ZhangInvestigating the highly influential enrolment expansion policy in Chinese higher education, this book outlines how educational equity issues were understood and addressed in the formulation and implementation of the policy, and its impacts on the socio-economic fabric of China in the past decades.Drawing on Chinese policy documents and interviews with government and university representatives, Zhang examines the education system under the Mao era and the post-Mao era and outlines the different approaches to equity that have characterized education in China in the 20th and 21st centuries. Stephen Ball’s "policy cycle" is used as a framework to analyse the various contexts (text, discourse, and social practice) in which policy is formed. Zhang argues that education policy was not simply driven by concerns of equity but also by economic interests and political discourse. Zhang further goes on to analyse how education policy was implemented by provincial governments and highlights the tension between central policy and on-the-ground implementation.Bringing analysis of Chinese policy and research to a wider audience, this text will interest education policymakers and academics in the field of educational equity and higher education research.
Mental Fatigue Assessment in Demanding Marine Operations
by Houxiang Zhang Thiago Gabriel MonteiroThis book investigates how human mental fatigue (MF) can be objectively measured during demanding maritime operations. The maritime domain is characterized by demanding operations. These operations can be especially complex and dangerous when they require coordination between different maritime vessels and several maritime operators. The best approach to quantify MF is through the use of physiological sensors including electroencephalogram (EEG), electrocardiogram, electromyogram, temperature sensor, and eye tracker can be applied, individually or in conjunction, in order to collect relevant data that can be mapped to an MF scale. More than simpler sensor fusion, this book bridges the gap between relevant sensor data and a quantifiable MF level using both data-driven and model-based approaches. Data-driven part investigates the use of different NNs combined for the MF assessment (MFA) task. Among the different architectures tested, convolutional neural networks (CNN) showed the best performance when dealing with multiple physiological data channels. Optimization was used to improve the performance of CNN in the cross-subject MFA task. Testing different combinations of physiological sensors indicated a setup consisting of EEG sensor only was the best option, due to the trade-off between assessment precision and sensor framework complexity. These two factors are of great importance when considering an MFA system that could be implemented in real-life scenarios. The model-based discussion applies the current knowledge about the use of EEG data to characterize MF to develop an MF approach to quantify the progression of MF in maritime operators. In the research presented in this book, realistic vessel simulators were used as a platform for experimenting with different operational scenarios and sensor setups.
Proceedings of the 14th International Symposium on Computer Science in Sport (Lecture Notes on Data Engineering and Communications Technologies #209)
by Hui Zhang Martin Lames Arnold Baca Yingcai WuThis book is a compilation of selected papers from the 14th International Symposium on Computer Science in Sport (IACSS 2023), held on September 27-30, 2023 in Hangzhou, China. The work focuses on the application of computer science and technology in the field of sports (such as intelligent data collection, data mining, visual analysis of game data, virtual reality, machine learning, computer vision, match prediction models and performance analysis). The contents make valuable contributions to academic researchers, college students, coaches and athletes, and sports management personnel (such as managers of sports associations, training bases, and professional clubs). Additionally, readers will encounter new ideas for realizing a more efficient and convenient training and exercise system.
Cross-Cultural Communication of Chinese Brands
by Jingyun ZhangThis book presents theoretical insights into key aspects of Chinese brand cross-cultural communication, such as psychological distance, implicit context, brand narrative and influence of bridge crowds.This book applies the psychological distance theory of communication to study the psychological distance strategy of cross-cultural communication of Chinese brands from macro and micro perspectives, and proposes to resolve cultural differences by adjusting psychological distance. Based on the above theories,the authors construct the cross-cultural communication strategy model for Chinese brands, in which the following models have been proposed, such as the stages of globalization for Chinese brands, Internationalization of Chinese Enterprises (general as well as several application models).Chapter IX includes five cases studies, including Huawei, CRRC Yongji, COFCO, Yili Thailand and the " Walking Lunar New Year's Eve Dinner" project, which represent four types of brands: high-end equipment, fast moving consumer goods, high technology and cultural activities brand.This book not only provides readers with a broader understanding of brand cross-cultural communication research, but also offers practical suggestions for companies in emerging market countries , especially Chinese enterprises that are undergoing brand globalization.
Lotus: A Novel
by Lijia ZhangNamed one of the best books of 2017 by NPR's Book ConciergeInspired by the secret life of the author’s grandmother, Lotus follows a young woman torn between past traditions and modern desires—as she carves out a life for herself in China’s “City of Sins” “Standing outside the Moonflower Massage Parlor with three other girls, Lotus flashed her red smile at every passing man. She leaned against the glass front of the parlor, one leg bent like a crane's. Luring in the clients with sweet and oily words consumed a surprising amount of energy"Reserved, at times defiant, Lotus is different from the other streetwalkers. Her striking eyes glow under Shenzhen’s neon lights, capturing the attention of Funny Eye, Family Treasure, and a slew of other demanding clients determined to make Lotus their property. Choosing between wealthy, powerful, and dangerous men is no easy feat, but it is a surprising offer from Binbing, a soft-spoken and humble photojournalist, that presents the biggest challenge. Is Lotus willing to fall in love? Is she capable of it?Inspired by the deathbed revelation that the author’s grandmother had been sold to a brothel in her youth,Lotus offers compelling insight into China’s bustling underground world and reveals the surprising strength found in those confronted with impossible choices. Written with compassion and vivid prose, and packed with characters you won’t soon forget, Lijia Zhang's Lotus examines what it means to be an individual in a society that praises restraint in and obedience from its women.
Handbook of 3D Machine Vision: Optical Metrology and Imaging (Series in Optics and Optoelectronics)
by Song ZhangChoosing from the numerous 3D vision methods available can be frustrating for scientists and engineers, especially without a comprehensive resource to consult. Filling this gap, this handbook gives an in-depth look at the most popular 3D imaging techniques. Written by key players in the field and inventors of important imaging technologies, it helps you understand the core of 3D imaging technology and choose the proper 3D imaging technique for your needs. For each technique, the book provides its mathematical foundations, summarizes its successful applications, and discusses its limitations.
Sample Size Calculations for Clustered and Longitudinal Outcomes in Clinical Research (Chapman & Hall/CRC Biostatistics Series #71)
by Song Zhang Chul Ahn Moonseoung HeoAccurate sample size calculation ensures that clinical studies have adequate power to detect clinically meaningful effects. This results in the efficient use of resources and avoids exposing a disproportionate number of patients to experimental treatments caused by an overpowered study. Sample Size Calculations for Clustered and Longitudinal Outcom
Quantitative Process Control Theory (ISSN)
by Weidong ZhangQuantitative Process Control Theory explains how to solve industrial system problems using a novel control system design theory. This easy-to-use theory does not require designers to choose a weighting function and enables the controllers to be designed or tuned for quantitative engineering performance indices such as overshoot.In each chapter, a s
Special Topics in Quantum Optics
by Weiping Zhang Zeng-Bing ChenThis book highlights quantum optics technologies that can revolutionize the way we encode, store, transmit, and handle information. These technologies can help us overcome bottlenecks in classical physics-based information technology in information transmission capacity, computing speed, and information security. The book provides readers with new perspectives on potential applications of the quantum theory. Besides, the book summaries the research advances in quantum optics and atom optics, including manipulation and construction of the quantum states of photons and even atoms, molecules, and matter at the quantum level, and new phenomena and technologies brought about by the interactions between photons and the quantum states of matter. The book provides extensive and thoroughly exhaustive coverage of quantum optics. It is suitable for researchers and graduate students of optical physics and quantum optics.
Chinese Conceptions of Democratic Education: Ethnographic Insights and Classroom Practice (Critical Global Citizenship Education)
by Wenchao ZhangThis book draws on a rich ethnographic study to examine Chinese democracy and its practices in democratic education.As the first book to interrogate practices of democratic education from an insider perspective, it offers a unique model of Chinese democratic education based in school practices. It illuminates connections between the school practices of Chinese democratic education, the Chinese democratic system and the effects of globalizations. As such, it analyses the particular ways in which educators can and must balance global needs and local cultures. Ultimately arguing that comprehension of Chinese democracy and its educational practices should take root in the specific social and cultural context in which it was developed, it advocates that a more comprehensive understanding of democracy and democratic education can be achieved. Building on this premise, it outlines ways to guide enhanced critical analysis and cultivate mutual cultural respect, thereby contributing to the pursuit of a more peaceful world. Drawing on rich and detailed narratives, dialogue, observation, and reflexivity, the author successfully situates the Chinese experience within a global landscape and challenges the mainstream understanding of democracy on the global stage.Promoting tolerance of other cultures and opening up new ways of thinking from a globally diverse perspective, it will appeal to researchers, postgraduate students and educators with interests in global citizenship education, social studies education, democracy, and international education.
The 37th Annual Conference on Power System and Automation in Chinese Universities (Lecture Notes in Electrical Engineering #1030)
by Xiao-Ping Zhang Yi Ding Pingliang Zeng Vladimir Terzija Yunxia LuoThis book includes original, peer-reviewed research papers from the 37th Annual Conference of Power System and Automation in Chinese Universities (CUS-EPSA), held in Hangzhou, China on October 23-25, 2022. These papers cover topics as Evolution and development path of the power system, Resilience assessment, analysis and planning of power system, Power system planning and reliability, Modelling and simulation of novel power system, Power electronic for power system stability analysis, Power system relay protection and automation and so on. The papers included in this proceedings share the latest research results and practical application examples on the methodologies and algorithms in these areas, which makes the book a valuable reference for researchers, engineers, and university students.
Android Malware Detection and Adversarial Methods
by Xiaosong Zhang Weina Niu Ran Yan Jiacheng GongThe rise of Android malware poses a significant threat to users’ information security and privacy. Malicious software can inflict severe harm on users by employing various tactics, including deception, personal information theft, and device control. To address this issue, both academia and industry are continually engaged in research and development efforts focused on detecting and countering Android malware. This book is a comprehensive academic monograph crafted against this backdrop. The publication meticulously explores the background, methods, adversarial approaches, and future trends related to Android malware. It is organized into four parts: the overview of Android malware detection, the general Android malware detection method, the adversarial method for Android malware detection, and the future trends of Android malware detection. Within these sections, the book elucidates associated issues, principles, and highlights notable research. By engaging with this book, readers will gain not only a global perspective on Android malware detection and adversarial methods but also a detailed understanding of the taxonomy and general methods outlined in each part. The publication illustrates both the overarching model and representative academic work, facilitating a profound comprehension of Android malware detection.
Government Anti-Corruption Strategies: A Cross-Cultural Perspective
by Yahong Zhang Cecilia LavenaThis book is designed to help students, researchers, and practitioners understand public corruption and anti-corruption practices from an international perspective. It describes the problems governments face in dealing with public corruption, outlines strategies that have and have not been implemented by the government, and explains why some countries have achieved great success with handling corruption and why others still struggle to do so. It contains useful knowledge about public corruption and strategic approaches to preventing, reducing, and combating corruption.
Game Theory for Wireless Communications and Networking (Wireless Networks And Mobile Communications Ser.)
by Yan Zhang Mohsen GuizaniThis comprehensive technical guide explains game theory basics, architectures, protocols, security, models, open research issues, and cutting-edge advances and applications. Describing how to employ game theory in infrastructure-based wireless networks and multihop networks to reduce power consumption, it facilitates quick and easy reference to related optimization and algorithm methodologies. The book explains how to apply the game theoretic model to address resource allocation, congestion control, attacks, routing, energy management, packet forwarding, and MAC.
Application of Big Data, Blockchain, and Internet of Things for Education Informatization: Third EAI International Conference, BigIoT-EDU 2023, August 29-31, 2023, Liuzhou, China, Proceedings, Part II (Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering #581)
by Yinjun Zhang Nazir ShahThe five-volume set LNICST 580-584 constitutes the proceedings of the Third EAI International Conference on Application of Big Data, Blockchain, and Internet of Things for Education Informatization, BigIoT-EDU 2023, held in Liuzhou, China, during August 29–31, 2023. The 272 full papers presented in these proceedings were carefully reviewed and selected from 718 submissions. With a primary focus on research fields such as Digitization of education, Smart classrooms and Massive Online Open Courses (MOOCs), these papers are organized in the following topical sections across the five volumes: Part I: Application of data mining in smart education; Application of intelligent algorithms in English teaching. Part II: Application of decision tree algorithm in intelligent management system of universities; Research on the application of Big data in smart teaching. Part III: Exploration of the application of computer-aided technology in intelligent translation; Application of neural network algorithms in intelligent teaching; Application of artificial intelligence algorithms in the field of smart education. Part IV: Research on smart teaching in deep learning; Research and application of recommendation algorithms in personalized intelligent education; Application of cloud computing in intelligent teaching resource library; Application research of computer-aided online intelligent teaching. Part V: Application and practice of new media in smart teaching; Application of clustering algorithm in intelligent education resource library; Application of association rule algorithm in intelligent education system.