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Malware Data Science: Attack Detection and Attribution

by Joshua Saxe Hillary Sanders

Malware Data Science explains how to identify, analyze, and classify large-scale malware using machine learning and data visualization.Security has become a "big data" problem. The growth rate of malware has accelerated to tens of millions of new files per year while our networks generate an ever-larger flood of security-relevant data each day. In order to defend against these advanced attacks, you'll need to know how to think like a data scientist. In Malware Data Science, security data scientist Joshua Saxe introduces machine learning, statistics, social network analysis, and data visualization, and shows you how to apply these methods to malware detection and analysis. You'll learn how to:- Analyze malware using static analysis- Observe malware behavior using dynamic analysis- Identify adversary groups through shared code analysis- Catch 0-day vulnerabilities by building your own machine learning detector- Measure malware detector accuracy- Identify malware campaigns, trends, and relationships through data visualization Whether you're a malware analyst looking to add skills to your existing arsenal, or a data scientist interested in attack detection and threat intelligence, Malware Data Science will help you stay ahead of the curve.

Malware Detection on Smart Wearables Using Machine Learning Algorithms (Studies in Systems, Decision and Control #549)

by Alvaro Rocha Fadele Ayotunde Alaba

This book digs into the important confluence of cybersecurity and big data, providing insights into the ever-changing environment of cyber threats and solutions to protect these enormous databases. In the modern digital era, large amounts of data have evolved into the vital organs of businesses, providing the impetus for decision-making, creativity, and a competitive edge. Cyberattacks pose a persistent danger to this important resource since they can result in data breaches, financial losses, and harm to an organization's brand.

Malware: Handbook of Prevention and Detection (Advances in Information Security #91)

by Kim-Kwang Raymond Choo Dimitris Gritzalis Constantinos Patsakis

This book provides a holistic overview of current state of the art and practice in malware research as well as the challenges of malware research from multiple angles. It also provides step-by-step guides in various practical problems, such as unpacking real-world malware and dissecting it to collect and perform a forensic analysis. Similarly, it includes a guide on how to apply state-of-the-art Machine Learning methods to classify malware. Acknowledging that the latter is a serious trend in malware, one part of the book is devoted to providing the reader with the state-of-the-art in Machine Learning methods in malware classification, highlighting the different approaches that are used for, e.g., mobile malware samples and introducing the reader to the challenges that are faced when shifting from a lab to production environment. Modern malware is fueling a worldwide underground economy. The research for this book is backed by theoretical models that simulate how malware propagates and how the spread could be mitigated. The necessary mathematical foundations and probabilistic theoretical models are introduced, and practical results are demonstrated to showcase the efficacy of such models in detecting and countering malware. It presents an outline of the methods that malware authors use to evade detection. This book also provides a thorough overview of the ecosystem, its dynamics and the geopolitical implications are introduced. The latter are complemented by a legal perspective from the African legislative efforts, to allow the reader to understand the human and social impact of malware. This book is designed mainly for researchers and advanced-level computer science students trying to understand the current landscape in malware, as well as applying artificial intelligence and machine learning in malware detection and classification. Professionals who are searching for a perspective to streamline the challenges that arise, when bringing lab solutions into a production environment, and how to timely identify ransomware signals at scale will also want to purchase this book. Beyond data protection experts, who would like to understand how malware siphons private information, experts from law enforcement authorities and the judiciary system, who want to keep up with the recent developments will find this book valuable as well.

Man-Machine Interactions 4

by Tadeusz Czachórski Aleksandra Gruca Agnieszka Brachman Stanisław Kozielski

This book provides an overview of the current state of research on development and application of methods, algorithms, tools and systems associated with the studies on man-machine interaction. Modern machines and computer systems are designed not only to process information, but also to work in dynamic environment, supporting or even replacing human activities in areas such as business, industry, medicine or military. The interdisciplinary field of research on man-machine interactions focuses on broad range of aspects related to the ways in which human make or use computational artifacts, systems and infrastructure. This monograph is the fourth edition in the series and presents new concepts concerning analysis, design and evaluation of man-machine systems. The selection of high-quality, original papers covers a wide scope of research topics focused on the main problems and challenges encountered within rapidly evolving new forms of human-machine relationships. The presented material is structured into following sections: human-computer interfaces, robot, control, embedded and navigation systems, bio-data analysis and mining, biomedical signal processing, image and motion data processing, decision support and expert systems, pattern recognition, fuzzy systems, algorithms and optimisation, computer networks and mobile technologies, and data management systems.

Man-Machine Interactions 6: 6th International Conference on Man-Machine Interactions, ICMMI 2019, Cracow, Poland, October 2-3, 2019 (Advances in Intelligent Systems and Computing #1061)

by Tadeusz Czachórski Aleksandra Gruca Agnieszka Piotrowska Sebastian Deorowicz Katarzyna Harężlak

This book includes a selection papers describing the latest advances and discoveries in the field of human-computer interactions, which were presented at the 6th International Conference on Man-Machine Interactions, ICMMI 2019, held in Cracow, Poland, in October 2019. Human-computer interaction is a multidisciplinary field concerned with the design of computer technology and, in particular, the interaction between humans (the users) and computers. Over recent decades, this field has expanded from its initial focus on individual and generic user behavior to the widest possible spectrum of human experiences and activities. The book features papers covering a variety of topics, which are divided into five sections: ‘human-computer interfaces,’ ‘artificial intelligence and knowledge discovery,’ ‘pattern recognition,’ ‘bio-data and bio-signal analysis,’ and ‘algorithms, optimization and signal processing.’ Presenting the latest research in the field, this book provides a valuable reference resource for academics, industry practitioners and students.

Man-Machine Speech Communication: 17th National Conference, NCMMSC 2022, Hefei, China, December 15–18, 2022, Proceedings (Communications in Computer and Information Science #1765)

by Ling Zhenhua Gao Jianqing Yu Kai Jia Jia

This book constitutes the refereed proceedings of the 17th National Conference on Man–Machine Speech Communication, NCMMSC 2022, held in China, in December 2022.The 21 full papers and 7 short papers included in this book were carefully reviewed and selected from 108 submissions. They were organized in topical sections as follows: MCPN: A Multiple Cross-Perception Network for Real-Time Emotion Recognition in Conversation.- Baby Cry Recognition Based on Acoustic Segment Model, MnTTS2 An Open-Source Multi-Speaker Mongolian Text-to-Speech Synthesis Dataset.

Man-Machine Speech Communication: 18th National Conference, NCMMSC 2023, Suzhou, China, December 8–10, 2023, Proceedings (Communications in Computer and Information Science #2006)

by Ya Li Xie Chen Jia Jia Zhenhua Ling Zixing Zhang

This book constitutes the refereed proceedings of the 18th National Conference on Man-Machine Speech Communication, NCMMSC 2023, held in Suzhou, China, during December 8–11, 2023.The 20 full papers and 11 short papers included in this book were carefully reviewed and selected from 117 submissions. They deal with topics such as speech recognition, synthesis, enhancement and coding, audio/music/singing synthesis, avatar, speaker recognition and verification, human–computer dialogue systems, large language models as well as phonetic and linguistic topics such as speech prosody analysis, pathological speech analysis, experimental phonetics, acoustic scene classification.

Man-Machine Speech Communication: 19th National Conference, NCMMSC 2024, Urumqi, China, August 15–18, 2024, Proceedings (Communications in Computer and Information Science #2312)

by Ya Li Xie Chen Zhenhua Ling Askar Hamdulla Liang He

This book constitutes the refereed proceedings of the 19th National Conference on Man-Machine Speech Communication, NCMMSC 2024, held in Urumqi, China, during August 15–18, 2024. The 33 papers included in these proceedings were carefully reviewed and selected from 205 submissions. They deal with topics such as speech technology and large language models, audio processing, prosody modeling and dialogue systems. Key areas include speech recognition, speaker identification and verification, speech/sound/music synthesis, speech enhancement, sound event detection, multimodal systems, conversational AI, phonetics, phonology and prosody analysis, auditory processing, and acoustic scene modeling etc.

Man-Machine-Environment System Engineering: Commemorative Conference for the 110th Anniversary of Xuesen Qian’s Birth and the 40th Anniversary of Founding of Man-Machine-Environment System Engineering (Lecture Notes in Electrical Engineering #800)

by Balbir S. Dhillon Shengzhao Long

Man-Machine-Environment System Engineering: Proceedings of the 21st Conference on MMESE is the academic showcase of best research papers selected from more than 500 submissions each year. From this book reader will learn the best research topics and the latest development trend in MMESE design theory and other human-centered system application.MMESE focus mainly on the relationship between Man, Machine and Environment. It studies the optimum combination of man-machine-environment systems. In the system, the Man means the working people as the subject in the workplace (e.g. operator, decision-maker); the Machine means the general name of any object controlled by the Man (including tool, Machinery, Computer, system and technology), the Environment means the specially working conditions under which Man and Machine occupy together(e.g. temperature, noise, vibration, hazardous gases etc.). The three goals of the optimization of the system are safety, efficiency and economy.In 1981 with direct support from one of the greatest modern Chinese scientists, Qian Xuesen, Man-Machine-Environment System Engineering (MMESE), the integrated and advanced science research topic was established in China by Professor Shengzhao Long. In the letter to Shengzhao Long, in October 22nd, 1993, Qian Xuesen wrote: “You have created a very important modern science subject and technology in China!”.

Man-Machine-Environment System Engineering: Proceedings of the 20th International Conference on MMESE (Lecture Notes in Electrical Engineering #645)

by Balbir S. Dhillon Shengzhao Long

This book presents selected papers introducing readers to the key research topics and latest development trends in the theory and application of MMESE. The advanced integrated research topic man-machine-environment system engineering (MMESE) was first established in China by Professor Shengzhao Long in 1981, with direct support from one of the greatest modern Chinese scientists, Xuesen Qian. In a letter to Shengzhao Long from October 22nd, 1993, Xuesen Qian wrote: “You have created a very important modern science and technology in China!”MMESE primarily focuses on the relationship between man, machine and environment, studying the optimum combination of man-machine-environment systems, where “man” refers to people in the workplace (e.g., operators, decision-makers), “machine” is the general name for any object controlled by man (including tools, machinery, computers, systems and technologies), and “environment” describes the specific working conditions under which man and machine interact (e.g., temperature, noise, vibration and hazardous gases). The three goals of optimizing such systems are ensuring safety, efficiency and economy.Presenting interdisciplinary studies on the concepts and methods in physiology, psychology, system engineering, computer science, environmental science, management, education and other related disciplines, this book is a valuable resource for all researchers and professionals whose work involves MMESE subjects.

Man-Machine-Environment System Engineering: Proceedings of the 22nd International Conference on MMESE (Lecture Notes in Electrical Engineering #941)

by Balbir S. Dhillon Shengzhao Long

Man-Machine-Environment System Engineering: Proceedings of the 22nd Conference on MMESE are an academic showcase of the best papers selected from more than 500 submissions, introducing readers to the top research topics and the latest developmental trends in the theory and application of MMESE. This proceedings are interdisciplinary studies on the concepts and methods of physiology, psychology, system engineering, computer science, environment science, management, education, and other related disciplines. Researchers and professionals who study an interdisciplinary subject crossing above disciplines or researchers on MMESE subject will be mainly benefited from this proceedingsMMESE primarily focuses on the relationship between Man, Machine and Environment, studying the optimum combination of man-machine-environment systems. In this system, “Man” refers to working people as the subject in the workplace (e.g. operators, decision-makers); “Machine” is the general name for any object controlled by Man (including tools, machinery, computers, systems and technologies), and “Environment” describes the specific working conditions under which Man and Machine interact (e.g. temperature, noise, vibration, hazardous gases etc.). The three goals of optimization of the man-machine-environment systems are to ensure safety, efficiency and economy. The integrated and advanced science research topic Man-Machine-Environment System Engineering (MMESE) was first established in China by Professor Shengzhao Long in 1981, with direct support from one of the greatest modern Chinese scientists, Xuesen Qian. In a letter to Shengzhao Long from October 22nd, 1993, Xuesen Qian wrote: “You have created a very important modern science and technology in China!”

Man-Machine-Environment System Engineering: Proceedings of the 23rd International Conference on MMESE (Lecture Notes in Electrical Engineering #1069)

by Balbir S. Dhillon Shengzhao Long

Man-Machine-Environment System Engineering: Proceedings of the 23rd Conference on MMESE are an academic showcase of the best papers selected from more than 500 submissions, introducing readers to the top research topics and the latest developmental trends in the theory and application of MMESE. This proceedings are interdisciplinary studies on the concepts and methods of physiology, psychology, system engineering, computer science, environment science, management, education, and other related disciplines. Researchers and professionals who study an interdisciplinary subject crossing above disciplines or researchers on MMESE subject will be mainly benefited from this proceedings.MMESE primarily focuses on the relationship between Man, Machine and Environment, studying the optimum combination of man-machine-environment systems. In this system, “Man” refers to working people as the subject in the workplace (e.g. operators, decision-makers); “Machine” is the general name for any object controlled by Man (including tools, machinery, computers, systems and technologies), and “Environment” describes the specific working conditions under which Man and Machine interact (e.g. temperature, noise, vibration, hazardous gases etc.). The three goals of optimization of the man-machine-environment systems are to ensure safety, efficiency and economy.The integrated and advanced science research topic Man-Machine-Environment System Engineering (MMESE) was first established in China by Professor Shengzhao Long in 1981, with direct support from one of the greatest modern Chinese scientists, Xuesen Qian. In a letter to Shengzhao Long from October 22nd, 1993, Xuesen Qian wrote: “You have created a very important modern science and technology in China!”

Man-Machine-Environment System Engineering: Proceedings of the 24th Conference on MMESE (Lecture Notes in Electrical Engineering #1256)

by Balbir S. Dhillon Shengzhao Long Long Ye

From this book reader will learn the best research topics and the latest development trend in MMESE theory and application. Man-Machine-Environment System Engineering (MMESE) is a scientific study on the design concepts and quantitative analysis of a complex giant system using physiology, psychology, system engineering, computer science, environment science, management theory, education, and other related disciplines methods. MMESE focuses mainly on the relationship and the optimum combination between Man, Machine, and Environment. The three optimized goals of the MMESE study are safety, efficiency, and economy. Researchers and professionals who study a human-centered interdisciplinary subject crossing above disciplines will be mostly benefited from this proceedings. In 1981 with direct support from one of the greatest modern Chinese scientists, Xuesen Qian, Man-Machine-Environment System Engineering (MMESE), the integrated and advanced science research topic was established in China by Professor Shengzhao Long. Man-Machine-Environment System Engineering: Proceedings of the 24th Conference on MMESE is the academic showcase of latest research papers selected from more than 500 submission in this field in 2024.

Man-Made Women: The Sexual Politics of Sex Dolls and Sex Robots (Social and Cultural Studies of Robots and AI)

by Kathleen Richardson Charlotta Odlind

This book presents a unique, feminist approach to ‘sex’ dolls and ‘sex’ robots, taking a critical look at the academic and business narratives that serve to rationalise them. As new forms of pornography (porn robots), this edited volume provides an urgent women’s centred critique. The emergence of ‘sex’ robots is situated within the wider context of the attack on women’s rights and the relentless rise of techno-pornography. As an outgrowth of the industries of prostitution, pornography and child sex abuse, these objects offer new ways to dehumanise women and girls. While support for ‘sex’ robots is positioned as progressive and emancipatory, the contributors in this volume argue they reduce women to consumable parts. They explore how law, the arts, ethics, economy, politics and culture are interconnected with harmful technological developments.

Man-Made: How the bias of the past is being built into the future

by Tracey Spicer

Walkley Award-winning journalist Tracey Spicer exposes the next frontier of feminism. Man-Made aims to open readers&’ eyes to a transformative technological shift in society and give them the tools to make positive change. `Mum, I want a robot slave.&’ Broadcaster Tracey Spicer had an epiphany when her young son uttered these six words. Suddenly, her life&’s work fighting inequality seemed futile. What&’s the point in agitating to change the present, if bigotry is being embedded into our futures? And so began a quest to uncover who was responsible and hold them to account. Who is the ultimate villain? Big Tech, whose titans refuse to spend money to fix the problem? The world&’s politicians, who lack the will to legislate? Or should we all be walking into a hall of mirrors and taking a good, hard look at ourselves…? This is a deeply researched, illuminating and gripping ride into an uncertain future, culminating in a resounding call to action that will shake the tech sector to its foundations.Praise for Man-Made &‘Exhilarating … The book we need as we grapple with how AI will change our lives and our world.&’ Dame Quentin Bryce &‘Brilliant, hilarious and terrifying. You&’ll never see Alexa the same way again.&’ Juanita Phillips &‘Tracey Spicer uses her unmistakably human voice to warn us all about the deeply sexist Frankenstein&’s Monster that is modern AI.&’ Yumi Stynes

Manage IT as a Business: How To Achieve Alignment And Add Value To The Company

by Bennet Lientz Lee Larssen

Many IT projects fail to deliver the benefits to the business that were promised. Yet IT managers and staff work hard to meet the needs of the business: Systems are put in place; network operations are reliable and stable. The cause is usually a misalignment of IT with the business. In this book, Bennet Lientz and Lee Larssen present over 200 specific, practical guidelines and steps that show how to: align IT and the business, develop methods that make IT more proactive in helping the business, more effectively manage vendors, avoid negative surprises, ensure that more projects are completed on time and within budget, among other things. The techniques in this book have been implemented in over 60 organizations around the world and in over 20 different industries, and the authors include several examples in each chapter to illustrate their points. Follow these proven recommendations to manage IT as a business that adds value to the company.

Manage It!: Your Guide to Modern, Pragmatic Project Management

by Johanna Rothman

This book is a reality-based guide for modern projects. You'll learn how to recognize your project's potholes and ruts, and determine the best way to fix problems - without causing more problems.Your project can't fail. That's a lot of pressure on you, and yet you don't want to buy into any one specific process, methodology, or lifecycle.Your project is different. It doesn't fit into those neat descriptions.Manage It! will show you how to beg, borrow, and steal from the best methodologies to fit your particular project. It will help you find what works best for you and not for some mythological project that doesn't even exist.Before you know it, your project will be on track and headed to a successful conclusion.

Manage Partitions with GParted How-to

by Curtis Gedak

This book is a practical, task-based, step-by-step tutorial that starts simple with identifying disk device partitions, and culminates with advanced tasks such as preparing for new operating systems. Are you a computer enthusiast who is looking forward to learn how to effectively use your disk space through disk partitions to maximize your computer's potential? Then this book is for you.

Manage Software Testing

by Peter Farrell-Vinay

Whether you are inheriting a test team or starting one up, Manage Software Testing is a must-have resource that covers all aspects of test management. It guides you through the business and organizational issues that you are confronted with on a daily basis, explaining what you need to focus on strategically, tactically, and operationally. Using a

Manage Your Job Search

by Johanna Rothman

"A job search is an emergent project. How do you handle an emergent project? By creating a system that allows for serendipity and flexibility: personal kanban and one-week timeboxes.Once you have a system, you can use the tips in Part 2 to prepare for your job search: choose your career, write your resume, prepare for your interviews, and decide how you will decide on an offer. In Part 3, you'll learn how to network without feeling slimy. You'll learn to build your target network, where to look for the jobs that you need, and how to spot the warning signs of a job that organizations might no longer need. There are many traps for unsuspecting job hunters, so Part 4 has a section on traps to avoid and tips to try. If you're in special circumstances, such as being a new grad, in a career transition, or over 50, then Part 5 is for you. Even if you've been diligent, any job search can take more than three months. Part 6 addresses your feelings and how to persevere when your search seems as if it takes forever.Written with her trademark practicality, humor, and empathy, Johanna will help you learn how to find your next job.This book was written and produced entirely by the author. We are proud to be distributing it."

Manage Your Life with Outlook For Dummies

by Greg Harvey

An all-new guide that unlocks the secrets of greater Office 2007 productivity-a must-have for power users and everyone who would like to work more efficiently Offers scores of tips, tricks, and techniques to boost productivity with the programs people use every day-Word, Outlook, Excel, and PowerPoint Topics covered include dealing effectively with e-mail, effectively managing files, using and creating templates, reusing and remixing content, sharing and reviewing content, and efficiently managing time and scheduling The CD-ROM and companion Web site offer podcasts of key productivity tips from the book Note: CD-ROM/DVD and other supplementary materials are not included as part of eBook file.

Manage Your Own Learning Analytics: Implement a Rasch Modelling Approach (Smart Innovation, Systems and Technologies #261)

by Elspeth McKay

This book sheds light on the practice of learning analytics, illuminating how others approach their data analysis. At the beginning of the book, a ‘prescriptive learning analytics planning model’ gives straightforward instructions for people to follow. This book is organized into ten chapters, falling into four topical sections: Managing Learning Analytics (overview, instructional systems design (ISD), instructional design, and planning data analysis); Cognitive Performance Measurement Practices (classical test theory (CTT), Rasch measurement theory (RMT), Item response theory(IRT), Rasch Modeling Tools (research design, setting methodology); and Case Studies (corporate training settings, healthcare industry, and educational courseware design). This book is an important reference for: educational research community and instructional systems designers; corporate training developers; postgraduate course developers; and doctoral students.

Manage Your Project Portfolio: Increase Your Capacity and Finish More Projects

by Johanna Rothman

You have too many projects, and firefighting and multitasking are keeping you from finishing any of them. You need to manage your project portfolio. This fully updated and expanded bestseller arms you with agile and lean ways to collect all your work and decide which projects you should do first, second, and never. See how to tie your work to your organization's mission and show your managers, your board, and your staff what you can accomplish and when. Picture the work you have, and make those difficult decisions, ensuring that all your strength is focused where it needs to be. All your projects and programs make up your portfolio. But how much time do you actually spend on your projects, and how much time do you spend on emergency fire drills or waste through multitasking? This book gives you insightful ways to rank all the projects you're working on and figure out the right staffing and schedule so projects get finished faster.The trick is adopting lean and agile approaches to projects, whether they're software projects, projects that include hardware, or projects that depend on chunks of functionality from other suppliers. Find out how to define the mission of your team, group, or department, with none of the buzzwords that normally accompany a mission statement. Armed with the work and the mission, you'll manage your portfolio better and make those decisions that define the true leaders in the organization. With this expanded second edition, discover how to scale project portfolio management from one team to the entire enterprise, and integrate Cost of Delay when ranking projects. Additional Kanban views provide even more ways to visualize your portfolio.

Manage Your SAP Projects With SAP Activate

by Vinay Singh

Explore and use the agile techniques of SAP Activate Framework in your SAP Projects. About This Book • Explore the three pillars of SAP Activate and see how it works in different scenario. • Understand and Implement Agile and Scrum concepts in SAP Activate. • Get to Grisp with SAP Activate framework and manage your SAP projects effectively. Who This Book Is For This book is for readers who want to understand the working of SAP Activate and use it to manage SAP projects. Prior knowledge of SAP Hana is must. What You Will Learn • Understand the fundamentals of SAP S4/HANA. • Get familiar with the structure and characteristics of SAP Activate. • Explore the application scenarios of SAP Activate. • Use Agile and Scrum in SAP Projects effectively and efficiently • Implement your learning into a sample project to explore and understand the benefits of SAP Activate methodology. In Detail It has been a general observation that most SAP consultants and professionals are used to the conventional waterfall methodology. Traditionally, this method has been there for ages and we all grew up learning about it and started practicing it in real world. The evolution of agile methodology has revolutionized the way we manage our projects and businesses. SAP Activate is an innovative, next generation business suite that allows producing working deliverables straight away. Manage your SAP Project with SAP Activate, will take your learning to the next level. The book promises to make you understand and practice the SAP Activate Framework. The focus is to take you on a journey of all the phases of SAP Activate methodology and make you understand all the phases with real time project examples. The author explains how SAP Activate methodology can be used through real-world use cases, with a comprehensive discussion on Agile and Scrum, in the context of SAP Project. You will get familiar with SAP S4HANA which is an incredibly innovative platform for businesses which can store business data, interpret it, analyze it, process it in real time, and use it when it's needed depending upon the business requirement. Style and approach An easy to follow approach with concepts explained via scenarios and project examples

Management Control System in Smart and Sustainable Firms: A Theoretical Analysis from an Ecosystem Perspective (SIDREA Series in Accounting and Business Administration)

by Domenica Lavorato

In today's competitive environment, smart technologies are increasingly recognized as key enablers of corporate sustainability. In this new context, corporate management control systems integrate with the issues of smart technologies, sustainability and inter- and intra-organizational collaboration as the driving elements of the firm of the future. This book proposes a management control framework for today's firms. It investigates the effectiveness of traditional management control systems in today’s competitive environment and identifies potential limitations that may hinder their ability to effectively monitor modern organizations. Furthermore, the book explores whether these systems can be improved with complementary tools or if entirely new mechanisms are required. The book argues the need to adopt a new approach to control and a different lens for evaluating the activity of guiding the achievement of corporate objectives, paving the way for the conceptualization of a new management control system.

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