Key Features Collects the ideas underpinning the AHP method and discusses them together with many improvements and extensions present in the literature. As a result, the reader will receive a much more complete picture of the method. Aimed at theorists and advanced practitioners from a wide range of scientific fields, including the social, management, and technical sciences Highlights the intuitive assumptions underlying the mathematical methods that make up AHP and the pairwise comparisons method Provides software code for readers who wish to practise AHP analysis using Wolfram Language.

The Islamic revolution was a major turning point in the modern history of Iran and one of the main developments in the contemporary Middle East. Carried by a wave of popular support, the revolution represented a new political system and leadership, with a new ideology and a vision of the ideal society. It embodied a promise - and raised expectations - of a brighter future for the country and the people. Once in power, however, the revolutionary leaders were often obliged to compromise revolutionary ideology in pragmatic response to the exigencies of their situation. Yet, opinions as to the actual policy which should be implemented and to the particular fields and pace of the change have differed, often drastically, among those representing the various political trends - radicals or extremists, pragmatists or reformists, conservatives of hard-liners, as they are often depicted.

This book offers a comprehensive guide to the use of neutrosophic sets in multiple criteria decision making problems. It shows how neutrosophic sets, which have been developed as an extension of fuzzy and paraconsistent logic, can help in dealing with certain types of uncertainty that classical methods could not cope with. The chapters, written by well-known researchers, report on cutting-edge methodologies they have been developing and testing on a variety of engineering problems. The book is unique in its kind as it reports for the first time and in a comprehensive manner on the joint use of neutrosophic sets together with existing decision making methods to solve multi-criteria decision-making problems, as well as other engineering problems that are complex, hard to model and/or include incomplete and vague data. By providing new ideas, suggestions and directions for the solution of complex problems in engineering and decision making, it represents an excellent guide for researchers, lecturers and postgraduate students pursuing research on neutrosophic decision making, and more in general in the area of industrial and management engineering.

In the decades following World War II, the science of decision-making moved from the periphery to the center of transatlantic thought. The Decisionist Imagination explores how "decisionism" emerged from its origins in prewar political theory to become an object of intense social scientific inquiry in the new intellectual and institutional landscapes of the postwar era. By bringing together scholars from a wide variety of disciplines, this volume illuminates how theories of decision shaped numerous techno-scientific aspects of modern governance-helping to explain, in short, how we arrived at where we are today.

This volume brings together both political and educational scientists. While educational research literature has so far not systematically addressed the tool of simulations of decision-making, political scientists have hardly used insights from research on assessment or on motivation and interest of students. Almost all political science publications on simulations merely discuss how to implement the tool in class and fall short of providing evidence of the effects on student outcomes such as increased interest and performance. Combining the two disciplines is mutually enriching. Political science benefits from state of the art educational science measuring and testing of the claims made by the proponents of simulations, while educational sciences adds the systematic analysis of simulations of decision-making to their list of empirical objects, which also adds insights to the theories on the affective component of student learning. It is the explicit aim of the volume to address how simulating decision-making environments fosters learning. Implications for research and practice regarding student learning are addressed in all chapters.

This book is a collection of applications of analytic techniques to a number of popular sports including baseball, basketball, hockey, Jai Alai, NFL football and horseracing. We focus on both the statistics of the sporting events and betting strategies on the events. The subject is fascinating as there are many twists and subtle complicated decisions.Sports analytics applies mathematical and statistical methods to important questions in the structure and performance of sporting activities using the same basic methods and approaches as data analysts in other disciplines.Sports games and events are a fruitful area for study and to evaluate betting strategies as there is extensive data and mean reversion. With prices changing continuously, risk arbitrage bets can be made. Moreover, little errors, like a penalty to a player or an error in a call by a referee, can change the score of a game and corresponding betting prices. The collection and analysis of in-game data can inform players, coaches and staff on effective decision making during sporting events.Novel features of the book include: an analysis of who were the greatest baseball batters; analyses of the players most important to team success (and they are not necessarily the best players) in basketball, NFL football and hockey; a tutorial on risk arbitrage and its applications to NFL football and NBA basketball; a discussion of many ad hoc decision rules by coaches and players and what was really optimal; in the racing section we discuss breeding, the analysis of various bets like the Rainbow and ordinary Pick 6, a discussion and betting on the most important races and a visit to the Breeders' Cup with Ed Thorp to demonstrate the place and show system in action.

Nowadays, decision problems are pervaded with incomplete knowledge, i.e., imprecision and/or uncertain information, both in the problem description and in the preferential information. In this volume leading scientists in the field address various theoretical and practical aspects related to the handling of this incompleteness. The problems discussed are taken from multi-objective linear programming, rationality considerations in preference modelling, non-probabilistic utility theory, data fusion, group decision making and multicriteria decision aid. The book is oriented towards researchers, graduate and postgraduate students in decision analysis, fuzzy sets and fuzzy logic, and operations research/management science.

This book aims to explain Data Analytics towards decision making in terms of models and algorithms, theoretical concepts, applications, experiments in relevant domains or focused on specific issues. It explores the concepts of database technology, machine learning, knowledge-based system, high performance computing, information retrieval, finding patterns hidden in large datasets and data visualization. Also, it presents various paradigms including pattern mining, clustering, classification, and data analysis. Overall aim is to provide technical solutions in the field of data analytics and data mining. Features: Covers descriptive statistics with respect to predictive analytics and business analytics. Discusses different data analytics platforms for real-time applications. Explain SMART business models. Includes algorithms in data sciences alongwith automated methods and models. Explores varied challenges encountered by researchers and businesses in the realm of real-time analytics. This book aims at researchers and graduate students in data analytics, data sciences, data mining, and signal processing.

Offers a basic understanding of the issues and processes involved in decision-making Presents the tools involved in problem analysis Discusses the tools that enable developing alternatives and judgement criteria Covers tools used to normalize judgement criteria achievement so that they are comparable across measures with differing scales Explores the methods used for selecting a best alternative when multiple decision criteria are relevant requiring the elicitation of preferred information of the decision maker

This book is a collection of applications of analytic techniques to a number of popular sports including baseball, basketball, hockey, Jai Alai, NFL football and horseracing. We focus on both the statistics of the sporting events and betting strategies on the events. The subject is fascinating as there are many twists and subtle complicated decisions.Sports analytics applies mathematical and statistical methods to important questions in the structure and performance of sporting activities using the same basic methods and approaches as data analysts in other disciplines.Sports games and events are a fruitful area for study and to evaluate betting strategies as there is extensive data and mean reversion. With prices changing continuously, risk arbitrage bets can be made. Moreover, little errors, like a penalty to a player or an error in a call by a referee, can change the score of a game and corresponding betting prices. The collection and analysis of in-game data can inform players, coaches and staff on effective decision making during sporting events.Novel features of the book include: an analysis of who were the greatest baseball batters; analyses of the players most important to team success (and they are not necessarily the best players) in basketball, NFL football and hockey; a tutorial on risk arbitrage and its applications to NFL football and NBA basketball; a discussion of many ad hoc decision rules by coaches and players and what was really optimal; in the racing section we discuss breeding, the analysis of various bets like the Rainbow and ordinary Pick 6, a discussion and betting on the most important races and a visit to the Breeders' Cup with Ed Thorp to demonstrate the place and show system in action.

The second volume of companion books on comparative student discipline identifies the best practices in dealing with student misconduct, on six continents, in a legally sound manner. It is essential for educators to examine national as well as international practices addressing student misconduct in schools because learner misbehavior often has a detrimental effect on the quality of teaching and learning in elementary and secondary schools. The countries covered are Brazil, China, Malaysia, Turkey and South Africa.

Offers a basic understanding of the issues and processes involved in decision-making Presents the tools involved in problem analysis Discusses the tools that enable developing alternatives and judgement criteria Covers tools used to normalize judgement criteria achievement so that they are comparable across measures with differing scales Explores the methods used for selecting a best alternative when multiple decision criteria are relevant requiring the elicitation of preferred information of the decision maker

For increasingly data-savvy clients, lawyers can no longer give "it depends" answers rooted in anecdata. Clients insist that their lawyers justify their reasoning, and with more than a limited set of war stories. The considered judgment of an experienced lawyer is unquestionably valuable. However, on balance, clients would rather have the considered judgment of an experienced lawyer informed by the most relevant information required to answer their questions. Data-Driven Law: Data Analytics and the New Legal Services helps legal professionals meet the challenges posed by a data-driven approach to delivering legal services. Its chapters are written by leading experts who cover such topics as: Mining legal data Computational law Uncovering bias through the use of Big Data Quantifying the quality of legal services Data mining and decision-making Contract analytics and contract standards In addition to providing clients with data-based insight, legal firms can track a matter with data from beginning to end, from the marketing spend through to the type of matter, hours spent, billed, and collected, including metrics on profitability and success. Firms can organize and collect documents after a matter and even automate them for reuse. Data on marketing related to a matter can be an amazing source of insight about which practice areas are most profitable. Data-driven decision-making requires firms to think differently about their workflow. Most firms warehouse their files, never to be seen again after the matter closes. Running a data-driven firm requires lawyers and their teams to treat information about the work as part of the service, and to collect, standardize, and analyze matter data from cradle to grave. More than anything, using data in a law practice requires a different mindset about the value of this information. This book helps legal professionals to develop this data-driven mindset.

Key Features Collects the ideas underpinning the AHP method and discusses them together with many improvements and extensions present in the literature. As a result, the reader will receive a much more complete picture of the method. Aimed at theorists and advanced practitioners from a wide range of scientific fields, including the social, management, and technical sciences Highlights the intuitive assumptions underlying the mathematical methods that make up AHP and the pairwise comparisons method Provides software code for readers who wish to practise AHP analysis using Wolfram Language.

Distributed decision making (DDM) has become of increasing importance in quantitative decision analysis. In applications like supply chain management, service operations, or managerial accounting, DDM has led to a paradigm shift. The book provides a unified approach to such seemingly diverse fields as multi-level stochastic programming, hierarchical production planning, principal agent theory, negotiations or contract theory. Different settings like multi-level one-person decision problems, multi-person antagonistic planning, and leadership situations are covered. Numerous examples and real-life planning cases illustrate the concepts. The new edition has been considerably expanded by additional chapters on supply chain management, service operations and multi-agent systems.

From lesson planning to instructional practice to classroom management, teachers must make choices constantly throughout their day. Sometimes these decisions are easy, but there are some decisions that are very difficult. As in other professions, challenging choices arise in education which could be detrimental to one's teaching career. Therefore, thoughtful decision making must be part of every educator's daily experience-yet how can current and future teachers be equipped to make the best decisions in their fast-paced profession? In Tough Choices for Teachers: Ethical Case Studies from Today's Schools and Classrooms, Robert Infantino and Rebecca Wilke help teachers and those working with educators to acquire practical skills to enhance their ethical decision-making processes. By utilizing case studies based on real scenarios the authors have encountered, readers will be able to work through numerous ethical dilemmas that will assist them in honing their approaches to current educational challenges. Who can benefit from reading Tough Choices for Teachers? Teachers-Preservice, New, and Experienced District Leaders Professional Development Providers Professors of Education Student Teacher Supervisors Student Teaching Seminar Facilitators Department Chairs Cooperating Teachers Mentors of Teachers Thinking through the ethical situations described in each chapter will assist teachers in not only improving their own decision making but also in learning specific strategies to pass on to students in today's schools and classrooms.

With all that we know about how students learn, the nature of the world they will face after graduation, and the educational inequities that have existed for centuries, maintaining a traditional, one-size-fits-all approach to teaching and learning is tantamount to instructional malpractice. International security, the success of global economies, and sustainability as a global society all depend on the success of our education system in the years to come. It's our obligation to prepare our students for their future-not our past. Authors Eric C. Sheninger and Thomas C. Murray outline eight keys-each a piece of a puzzle for transforming the K-12 education system of teaching and learning-to intentionally design tomorrow's schools so today's learners are prepared for success . . . and stand ready to create new industries, find new cures, and solve world problems. The traditional model of schooling ultimately prepares students for the industrial model of the past. If we want our students to become successful citizens in a global society, we must dramatically shift to a more personal approach. Failure is not an option. We can no longer wait. Let Learning Transformed show you how you can be a part of the solution. The authors encourage you to use the hashtag #LT8Keys to continue the discussion online.

There's no mystery in turning around low-performing or failing schools, but there are also no recipes. In Turnaround Principals for Underperforming Schools Rosemary Papa and Fenwick English identify the essential ingredients for success. The causes of failure are complex and interactive. Schools are not inert structures but living organisms. Putting schools back together is a collaborative venture. It takes a team to turn around a school, but it all begins with the leadership. The key to success rests in a school leader who has a fundamental understanding of the dynamics of schooling, human motivation, and possesses the resiliency and energy to engage in altering the internal landscape of an unsuccessful school. Two veteran educators have put together a work based on their research and experience for the past half-century. They pull no punches. The challenge is not only to turn low-performing or failing schools around, but to enable them to become more socially just places for all students.

Parents, lawmakers, supervisors, and unions are among the many constituencies that demand influence, if not control, of the educational process. How does the school administrator balance all the needs of the various groups and still remain true to the ultimate, though most powerless constituency: the students? Through case studies and anecdotes based on real-life experiences, the authors share the ups and downs of the educational world, seeking to find the balance that is most effective in ensuring success. School Leadership: Case Studies Solving School Problems details decision making and actions taken that dramatically affect the success of students and schools as well as school systems. This second edition continues and improves on the first edition with a series of new and timely school leadership case studies that require the reader to reflect on the variety of issues that cross the principal's desk every day. The reader will find the case studies and anecdotes highly absorbing. They are so real, fraught with complexity, and will require the reader to use a sophisticated decision-making process.

This book presents the concept of the double hierarchy linguistic term set and its extensions, which can deal with dynamic and complex decision-making problems. With the rapid development of science and technology and the acceleration of information updating, the complexity of decision-making problems has become increasingly obvious. This book provides a comprehensive and systematic introduction to the latest research in the field, including measurement methods, consistency methods, group consensus and large-scale group consensus decision-making methods, as well as their practical applications. Intended for engineers, technicians, and researchers in the fields of computer linguistics, operations research, information science, management science and engineering, it also serves as a textbook for postgraduate and senior undergraduate university students.

This is the first book to provide a comprehensive and systematic introduction to the ranking methods for interval-valued intuitionistic fuzzy sets, multi-criteria decision-making methods with interval-valued intuitionistic fuzzy sets, and group decision-making methods with interval-valued intuitionistic fuzzy preference relations. Including numerous application examples and illustrations with tables and figures and presenting the authors' latest research developments, it is a valuable resource for researchers and professionals in the fields of fuzzy mathematics, operations research, information science, management science and decision analysis.

During the last few decades, many university presidents and provosts have expressed an intent to internationalize their institutions to equip students with the broad intellectual skills necessary to succeed in the global twenty-first century. However, these well-intentioned calls for internationalization have remained little more than rhetoric. Obstacles embedded in developing faculty engagement in internationalization are largely responsible for this inability to turn rhetoric into reality. This groundbreaking second edition of The Twenty-First Century University identifies what successful institutions have done to overcome endogenous challenges and successfully engage faculty in the internationalization process. The book provides updated case studies on two exemplary institutions, demonstrating how these institutions operationalized Childress' "5 I's of Faculty Engagement in Internationalization Model" (including intentionality, investments, infrastructure, institutional networks, and individual support) from 2007 through 2017. This book also presents a typology of strategies for faculty engagement in internationalization that higher education leaders can use to increase their faculty's international teaching, research, and service on campus, regionally, and abroad. Finally, this second edition includes a model of faculty engagement in internationalization within academic departments that institutional leaders can use to ensure that explicit connections are made between internationalization and individual disciplines.

Teachers should have a leading role in what happens in their classrooms.

A public relations director and a principal have mostly the same goals in helping students achieve at high levels. While each might go about impacting student learning in different ways, they both work to make education better. In Having an Impact on Learning, the husband and wife team of Matt and Kelly Wachel, help show how both the principal and the public relations director can propel education forward. Whether it's through perception, teaching and learning, communication, social media, events, student achievement, or working with the community, principals and public relations professionals have to understand their roles in contributing to each of those areas. While the topics of conversation between these two professions sometimes cause disagreement, in the end, the principal and the public relations professional agree that their two views must ultimately mesh to help do what's best for kids. In this book, get insight into these areas of education and learn about ways principals and public relations directors can work in harmony. School leaders and communicators have to be on the same page when it comes to telling the story of education. We are all storytellers and we have to be able to tell the story together.

All children deserve the opportunity to practice freedom of thought, voice, and movement in school. Giving students the opportunity to practice freedom--to teach them how to be autonomous, responsible, cooperative and critically literate--should be done in communities and schools across the country, and this book shows how. The key ability of the human brain that cannot be digitized or mechanized is its ability to interpret-that is, to cope with the intentions of another, to understand what was said and what was meant. Humans have the ability to work together as a team toward a common goal (i.e. cooperate), to be altruistic and make sacrifices to help others, to build trust, and to feel empathy or sympathy-and robots do not. Developing and using these interpretive and cooperative skills is essential to having a nation of thoughtful citizens who are capable of seeing themselves as solutions to the problems and issues we face. Empowered Students: Educating Flexible Minds for a Flexible Future is a theory-to-practice story of how students at a segregated and failing New York City high school were released from years of oppressive schooling practices and learned how to practice freedom, told through the voices and the people who built it: the school leaders, teachers and students.