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1

Gureckis, Todd M., and Bradley C. Love. Computational Reinforcement Learning. Edited by Jerome R. Busemeyer, Zheng Wang, James T. Townsend, and Ami Eidels. Oxford University Press, 2015. http://dx.doi.org/10.1093/oxfordhb/9780199957996.013.5.

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Reinforcement learning (RL) refers to the scientific study of how animals and machines adapt their behavior in order to maximize reward. The history of RL research can be traced to early work in psychology on instrumental learning behavior. However, the modern field of RL is a highly interdisciplinary area that lies that the intersection of ideas in computer science, machine learning, psychology, and neuroscience. This chapter summarizes the key mathematical ideas underlying this field including the exploration/exploitation dilemma, temporal-difference (TD) learning, Q-learning, and model-based versus model-free learning. In addition, a broad survey of open questions in psychology and neuroscience are reviewed.
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2

Sergey, Vasiliev. Part V Fairness and Expeditiousness of ICC Proceedings, 45 Victim Participation Revisited—What the ICC is Learning about Itself. Oxford University Press, 2015. http://dx.doi.org/10.1093/law/9780198705161.003.0045.

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The Chapter examines key turns in ICC jurisprudence in the area of victim participation. The model of victim participation under the Statute poses challenges in terms of effectiveness and sustainability, and victim participation has also emerged as a governance issue and a matter of concern for the ASP. This Chapter analyses hurdles faced by the Court in implementing victim participation (e.g. application, participation at trial, and representation). It argues that the Court deserves praise for developing creative solutions to balance ‘meaningful’ and ‘sustainable’ participation, and claims that the ICC should rediscover itself as a retributive court and free itself from the ‘restorative complex’. Meaningful participation essentially means one aligned with the Court’s core mandate and functions of criminal process (i.e. the determination of truth) and requires emphasis on collective forms of application, participation, and representation.
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3

Lees, Emma. The Principles of Land Law. Oxford University Press, 2020. http://dx.doi.org/10.1093/he/9780198810995.001.0001.

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The Principles of Land Law provides a framework through which readers can gain a sophisticated understanding of the modern land law system. Firstly, the text explains the key learning objectives. Principles are summarised to conclude each chapter with a comprehensive overview of the topic at hand. Key cases are explained while examples illustrate problems and possible solutions. The aim is to ensure that readers understand how to apply the core principles to land law scenarios accurately, while also conducting their own critical analysis of the subject area. Topics covered include personal and property rights in land, land registration, adverse possession, freehold, leases and mortgages, ownership, and human rights and property law.
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Muggleton, Stephen, and Nicholas Chater, eds. Human-Like Machine Intelligence. Oxford University Press, 2021. http://dx.doi.org/10.1093/oso/9780198862536.001.0001.

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In recent years there has been increasing excitement concerning the potential of Artificial Intelligence to transform human society. This book addresses the leading edge of research in this area. The research described aims to address present incompatibilities of Human and Machine reasoning and learning approaches. According to the influential US funding agency DARPA (originator of the Internet and Self-Driving Cars) this new area represents the Third Wave of Artificial Intelligence (3AI, 2020s–2030s), and is being actively investigated in the US, Europe and China. The EPSRC’s UK network on Human-Like Computing (HLC) was one of the first internationally to initiate and support research specifically in this area. Starting activities in 2018, the network represents around sixty leading UK groups Artificial Intelligence and Cognitive Scientists involved in the development of the inter-disciplinary area of HLC. The research of network groups aims to address key unsolved problems at the interface between Psychology and Computer Science. The chapters of this book have been authored by a mixture of these UK and other international specialists based on recent workshops and discussions at the Machine Intelligence 20 and 21 workshops (2016,2019) and the Third Wave Artificial Intelligence workshop (2019). Some of the key questions addressed by the Human-Like Computing programme include how AI systems might 1) explain their decisions effectively, 2) interact with human beings in natural language, 3) learn from small numbers of examples and 4) learn with minimal supervision. Solving such fundamental problems involves new foundational research in both the Psychology of perception and interaction as well as the development of novel algorithmic approaches in Artificial Intelligence.
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5

Spencer, Maureen, and John Spencer. Evidence Concentrate. Oxford University Press, 2017. http://dx.doi.org/10.1093/he/9780198803867.001.0001.

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Each Concentrate revision guide is packed with essential information, key cases, revision tips, exam Q&As, and more. Concentrates show you what to expect in a law exam, what examiners are looking for, and how to achieve extra marks. Evidence Concentrate is supported by extensive online resources to take your learning further. It has been written by experts and covers all the key topics so you can approach your exams with confidence. The clear, succinct coverage enables you to quickly grasp the fundamental principles of this area of law and helps you to succeed in exams. This guide has been rigorously reviewed and is endorsed by students and lecturers for level of coverage, accuracy, and exam advice. It is clear, concise, and easy to use, helping you get the most out of your revision. After an introduction, the book covers principles and key concepts; burden of proof and presumptions; confessions and the defendant’s silence; improperly obtained evidence, other than confessions; character evidence; hearsay evidence; competence and compellability, special measures; issues in the course of trial; opinion evidence; public interest immunity and disclosure; and privilege. New to this, the fifth edition, is an increased number of Diagrams and Tables to aid learning and to explain the key concepts of each chapter, see for example the Tables on judicial directions on good character in Chapter 5.
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6

Owen, Gareth, Sir Simon Wessely, and Sir Simon Wessely, eds. Special problems. Oxford University Press, 2015. http://dx.doi.org/10.1093/med/9780199661701.003.0008.

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The chapter covers special problems that psychiatrists are likely to meet in their practice. Although the problem areas can comprise specialties, every psychiatrist needs to know about them because the problems do not stay neatly in specialty boxes. It addresses suicide and self-harm, alcohol and drug use, eating disorders, somatization, mother and baby problems, learning disabilities, epilepsy, sexual and relationship problems. In each area, key concepts are explained, core information is brought together, and pointers are provided on history taking, examination, and management.
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7

Spencer, Maureen, and John Spencer. Evidence Concentrate. Oxford University Press, 2019. http://dx.doi.org/10.1093/he/9780198840633.001.0001.

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Each Concentrate revision guide is packed with essential information, key cases, revision tips, exam Q&As, and more. Concentrates show you what to expect in a law exam, what examiners are looking for, and how to achieve extra marks. Evidence Concentrate is supported by extensive online resources to take your learning further. It has been written by experts and covers all the key topics so you can approach your exams with confidence. The clear, succinct coverage enables you to quickly grasp the fundamental principles of this area of law and helps you to succeed in exams. This guide has been rigorously reviewed and is endorsed by students and lecturers for level of coverage, accuracy, and exam advice. It is clear, concise, and easy to use, helping you get the most out of your revision. After an introduction, the book covers principles and key concepts; burden of proof; confessions and the defendant’s silence; improperly obtained evidence, other than confessions; character evidence; hearsay evidence; competence and compellability, special measures; identification evidence and questioning at trial; opinion evidence; public interest immunity; and privilege. New to this, the sixth edition, is an increased coverage of identification.
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8

Hernandez, Rebecca Skreslet. Authority by Aggregation and Abstraction. Oxford University Press, 2017. http://dx.doi.org/10.1093/oso/9780198805939.003.0005.

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In addition to his views on ijtihād and tajdīd, al-Suyūṭī’s lasting influence in Islamic legal thought lies in the area of legal precepts (pithy maxims or questions that sum up areas of the law). Al-Suyūṭī’s al-Ashbāh wa-l-naẓāʾir stands as a core work in this genre of legal literature and is still a popular textbook for students at Egypt’s premier institution of religious learning, al-Azhar. Using the pragmatic theory of Grice and others, I argue that legal precepts fulfill a number of key discursive functions for the jurist. It is with al-Suyūṭī’s Ashbāh that he is most successful in asserting his authority as an aggregator, abstractor, and framer of the law. The power of framing lies in the ability to distill key universal principles from the vast corpus of Islamic substantive law and to assert that these principles represent the essence and spirit of the Sharīʿa.
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9

Baskind, Eric, Greg Osborne, and Lee Roach. Commercial Law. Oxford University Press, 2019. http://dx.doi.org/10.1093/he/9780198825975.001.0001.

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Commercial Law offers a fresh, modern, and stimulating account of the subject, thereby helping students better understand this important area of law. It provides thorough coverage of all key aspects of the syllabus, including the law of agency, the sale of goods, international trade, and methods of payment, finance, and security. A range of learning features is employed throughout the book to encourage understanding of the law, and to demonstrate how the principles behind it play out in practical domestic and international commercial transactions. Practical, fictional case studies are referred to in example boxes throughout the book, demonstrating the types of legal issues and problems that the law is intended to regulate, and helping students to understand the context and practical application of the law. The book includes: regular case boxes throughout the text to highlight cases of importance, providing a succinct account of the material facts of the case, a clear account of the court’s decision and reasoning, and, where appropriate, commentary on the decision; key legislation boxes to help students understand which statutory provisions are of fundamental importance; and definitions of key terms, which appear in the margins the first time the term is used, thus ensuring that students are not confused by the terminology of the subject.
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Heenan, Susan, and Anna Heenan. Family Law Concentrate. Oxford University Press, 2017. http://dx.doi.org/10.1093/he/9780198794165.001.0001.

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Each Concentrate revision guide is packed with essential information, key cases, revision tips, exam Q&As, and more. Concentrates show you what to expect in a law exam, what examiners are looking for, and how to achieve extra marks. Family Law Concentrate is supported by extensive online resources to take your learning further. It has been written by experts and covers all the key topics so that you can approach your exams with confidence. The clear, succinct coverage enables you to quickly grasp the fundamental principles of this area of law and helps you to succeed in exams. This guide has been rigorously reviewed and is endorsed by students and lecturers for level of coverage, accuracy, and exam advice. It is clear, concise, and easy to use, helping you get the most out of your revision. After an introduction, the book covers: families, civil partnerships, and cohabitation; nullity; divorce, dissolution, and judicial separation; domestic violence; financial provision on divorce or dissolution; The Children Act—the private law; The Children Act—the public law; adoption; and child abduction. This, the fourth edition, has been fully updated in light of recent developments in the law, including the Serious Crime Act 2013, recent case law on financial remedies, and the Law Commission Scoping Paper on Getting Married.
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11

Rainey, Bernadette. Human Rights Law Concentrate. Oxford University Press, 2018. http://dx.doi.org/10.1093/he/9780198794172.001.0001.

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Each Concentrate revision guide is packed with essential information, key cases, revision tips, exam Q&As, and more. Concentrates show you what to expect in a law exam, what examiners are looking for, and how to achieve extra marks. Human Rights Law Concentrate is supported by extensive online resources to take your learning further. It has been written by experts and covers all the key topics so that you can approach your exams with confidence. The clear, succinct coverage enables you to quickly grasp the fundamental principles of this area of law and helps you to succeed in exams. This guide has been rigorously reviewed, and is endorsed by students and lecturers for level of coverage, accuracy, and exam advice. It is clear, concise, and easy to use, helping you get the most out of your revision. After an introduction, the book covers: the European Convention on Human Rights; the Human Rights Act 1998; right to life and freedom from ill treatment; right to liberty and right to fair trial; right to family and private life; freedom of religion and expression; freedom of assembly and association; freedom from discrimination; and terrorism. This, the fourth edition, has been fully updated with all the recent developments in the law.
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12

Baskind, Eric. Commercial Law Concentrate. Oxford University Press, 2017. http://dx.doi.org/10.1093/he/9780198803843.001.0001.

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Each Concentrate revision guide is packed with essential information, key cases, revision tips, exam Q&As, and more. Concentrates show you what to expect in a law exam, what examiners are looking for, and how to achieve extra marks. Commercial Law Concentrate is supported by extensive online resources to take your learning further. It has been written by experts and covers all the key topics so you can approach your exams with confidence. The clear, succinct coverage enables you to quickly grasp the fundamental principles of this area of law and helps you to succeed in exams. This guide has been rigorously reviewed, and is endorsed by students and lecturers for level of coverage, accuracy, and exam advice. It is clear, concise, and easy to use, helping you get the most out of your revision. After an introduction to contracts of the sale of goods, the book covers: statutory implied terms; passing of property and risk; retention of title clauses; exemption and limitation clauses; non-existent and perishing of goods; transfer of ownership by a non-owner; delivery, acceptance, and payment; remedies of the unpaid seller; remedies of the buyer; consumer credit; the creation of agency and the agent’s authority; and the relationships created by agency—the rights and liabilities of the parties.
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13

Press, Tim. Intellectual Property Law Concentrate. Oxford University Press, 2017. http://dx.doi.org/10.1093/he/9780198803881.001.0001.

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Each Concentrate revision guide is packed with essential information, key cases, revision tips, exam Q&As, and more. Concentrates show you what to expect in a law exam, what examiners are looking for, and how to achieve extra marks. Intellectual Property Law Concentrate is the essential study and revision guide for intellectual property law students. The clear, succinct coverage enables you to quickly grasp the fundamental principles of this area of law and helps you to succeed in exams. After an introduction to intellectual property and common themes, the book covers: copyright; computer programs and databases; moral rights; performers’ rights; trade secrets and confidential information; patents; designs; and passing-off and trade marks. Written by experts and covering all the key topics so you can approach your exams with confidence, the book is: clear, concise, and easy-to-use, helping you get the most out of your revision; full of learning features and tips to show you how best to impress your examiner; and accompanied by an Online Resource Centre including multiple-choice questions and interactive flashcards to test your understanding of topics. Its ‘Exam essentials’ feature prepares you for the your intellectual property law exam by giving help and guidance on how to approach questions, structure answers, and avoid common pitfalls.
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14

Baskind, Eric. Commercial Law Concentrate. Oxford University Press, 2019. http://dx.doi.org/10.1093/he/9780198840619.001.0001.

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Each Concentrate revision guide is packed with essential information, key cases, revision tips, exam Q&As, and more. Concentrates show you what to expect in a law exam, what examiners are looking for, and how to achieve extra marks. Commercial Law Concentrate is supported by extensive online resources to take your learning further. It has been written by experts and covers all the key topics so you can approach your exams with confidence. The clear, succinct coverage enables you to quickly grasp the fundamental principles of this area of law and helps you to succeed in exams. This guide has been rigorously reviewed, and is endorsed by students and lecturers for level of coverage, accuracy, and exam advice. It is clear, concise, and easy to use, helping you get the most out of your revision. After an introduction to contracts for the sale of goods, the book covers: statutory implied terms; passing of property and risk; retention of title clauses; exemption and limitation clauses; non-existent and perishing of goods; transfer of ownership by a non-owner; delivery, acceptance, and payment; remedies of the unpaid seller; remedies of the buyer; consumer credit; the creation of agency and the agent’s authority; and the relationships created by agency—the rights and liabilities of the parties.
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15

Press, Tim. Intellectual Property Concentrate. Oxford University Press, 2019. http://dx.doi.org/10.1093/he/9780198840640.001.0001.

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Each Concentrate revision guide is packed with essential information, key cases, revision tips, exam Q&As, and more. Concentrates show you what to expect in a law exam, what examiners are looking for, and how to achieve extra marks. Intellectual Property Concentrate is the essential study and revision guide for intellectual property law students. The clear, succinct coverage enables you to quickly grasp the fundamental principles of this area of law and helps you to succeed in exams. After an introduction to intellectual property and common themes, the book covers: copyright; computer programs and databases; moral rights; performers’ rights; trade secrets and confidential information; patents; designs; and passing-off and trade marks. Written by experts and covering all the key topics so you can approach your exams with confidence, the book is: clear, concise, and easy to use, helping you get the most out of your revision; full of learning features and tips to show you how best to impress your examiner; and accompanied by online resources including multiple-choice questions and interactive flashcards to test your understanding of topics. Its ‘Exam essentials’ feature prepares you for your intellectual property law exam by giving help and guidance on how to approach questions, structure answers, and avoid common pitfalls.
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16

Busemeyer, Jerome R., Zheng Wang, James T. Townsend, and Ami Eidels, eds. The Oxford Handbook of Computational and Mathematical Psychology. Oxford University Press, 2015. http://dx.doi.org/10.1093/oxfordhb/9780199957996.001.0001.

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A comprehensive and authoritative review on most important developments in computational and mathematical psychology that have impacted many other fields in past decades. Written in tutorial style by leading scientists in each topic area, with an emphasis on examples and applications. Each chapter is self-contained and aims to engage readers with various levels of modeling experience. The Handbook covers the key developments in elementary cognitive mechanisms (e.g., signal detection, information processing, reinforcement learning), basic cognitive skills (e.g., perceptual judgment, categorization, episodic memory), higher-level cognition (e.g., Bayesian cognition, decision making, semantic memory, shape perception), modeling tools (e.g., Bayesian estimation and other new model comparison methods), and emerging new directions (e.g., neurocognitive modeling, applications to clinical psychology, quantum cognition) in computation and mathematical psychology. The chapters were written for a typical graduate student in virtually any area of psychology, cognitive science, and related social and behavioral sciences, such as consumer behavior and communication. We also expect it to be useful for readers ranging from advanced undergraduate students to experienced faculty members and researchers. Beyond being a handy reference book, it should be beneficial as a textbook for self-teaching, and for graduate level (or advanced undergraduate level) courses in computational and mathematical psychology.
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17

Heenan, Susan, and Anna Heenan. Family Law Concentrate. Oxford University Press, 2020. http://dx.doi.org/10.1093/he/9780198854968.001.0001.

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Each Concentrate revision guide is packed with essential information, key cases, revision tips, exam Q&As, and more. Concentrates show you what to expect in a law exam, what examiners are looking for, and how to achieve extra marks. Family Law Concentrate is supported by extensive online resources to take your learning further. It has been written by experts and covers all the key topics so that you can approach your exams with confidence. The clear, succinct coverage enables you to quickly grasp the fundamental principles of this area of law and helps you to succeed in exams. This guide has been rigorously reviewed and is endorsed by students and lecturers for level of coverage, accuracy, and exam advice. It is clear, concise, and easy to use, helping you get the most out of your revision. After an introduction, the book covers: families, civil partnerships, and cohabitation; nullity; divorce, dissolution, and judicial separation; domestic abuse; financial provision on divorce or dissolution; Children—private law; Children—public law; adoption; and child abduction. This, the fifth edition, has been fully updated in light of recent developments in the law, including the extension of civil partnerships to heterosexual couples, the Law Commission reviews of the law of surrogacy and marriage and proposals to reform the law of divorce and domestic abuse.
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18

Herring, Jonathan. Criminal Law Concentrate. Oxford University Press, 2018. http://dx.doi.org/10.1093/he/9780198815150.001.0001.

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Each Concentrate revision guide is packed with essential information, key cases, revision tips, exam Q&As, and more. Concentrates show you what to expect in a law exam, what examiners are looking for, and how to achieve extra marks. Criminal Law Concentrate covers fundamental principles of this area of law and helps the reader to succeed in exams. Topics covered include the basis of criminal liability, actus reus, mens rea, and strict liability. The chapters also examine offences such as non-fatal offences, sexual offences, homicide, inchoate offences, theft, and fraud. Defences are also examined in the final two chapters. This edition has been updated to include: recent developments in the law and new cases such as Jogee, Conroy, Golds, Ivey, and Joyce; more detail on sexual offences; more revision tips and tables to improve learning; and an ‘Exam essentials’ feature.
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19

Herring, Jonathan. Criminal Law Concentrate. Oxford University Press, 2020. http://dx.doi.org/10.1093/he/9780198854982.001.0001.

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Each Concentrate revision guide is packed with essential information, key cases, revision tips, exam Q&As, and more. Concentrates show you what to expect in a law exam, what examiners are looking for, and how to achieve extra marks. Criminal Law Concentrate covers fundamental principles of this area of law and helps the reader to succeed in exams. Topics covered include the basis of criminal liability, actus reus, mens rea, and strict liability. The chapters also examine offences such as non-fatal offences, sexual offences, homicide, inchoate offences, theft, and fraud. Defences are also examined in the final two chapters. This edition has been updated to include: recent developments in the law and new cases such as Jogee, Conroy, Golds, Ivey, and Joyce; more detail on sexual offences; more revision tips and tables to improve learning; and an ‘Exam essentials’ feature.
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20

Ferris, John. Intelligence in War. Oxford University Press, 2018. http://dx.doi.org/10.1093/acrefore/9780190846626.013.405.

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A large literature has emerged on intelligence and war which integrates the topics and techniques of two disciplines: strategic studies and military history. The literature on intelligence and war is divided into theory and strategy; command, control, communications, and intelligence (C3I); sources; military estimates in peace; deception; conventional operations; strike; and counter-insurgency and guerilla warfare. Sun Tzu treats intelligence as central to all forms of power politics, and even defines strategy and warfare as “the way of deception.” On the other hand, C3I combines signals and data processing technology, command as thought, process and action, the training of people, and individual and bureaucratic modes of learning. Since 1914, the power of secret sources has risen dramatically in peace and war, revolutionizing the value of intelligence for operations, especially at sea. The strongest area in this study is signals intelligence. Meanwhile, the relationship of intelligence with war, and with power politics, overlaps on the matter of military estimates during peacetime. The literature on operational intelligence is strongest on World War II. However, analysts have particularly failed to differentiate the effect of intelligence on operations, from that on a key element of military power since 1914: strike warfare. In counter-insurgency, many types and levels of war and intelligence overlap, which include guerillas, conventional and strike forces, and politics in villages and capitals.
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21

Stampfer, Shaul. Families, Rabbis and Education. Liverpool University Press, 2010. http://dx.doi.org/10.3828/liverpool/9781874774853.001.0001.

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The realities of Jewish life in eastern Europe that concerned the average Jew meant the way their children grew up, the way they studied, how they married, and all the subsequent stages of the life cycle. The family and the community were the core institutions of east European Jewish society. These realities were always dynamic and evolving but in the nineteenth century, the pace of change in almost every area of life was exceptionally rapid. This book deals with these social realities. The result is a picture that is far from the stereotyped view of the past that is common today, but a more honest and more comprehensive one. Topics covered consider the learning experiences of both males and females of different ages. They also deal with and distinguish between study among the well off and learned and study among the poorer masses. A number of chapters are devoted to aspects of educating the elite. Several chapters deal with aspects of marriage, a key element in the life of most Jews. The attempt to understand the rabbinate in its social and historical context is no less revealing than the studies in other areas. The realities of rabbinical life are presented in a way that explains rabbinic behaviour and the complex relations between communities, ideologies, and modernization. The chapters look at the past through the prism of the lives of ordinary people, with some surprising.
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22

Baobaid, Mohammed, Lynda Ashbourne, Abdallah Badahdah, and Abir Al Jamal. Home / Publications / Pre and Post Migration Stressors and Marital Relations among Arab Refugee Families in Canada Pre and Post Migration Stressors and Marital Relations among Arab Refugee Families in Canada. 2nd ed. Hamad Bin Khalifa University Press, 2019. http://dx.doi.org/10.5339/difi_9789927137983.

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The study is funded by Doha International Family Institute (DIFI), a member of Qatar Foundation, and is a collaboration between the Muslim Resource Centre for Social Support and Integration of London, Ontario; University of Guelph, Ontario; and University of Calgary, Alberta, all located in Canada; and the Doha International Family Institute, Qatar. The study received research ethics approval from the University of Guelph and the University of Calgary. This study aims to assess the impact of pre- and post-migration on marital relationships and family dynamics for Arab refugee families resettled in Canada. The study also examines the role of professional service providers in supporting these Arab refugee families. The unique experiences of Arab families displaced from their countries due to war and political conflict, and the various hardships experienced during their stay in transit countries, impact their family relations and interactions within the nuclear family context and their interconnectedness with their extended families. Furthermore, these families encounter various challenges within their resettlement process that interrupt their integration. Understanding the impact of traumatic experiences within the pre-migration journey as well as the impact of post-migration stressors on recently settled Arab refugee families in Canada provides insight into the shift in spousal and family relationships. Refugee research studies that focus on the impact of pre-migration trauma and displacement, the migration journey, and post-migration settlement on family relationships are scarce. Since the majority of global refugees in recent years come from Arab regions, mainly Syria, as a result of armed conflicts, this study is focused on the unique experiences of Arab refugee families fleeing conflict zones. The Canadian role in recently resettling a large influx of Arab refugees and assisting them to successfully integrate has not been without challenges. Traumatic pre-migration experiences as a result of being subjected to and/or witnessing violence, separation from and loss of family members, and loss of property and social status coupled with experiences of hardships in transit countries have a profound impact on families and their integration. Refugees are subjected to individual and collective traumatic experiences associated with cultural or ethnic disconnection, mental health struggles, and discrimination and racism. These experiences have been shown to impact family interactions. Arab refugee families have different definitions of “family” and “home” from Eurocentric conceptualizations which are grounded in individualistic worldviews. The discrepancy between collectivism and individualism is mainly recognized by collectivist newcomers as challenges in the areas of gender norms, expectations regarding parenting and the physical discipline of children, and diverse aspects of the family’s daily life. For this study, we interviewed 30 adults, all Arab refugees (14 Syrian and 16 Iraqi – 17 males, 13 females) residing in London, Ontario, Canada for a period of time ranging from six months to seven years. The study participants were married couples with and without children. During the semi-structured interviews, the participants were asked to reflect on their family life during pre-migration – in the country of origin before and during the war and in the transit country – and post-migration in Canada. The inter - views were conducted in Arabic, audio-recorded, and transcribed. We also conducted one focus group with seven service providers from diverse sectors in London, Ontario who work with Arab refugee families. The study used the underlying principles of constructivist grounded theory methodology to guide interviewing and a thematic analysis was performed. MAXQDA software was used to facilitate coding and the identification of key themes within the transcribed interviews. We also conducted a thematic analysis of the focus group transcription. The thematic analysis of the individual interviews identified four key themes: • Gender role changes influence spousal relationships; • Traumatic experiences bring suffering and resilience to family well-being; • Levels of marital conflict are higher following post-migration settlement; • Post-migration experiences challenge family values. The outcome of the thematic analysis of the service provider focus group identified three key themes: • The complex needs of newly arrived Arab refugee families; • Gaps in the services available to Arab refugee families; • Key aspects of training for cultural competencies. The key themes from the individual interviews demonstrate: (i) the dramatic sociocul - tural changes associated with migration that particularly emphasize different gender norms; (ii) the impact of trauma and the refugee experience itself on family relation - ships and personal well-being; (iii) the unique and complex aspects of the family journey; and (iv) how valued aspects of cultural and religious values and traditions are linked in complex ways for these Arab refugee families. These outcomes are consist - ent with previous studies. The study finds that women were strongly involved in supporting their spouses in every aspect of family life and tried to maintain their spouses’ tolerance towards stressors. The struggles of husbands to fulfill their roles as the providers and protec - tors throughout the migratory journey were evident. Some parents experienced role shifts that they understood to be due to the unstable conditions in which they were living but these changes were considered to be temporary. Despite the diversity of refugee family experiences, they shared some commonalities in how they experi - enced changes that were frightening for families, as well as some that enhanced safety and stability. These latter changes related to safety were welcomed by these fami - lies. Some of these families reported that they sought professional help, while others dealt with changes by becoming more distant in their marital relationship. The risk of violence increased as the result of trauma, integration stressors, and escalation in marital issues. These outcomes illustrate the importance of taking into consideration the complexity of the integration process in light of post-trauma and post-migration changes and the timespan each family needs to adjust and integrate. Moreover, these families expressed hope for a better future for their children and stated that they were willing to accept change for the sake of their children as well. At the same time, these parents voiced the significance of preserving their cultural and religious values and beliefs. The service providers identified gaps in service provision to refugee families in some key areas. These included the unpreparedness of professionals and insufficiency of the resources available for newcomer families from all levels of government. This was particularly relevant in the context of meeting the needs of the large influx of Syrian refugees who were resettled in Canada within the period of November 2015 to January 2017. Furthermore, language skills and addressing trauma needs were found to require more than one year to address. The service providers identified that a longer time span of government assistance for these families was necessary. In terms of training, the service providers pinpointed the value of learning more about culturally appropriate interventions and receiving professional development to enhance their work with refugee families. In light of these findings, we recommend an increased use of culturally integrative interventions and programs to provide both formal and informal support for families within their communities. Furthermore, future research that examines the impact of culturally-based training, cultural brokers, and various culturally integrative practices will contribute to understanding best practices. These findings with regard to refugee family relationships and experiences are exploratory in their nature and support future research that extends understanding in the area of spousal relationships, inter - generational stressors during adolescence, and parenting/gender role changes.
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