This book provides a step-by-step methodology and derivation of deep learning algorithms as Long Short-Term Memory (LSTM) and Convolution Neural Network (CNN), especially for estimating parameters, with back-propagation as well as examples with real datasets of hydrometeorology (e.g. streamflow and temperature) and environmental science (e.g. water quality). Deep learning is known as part of machine learning methodology based on the artificial neural network. Increasing data availability and computing power enhance applications of deep learning to hydrometeorological and environmental fields. However, books that specifically focus on applications to these fields are limited. Most of deep learning books demonstrate theoretical backgrounds and mathematics. However, examples with real data and step-by-step explanations to understand the algorithms in hydrometeorology and environmental science are very rare. This book focuses on the explanation of deep learning techniques and their applications to hydrometeorological and environmental studies with real hydrological and environmental data. This book covers the major deep learning algorithms as Long Short-Term Memory (LSTM) and Convolution Neural Network (CNN) as well as the conventional artificial neural network model.
This book provides a step-by-step methodology and derivation of deep learning algorithms as Long Short-Term Memory (LSTM) and Convolution Neural Network (CNN), especially for estimating parameters, with back-propagation as well as examples with real datasets of hydrometeorology (e.g. streamflow and temperature) and environmental science (e.g. water quality). Deep learning is known as part of machine learning methodology based on the artificial neural network. Increasing data availability and computing power enhance applications of deep learning to hydrometeorological and environmental fields. However, books that specifically focus on applications to these fields are limited. Most of deep learning books demonstrate theoretical backgrounds and mathematics. However, examples with real data and step-by-step explanations to understand the algorithms in hydrometeorology and environmental science are very rare. This book focuses on the explanation of deep learning techniques and their applications to hydrometeorological and environmental studies with real hydrological and environmental data. This book covers the major deep learning algorithms as Long Short-Term Memory (LSTM) and Convolution Neural Network (CNN) as well as the conventional artificial neural network model.
This book is the culmination of educational know-how and systematic grammar organization acquired by the three authors from their experience actually teaching Korean to foreigners in the classroom. In focusing strictly on Korean grammar, this series represents a departure from most current integrated teaching materials, allowing foreign learners to more easily concentrate on grammar in their study of Korean. The authors have included real dialogues and illustrations to make the study of Korean more interesting, especially for those students who have heretofore felt Koran grammar to be difficult. Further, this series equally serves as a general Korean grammar reference that can be used by Korean language instructors both in Korea and abroad who regularly experience the difficulty of teaching Korean grammar first-hand. 도서에 포함된 MP3(CD) 음원은 다락원 홈페이지(www.darakwon.co.kr)에서 무료 다운로드 가능합니다. 이 책은 한국어 교육 현장에서 실제 외국인 학생들에게 한국어를 가르치고 있는 한국어 강사 세 명의 교육 노하우와 체계적인 문법 정리가 집약된 교재이다. 기존의 대다수를 차지하고 있는 통합 교재와는 달리 한국어 문법만을 대상으로 삼아 외국인들이 보다 문법 공부에 집중할 수 있게 하였다. - TOPIK 1~2급의 문법 총정리! 한국의 대학 기관과 학원에서 가르치고 있는 교재의 1~2급에 나오는 문법들을 총망라해 한 눈에 볼 수 있게 하였다. - 의미가 비슷한 문법들의 차이점, 한 눈에 쏙쏙 정리! 의미나 쓰임, 또는 형태가 비슷하거나 혼동되는 문법을 비교해 놓아 문법 공부에 집중하였고, 문법의 나열식 습득을 넘는 통합적인 문법 학습을 목표로 한다. - 한 가지 상황에 대한 다양한 표현 연습! 상황이나 맥락에 따른 문법의 적절한 사용법과 한국어의 관용적 표현, 문화적 맥락 속에서의 이해 등을 도와 학습자들이 보다 자연스러운 한국어를 사용하도록 한다. - 문법을 활용한 실용 만점의 대화 완성! 학습한 문법을 생생한 실용 문장으로 복습한다. 문법을 위한 형식적인 문장이 아닌 일상생활 에서 실제로 사용하는 생활 밀착형 대화문을 통해 좀 더 친밀한 한국어 학습을 돕는다. Contents Preface How to Use This Book Table of Contents ■ Introduction to the Korean Language 1. Korean Sentence Structure 2. Conjugation of Verbs and Adjectives 3. Connecting Sentences 4. Sentence Types 5. Honorific Expressions ■ Getting Ready 01 이다 (to be) 02 있다 (to exist/be, to have) 03 Numbers 04 Dates and Days of the Week 05 Time Unit 1. Tenses 01 Present Tense A/V-(스)ㅂ니다 02 Present Tense A/V-아/어요 03 Past Tense A/V-았/었어요 04 Future Tense V-(으)ㄹ 거예요 ① 05 Progressive Tense V-고 있다 ① 06 Past Perfect Tense A/V-았/었었어요 Unit 2. Negative Expressions 01 Word Negation 02 안 A/V-아/어요 (A/V-지 않아요) 03 못 V-아/어요 (V-지 못해요) Unit 3. Particles 01 N이/가 02 N은/는 03 N을/를 04 N와/과, N(이)랑, N하고 05 N의 06 N에 ① 07 N에 ② 08 N에서 09 N에서 N까지, N부터 N까지 10 N에게/한테 11 N도 12 N만 13 N밖에 14 N(으)로 15 N(이)나 ① 16 N(이)나 ② 17 N쯤 18 N처럼/N같이 19 N보다 20 N마다 Unit 4. Listing and Contrast 01 A/V-고 02 V-거나 03 A/V-지만 04 A/V-(으)ㄴ/는데 ① Unit 5. Time Expressions 01 N 전에, V-기 전에 02 N 후에, V-(으)ㄴ 후에 03 V-고 나서 04 V-아/어서 05 N 때, A/V-(으)ㄹ 때 06 V-(으)면서 07 N 중, V-는 중 08 V-자마자 09 N 동안, V-는 동안 10 V-(으)ㄴ 지 Unit 6. Ability and Possibility 01 V-(으)ㄹ 수 있다/없다 02 V-(으)ㄹ 줄 알다/모르다 Unit 7. Demands and Obligations, Permission and Prohibition 01 V-(으)세요 02 V-지 마세요 03 A/V-아/어야 되다/하다 04 A/V-아/어도 되다 05 A/V-(으)면 안 되다 06 A/V-지 않아도 되다 (안 A/V-아/어도 되다) Unit 8. Expressions of Hope 01 V-고 싶다 02 A/V-았/었으면 좋겠다 Unit 9. Reasons and Causes 01 A/V-아/어서 ② 02 A/V-(으)니까 ① 03 N 때문에, A/V-기 때문에 Unit 10. Making Requests and Assisting 01 V-아/어 주세요, V-아/어 주시겠어요? 02 V-아/어 줄게요, V-아/어 줄까요? Unit 11. Trying New Things and Experiences 01 V-아/어보다 02 V-(으)ㄴ 적이 있다/없다 Unit 12. Asking Opinions and Making Suggestions 01 V-(으)ㄹ까요? ① 02 V-(으)ㄹ까요? ② 03 V-(으)ㅂ시다 04 V-(으)시겠어요? 05 V-(으)ㄹ래요? ① Unit 13. Intentions and Plans 01 A/V-겠어요 ① 02 V-(으)ㄹ게요 03 V-(으)ㄹ래요 ② Unit 14. Background Information and Explanations 01 A/V-(으)ㄴ/는데 ② 02 V-(으)니까 ② Unit 15. Purpose and Intention 01 V-(으)러 가다/오다 02 V-(으)려고 03 V-(으)려고 하다 04 N을/를 위해(서), V-기 위해(서) 05 V-기로 하다 Unit 16. Conditions and Suppositions 01 A/V-(으)면 02 V-(으)려면 03 A/V-아/어도 Unit 17. Conjecture 01 A/V-겠어요 ② 02 A/V-(으)ㄹ 거예요 ② 03 A/V-(으)ㄹ까요? ③ 04 A/V-(으)ㄴ/는/(으)ㄹ 것 같다 Unit 18. Changes in Parts of Speech 01 관형형 -(으)ㄴ/-는/-(으)ㄹ N 02 A/V-기 03 A-게 04 A-아/어하다 Unit 19. Expressions of State 01 V-고 있다 ② 02 V-아/어 있다 03 A-아/어지다 04 V-게 되다 Unit 20. Confirming Information 01 A/V-(으)ㄴ/는지 02 V-는 데 걸리다/들다 03 A/V-지요? Unit 21. Discovery and Surprise 01 A/V-군요/는군요 02 A/V-네요 Unit 22. Additional Endings 01 A-(으)ㄴ가요?, V-나요? 02 A/V-(으)ㄴ/는데요 Unit 23. Quotations 01 Direct Quotations 02 Indirect Quotations 03 Indirect Quotation Contracted Forms Unit 24. Irregular Conjugations 01 ‘ㅡ’ 불규칙 (Irregular Conjugation) 02 ‘ㄹ’ 불규칙 (Irregular Conjugation) 03 ‘ㅂ’ 불규칙 (Irregular Conjugation) 04 ‘ㄷ’ 불규칙 (Irregular Conjugation) 05 ‘르’ 불규칙 (Irregular Conjugation) 06 ‘ㅎ’ 불규칙 (Irregular Conjugation) 07 ‘ㅅ’ 불규칙 (Irregular Conjugation) ■ Appendix Good Things to Know Answer Key Grammar Explanations in Use Korean Grammar Ind
This is the first English-language book on cultural policy in Korea, which critically historicises and analyses the contentious and dynamic development of the policy. It highlights that the evolution of cultural policy has been bound up with the complicated political, economic and social trajectory of Korea to a surprising degree. Investigating the content and context of the policy from the period of Japanese colonial rule (1910–1945) until the military authoritarian regime (1961–1988), the book discusses how culture, often co-opted by the government, was mobilised to disseminate state agendas and define national identity. It then moves on to investigate the distinct characteristics of Korea’s contemporary cultural policy since the 1990s, particularly its energetic pursuit of democracy, a market economy of culture and outward cultural globalisation (the Korean Wave). This book helps readers to understand the continuous presence of the ‘strong state’ in Korean cultural policy and its implications for the cultural life of Koreans. It argues that this exceptionally active cultural policy sets an important condition not only for artistic creation, cultural consumption and cultural business in the country, but also for the nation's ambitious endeavour to turn the success of its pop culture into a global phenomenon.
This book characterizes South Korea’s pre-neoliberal regime of social governance as developmental liberalism and analyzes the turbulent processes and complex outcomes of its neoliberal degeneration since the mid-1990s. Instead of repeating the politically charged critical view on South Korea’s failure in socially inclusionary and sustainable development, the author closely examines the systemic interfaces of the economic, political, and social constituents of its developmental transformation. South Korea has turned and remained developmentally liberal, rather than liberally liberal (like the United States), in its economic and sociopolitical configuration of social security, labor protection, population, education, and so forth. Initially conceived in the late 1980s, ironically along its democratic restoration, and radically accelerated during the national financial crisis in the late 1990s, South Korea’s neoliberal transition has become incomparably volatile and destructive, due crucially to its various distortive effects on the country’s developmental liberal order.
The first book to explore the institutional, ideological, and conceptual development of the modern state on the peninsula, Rationalizing Korea analyzes the stateÕs relationship to five social sectors, each through a distinctive interpretive theme: economy (developmentalism), religion (secularization), education (public schooling), population (registration), and public health (disease control). Kyung Moon Hwang argues that while this formative process resulted in a more commanding and systematic state, it was also highly fragmented, socially embedded, and driven by competing, often conflicting rationalizations, including those of Confucian statecraft and legitimation. Such outcomes reflected the acute experience of imperialism, nationalism, colonialism, and other sweeping forces of the era.
The social structure of contemporary Korea contains strong echoes of the hierarchical principles and patterns governing stratification in the Chosŏn dynasty (1392–1910): namely, birth and one’s position in the bureaucracy. At the beginning of Korea’s modern era, the bureaucracy continued to exert great influence, but developments undermined, instead of reinforced, aristocratic dominance. Furthermore, these changes elevated the secondary status groups of the Chosŏn dynasty, those who had belonged to hereditary, endogamous tiers of government and society between the aristocracy and the commoners: specialists in foreign languages, law, medicine, and accounting; the clerks who ran local administrative districts; the children and descendants of concubines; the local elites of the northern provinces; and military officials. These groups had languished in subordinate positions in both the bureaucratic and social hierarchies for hundreds of years under an ethos and organization that, based predominantly on family lineage, consigned them to a permanent place below the Chosŏn aristocracy. As the author shows, the political disruptions of the late nineteenth and early twentieth centuries, however, rewarded talent instead of birth. In turn, these groups’ newfound standing as part of the governing elite allowed them to break into, and often dominate, the cultural, literary, and artistic spheres as well as politics, education, and business.
The Liberative Cross offers a theological grounding of the orthopraxy that calls North American Korean women to live as imago Dei, mirroring the perichoretic fellowship of the triune God in contemporary social relations through living in imitatio crucis and imitatio relationis. In so doing, this book emphasizes three elements. First, an appropriate theology of the cross meets the challenges or concerns of developing reality. Second, it is a feminist theology in the sense that it seeks to retrieve a theology of the cross that is life-giving and liberating for women. Third, it is a social trinitarian approach to the theology of the cross that can reveal the essence of God to be in relation, mutuality, and community in diversity. The constructive work achieved in this book makes a great contribution to pastoral and ecclesial praxis and imagination.
Most theories of modernity are based, explicitly or implicitly, on the development of Western societies since the late medieval period, but these theories are of limited value for understanding the development of societies in Asia and other parts of the world, where the process of modernization took place under different circumstances and often in a rapid and highly compressed fashion – not over centuries but in decades. Asian societies have been propelled into modernity too, but theirs is a compressed modernity, which displays very different traits. In this important book, Chang Kyung-Sup provides a systematic account of this compressed modernity and uses it to analyse the extreme social changes, complexities and imbalances found in South Korea and other East Asian societies. While these changes enabled South Korea to modernize very quickly and achieve high levels of economic growth, they also created a society that is haunted by various developmental and civilizational costs, such as endemic generational conflicts, overloaded family responsibilities and exceptionally high suicide rates. As with other societies that have experienced compressed modernity, the South Korean “miracle” is replete with extreme and contradictory social traits. This pioneering work of the nature and consequences of compressed modernity will be of great interest to students and scholars of sociology, politics and development studies, as well as anyone interested in South Korea, Asia and postcolonial societies.
World Bank Discussion Paper No. 286. This report was commissioned as part of a project on the effectiveness of credit policies in East Asian countries. In the Republic of Korea, the government has played a pervasive role in promoting industrializati
The first of its kind in English, this spectacular, detailed volume in full colour celebrating the richness and variety of traditional Korean garments, ornaments and footwear dating back to the Joseon Dynasty is a treasure. Over 600 drawings and 200 plates, with detailed commentaries and specific measurements, as well as method of production.
This book asks what strategies women’s movements can employ to induce law and policy changes at the national level that will assist women’s equality without sacrificing their feminist energy, movement cohesiveness and core feminist commitments. The book takes up this question in order to emphasize the need not only to recognize the accomplishments of women’s movements through political participation, but also to analyze the process through which feminist organizations interact with formal politics. It examines the institutionalization of the Korean women’s movement under the progressive presidencies of Kim Dae Jung (1998-2002) and Roh Moo Hyun (2003-2007), focusing on three major pieces of legislation concerning women’s rights that were enacted during this time, and looks at the process of gender politics and the strategic bargains that needed to be made between the women’s movement and other political forces in order to advance their agenda. It questions whether the institutionalization of the women’s movement inevitably results in demobilization and deradicalization, and goes on to examine the relationship between the women’s movement and the government over the two most women-friendly administrations in South Korean history, a period marked by flourishing civil society activism and participatory democracy.
In Hegemonic Mimicry, Kyung Hyun Kim considers the recent global success of Korean popular culture—the Korean wave of pop music, cinema, and television, which is also known as hallyu—from a transnational and transcultural perspective. Using the concept of mimicry to think through hallyu's adaptation of American sensibilities and genres, he shows how the commercialization of Korean popular culture has upended the familiar dynamic of major-to-minor cultural influence, enabling hallyu to become a dominant global cultural phenomenon. At the same time, its worldwide popularity has rendered its Koreanness opaque. Kim argues that Korean cultural subjectivity over the past two decades is one steeped in ethnic rather than national identity. Explaining how South Korea leaped over the linguistic and cultural walls surrounding a supposedly “minor” culture to achieve global ascendance, Kim positions K-pop, Korean cinema and television serials, and even electronics as transformative acts of reappropriation that have created a hegemonic global ethnic identity.
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