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This open access book provides innovative methods and original applications of sequence analysis (SA) and related methods for analysing longitudinal data describing life trajectories such as professional careers, family paths, the succession of health statuses, or the time use. The applications as well as the methodological contributions proposed in this book pay special attention to the combined use of SA and other methods for longitudinal data such as event history analysis, Markov modelling, and sequence network. The methodological contributions in this book include among others original propositions for measuring the precarity of work trajectories, Markov-based methods for clustering seq...
During the last decade, the French-speaking scientific community developed a very strong research activity in the field of Knowledge Discovery and Management (KDM or EGC for “Extraction et Gestion des Connaissances” in French), which is concerned with, among others, Data Mining, Knowledge Discovery, Business Intelligence, Knowledge Engineering and SemanticWeb. The recent and novel research contributions collected in this book are extended and reworked versions of a selection of the best papers that were originally presented in French at the EGC 2009 Conference held in Strasbourg, France on January 2009. The volume is organized in four parts. Part I includes five papers concerned by various aspects of supervised learning or information retrieval. Part II presents five papers concerned with unsupervised learning issues. Part III includes two papers on data streaming and two on security while in Part IV the last four papers are concerned with ontologies and semantic.
This handbook provides a comprehensive overview of recent developments in research on the relationship between occupational trajectories over the life course and health. It uncovers the impact of far-reaching changes of work and employment, as evidenced by increased flexibility, discontinuity, and technological innovation, and offers insights into recent theoretical and methodological developments addressing this challenge. In its main parts, it presents the best evidence to readers about the following topics: early life influences on (un)healthy work, chronic exposure to occupational risks; nonstandard employment and poor health; work continuation with chronic disease; occupational determinants of healthy aging. In its final part, it discusses policy implications of current knowledge and points to the need of developing new solutions in research and practice, not least in times of climate crisis and the new pandemic. The important handbook has been prepared by a distinguished editorial team, with chapters written by prominent international experts. Despite its continuous reference to scientific knowledge it addresses its content to a broader, non-specialized readership.
Research Methods in the Social Sciences is a comprehensive yet compact A-Z for undergraduate and postgraduate students undertaking research across the social sciences, featuring 71 entries that cover a wide range of concepts, methods, and theories. Each entry begins with an accessible introduction to a method, using real-world examples from a wide range of academic disciplines, before discussing the benefits and limitations of the approach, its current status in academic practice, and finally providing tips and advice for readers on when and how to apply the method in their own research. Wide ranging and interdisciplinary, the text covers both well-established concepts and emerging ideas, such as big data and network analysis, for qualitative and quantitative research methods. All entries feature extensive cross-referencing, providing ease of navigation and, pointing readers to related concepts, and to help build their overall understanding of research methods.
This open access interdisciplinary book integrates the major findings and theoretical advances of a 12-year research program run by the Swiss National Centre of Competence in Research LIVES research program hosted by the universities of Lausanne and Geneva, within a single comprehensive and coherent publication on vulnerability across adulthood. The book is based on the idea that vulnerability is an essential component of the life course that can inform how we use our resources, reserves and cope with stressors across the life course. It provides a unique interdisciplinary research framework based on the idea that vulnerability is a complex and dynamic process that can only be approached through a multidimensional, multilevel, and multidirectional perspective. This is an invaluable new resource for students and researchers in life course studies, and those from other disciplines willing to include life course factors in their research on vulnerability issues.
The work-family conflict that mothers experience today is a national crisis. Women struggle to balance breadwinning with the bulk of parenting, and social policies aren't helping. Of all Western industrialized countries, the United States ranks dead last for supportive work-family policies. Can American women look to Europe for solutions? Making Motherhood Work draws on interviews that Caitlyn Collins conducted over five years with 135 middle-class working mothers in Sweden, Germany, Italy, and the United States. She explores how women navigate work and family given the different policy supports available in each country. Taking readers into women's homes, neighborhoods, and workplaces, Collins shows that mothers' expectations depend on context and that policies alone cannot solve women's struggles. With women held to unrealistic standards, the best solutions demand that we redefine motherhood, work, and family.
This book gives a general view of sequence analysis, the statistical study of successions of states or events. It includes innovative contributions on life course studies, transitions into and out of employment, contemporaneous and historical careers, and political trajectories. The approach presented in this book is now central to the life-course perspective and the study of social processes more generally. This volume promotes the dialogue between approaches to sequence analysis that developed separately, within traditions contrasted in space and disciplines. It includes the latest developments in sequential concepts, coding, atypical datasets and time patterns, optimal matching and altern...
Data Warehousing and Knowledge Discovery have been widely accepted as key te- nologies for enterprises and organizations as a means of improving their abilities in data analysis, decision support, and the automatic extraction of knowledge from data. With the exponentially growing amount of information to be included in the decision making process, the data to be processed is becoming more and more complex in both structure and semantics. Consequently, the process of retrieval and knowledge disc- ery from this huge amount of heterogeneous complex data constitutes the reality check for research in the area. During the past few years, the International Conference on Data Warehousing and Knowled...
This book constitutes the thoroughly refereed post-conference proceedings of the First International Joint Conference on Knowledge Discovery, Knowledge Engineering, and Knowledge Management, IC3K 2009, held in Funchal, Madeira, Portugal, in October 2009. This book includes revised and extended versions of a strict selection of the best papers presented at the conference; 27 revised full papers together with 3 invited lectures were carefully reviewed and selected from 369 submissions. According to the three covered conferences KDIR 2009, KEOD 2009, and KMIS 2009, the papers are organized in topical sections on on knowledge discovery and information retrieval, knowledge engineering and ontology development, and on knowledge management and information sharing.
Social Sequence Analysis is a comprehensive guide to analytic methods that brings together foundational, theoretical and methodological work on social sequences.