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Liu has written a comprehensive text on Web mining, which consists of two parts. The first part covers the data mining and machine learning foundations, where all the essential concepts and algorithms of data mining and machine learning are presented. The second part covers the key topics of Web mining, where Web crawling, search, social network analysis, structured data extraction, information integration, opinion mining and sentiment analysis, Web usage mining, query log mining, computational advertising, and recommender systems are all treated both in breadth and in depth. His book thus brings all the related concepts and algorithms together to form an authoritative and coherent text. The book offers a rich blend of theory and practice. It is suitable for students, researchers and practitioners interested in Web mining and data mining both as a learning text and as a reference book. Professors can readily use it for classes on data mining, Web mining, and text mining. Additional teaching materials such as lecture slides, datasets, and implemented algorithms are available online.
This volume brings together studies on the disposal of the dead and the archaeological research potential of found remains.
This compendium of information on terrorist groups, violent international criminal gangs, and other extremist groups that have been or are currently operating is intended for use as a reference guide and research tool for academics, students, government officials, security personnel, military personnel, law enforcement personnel, and the public. The publication also lists and describes political organizations and religious or ethnic factions that espouse violence or display the threat of violence in their philosophical or operational standards. The information was collected from a broad range of sources, including interviews with, law enforcement and military practitioners, researchers and academics, and and government officials. The organizations are listed geographically by continent and country. The listing for each organization covers its stated aims, ideology, or policy; areas of operation, numbers of active members, numbers of supporters, structure, headquarters, leaders' names, funding sources, types of activities, publications, network contacts, significant actions and activities, and trends.
Archaeologists are increasingly aware of issues of gender when studying past societies; women are becoming better represented within the discipline and are attaining top academic posts. However, until now there has been no study undertaken of the history of women in European archaeology and their contribution to the development of the discipline. Excavating Women discusses the careers of women archaeologists such as Dorothy Garrod, Hanna Rydh and Marija Gimbutas, who against all odds became famous, as well as the many lesser-known personalities who did important archaeological work. The collection spans the earliest days of archaeology as a discipline to the present, telling the stories of w...
The Environmental Noise Directive (END) requires that a five-year updating of noise maps is carried out to check and report on the changes that have occurred during the reference period. The updating process is usually achieved using a standardized approach consisting of collecting and processing information through acoustic models to produce the updated noise maps. This procedure is time consuming and costly, and has a significant impact on the financial statement of the authorities responsible for providing the maps. Furthermore, the END requires that easy-to-read noise maps are made available to the public to provide information on noise levels and the subsequent actions to be undertaken ...
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This book examines ancient figurines from several world areas to address recurring challenges in the interpretation of prehistoric art. Sometimes figurines from one context are perceived to resemble those from another. Richard G. Lesure asks whether such resemblances play a role in our interpretations. Early interpreters seized on the idea that figurines were recurringly female and constructed the fanciful myth of a primordial Neolithic Goddess. Contemporary practice instead rejects interpretive leaps across contexts. Dr Lesure offers a middle path: a new framework for assessing the relevance of particular comparisons. He develops the argument in case studies that consider figurines from Paleolithic Europe, the Neolithic Near East and Formative Mesoamerica.