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This book provides a systematic and comparative description of the vast number of research issues related to the quality of data and information. It does so by delivering a sound, integrated and comprehensive overview of the state of the art and future development of data and information quality in databases and information systems. To this end, it presents an extensive description of the techniques that constitute the core of data and information quality research, including record linkage (also called object identification), data integration, error localization and correction, and examines the related techniques in a comprehensive and original methodological framework. Quality dimension definitions and adopted models are also analyzed in detail, and differences between the proposed solutions are highlighted and discussed. Furthermore, while systematically describing data and information quality as an autonomous research area, paradigms and influences deriving from other areas, such as probability theory, statistical data analysis, data mining, knowledge representation, and machine learning are also included. Last not least, the book also highlights very practical solutions, such as methodologies, benchmarks for the most effective techniques, case studies, and examples. The book has been written primarily for researchers in the fields of databases and information management or in natural sciences who are interested in investigating properties of data and information that have an impact on the quality of experiments, processes and on real life. The material presented is also sufficiently self-contained for masters or PhD-level courses, and it covers all the fundamentals and topics without the need for other textbooks. Data and information system administrators and practitioners, who deal with systems exposed to data-quality issues and as a result need a systematization of the field and practical methods in the area, will also benefit from the combination of concrete practical approaches with sound theoretical formalisms.
What if your daydreams were true? Fatherless Jack and Phoebe are completely non-identical twins. Jack's so vague he has daydreams within daydreams. He dreams he's a Conductoid. Beings from other dimensions can only use their powers on earth through him. But the days for dreaming are over. Just ask Jack's teachers. Don't they know lives will be lost? For the difference between the "impossible" and "possible" is but two small letters. And as for Phoebe, well, the twins are completely non-identical.
Number of Exhibits: 13
King Arthur ruled the land of Camelot with his trusted knights, including the handsome and brave Sir Lancelot. Lancelot had a brother by the name of Ellsworth who wasnt quite as brave, but who was known for burping. When he was still a baby, his nurse decided that since Ellsworth was the brother of Lancelot, he would be known as Sir Burpsalot. Sir Lancelot also had a little sister by the name of Wendy. Wendy was not like the other girls at Camelot. She did not want to learn how to sew, mend, and cook; she wanted to learn how to shoot a bow and arrow. People told her she couldnt shoot because shooting wasnt ladylike, but Wendy knew this was not fair. Burpsalot and Wendy may not sound like the usual heroes, but in the land of Camelot, heroes come in all shapes and sizes. Together, this brother and sister take on dragons and stinkers. They learn the ways of poodletooters and flutterbys. They make friends and bring honor to their family, despite humble beginnings. Cover and illustrations drawn by Alex Walton, Kelowna, British Columbia
Fatima had one wish . . . Fatima al-Fihri loved to learn. She wanted to know everything, like how birds flew, why the sky was blue, and how flowers grew. But more than anything, she wanted a school for all, where anyone could study and become whatever they wanted, like teachers, scientists, and doctors. As she grew older, Fatima carried her one wish inside her, through good times and bad. Fueled by her faith and her determination, she worked hard to make her one wish come true. For over a thousand years, Fatima's one wish--her school--served students and scholars from around the globe, and it continues to do so today! With lyrical text by M. O. Yuksel (author of In My Mosque) and stunning illustrations by Mariam Quraishi, this true-life portrait of an extraordinary Muslim woman shows the importance of never giving up on your dreams and how we all have the power to change the world for the better.
In 1849, a crew building a railroad through Charlotte, Vermont, dug up strange and beautiful bones in a farmer's field. A local naturalist asked Louis Agassiz to help identify them, and the famous scientist concluded that the bones belonged to a beluga whale. But how could a whale's skeleton have been buried so far from the ocean? The answer--that Lake Champlain had once been an arm of the sea--encouraged radical new thinking about geological time scales and animal evolution. Charlotte's Bonesis a haunting, science-based reconstruction of how Charlotte died 11,000 years ago in a tidal marsh, how the marsh became a field, how Charlotte found a second life as the Vermont state fossil, and what messages her bones whisper to us now about the fragility of life and our changing Earth.