This book is a gentle introduction to dominance-based query processing techniques and their applications. The book aims to present fundamental as well as some advanced issues in the area in a precise, but easy-to-follow, manner. Dominance is an intuitive concept that can be used in many different ways in diverse application domains. The concept of dominance is based on the values of the attributes of each object. An object ���� dominates another object ���� if ���� is better than ����. This goodness criterion may differ from one user to another. However, all decisions boil down to the minimization or maximization of attribute values. In this book, we will explore algorithms and applications related to dominance-based query processing. The concept of dominance has a long history in finance and multi-criteria optimization. However, the introduction of the concept to the database community in 2001 inspired many researchers to contribute to the area. Therefore, many algorithmic techniqueshave been proposed for the efficient processing of dominance-based queries, such as skyline queries, ����-dominant queries, and top-���� dominating queries, just to name a few.
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Apostolos N. Papadopoulos is an Associate Professor of Computer Science at the School of Informatics of Aristotle University of Thessaloniki (AUTH). He received his five-year Diploma Degree in Computer Engineering and Informatics from the University of Patras, and his Ph.D. Degree in Informatics from the School of Informatics (AUTH). His research interests include Data Management, Data Mining, and Big Data Analytics. He has served as a track co-chair of ACM SAC DTTA (Database Technologies Techniques and Applications) Track from 2005 until now, as well as a PC member in several International Conferences related to Data Management and Data Mining. He has co-presented four tutorials in ASONAM 2015, EDBT/ICDT 2016, ICDM 2016, and ECML/PKDD 2017 on the “Core Decomposition of Networks.” The paper “SkyGraph: an algorithm for important subgraph discovery in relational graphs,” Proceedings of ECML/PKDD, Antwerp, Belgium, 2008, received the Best Knowledge Discovery Paper Award, whereas the paper“Metric-Based Top-k Dominating Queries,” Proceedings of the 17th International Conference on Extending Database Technology (EDBT), Athens, 2014, was selected as the best paper for publication in ACM Transactions on Database Systems. Based on Google Scholar, he has around 3200 citations in his research work.
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Taschenbuch. Zustand: Neu. Druck auf Anfrage Neuware - Printed after ordering - This book is a gentle introduction to dominance-based query processing techniques and their applications. The book aims to present fundamental as well as some advanced issues in the area in a precise, but easy-to-follow, manner. Dominance is an intuitive concept that can be used in many different ways in diverse application domains. The concept of dominance is based on the values of the attributes of each object. An object dominates another object if is better than . This goodness criterion may differ from one user to another. However, all decisions boil down to the minimization or maximization of attribute values. In this book, we will explore algorithms and applications related to dominance-based query processing. The concept of dominance has a long history in finance and multi-criteria optimization. However, the introduction of the concept to the database community in 2001 inspired many researchers to contribute to the area. Therefore, many algorithmic techniqueshave been proposed for the efficient processing of dominance-based queries, such as skyline queries, -dominant queries, and top- dominating queries, just to name a few. Artikel-Nr. 9783031007484
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Taschenbuch. Zustand: Neu. Skylines and Other Dominance-Based Queries | Apostolos N. Papadopoulos (u. a.) | Taschenbuch | Synthesis Lectures on Data Management | xxiii | Englisch | 2020 | Springer | EAN 9783031007484 | Verantwortliche Person für die EU: Springer Verlag GmbH, Tiergartenstr. 17, 69121 Heidelberg, juergen[dot]hartmann[at]springer[dot]com | Anbieter: preigu. Artikel-Nr. 121975194
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