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This book explores the concept of a map as a fundamental data type. It defines maps at three levels. The first is an abstract level, in which mathematic concepts are leveraged to precisely explain maps and operational semantics. The second is at a discrete level, in which graph theory is used to create a data model with the goal of implementation in computer systems. Finally, maps are examined at an implementation level, in which the authors discuss the implementation of a fundamental map data type in database systems. The map data type presented in this book creates new mechanisms for the storage, analysis, and computation of map data objects in any field that represents data in a map form. The authors develop a model that includes a map data type capable of representing thematic and geometric attributes in a single data object. The book provides a complete example of mathematically defining a data type, ensuring closure properties of those operations, and then translating that type into a state that is suited for implementation in a particular context. The book is designed for researchers and professionals working in geography or computer science in a range of fields including navigation, reasoning, robotics, geospatial analysis, data management, and information retrieval.
Computer science. --- Computer science --- Computers. --- Geographical information systems. --- Regional economics. --- Spatial economics. --- Computer Science. --- Information Systems and Communication Service. --- Geographical Information Systems/Cartography. --- Regional/Spatial Science. --- Discrete Mathematics in Computer Science. --- Mathematics. --- Mappings (Mathematics) --- Data types (Computer science) --- Maps (Mathematics) --- Programming languages (Electronic computers) --- Functions --- Functions, Continuous --- Topology --- Transformations (Mathematics) --- Information systems. --- Computational complexity. --- Complexity, Computational --- Electronic data processing --- Machine theory --- Economics --- Regional planning --- Regionalism --- Space in economics --- Geographical information systems --- GIS (Information systems) --- Information storage and retrieval systems --- Geography --- Computer science—Mathematics. --- Spatial economics --- Regional economics --- Automatic computers --- Automatic data processors --- Computer hardware --- Computing machines (Computers) --- Electronic brains --- Electronic calculating-machines --- Electronic computers --- Hardware, Computer --- Computer systems --- Cybernetics --- Calculators --- Cyberspace
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The current trends in consumer electronics--including the use of GPS-equipped PDAs, phones, and vehicles, as well as the RFID-tag tracking and sensor networks--require the database support of a specific flavor of spatio-temporal databases. These we call Moving Objects Databases. Why do you need this book? With current systems, most data management professionals are not able to smoothly integrate spatio-temporal data from moving objects, making data from, say, the path of a hurricane very difficult to model, design, and query. Whether your field is geology, national security, urban
Information systems --- Database management --- Computer animation --- Computer simulation --- Bases de données --- Animation par ordinateur --- Simulation par ordinateur --- Gestion --- Computer animation. --- Computer simulation. --- Database management. --- Geografie --- Geografische Informatie Systemen --- Databanken. --- Space and time --- Visualization --- Space of more than three dimensions --- Space-time --- Space-time continuum --- Space-times --- Spacetime --- Time and space --- Fourth dimension --- Infinite --- Metaphysics --- Philosophy --- Space sciences --- Time --- Beginning --- Hyperspace --- Relativity (Physics) --- Data base management --- Data services (Database management) --- Database management services --- DBMS (Computer science) --- Generalized data management systems --- Services, Database management --- Systems, Database management --- Systems, Generalized database management --- Electronic data processing --- Computer modeling --- Computer models --- Modeling, Computer --- Models, Computer --- Simulation, Computer --- Electromechanical analogies --- Mathematical models --- Simulation methods --- Model-integrated computing --- Animation, Computer --- Computer-assisted filmmaking --- Computer-generated animation --- Animation (Cinematography) --- Computer graphics --- Visualisation --- Imagination --- Visual perception --- Imagery (Psychology) --- Data processing.
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This book constitutes the refereed proceedings of the 14th International Symposium on Spatial and Temporal Databases, SSTD 2015, held in Hong Kong, China, in August 2015. The 24 revised full papers together with 8 demos presented were carefully reviewed and selected from 64 submissions. The conference program has the scope on following subjects: reachability query and path query, reverse query and indexing, navigation and routing, trajectory analysis, spatio-temporal approaches, privacy and matching, similarity search and pattern, keyword and pattern.
Computer Science. --- Artificial Intelligence (incl. Robotics). --- Database Management. --- Discrete Mathematics in Computer Science. --- Data Mining and Knowledge Discovery. --- Computer science. --- Computational complexity. --- Database management. --- Data mining. --- Artificial intelligence. --- Informatique --- Complexité de calcul (Informatique) --- Bases de données --- Exploration de données (Informatique) --- Intelligence artificielle --- Gestion --- Computer Science --- Mechanical Engineering - General --- Mechanical Engineering --- Engineering & Applied Sciences --- Computer science --- Mathematics. --- AI (Artificial intelligence) --- Artificial thinking --- Electronic brains --- Intellectronics --- Intelligence, Artificial --- Intelligent machines --- Machine intelligence --- Thinking, Artificial --- Bionics --- Cognitive science --- Digital computer simulation --- Electronic data processing --- Logic machines --- Machine theory --- Self-organizing systems --- Simulation methods --- Fifth generation computers --- Neural computers --- Algorithmic knowledge discovery --- Factual data analysis --- KDD (Information retrieval) --- Knowledge discovery in data --- Knowledge discovery in databases --- Mining, Data --- Database searching --- Data base management --- Data services (Database management) --- Database management services --- DBMS (Computer science) --- Generalized data management systems --- Services, Database management --- Systems, Database management --- Systems, Generalized database management --- Computer mathematics --- Discrete mathematics --- Informatics --- Science --- Mathematics --- Artificial Intelligence. --- Complexity, Computational --- Database management --- Computer science—Mathematics.
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