Evolution of sciences, new data science era 91990-now: Data science The flood of data from new scientific instruments and simulations The ability to economically store and manage petabytes of data online The Internet and computing Grid that makes all these archives universally accessible Scientific info. management, acquisition, organization, query, and visualization tasks scale almost linearly with data volumes Data mining is a major new challenge ◆19905 Data mining, data warehousing, multimedia databases, and Web databases ◆2000s Stream data management and mining Data mining and its applications Web technology (XML data integration) and global information systems12 Evolution of Sciences: New Data Science Era 1990-now: Data science ◼ The flood of data from new scientific instruments and simulations ◼ The ability to economically store and manage petabytes of data online ◼ The Internet and computing Grid that makes all these archives universally accessible ◼ Scientific info. management, acquisition, organization, query, and visualization tasks scale almost linearly with data volumes ◼ Data mining is a major new challenge! 1990s: ◼ Data mining, data warehousing, multimedia databases, and Web databases 2000s ◼ Stream data management and mining ◼ Data mining and its applications ◼ Web technology (XML, data integration) and global information systems