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The economics of open data refers to the production, or loss, of wealth related to the use of open data. The cost of open data is a primary concern that can deter governments any companies from the opening up of data. [1] While open data may theoretically have a low production cost, the cost of creating the original data set as well as ...
The economics of open science describe the economic aspects of making a wide range of scientific outputs (publication, data, software) to all levels of society. Open science involves a plurality of economic models and goods. Journals and other academic institutions (like learned societies) have historically favored a knowledge club or a toll ...
Big data analysis challenges include capturing data, data storage, data analysis, search, sharing, transfer, visualization, querying, updating, information privacy, and data source. Big data was originally associated with three key concepts: volume, variety, and velocity. [3] The analysis of big data presents challenges in sampling, and thus ...
Apache Spark is an open-source unified analytics engine for large-scale data processing. Spark provides an interface for programming clusters with implicit data parallelism and fault tolerance. Originally developed at the University of California, Berkeley 's AMPLab, the Spark codebase was later donated to the Apache Software Foundation, which ...
A data economy is a global digital ecosystem in which data is gathered, organized, and exchanged by a network of companies, individuals, and institutions to create economic value. [1][2] The raw data is collected by a variety of factors, including search engines, social media websites, online vendors, brick and mortar vendors, payment gateways ...
www.knime.com. KNIME (/ naɪm / ⓘ), the Konstanz Information Miner, [2] is a free and open-source data analytics, reporting and integration platform. KNIME integrates various components for machine learning and data mining through its modular data pipelining "Building Blocks of Analytics" concept. A graphical user interface and use of JDBC ...
Open data may include non-textual material such as maps, genomes, connectomes, chemical compounds, mathematical and scientific formulae, medical data, and practice, bioscience and biodiversity. A major barrier to the open data movement is the commercial value of data. Access to, or re-use of, data is often controlled by public or private ...
Open-source economics is an economic platform based on open collaboration for the production of software, services, or other products. First applied to the open-source software industry, [2] this economic model may be applied to a wide range of enterprises. Some characteristics of open-source economics may include: work or investment carried ...