Difference (from revision 11 to 12)
Changed: 97c97
A key component of the current explosion of knowledge is the proliferation of vast amounts of data. With greater computing power, we’re able to encode anyone person’s DNA, track our internet usage, credit usage, the experiments at the Large Hadron Collider and so on, each of these activities creates a staggering amount of data. {nid 39D6}
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A key component of the current explosion of knowledge is the proliferation of vast amounts of data. With greater computing power, we’re able to encode anyone person’s DNA, track our internet usage, credit usage, the experiments at the Large Hadron Collider and so on, each of these activities creates a staggering amount of data. {nid 39D6}
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While the sheer size and scale of these data sets presents a challenge, knowing how to intelligently combine the data means that we must accurately understand the world that this data represents. If we want to combine data from multiple sources, then it becomes all the more important that we understand what each source intended by the publication of the data. {nid 39D7}
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While the sheer size and scale of these data sets presents a challenge, knowing how to intelligently combine the data means that we must accurately understand the world that this data represents. If we want to combine data from multiple sources, then it becomes all the more important that we understand what each source intended by the publication of the data. {nid 39D7}
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Similarly, there has been a surge of work in bioinformatics, including the Open Biological and Biomedical Ontology, Gene Ontology and other sources which annotate big data with explicit semantics. These initiatives allow research groups to publish findings on genes, gene expression, proteins and so in a standardized consistent manner. {nid 39DA}
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Similarly, there has been a surge of work in bioinformatics, including the Open Biological and Biomedical Ontology, Gene Ontology and other sources which annotate big data with explicit semantics. These initiatives allow research groups to publish findings on genes, gene expression, proteins and so in a standardized consistent manner. {nid 39DA}
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One way to express a theory of (a part of) the world is to build a model. Engineers and designers have always built a variety of models to represent parts of their disciplines. Designing a car, a power plant, a transportation system or even the climate relies heavily on creating a computer model of the system. In the computing age, it has become far easier to shared these models and the promise of model reuse has become a desired goal. {nid 39DD}
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One way to express a theory of (a part of) the world is to build a model. Engineers and designers have always built a variety of models to represent parts of their disciplines. Designing a car, a power plant, a transportation system or even the climate relies heavily on creating a computer model of the system. In the computing age, it has become far easier to shared these models and the promise of model reuse has become a desired goal. {nid 39DD}
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Different fields have models of varying sophistication, though in many the semantics - the meaning - of the parts of the model are governed by implicit or inconsistent convention. {nid 39DE}
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Different fields have models of varying sophistication, though in many the semantics - the meaning - of the parts of the model are governed by implicit or inconsistent convention. {nid 39DE}
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Semantic analysis is a fundamental, essential aspect of federation and integration. Building value by combining the views of different communities means solving interoperability, and that means negotiating the implicit meaning used by each of these groups. {nid 39DM}
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Semantic analysis is a fundamental, essential aspect of federation and integration. Building value by combining the views of different communities means solving interoperability, and that means negotiating the implicit meaning used by each of these groups. {nid 39DM}
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The Object Modeling Group has recently put out a request for proposal to create a standard to address such issues. Similarly, within the systems engineering community, one examples is ISO 15926 which aims to federate CAD/CAM/PLM systems in industry, business and eco-system-wide (beyound boundary of enterprise) scales. {nid 39DN}
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The Object Modeling Group has recently put out a request for proposal to create a standard to address such issues. Similarly, within the systems engineering community, one examples is ISO 15926 which aims to federate CAD/CAM/PLM systems in industry, business and eco-system-wide (beyound boundary of enterprise) scales. {nid 39DN}
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While each specialization may use its own jargon and technical language, the underlying reality is the same. Ontologies, in the form of explicit statement of the assumptions in each sub-field can help identify points of overlap and interest between different communities. They can serve as tools to facilitate search and discovery. {nid 39DQ}
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While each specialization may use its own jargon and technical language, the underlying reality is the same. Ontologies, in the form of explicit statement of the assumptions in each sub-field can help identify points of overlap and interest between different communities. They can serve as tools to facilitate search and discovery. {nid 39DQ}
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The Linked Science effort is a project that aims to create an “executable paper.” It hopes to combine publication of scientific data, metadata, results, and provenance information using Linked Data principles, alongside open source and web-based environments for executing, validating and exploring research, using Cloud Computing for efficient and distributed computing and deploying Creative Commons for its legal infrastructure. {nid 39DR}
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The Linked Science effort is a project that aims to create an “executable paper.” It hopes to combine publication of scientific data, metadata, results, and provenance information using Linked Data principles, alongside open source and web-based environments for executing, validating and exploring research, using Cloud Computing for efficient and distributed computing and deploying Creative Commons for its legal infrastructure. {nid 39DR}
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