Knowledge-Representation-Draft.vue

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http://vue.tufts.edu/rdf/resource/e56c192ec0a801020113cd6384c3f894 11 8 representation and storage of knowledge in computers #FEFD8C #000000 #000000 Arial-plain-12

Technology_Internet Topic 1 computer http://vue.tufts.edu/vue.rdfs#none 1 storage http://vue.tufts.edu/vue.rdfs#none 1 Knowledge http://vue.tufts.edu/vue.rdfs#none 1

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http://vue.tufts.edu/rdf/resource/e56c1931c0a801020113cd63277a9bfd Natural-Language #FEFD8C #000000 #000000 Arial-plain-12

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http://vue.tufts.edu/rdf/resource/e56c1933c0a801020113cd636b1b7937 Different ways to tackle the problem of natural language processing #E8E622 #000000 #000000 Arial-italic-12

natural language processing IndustryTerm 1 natural language processing Technology 1

http://vue.tufts.edu/rdf/resource/e56c1934c0a801020113cd631c60d9d7 Approaches that identify important entities (oftent concepts, objects) and relationsships between those entities. Frequently used synonymously with symbolic representation, since the entities are represented as symbols. There must be a mapping between the symbols and the entities they stand for. This is used by humans to interpret the knowledge. #FEFD8C #000000 #000000 Arial-plain-12

syntax http://vue.tufts.edu/custom.rdfs#Topic 1 grammar http://vue.tufts.edu/vue.rdfs#none 1 structure http://vue.tufts.edu/vue.rdfs#none 1 tree http://vue.tufts.edu/vue.rdfs#none 1

http://vue.tufts.edu/rdf/resource/e56c1936c0a801020113cd634df993c3 Knowledge is distributed over large quantities of elements that by themselves are not very meaningful. These can be sets of transactions (e.g. credit card payments), or at a lower representational level, bits and pieces of basic elements represented in a distributed way. The latter approach is also referred to as sub-symbolic or connectionist knowledge representation, and used in certain types of neural networks. #FEFD8C #000000 #000000 Arial-plain-12

statistics Topic 1

http://vue.tufts.edu/rdf/resource/e56c193dc0a801020113cd6353197d10 Combines multiple methods into a single approach. The most frequent combination is structure-oriented plus statistical. #FEFD8C #000000 #000000 Arial-plain-12

Technology_Internet Topic 1 integration http://vue.tufts.edu/vue.rdfs#none 1

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http://vue.tufts.edu/rdf/resource/e56c1942c0a801020113cd6356a72cb0 Knowledge that can be stated by one agent (human or computer) in such a way that another agent can easily access, interpret, and utilize it. #FDE888 #000000 #000000 Arial-plain-12

syntax http://vue.tufts.edu/custom.rdfs#Topic 1 natural language http://vue.tufts.edu/vue.rdfs#none 1 grammar http://vue.tufts.edu/vue.rdfs#none 1 structure http://vue.tufts.edu/vue.rdfs#none 1 tree http://vue.tufts.edu/vue.rdfs#none 1

http://vue.tufts.edu/rdf/resource/e56c1944c0a801020113cd637055997b Knowledge that is embedded in the mind, experience, or other aspects of an agent, and difficult to extract. %sp; #FDE888 #000000 #000000 Arial-plain-12

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http://vue.tufts.edu/rdf/resource/e56c1945c0a801020113cd63ffa95ccb Knowledge that can be verified through observation. There is a direct correspondence between some aspects of the real world, and the respective model that captures the knowledge about the real world. #FDE888 #000000 #000000 Arial-plain-12

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http://vue.tufts.edu/rdf/resource/e56c1945c0a801020113cd635d6f4536 Knowledge that can not be verified through observation. This knowledge is obtained by reasoning, and should ultimately be based on factual knowledge. #FDE888 #000000 #000000 Arial-plain-12

http://vue.tufts.edu/rdf/resource/e56c1946c0a801020113cd63f6a9b6ec Knowledge that depends on the perception, viewpoint, opinion, or experience of an individual. It can't be easily verified by others. #FDE888 #000000 #000000 Arial-plain-12

http://vue.tufts.edu/rdf/resource/e56c1947c0a801020113cd635fa5d227 Knowledge that can be easily verified by others, and does not depend on the perspective of a particular individual. There is frequently a significant overlap between objective and factual knowledge. #FDE888 #000000 #000000 Arial-plain-12

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http://vue.tufts.edu/rdf/resource/e56c1948c0a801020113cd6351119b3d Knowledge based on an elaborate and largely accurate model of the domain to be represented. It often uses causal relationships for reasoning. In humans, this typically corresponds to a deep understanding of the domain. #FDE888 #000000 #000000 Arial-plain-12

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