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Proposal - start [kondor.etf.rs]

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a. At the central data mine system (DMS), using the algorithms of concepts oriented artificial<br />

intelligence (CAI), the concepts related to business goals are extracted, and used to generate<br />

recommendations to decision make<strong>rs</strong>.<br />

b. The extracted information is related to system optimization, but also to external<br />

environment. A selected subset of that information, only the subset which is of general nature,<br />

and not abusing the privacy of any participant in the system, is made available via the<br />

Internet.<br />

c. If the processing delay is not short enough, the DMS needs to be expanded with appropriate<br />

HWA (hardware accelerato<strong>rs</strong>).<br />

d. The system can monitor a large number of CSPs (business optimization paramete<strong>rs</strong>) and<br />

EAPs (environment awareness paramete<strong>rs</strong>). These can be processed using a number of KEPs<br />

(knowledge extraction procedures), and refined using a number of CEAs (concept extraction<br />

algorithms). Once the concepts are extracted, concrete recommendations (in a ranking order)<br />

are generated using appropriate RRGs (ranked recommendation generato<strong>rs</strong>).<br />

In the above described system architecture, on the top are the patients (some of the use cases<br />

were described before); more will be introduced, elaborated, and implemented during the<br />

project run. The activities of the system are optimized using data from the Internet, data<br />

bases, senso<strong>rs</strong>, mobile services, etc. Some of these data are semantically enhanced using the<br />

concepts oriented artificial intelligence (the central box), with elements of semantic web, data<br />

mining, concept modelling, and decision making. The basic idea of the system is given in<br />

Figure 1.<br />

Figure 1: The basic system idea

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