INFORMATION RETRIEVAL THROUGH MULTI AGENT SYSTEM WITH DATA MINING Research Paper

INFORMATION RETRIEVAL THROUGH MULTI AGENT SYSTEM WITH DATA MINING - Research Paper Example a practically implemented research model for the information retrieval using Multi-Agent System with Data Mining technique in a Cloud Computing environment. The paper will undertake a review of the existing literature available on this arena and develop an empirical model showing real time data flow through MAS with data mining after retrieval of meaningful information from data warehouse present in a cloud computing environment. In the end, paper will provide recommendations for the organizations for effective implementation and use. Cloud Computing is a general term that refers to anything that â€Å"involves delivering hosted services over the Internet. Broadly it is characterized into three categories, namely: Software-as-a-Service (SaaS), Infrastructure-as-a-Service (IaaS) and Platform-as-a-Service (PaaS)† (‘CloudComputing’, 2007). In the present age and knowledge economy, discovering new knowledge and retrieving information from a data center from a cloud environment is a difficult aspect. The concept of cloud computing does not provide facilities for the knowledge discovery and information retrieval. Furthermore, it is required that the so-called knowledge discovery should be in harmony with the structure, schema and architecture of that knowledge. The emerging knowledge cloud is considered insufficient to retrieve information effectively and thus, Chang, Yang and Luo (2011) undertook a study to propose "an ontology-based agent generation framework for information retrieval in a flexible, transparent and easy way on cloud environment† (p.1135). They proposed a framework for information retrieval in which the user will submit "a flat-test based† request to retrieve â€Å"information on a cloud environment†, the request will be â€Å"deduced by a Reasoning Agent automatically that is accord ing to a predefined ontology and a reasoning rule and then translated to a Mobile Information Retrieving Agent Description File (MIRADF) that is formed in a proposed

Westmount Retirement Residence Case Essay Example | Topics and Well Written Essays - 1500 words

Westmount Retirement Residence Case - Essay Example The new costing system is based on the three suite options and on the three levels of medical needs of the residents. The costs of supportive services have been allocated based on the level of medical needs of the residents. Half the costs of facilities have been allocated based on square feet area of the three different suite options. The pricing recommendations, based on the new costing system have been made to Helen Rosewell in the final section of the main report. The recommended pricing is based on the new costing system. It is also recommended that spouses living in one bedroom should be charged twice the monthly rates. The biggest limitation of the current costing model at Westmount is that it does not give a clear picture of how much each of the services that are being offered at Westmount cost. The pricing system charges the same price per month from the residents irrespective of the services used by them. This pricing is only based on the type of residence being used by the residents. The costing model does not reflect the level of medical care and service required by the individual clients. The price differentiation is based solely on the size of the accommodations. The model is also is based on the implicit assumption that a resident having a 25% larger accommodation is also using 25% more services of Westmount. The costing system does not show any difference between patients requiring different levels of medical needs. There are usually three categories of residents at Westmount: those requiring no medical need, those requiring medium medical need and those requiring high medical needs. The biggest drawback of this costing system is that it is treating all the costs as fixed or period costs. The costing system is unable to differentiate between fixed costs and variable costs. All the costs are treated as periodic costs and they are charged to the expected number of residents.