Data Mining Abdullah Alshawdhabi Coleman University Simply stated data mining refers to extracting or mining knowledge from large amounts of it. The term is actually a misnomer. Remember that the mining of gold from rocks or sand is referred to as gold mining rather than rock or sand mining. Thus‚ data mining should have been more appropriately named “knowledge mining from data‚” which is unfortunately somewhat long. Knowledge mining‚ a shorter term‚ may not
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Porter’s five force analysis of food processing industry | MARKETING STRATEGY | HITESH VAVAIYA | Table of Contents Acknowledgement 3 Introduction of Report 3 Research Objective 4 Introduction of Food Processing Industry 4 The History of Food Processing Industry 4 Supply chain of food processing industry and factor affecting each activity 5 Agriculture 5 Food processing 5 Indian Food Processing Industry 7 History of food processing Industry in India 7 Current Market Overview 9 Indian
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4 Components of DSS (Decision Support System) Data Store – The DSS Database Data Extraction and Filtering End-User Query Tool End User Presentation Tools Operational Stored in Normalized Relational Database Support transactions that represent daily operations (Not Query Friendly) Differences with DSS 3 Main Differences Time Span Granularity Dimensionality Operational DSS Time span Real time Historic Current transaction Short time frame Long time frame Specific Data facts Patterns Granularity
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I. Operational Effectiveness Is Not Strategy According to Porter‚ various management tools like total quality management‚ benchmarking‚ time-based competition‚ outsourcing‚ partnering‚ reengineering‚ that are used today‚ do enhance and dramatically improve the operational effectiveness of a company but fail to provide the company with sustainable profitability. Thus‚ the root cause of the problem seems to be failure of management to distinguish between operational effectiveness and strategy: Management
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warner has primarily a ‘Narrow approach’ Porter suggest companies with a narrow approach are considered as “cost leaders” continuing to say “these are Firms choosing to serve broad markets and to derive advantage through low costs” Porter‚ M.E. (1991). Time Warner doesn’t just seek the status of “cost leader” they also purse “focus strategies” Porter states “these are firms targeting narrow market segments and by emphasizing either low costs or uniqueness” Porter‚ M.E. (1991). On the other hand‚
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Data Mining On Medical Domain Smita Malik‚ Karishma Naik‚ Archa Ghodge‚ Shivani Gaunker Shree Rayeshwar Institute of Engineering & Information Technology Shiroda‚ Goa‚ India. Smilemalik777@gmail.com; naikkarishma39@gmail.com; archaghodge@gmail.com; shivanigaunker@gmail.com Abstract-The successful application of data mining in highly visible fields like retail‚ marketing & e-business have led to the popularity of its use in knowledge discovery in databases (KDD) in other industries
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1. Threat of New Entrants - The easier it is for new companies to enter the industry‚ the more cutthroat competition there will be. Factors that can limit the threat of new entrants are known as barriers to entry. Some examples include: • Existing loyalty to major brands • Incentives for using a particular buyer (such as frequent shopper programs) • High fixed costs • Scarcity of resources • High costs of switching companies • Government restrictions or legislation Power of Suppliers
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• Potential Competitors: Medium pressure o Grocers could potentially enter into the retail side. o Entry barriers are relatively high‚ as Wal-Mart has an outstanding distribution systems‚ locations‚ brand name‚ and financial capital to fend off competitors. o Wal-mart often has an absolute cost advantage over other competitors. • Rivalry Among Established Companies: Medium Pressure o Currently‚ there are three main incumbent companies that exist in the same market as Wal-Mart: Sears‚ K Mart
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BARGAINING POWER OF SUPPLIERS The main items that Wal-Mart procures to pursue its operations can be classified into 3 main categories of merchandise‚ labor‚ and stores. Given the size of Wal-Mart’s operations and its focus on continuous cost improvement‚ none of these suppliers have significant bargaining power on Wal-Mart. When analyzed in detail: * Merchandises * As the biggest retailer in U.S. with up to 30% market share in some categories‚ Wal-Mart is the single biggest buyer for most
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Wildcat Mining Recently there has been a dispute between the Munduruku Tribe and “wildcat miners”‚ in which several illegal miners had set up various mines on the Munduruku’s land in search of gold. To remove these miners on their land‚ the tribe’s leaders travelled to Brazil‚ demanding from the government to remove illegal miners on their territory. Unfortunately‚ a court action by the government could take years and years‚ thus the Munduruku Tribe decided to evict the illegal miners by themselves
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