...Data Mining for Predictive Analytics Stanley Kenton Marks December 11th, 2012 Abstract Simply collecting data for research is nearly a faux pas in today’s competitive web-market. Analysts are now looking toward the predictive analytics of association discovery in web and data mining, to find Business Intelligence of clustering sub=populations while eliminating errors to keep collected data valid. In the midst this data crunch are fears of lost privacy. Do not fear. Creative innovations are bringing mash-ups to our diversity. Data Analytics Report Useful information, knowledge and finding some unexpected results can “strike it rich” with added creative thinking. Data mining supplies analysts, investors, and traders with customers buying patterns, historical trading rules, even fraudulent behavior for insurance claims. Predictive analytics is used in web mining by analyzing user’s movements from one web content to another. Collecting the data of where a user browses and the content they are seeking can become knowledge if the analyst understands the patterns (Turban & Volonino, 2011). An Association Discovery Algorithm is a tool of data mining where new rules are discovered such that if one item is present then another will also be found. This type of knowledge benefits analyst’s predictability of future probabilities and is very useful to the marketing department, (Ranjan, 2008). A traditional example you...
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...Table of Contents Page | Title | 2 -4 | 1.0 Positioning in Relation to Porters GenericStrategies * Strategic Models * Stakeholder Analysis.....continued on page 5 | 5 | Value Chain Analysis | 6 | 2.0 Business & Corporate level strategy | 7&8 | 3.0 Alternate strategy * Critical reflection | 9 & 10 | Bibliography/Harvard referencing | 11 & 16 | Supporting Appendices | Total word count : 2725 Inc titles/subtitles. Amazon’s Strategic Positioning. 1.0 Introduction This assignment is to establish Amazon’s strategic positioning in Europe in correlation with value innovations that may have contributed to Amazon’s success from 1995 to 2012. About Amazon Amazon is an eCommerce business based in the U.S and was started back in 1995 selling books, CD’s and other media. However Amazon’s profits were only noted in 2002 and to this day have annual sales equal to or more than $40billion with a customer base of nearly 144 million in purchase accounts and over 2 million market seller accounts. In 1998 Amazon also extended their market to the UK with an agreed takeover of Bookpage.co.uk and has since managed to establish their second biggest and most successful market overseas. Value Innovations. Since reporting profits in 2002 Amazon has invested in innovations that add value to the customer, keeps interest and encourages ease of purchasing. Some innovations that have aided in the success of Amazon tend to allow ease of use...
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...MBA 5101 Unit 1 Case Study Gary Campbell Our text defines a tort as “a civil wrong” and negligence as “a tort, a civil or personal wrong” (Pozgar, 2012). Negligence as it is related to healthcare is an unintentional commission or omission of an act that a reasonably prudent person or organization would or would not do under normal circumstances. Not following a recognized standard of care could be considered negligence. The case I have chosen to study is one from the Circuit Court of Baltimore City Maryland and is that of Enso Martinez a minor by and through his parent (Rebecca Fielding) vs The Johns Hopkins Hospital in Baltimore Maryland July 2013. I would describe this as a landmark, “David vs Goliath” case involving medical negligence in the form of nonfeasance and malpractice. Reckless and willfulness disregard for safety is called criminal negligence and is often considered a form of gross negligence, a more serious tort (Pozgar, 2012). The question in my mind throughout the read was; “did the conduct of the provider and the hospital constitute criminal negligence”? The jury’s verdict and plaintiff’s award seemed to suggest yes. As a health professional, while I might agree with the Jury’s decision, I’m not so sure I agree with the size of the award. Did Johns Hopkins Hospital (the Hospital), negligently fail to perform a timely Caesarean section, causing Martinez to suffer from cerebral palsy, retardation, and other disorders. The following are...
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...Group 3 13 May, 2010 Netflix - Group Case 1. Describe the competitive environment of the video rental industry. During the time that this case was written the Video / DVD rental industry had matured from a Mom and Pop Shop in the local town or down the street to the business model that Blockbuster had implemented. Location, Location, Location was the model. Open more stores and increase your market penetration. Blockbuster had approximately 7,800 brick and mortar stores, each carrying approximately 1000 titles.1 These DVDs were owned by the store and the volume generated mainly came from recent release rentals and new movie sales. The market, outside of the Blockbuster market was fragmented, with several copycats of Blockbuster, and continued existence of smaller, possibly regional rental shops. No viable Internet distribution model existed when Netflicks was launched. The...
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...Local officials and the companies that sell and operate them love red light cameras, which are not called cameras in the law. Nearly everyone else, not so much. Why? Is Florida a hotbed of red light runners crashing into others? If you look at our traffic crash data over the past several years, you'll see that is not the case. My background is law enforcement. I worked for two years as a Florida deputy sheriff and the remaining 23 years of my 25-year career with the Florida Highway Patrol, where I worked as a trooper, traffic homicide investigator, and squad sergeant, and retired as an investigations lieutenant. I currently operate a small lobbying firm in Tallahassee that specializes in issues involving liberty. According to our Department of Highway Safety, red light running as a cause is around 2 to 3 percent of all crashes. One thing you will never see in any news story about the devices is how many red light running crashes are taking place to justify the need for these automated for-profit law enforcement devices. (Like the Florida Legislature, I don't call them red light cameras either.) Why didn't the Legislature call them red light cameras? It is simple really. Running a red light is a traffic infraction, as is speeding and passing a stopped school bus. It just so happens one automated for-profit company has devices for these other infractions. Calling the devices red light cameras would limit their use. Calling them traffic infraction detectors means they...
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...standards for the design of cranes. Most of the crane manufacture has standardized the single dimensioned box section for multiple spans and duties of crane bridges for manufacturing simplicity. LIST OF TABLES Table No. | Table Description | Page No. | 1 Different cross section formula 2 Dimension for ramshorn hooks LIST OF FIGURES Figure No. Figure Description Page No. 1.1.1 Overhead crane 1.3.1 Standard crane 1.4.1 Free standing crane 1.5.1 Gear box 1.5.2 Electric brake motor 1.5.3 Rope guide 1.5.4 Load limiter 1.5.5 Low headroom trolley 1.6.1(A) Top Running Bridge Cranes 1.6.1(B) Under Running Bridge Crane 1.7.1 Top running vs. under running 1.9 Double girder crane hoist 1.9.1 Chain hoist 1.9.2 Wire rope hoist 3.1.1 Drawing of 160 ton hook, nut & Lock plate 3.2.1 CAD model of 160 ton hook 3.3.1 Different views of crane hook 3.3.2 Bending of a beam with larger Initial curvature 3.4.1 Modified cross section 3.5.1 Circular cross section 3.5.2 Rectangular cross section 3.5.3 Triangular cross section 3.5.4 Trapezoidal cross section 3.6.1 Ramshorn hook with different dimensions 3.6.2 Load test on ramshorn hooks LIST OF SYMBOLS C= Bad diameter P= Load applied on ton d = Diameter of hook W = Crane hook caries a load y = Distance form the natural axis h = Link radius m = Banding moment...
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...What is Monsanto International? Monsanto International Corporation is a multinational agricultural biotechnology company. Established in 1901 in St. Louis, Missouri by John Francis Queeny, Monsanto was originally founded in order to develop products for the food and pharmaceutical industries. The first product introduced by the company was none other than Saccharin, developed for and distributed to the Coca-Cola Company. Shortly after, Monsanto developed caffeine and vanillin, and introduced them to the then growing beverage company. The Monsanto Company became international in 1919 when it established a presence in Europe by partnering with a company based there to produce salicylic acid, aspirin, and eventually rubber with them. Starting in the 1920’s, Monsanto International began to produce and distribute basic industrial chemicals such as sulfuric acid, and by the time the 1940’s arrived, the company was the leading manufacturer of some chemical plastics and synthetic fibers. Since, Monsanto has maintained a position as one of the top 10 chemical companies in the United States. Other noteworthy products that have yielded from the Monsanto Corporation are the artificial sweetener aspartame (NutraSweet), the insecticide DDT (dichlorodiphenyltrichloroethane) which was later banned, the toxic chemical “Agent Orange” used in the Vietnam War, the controversial Bovine Growth Hormone (rBGH), many Nuclear Weapons, and the pesticide “Roundup” also found to have toxic effects...
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...FORWARD Know ye not that they which run in a race run all, but one receiveth the prize? So run, that you may obtain said the scriptures (1 Cor. 9:24). Many people engage in a race to success but only few gets to the ladder top. This book reveals hidden secrets that lead to successful end. As one aspiring to succeed; the “Race to Success” requires unwavering determination, praying expectantly and never giving up. A winner never quits and a quitter never wins. Abraham Lincoln lived the failures, difficulties and frustrations for most of his life yet he became the 16th president of the United States of America (USA) in 1860. Sir Isaac Newton in his bid to develop the fluorescent bulb failed 5,000 times but did not give up until the last attempt that he discovered the secret and was able to produce the fluorescent bulb. What if he had given up along the way? He wouldn’t have emerged a conqueror in the face of brainstorming challenges. What about Sir Edmund Hillary? Who attempted climbing Mount Everest and lost one of his team and returned to London as a failure. But he said “Mount Everest, you have defeated me, but I will return and defeat you because you can’t get any bigger and I CAN”. Many are the secrets you will discover as you read through this book. Whether you are a Christian or not the book will help you understand more about your life, lead you on how to engage in a race that leads to success, even if you are involved in one already it will assist you, tells you the way...
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...Case studies Learning excellence: Southwest Airlines’ approach Ulla K. Bunz and Jeanne D. Maes Introduction With the airline industry in the USA hardly making financial records, how has it been possible for a small company such as Southwest Airlines to completely satisfy their customers since 1971? (Bovier, 1993). What lessons has the management of Southwest Airlines learned in such a relatively short time period? How have these lessons enabled the company to capture such a portion of the market? (Bovier, 1993; George and Jones, 1996) Southwest Airlines began its service in 1971. Since then the killer-whale painted planes have become familiar to their customers and to corporate America. Besides being profitable, expanding constantly and defending its high place on the Fortune 500 list, Southwest has a very special trait: attitude (Bovier, 1993). The Southwest perspective stems from CEO Herb Kelleher and Southwest’s employee motivation. The purpose of this article is to discover the sources of success of Southwest Airlines as a company with high employee motivation. Three factors will be addressed: (1) Southwest as an “excellent” company; (2) the source of employee motivation in this “excellent” company; and (3) whether lessons learned can adequately address potential future problems for Southwest. The authors Ulla K. Bunz and Jeanne D. Maes are based at the University of South Alabama, Mobile, AL, USA. Abstract In an era in which adapting to change means survival, it is...
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...correspondence seeking reparations for musical instruments damaged by United Airlines employees stalemated, Canadian musician Dave Carroll took action online. Utilizing the video-sharing Web site YouTube, Carroll narrated his ordeal went viral generating a torrent of negative YouTube comments about United, commentary from the mainstream media, and more than 3 million views the first week of its launch. United Breaks Guitars embodies the new phenomenon of a social media wildfire in which the rapid proliferation of information through social media causes severe reputational damage to organizations whose crisis communication plans are ill equipped to handle online dilemmas. CO iii PY Using symbolic interactionist theory, this case analysis explores the phenomenon in detail and provides suggestions for how organizations must re-evaluate existing crisis communication plans to respond effectively to an online audience in the billions. RI G H through the lyrics of a music video entitled United Breaks Guitars. Within hours, the video TE D TABLE OF CONTENTS CHAPTER I: INTRODUCTION AND PROBLEM...
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...Technology in Society 31 (2009) 342–349 Contents lists available at ScienceDirect Technology in Society journal homepage: www.elsevier.com/locate/techsoc The politics of airplane production: The emergence of two technological frames in the competition between Boeing and Airbus Alexander Z. Ibsen* University of Arizona, Department of Sociology, P.O. Box 210027, Tucson, AZ 85721-0027,United States a b s t r a c t Keywords: Airplanes Boeing Airbus Two-party democracy Frames Technological philosophy Economic models of technological innovation, as well as modern sociological approaches to the study of organizations, predict that two-actor markets will eventually evolve into one dominant technological logic. Why is it, then, that the only two global manufacturers of large commercial airplanes have developed diametrically opposed technological philosophies? Based on secondary historical sources, this article employs a theory of twoparty democracies from political science and the theory of sociotechnical frames to explain why Boeing pilots are allowed ultimate command of their aircraft whereas Airbus confers this authority to the flight computer. Ó 2009 Elsevier Ltd. All rights reserved. 1. Introduction For anyone who has ever flown on a large airplane owned by an airline based in an affluent country, the chances are almost exactly 50% that the plane will be made by Boeing Commercial Airplanes, and 50% that it will be made by Airbus S.A.S. At the same time, it is 100%...
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...How did the deregulation of air transportation in Europe foster entrepreneurial behavior and innovation in the European airline industry over the last twenty years? Case studies: SAS Airline & Ryanair Master Thesis in Entrepreneurship and Dynamic Business Contexts Spring 2007 Supervisor: Håkan Bohman Entrepreneurship Master Program Authors: Gilles Helterlin and Nuno Ramalho Acknowledgements We would like to express our gratitude to all who have contributed to the realization of this Master Thesis. A warm thank to our supervisor, Håkan Bohman from USBE (Umeå School of Business), for his guidance, his precious help and his advises during the last months. To Mr. Lundvall, from LFV (Luftfartsverket), Mr. Valinger from Scandinavian Airline and Mr. Wilsberg from SAS Braathens, Jessica Eriksson and Thomas Pettersson from USBE, thank you for your availability, willingness in answering our questions and for their so precious collaboration with interviews, comments and suggestions. Thank you also Sweden for the wonderful moments we have spent here. We will never forget your nature (your elks), your cold winter (-30°C), your long nights in winter and your short nights in late spring!! It has been a great experience and adventure up there in Northern Sweden!! We will miss you… Finally we would like to thank particularly the Studentexpedition for its kindness, without forgetting our family and friends (from Sweden, France, Portugal and Greece) for their everlasting daily support...
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...NANAK KHALSA COLLEGE OF ARTS, SCIENCE & COMMERCE APPLE INC. APPLE INC. formerly Apple Computer, Inc., is a multinational corporation that creates consumer electronics, computer software, and commercial servers Under the supervision of: Sameer Velankar Index Serial No. Particulars Page No. 1. Introduction 2. History 3 Management Board Steve Jobs 4. Apple Products 5. Apple’s comeback 6. Small Solutions & Alternatives 7. i Products 8. Acquisitions 9. SWOT Analysis 10. SWOT Analysis Conclusion & Recommendation 11. Strategic Management the Steve Jobs Way 12. PORTER’S Five Forces 13. Microsoft, Apple & Google 14. Fundamental Analysis 15. Financial History 16. Graph Analysis 17. Case Study: Apple’s lawsuit on Samsung, what happened? 18. The components of the lawsuit 19. Bibliography Apple Computer, Inc. The idea fell from a tree, literally. Steve Jobs had returned from visiting a commune like place in Oregon located in an apple or hard. Apple co-founder and jobs pals, Steve Wozniak ,picked him up from the airport. On the drive home, Jobs simply said “ I came up with a name for our company- Apple”. Wozniak said they could have tried to come up with more technical sounding names but their vision was to make computers approachable. Apple fits perfectly. INTRODUCTION APPLE INC.. , formerly Apple Computer, Inc., is a multinational corporation that...
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...This book has been optimized for viewing at a monitor setting of 1024 x 768 pixels. MADE TO STICK random house a new york MADE TO STICK Why Some Ideas Survive and Others Die • • • C H I P H E AT H & D A N H E AT H Copyright © 2007 by Chip Heath and Dan Heath All rights reserved. Published in the United States by Random House, an imprint of The Random House Publishing Group, a division of Random House, Inc., New York. Random House and colophon are registered trademarks of Random House, Inc. Library of Congress Cataloging-in-Publication Data Heath, Chip. Made to stick : why some ideas survive and others die / Chip Heath & Dan Heath p. cm. Includes index. eISBN: 978-1-58836-596-5 1. Social psychology. 2. Contagion (Social psychology). 3. Context effects (Psychology). I. Heath, Dan. II. Title. HM1033.H43 2007 302'.13—dc22 2006046467 www.atrandom.com Designed by Stephanie Huntwork v1.0 To Dad, for driving an old tan Chevette while putting us through college. To Mom, for making us breakfast every day for eighteen years. Each. C O N T E N T S INTRODUCTION WHAT STICKS? 3 Kidney heist. Movie popcorn. Sticky = understandable, memorable, and effective in changing thought or behavior. Halloween candy. Six principles: SUCCESs. The villain: Curse of Knowledge. It’s hard to be a tapper. Creativity starts with templates. CHAPTER 1 SIMPLE 25 Commander’s Intent. THE low-fare airline. Burying the lead and the inverted pyramid. It’s the...
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...Page no. | Acknowledgement | 04 | Executive summary | 05 | Introduction about Telecom Industry | 06 | History | 07 | Global Scenario | 08 | National Scenario | 09 | Demographic characteristic | 10 | Market size, Trends & Players | 11 | Telecom turn over/ Subscribers | 12 | Opportunities /Competitive landscape | 13 | Porters generic strategy | 14 | Progress /Acquiring Subscribers | 15 | Rural India | 15 | Government Initiatives / MVAS | 16 | VAS | 18 | Mobile VAS in Rural Market | 19 | Access Device /3G Handset | 20 | Key trends in Telecom Industry | 21 | Inhibitors | 22 | MNP Implementation Globally | 24 | Wimax Vs. 3G | 26 | Mobile virtual network operator | 27 | Regulation for MVN O / IPTV | 28 | Companies overview | 29 | 4P’s Analysis | 43 | Advertisement | 44 | Industry updates | 46 | Major challenges for Mergers | 49 | FDI Investment in Telecom sector | 50 | Outsourcing by Telecom company | 51 | Future Trends | 53 | 4G Technology | 56 | Conclusion/ References | 56 | This project work would never have been an achievable task, had we not been under the great shelter of guidance of respected Professor Mukta Rae. Her simplified teaching technique based on examples has helped us gain more understanding of the subject. The very essence of the project work is the linguistic precision which has an impact of conveying more details in least possible words. An ample use of various reference readings has been...
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