미국대학원_과제_건설사의 애널리틱스, 빅데이터 사업적용에 대한 연구 제안서_Columbia Univ_Research Proposal

research team devised a system, using mathematical modeling and heuristics, that optimizes the efficiency of cartoning process minimizes material, labor, and shipping costs. The company observed $2 million annual cost savings throughout its distribution center network. Sun Microsystems enhanced its sales forecasts by using Bayesian methods that combines its sales staffs judgmental priors and statistical analysis, and keeps improving itself with accumulating priors and actual sales data. The difference in profitability and operational efficiency between the companies at 3.0 and 1.0 is evident

research to optimize the amount of raw material use and to increase production. JHP did not incorporate an analytics department in its business and maintained outsourcing strategy up until now.The ProblemThe leadership of JHP realized a major change must be made in its manufacturing system. The new product line for the gas turbine engines requires new parts and materials, that the old manufacturing systems did not adopt, to be procured and used. Therefore, the company decided to upgrade its systems. Before fully establishing the new systems to all of its production facilities, JHP wants to

researcher-minded approach where searching for problems, asking the right questions, and understanding them are crucial. Plus, Yet, in terms of using simplicity and easiness for solving analytical problems, the teams culture too is similar to that of Google.Googles working environment would also fit well in research labs whose main goal is to find a breakthrough solution, for example a vaccine. In this case, focusing-on-the-user mind, and hiring talented people would be as effective as Googles experience. However, employment cost will skyrocket as researchers usually hold PhDs, making the

proposes the direction of the organization and recommendations to decision makers). Each of these units stores the data in its distinct ERP system and/or in Excel files. The typical use of analytics in these units are as follows.Project Management The project management team, or PM team in short, involves in overall components of a project: the management of schedule and the overall budget for the project (construction, labor, operation, miscellaneous costs, etc), serving as a communication channel between the company and a client, monitoring the progress of the project, and resolving any l

sometimes may deviate from their team while seeking their own interests too much. So when exactly should they be given directions and how much of autonomy should be given to them? Too many directions will irritate them, and too much of autonomy may cause deviation. Conducting business research can help an organization find answers. With business research strategy, a company is able to identify issues clearly, find out what it was not aware of, and conduct experiments to find the sweet spot where giving a direction and working independently can get along in harmony, and devise solutions.