...[BI-PROJECT REPORT] April 13, 2014 DATA MINING Analysis of Bike sharing dataset April 13, 2014 Group 007 MIS 6324 1 [BI-PROJECT REPORT] April 13, 2014 Project Report for Analysis of bike sharing dataset MIS-6324 Intro. to business intelligence software and techniques Prepared by Group Name Group007 Group Members Rohith Raj Abhay Joshi Sai Karan Jahnavi Papanaboina Under the guidance of Professor Kelly Slaughter, PhD Clinical Professor Information Systems University of Texas at Dallas MIS 6324 2 [BI-PROJECT REPORT] April 13, 2014 Table of Contents 1.Introduction to Data Mining ...................................................................................................................... 4 2. Background of the dataset ........................................................................................................................ 4 2.1 Description of dataset ......................................................................................................................... 5 3.Outline of Analysis ..................................................................................................................................... 6 4. The Methodology ...................................................................................................................................... 7 5. Pre-processing the dataset ...........................................................................................................
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...Management Information System (MIS) is the heart of any organization and this is true for MFIs as well. For e.g. MFIs may have capable and motivated staff, but if they lack systematized information, they will be unable to perform up to their potential. A sound MIS is the key to achieve sustainability as it helps in providing the right type of information in achieving sustainability. It helps in reducing default, optimal rotation of portfolio, establishing sustainable interest rates, improving operational efficiency, generating reports at various levels for various stakeholders and review the progress. (Box 1). Common Shortcomings observed in the Information Management Practices: 1.) The basis formats are not comprehensive of them could be combined. 2) The flow and logistic aspects of transfer of information from Society to Federation to HQs and vice versa is not very efficient. 3) The reports produced by the MIS are not in line with the best practices information required. 4) There is no accurate aging analysis of all loans including the past due loans. At best, the aging analysis is approximate and there is no proper asset classification backed up by provisioning. 5) Clients are not classified as good, delinquent and defaulting borrowers based on (international best practices) criteria. 6) Credit history of the borrowers is not available. 7) Clear repayment schedules for borrowers at various levels do not exist. 8) Concise monitoring reports, tailored to the monitoring needs...
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...Organization Proposal (POP) that can be implemented without adding additional resources to the MIS or IT divisions. It simply suggests the effective use of existing resources. However, as would be expected, the POP will only succeed if it receives support from 1) business MIS Management, 2) IT Management, 3) and their respective staff. The collaboration of all resources associated with a project is critical to its success. Clearly defining roles and accountabilities must be established prior to project initiation. Also included in this paper is a Project Leadership Plan guide. This guide will serve as a critical planning document, or checklist, that can be used to ensure that any project meets with success. If this guide cannot be completed, the project should not be initiated. 1 SAS Global Forum 2007 Planning, Development and Support INTRODUCTION In my 20+ years of experience using SAS and organizing projects, the success or failure of any project, no matter how small or large, generally resulted from how well a project was planned, organized and executed. This paper presents an easy to use Project Organization Proposal (POP) that can be implemented without adding additional resources to the MIS or IT divisions. It simply suggests the effective use of existing resources. However, as would be expected, the POP will only succeed if it receives support from 1) business MIS...
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...I DEVELOPMENT OF AN ACCOUNTING INFORMATION SYSTEM FOR INTERNATIONAL MARKET ENTRIES Taking the accounting information system of Milkiland Intermarket as a base of research PROJECT THESIS Faculty of Business Field of Study: International Business Cooperative State University Baden-Wuerttemberg Mannheim Handed in by: Vladyslava Zhurenkova Address: Plumstruk 3, 23617 Obernwohlde Course: WIB-bi 13BI Student ID-Number: 8658655 Academic Tutor: Prof. Dr. Thomas Schuster Supervising Tutor at Milkiland Volodymyr Gontar Intermarket: Corresponding Company: Milkiland Intermarket Kyiv, Ukraine, 10th September 2014 II CONFIDENTIALITY STATEMENT The Project thesis on hand “Development of an accounting information system for international market entries Taking the Accounting information system of the Milkiland Intermarket as a base of research” Contains internal resp. confidential data of Milkiland Intermarket. It is strictly forbidden, To distribute the content of this paper (including data, figures, tables, charts etc.) as a whole or in extracts, To make copies or transcripts of this paper or of parts of it, To display this paper or make it available in digital, electronic virtual form. Exceptional cases may be considered through permission granted in written form by the author and the Milkiland Intermarket. Kyiv, Ukraine, 10th September 2014 ___________________ Signature III ABSTRACT This paper is focused on...
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...communicating it to the people. Hence, a major portion of the overheads go into this kind of unproductive work in the organization. Every individual in an organization is continuously looking for some information which is needed to perform his/her task. Hence, the information is people-oriented and it varies with the nature of the people in the organizationwhich is outlined in this courses. Benefits: * Management Information Systems - Concept * Management Process * Information Concepts * Development of Plans of the MIS * Database and Enterprise Management Systems INTRODUCTION TO MANAGEMENT INFORMATION SYSTEMS Management Information Systems - Concept The concept of the MIS has evolved over a period of time comprising many different facets of the organizational functions. MIS is necessity of all the organizations. The initial concept of MIS was to process data from the organization and present it in the form of reports as regular intervals. The system was largely capable of handling the data from collection to processing. It was more impersonal, requiring each individual to pick and choose the processed data and use it for his requirements. This concept was further modified when a distinction was made between data and information. The information is a product of an analysis of data. This concept is similar to a raw material and the finished product. What is needed is information and not a mass of data. However, the data can be analyzed in a...
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...1 of 15 Assignm ent 2 Garment Industry Case Study MIS – Garment Industry Case Study 2 of 15 The Business Problem In common with the rest of the UK textile and garment industry, IGL faced problems of increasing competition from overseas suppliers, in particular relatively low-wage “Newly Industrialising Countries” like Hong Kong. In response to these competitive pressures, The Special Garment Group began searching for appropriate strategies to meet the challenge. In early 1983, they hired management consultants to study the future of their contract garments business. MIS – Garment Industry Case Study Organizational Structure CONGLOMERATE INTERNATIONAL GARMENTS LIMITED BOARD 3 of 15 PRODUCT GROUP 1 SPECIAL GARMENTS GROUP BOARD PRODUCT GROUP 3 CHIEF EXECUTIVE PROFIT CENTRE 1 PROFIT CENTRE n COMMERCIAL DIRECTOR FINANCE DIRECTOR DP MANAGER DP MANAGER MIS – Garment Industry Case Study 4 of 15 SADT Diagram Suppliers Retailers Business Objectives & Strategies Policies & Plans Investment Proposal Project Plan Concepts & Business Needs . Flexibility . Responsiveness Production Control MICS Development Project User Training Management Info Education & Training DP Staff (SDC & SGG) Hardware MICS Application Finance Technology MIS – Garment Industry Case Study 5 of 15 Investm ent Proposal 1. increase the proportion of high value-added merchandise 2. improve the speed of response...
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...office of this company is organized into two sections, Cost Accounting and Management Information Services (MIS). To Fran’s disappointment she was not welcomed at the company. Even worse she discovered that there was no vacancy for her in Cost accounting instead she had been assigned to management information systems (MIS). Peter Bruton is her new boss and Mike, Tom and Adrian are her colleagues. Her first assignment was the compilation of the monthly Management Report known as “Big Brother”. Fran found that her part was almost entirely One day the Chief Accountant called Fran to his office to tell her about an upcoming management workshop in Auckland on Performance Measurement. Rob suggested Fran to attend the workshop. Unfortunately her boss was away on two weeks leave at the time but Rob said he would talk with Peter. Fran enjoyed the workshop. She even wrote a detailed report on the workshop for the Chief Accountant. On her return to Hamilton however she found all was far from well. Fran’s boss Peter was furious on Fran for going to the workshop without any prior intimation to him. He also attacked her verbally. The Chief Accountant on listening to her complaint advised her for a transfer, as he did not feel there was much work for Fran with the MIS although he assured her of raising this issue at the company meeting. Fran was asked to submit a written report of the entire happenings. One afternoon Peter called on his staff to talk about the revision of “Big Brother”...
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...M-MIS Comptroller of the Currency Administrator of National Banks Management Information Systems Comptroller’s Handbook May 1995 Management M Management Information Systems Introduction Background Risks Associated with MIS Assessing Vulnerability to MIS Risk Achieving Sound MIS MIS Reviews Examination Objectives Examination Procedures Internal Control Questionnaire Purpose MIS Policies or Practices MIS Development User Training and Instructions Communication Audit Conclusion Verification Procedures Table of Contents 1 1 3 4 5 6 9 10 17 17 17 18 19 20 20 21 22 Comptroller's Handbook i Management Information Systems Management Information Systems Background Introduction A management information system (MIS) is a system or process that provides the information necessary to manage an organization effectively. MIS and the information it generates are generally considered essential components of prudent and reasonable business decisions. The importance of maintaining a consistent approach to the development, use, and review of MIS systems within the institution must be an ongoing concern of both bank management and OCC examiners. MIS should have a clearly defined framework of guidelines, policies or practices, standards, and procedures for the organization. These should be followed throughout the institution in the development, maintenance, and use of all MIS. MIS is viewed and used at many levels by management. It should be supportive of the...
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...ASHWINI SACHIN BACHHAV Mobile: 09922686848/ 09422293379 E-Mail: Ashwini.bachhav@birlasunlife.com [pic] In pursuit of opportunities in the field of Manager Sales Support Staff / Asst. Manager for Sales Support and MIS Manager. SUMMARY [pic] ← Associate from Insurance Institute of India with over 4 years of experience in managing the complete scope of Operations involving Customers Service, HR Initiatives, Admin, MIS Preparation, Internal Control, Liaison & Coordination and Team Supervision. ← Currently associated with Birla Sunlife Insurance Co. Ltd., Location: Nasik as Senior Branch Operation & Sales and Support + Group Leader in Sales Support Staff for Mumbai & Aurangabad Region.) ← Talent for proactively identifying & resolving problems, controlling costs, maximising productivity & delivering profit increases. ← Expertise in developing, recommending and implementing human resource strategies and policies in support of business objectives. ← Deft in overseeing change management and provision of business focus solutions in a fast moving environment. ← Possess a high degree of personal maturity and professional efficiency in addition to the basic functional knowledge inherent in the operation and HR function. ← KEY STRENGTHS ENTAIL: - The ability to build strong & enduring relationships - Strong communication skills - A strategic / business vision - Leadership qualities - Negotiating / influencing skills - Ability to balance strategic...
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...------------------------------------------------- Traditional Information Systems Transaction processing system (TPS) Transaction processing was one of the first business processes to be computerized, thereby producing a system known as the TPS. The TPS serves as a foundation for the other information systems that may be present in an organisation (discussed later.) TPSs perform routine operations or transactions; e.g. customer orders, purchase orders, receipts, etc. The amount of support for decision making that TPSs directly provide managers and workers is low. These systems require a large amount of input data and produce a large amount of output without requiring sophisticated or complex processing. The TPS may be based on the functional structure of the organisation and may comprise, for example, order entry, inventory control, payroll, accounts payable, accounts receivable, general ledger, etc. The input data are the basic business transactions mentioned earlier (e.g. customer orders, purchase orders, receipts, time cards, invoices, and payroll checks. The two basic types of TPSs based on the processing type are batch processing system whereby business transactions are kept over a period of time and prepared for processing as a single unit or batch. The essential characteristic of a batch processing system is that there is some time lag between the moment the transaction occurs and the time it is processed and the organisation’s record updated. Available computer technology...
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...Insurance Specialists (MIS) divided into two teams. The outsourced company has 100 employees called Billing Specialists who perform the initial billing work and data entries. The issue is mainly on the onsite center where the recent reshuffle of the team members and combining of MIS (15 members) and SIC (5 members) on each team headed by Dana and Alex as the managers. Jim is the senior director whom the managers report to. The case revolves around the situation where Jim wants to redesign the teams because the second team structure does not seem to be productive and efficient. Jim, thus, appoints Dave, an OD consultant over a meeting to discuss about the possible bottlenecks and solutions to enable them create a productive and efficient team. The problems that exist in the organization are internal problems which arise from conflicts between team members and teams, ego issues, insecurity, poor leadership and lack of mutual cooperation and interaction. Due to this, there is inefficiency in productivity causing delay in job completion and ultimately poor customer satisfaction. The delay is caused by the ego issues that the team members have with the senior team instead of trying to work together and complete them on time. Basing on the teams’ roles, the SIC team feels that since they have been there and done it all because of their tenure and experience in the organization as well as the various processes aligned to it. After being shuffled along with the MIS team members, they feel...
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...Abstract: The paper presents an attempt for analysis of the theory in the sphere of the Management Information System (MIS). The information needs of the various managerial levels are pointed out and the stages in the development of MIS are defined. The growing importance of the application of MIS in tailoring industry is shown. Key words: Information Technology (IT), Management Information System (MIS), tailoring industry INTRODUCTION We are living in a time of great change and working in an Information Age. Managers have to assimilate masses of data, convert that data into information, form conclusions about that information and make decisions leading to the achievement of business objectives. For an organization, information is as important resource as money, machinery and manpower. It is essential for the survival of the enterprise. Before the widespread use of computers, many organizations found difficulties in gathering, storing, organising and distributing large amounts of data and information. Developments in computer technology made possible for managers to select the information they require, in the form best suited for their needs and in time they want. This information must be current and in many cases is needed by many people at the same time. So it have to be accurate, concise, timely, complete, well presented and storable. Most firms nowadays depend on IT. But personal computers (PCs) themselves will not improve organizational productivity: this...
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...INTRODUCTION 1.1: Origin of the paper This report has been prepared to make a study on the “Management Information System of City Bank Ltd” as a part of the fulfillment of report, required for the completion of the course BUS304: Management Information System and Ecommerce of the Business Administration of University of Liberal Arts Bangladesh. The report was prepared under the supervision of Dominic S. S. V. Bennett, course instructor of Management Information System and Ecommerce, University of Liberal Arts Bangladesh. The report was prepared by a group, consisting the member, Sekh Shahnuma Sharmin ID: 112011009, Jenia Sultana Jenny ID: 112011014, Ummay Hani Tanija ID: 112011012 and Shahela Parvin ID: 112011017. The group is thankful to Mr. Dominic S. S. V. Bennett for giving the opportunity to be assigned on such type of topic. 1.2: Objective The main purpose of the report is to understand the Management Information System of City Bank Ltd. In broad sense the objectives to be covered under this report are: * To know about how MIS work in City Bank Ltd. * To know about how the Bank take decision with the help of MIS * To know about the security of the MIS * To make recommendations for improving the MIS n City Bank Ltd. 1.3: Scope of the paper The scope of this report was strictly confined to the official website &contact with particular employee of City Bank Ltd. To collect the information work has been done on the MIS and HR section of the Bank. The area...
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...New Zealand Diploma in Business Organisation and Management 530 Assignment 1 Semester Four 2011 Due date: 30 Sep 2011 ID numbers: 700884, 700770, 701101. Names: Hyangrim Song, Kwangwon Lee, Wooram Choi Lecture’s name: Jimmy. ‘A Report on Guinness Peat Group Plc’ Submitted in partial fulfilment of the requirement of the OM530 course Hyangrim Song Kwangwon Lee Wooram Choi 30/09/2011 Summary 1. Introduction……………….page 4. 2. Findings…………………...page 5 to 11. 3. Conclusion………………...page 12. 4. Recommendations ………..page 12. 5. Reference………………….page 13. The objectives of this report are to how much we understand that big company’s activities, analysis organisations, and accomplishment of the goals. This report examines Guinness Peat Group plc (GPG)’s activities such as planning for organisation, controlling, structure, and delegation etc. Guinness Peat Group (GPG) is an investment holding company that focuses on various sectors including financial services, textiles, food processing, motor vehicle distribution, building services, property development, and food and produce distribution. About half of its holdings are in Australia and New Zealand, with the rest in Asia, Europe, and the US. Portfolio companies include UK-based thread manufacturer Coats Holdings, New Zealand produce wholesaler Turners & Growers, and residential property developer CIC Australia. In the end of 2010, total number of employees was 23,386, revenue was $2,089...
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...Q E MIS Uarterly xecutive Key Issues for IT Executives 2012: Doing More with Less This is the seventh in a series of MISQE-published reports based on an annual SIM membership survey. With the enduring economic uncertainties prevailing, these U.S.based organizations are now focusing not only on leveraging IT to reduce business and IT expenses, but also to generate revenues from IT innovations. While IT budgets for hiring, and salary increases are on the rise, these increases are less than last year’s when organizations were more optimistic that the economic conundrum was ending. There is also greater attention to reducing IT budgets through IT infrastructure spending (especially Cloud) and sourcing (especially offshore). Jerry Luftman Global Institute for IT Management (U.S.) Barry Derksen Business & IT Trends Institute (The Netherlands), University of Amsterdam (The Netherlands) Since 1980, the Society for Information Management (SIM), in a joint effort with different research leaders, has conducted an annual survey of the key issues facing IT executives globally and in the United States in particular. One of the important strengths of this research is in its ability to identify important trends by comparing survey data from previous years. The 2012 SIM survey, conducted in the 2nd and 3rd quarter of 2012, once again focused on three important areas: Key IT Issues Included in the Survey 1. Management concerns This year’s participants were asked to provide their...
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