- The Complete Research Material is averagely 68 pages long and it is in Ms Word Format, it has 1-5 Chapters.
- Major Attributes are Abstract, All Chapters, Figures, Appendix, References.
- Study Level: BTech, BSc, BEng, BA, HND, ND or NCE.
- Full Access Fee: ₦6,000
Get the complete project »
ABSTRACT
Data mining is the extraction of hidden predictive information from large database which helps in predicting future trend and behavior thereby helping management make knowledge driven decisions. The data mining tool designed is to aid in quick access and retrieval of patients information to avoid time wasted in retrieving of such data from hospitals data warehouse. The data mining tool was also designed to discover hidden pattern that helps in decision making by management. Structured System Analysis and Design Methodology were used in the analysis of the existing system which also provided a guide for the design of the proposed system.
PHP programming language and my SQL was used in the creation of a data warehouse for patient‟s information and data mining tool for the retrieval of such information when needed.
11
CHAPTER ONE
INTRODUCTION
1.1 BACKGROUND OF STUDY
Data mining, is the extraction of hidden predictive information from large database, is a powerful new technology with great potential to help companies focus on the most important information in their data warehouses. Data mining tools predict future trends and behaviors, allowing businesses to make proactive, knowledge driven decisions. The automated, prospective analysis offered by data mining move beyond the analyses of past events provided by retrospective tools typical of decision support systems. Data mining tools can answer business questions that traditionally were too time consuming to resolve. The scour databases for hidden patterns, finding predictive information those experts may miss because it lies outside their expectations.
Most companies already collect and refine massive quantities of data. Data mining techniques can be implemented rapidly on existing software and hardware platforms to enhance the value of existing information resources, and can be integrated with new products and system as they are brought on-line. Which implemented on high performance client/server or parallel processing computers, data mining tools can analyze massive database to deliver answers to questions such as “Which client are most likely to respond to my next promotional mailing, and Why?”
Data mining techniques are result of a long process research and product development. This evolution began when business data was first stored on computers, continued with improvement in data access, and more recently,
12
generated technologies that allow users to navigate through their data in real time. Data mining takes this evolutionary process beyond retrospective data access and navigation to prospective and proactive information delivery.
Data mining is ready for application in the business community because it is supported by three technologies that are sufficiently mature: massive data collection, powerful multiprocessor computers and data mining algorithms. In this evolution from business data to business information, each new step has built upon the previous one. For example, dynamic data access is critical for drill-through in data navigation applications, and the ability to store large database is critical to data mining.
The file management is obsolete in developed countries like the United States where and in developing countries like Nigeria the file system is still processed manually in most medical centers; this is as a result of low standard of technology. It was clear that computer is everywhere in Nigeria. These computers are for money making and as a result of this, our hospitals lack computerized services, but with the help of data mining we can also computerize our hospitals.
1.2 STATEMENT OF THE PROBLEM
The problem of data mining has become very crucial in areas of privacy of data. Specifically regarding the source of the data analyzed for certain purpose. My research in Owerri General Hospital here reveals that patients visit the hospital and they waste a lot of time. The patients waits for the nurses or the attendants to get their data and there are volumes of files to search through before the patients files is finally retrieved or the patients might forget his/her card when visit the hospital. It there means that the patient‟s data cannot be found due to the fact that the Nurse
13
does not know the patients number. In this case it is either that the patients is denied treatment by the Doctor or the Nurses will check through the volumes of files in order to retrieved his/her data, this is time consuming problem. There is a problem of misplacing of patients data, the non-availability of relevant forms like x-ray/laboratory forms and chats (pressure chats temperature) and requirement of more workers to carry the folders into the consulting rooms as an evident.
Moreover, there are mistakes in entering patient‟s records. Two patients might be given the same number and there could be wrong spelling and loss of important information. There is also lack of space for storing all the files and also due to carelessness on the part of staff.
Furthermore, volume of work for the hospital staff is much; this is because the ratio of patients to staff of Owerri General Hospital is so much. So staffs are over worked and they hurry through their duty, hence they carry out such duties lousily which makes the Doctors unfriendly to their patients.
1.3 OBJECTIVE OF STUDY
Objectives of this research work are to:
Create a data warehouse for storage of patient‟s information thereby eliminating manual file storage of patient‟s records.
Design a good data mining tool that will help in easy retrieval of patient information thereby reducing time wastage and improve service delivery. The data mining tool will be able to discover hidden pattern in large volume of data which will help in good decision making.
14
1.4 SIGNIFICANCE OF STUDY
This research will cover the creation of good database system for the management of patient‟s records in Owerri general hospital and also provide efficient data mining tool for easy retrieval of data and discovery of hidden patterns in large volume of data.
1.5 SCOPE OF STUDY
This research work will be carried out on data mining for medical record system of Owerri General Hospital. The work reported in this research could be viewed as a step towards enhancing databases with functionalities.
1.6 LIMITATION OF STUDY
Data mining record is limited in that; some manual operation will still be needed to carry out the operation effectively. There was some constraints encountered during collection of data, poor data collection becomes apparent due to interviewing of hospital representatives like the consultants. Nurses, Doctors, Hospital attendants who were reluctant to disclose important information and statistical data which otherwise would have been relevant to this research, due to hospital secret which breeds some indifferent attitudes towards that.
It takes a long time and large commitment of resources to get a good result, unavailability of text and materials on this topic, made gathering of facts very difficult, some of the facts were gathered from the internet, which is quite expensive.
15
1.7 DEFINITION OF TERMS
Data Mining: Can be defined as “The nontrivial extraction of implicit, previouslyunknown, and potentially useful information from data, and “The science of extracting useful information from large data set or databases”.
It involves sorting through large amounts of data and picking out relevant information.
Information Retrieval: The act of locating quantities of data stored in a Databaseand producing useful information from the data.
Information Processing: A method of organizing, processing and extractinginformation to be easily stored, retrieved, searched and updated.
Record: It is a unit of data representing a particular transaction or a basic elementof a file consisting in turn a number of interrelated data elements.
Hospital: A hospital is an institution of medical treatment of the sick and injuredpeople.
Model: Is a pattern or mathematical/symbolic representation of real life
System and or abstract system behaviors.
Artificial Intelligence: It is a branch of computer science that is dedicated to thestudy of the ways in which computers can be used to emulate or duplicate most human function.
16
Knowledge Base: Is an organized collection of declarative and proceduralrelationships that represents expertise in a focused area
You either get what you want or your money back. T&C Apply
You can find more project topics easily, just search
-
SIMILAR COMPUTER SCIENCE FINAL YEAR PROJECT RESEARCH TOPICS
-
1. COMPUTERIZED TRANSCRIPT MANAGEMENT SYSTEM A CASE STUDY OF CARITAS UNIVERSITY
» CHAPTER ONE 1.0 INTRODUCTION There were three fundamentally distinct education systems in Nigeria in 1990. The indigenous system, Quranic Schools and ...<a href="https://codemint.net/computer-science/computerized-transcript-management-system-a-case-study-of-caritas-university/index.html">Continue Reading »</a>Item Type & Format: Project Material - Ms Word | 58 pages | Instant Download | Chapter 1-5 | COMPUTER SCIENCE DEPARTMENT
-
2. POLITICAL PARTIES CANDIDATE NOMINATION PARADIGM USING INTERVAL TYPE 2 FUZZY LOGIC AND FLOWER POLLINATION ALGORITHM
» CHAPTER ONE GENERAL INTRODUCTION 1.0 Introduction 1.1. Background of Study No global political trend has been more far reaching and profound like the ...<a href="https://codemint.net/computer-science/political-parties-candidate-nomination-paradigm-using-interval-type-2-fuzzy-logic-and-flower-pollination-algorithm/index.html">Continue Reading »</a>Item Type & Format: Project Material - Ms Word | 52 pages | Instant Download | Chapter 1-5 | COMPUTER SCIENCE DEPARTMENT
-
3. COMPUTER CLOUD SECURITY SYSTEM
» CHAPTER ONE 1.0 Introduction The importance of Cloud Computing is increasing and it is receiving a growing attention in the scientific and industrial ...<a href="https://codemint.net/computer-science/computer-cloud-security-system/index.html">Continue Reading »</a>Item Type & Format: Project Material - Ms Word | 65 pages | Instant Download | Chapter 1-5 | COMPUTER SCIENCE DEPARTMENT
-
4. INTEGRATED WEB-BASED MANAGEMENT APPLICATION FOR SMALL BUSINESS ENTERPRISE (SME)
» TABLE OF CONTENT Cover page Title page Approval page Dedication Abstract Acknowledgment Table of content CHAPTER ONE 1.0 Introduction 1.1 Background o...<a href="https://codemint.net/computer-science/integrated-web-based-management-application-for-small-business-enterprise-sme/index.html">Continue Reading »</a>Item Type & Format: Project Material - Ms Word | 55 pages | Instant Download | Chapter 1-5 | COMPUTER SCIENCE DEPARTMENT
-
5. DESIGN AND IMPLEMENTATION OF THE PAY-AS-YOU-GO-CALL BILLING SYSTEM (A CASE STUDY OF NIGERIA TELECOMMUNICATION LIMITED ENUGU)
» ABSTRACT It is obvious that the trend in techniques today has gone beyond the ordinary to extraordinary expect are working unrelenting to postulate ne...<a href="https://codemint.net/computer-science/design-and-implementation-of-the-pay-as-you-go-call-billing-system-a-case-study-of-nigeria-telecommunication-limited-enugu/index.html">Continue Reading »</a>Item Type & Format: Project Material - Ms Word | 63 pages | Instant Download | Chapter 1-5 | COMPUTER SCIENCE DEPARTMENT
-
6. Design and implementation of online student clearance system
» ABSTRACT Computer Software Based online clearance system is an internet base research work that will help build an effective information management fo...<a href="https://codemint.net/computer-science/design-and-implementation-of-online-student-clearance-system/index.html">Continue Reading »</a>Item Type & Format: Project Material - Ms Word | 54 pages | Instant Download | Chapter 1-5 | COMPUTER SCIENCE DEPARTMENT
-
7. DESIGN AND IMPLEMENTATION OF GEOSPATIAL INFORMATION SYSTEM
» CHAPTER ONE 1.1 INTRODUCTION A Geographical Information System (GIS) is a system of hardware, software and procedures to facilitate the management, ma...<a href="https://codemint.net/computer-science/design-and-implementation-of-geospatial-information-system/index.html">Continue Reading »</a>Item Type & Format: Project Material - Ms Word | 64 pages | Instant Download | Chapter 1-5 | COMPUTER SCIENCE DEPARTMENT
-
8. DESIGN AND IMPLEMENTATION OF A COMPUTERISED INFORMATION SYSTEM FOR A SMALL BUSINESS ENTERPRISE (CASE STUDY OF TEXACO FILLING STATION)
» CHAPTER ONE 1.0 INTRODUCTION The traditional management as well as organizational behaviour and operation research theories agrees that the organizati...<a href="https://codemint.net/computer-science/design-and-implementation-of-a-computerised-information-system-for-a-small-business-enterprise-case-study-of-texaco-filling-station/index.html">Continue Reading »</a>Item Type & Format: Project Material - Ms Word | 48 pages | Instant Download | Chapter 1-5 | COMPUTER SCIENCE DEPARTMENT
-
9. DESIGN AND IMPLEMENTATION OF A COMPUTERIZED OUT-PATIENT INFORMATION SYSTEM FOR A CLINIC (A CASE STUDY OF HANSA CLINIC ENUGU)
» CHAPTER ONE 1.1. INTRODUCTION A clinic is an institution with an organized medical and nursing staff, provide a range of medical service, like surgery...<a href="https://codemint.net/computer-science/design-and-implementation-of-a-computerized-out-patient-information-system-for-a-clinic-a-case-study-of-hansa-clinic-enugu/index.html">Continue Reading »</a>Item Type & Format: Project Material - Ms Word | 42 pages | Instant Download | Chapter 1-5 | COMPUTER SCIENCE DEPARTMENT
-
10. DEVELOPMENT OF AN INTELLIGENT WEB-BASED HEALTH CARE MANAGEMENT EVALUATION SYSTEM
» CHAPTER ONEINTRODUCTION1.0 IntroductionAlmost everyone would say that they want high quality health care and most people have an intuitive sense of wh...<a href="https://codemint.net/computer-science/development-of-an-intelligent-web-based-health-care-management-evaluation-system/index.html">Continue Reading »</a>Item Type & Format: Project Material - Ms Word | 50 pages | Instant Download | Chapter 1-5 | COMPUTER SCIENCE DEPARTMENT