A Brief Note On Data Mining And Machine Learning

Data mining has popular technology for extracting interesting information for multimedia data sets, such as audio, video, images, graphics, speech, text and combination of several types of data set. Multimedia data are unstructured data or semi-structured data. These data are stored in multimedia database, multimedia mining which is used to find information from large multimedia database system, using multimedia techniques and powerful tools. The current approaches and techniques are explained for mining multimedia data. This paper analyzes about the use of essential characteristics of multimedia data mining, retrieving information is one of the goals of data mining and different issues have been discussed.

overall cost of a higher education. The lack of resources of providing students in these situations

economy. The point of this article is to bring awareness to the rising numbers of student

Market segmentation is a marketing concept, and it is based on the customer needs and wants. The objectives of the concept is to let customer satisfy with what they wants and to understand of customer preferences and produce the product and service. Customer satisfaction is an important factor for the restaurant because it is how they going to survive in the restaurant industry. Basically to understanding of the social, economic and, to a limited extent, psychological location of the consumer (Salim, A, T., Rahmat, H., Karuthan, C., & Mukesh, K. 2012). The objectives are to let the satisfaction level become higher which based on effectively and efficiently. To identify the market is by a variety of technique and methods, there is market segmentation and target segmentation. To identify the target market need is also part of the development to create satisfaction for the customer. Market

What cannot be defended is the claim that tuition has risen because publicfunding for higher education has been cut.not increased since the tail end of the baby boom, the percentage of the population enrolled in college has risen significantly, especially in the last 20 years. In this article the author mention some opportunity cost, total cost of ownership, sensitivity analysis, viewpoint, activity-based costing, efficiency, technicalefficiency, allocative efficiency, price and transaction costs.

An important form of privatisation of higher education of public system of higher education is financial in nature- public institutions are being subject to financial privatisation, through the mobilization of finances from the students and non-governmental sources. Student fees is of different types have been on the rise in most public institutions , with several items that used to be provided free of cost- or for nominal fee- being charged heavily. Items in this category include application fees, examination fees, and fees for mark statements. This is the one of the method of cost recovery system in higher education

According to College Board, the US public four years universities have average increases from $4399 to $9410. It is comparison between 1995 and 2015. It shows that the tuition fees had increase in 100%. Nowadays, we can find a lot of living costs are increasing which indirectly led to the inevitable increase in tuition fees. However, the growth of education tuition fees is much faster than the growth of our living costs. The increasing of the tuition fees is denying the rights for students to learn. In the United States， most of the students are having pressure in affording the tuition fees in higher education. They are only young adults with less money saving, the expensive tuition fees become the biggest obstacle to change the student’s fate.

Young adults have attended university since its first establishment. Individuals with any kind of economic background can go to college. Over the recent years, university became costly. The expense of college even exceeds regular salary. In fact, students who save up for college can take a very long time. One can blame “evil” colleges for trying to “milk” students of their grants. While other declare, colleges can use the left over money and can give it back to students. Clearly, there can be many reasons and results. However, the left over tuition can be used to hire effective staff. Therefore, the continuing rise of college tuition than salary can lead to hiring more professors. By keeping this in mind, there could be other

The increase in the amount of funds to different minimized communities on college campus and additional project as led there being an increase in tuition cost to students. Every year the students and parents fear what has become the expected yearly tuition increase at public and private university across the United Sates (Lark, 2012). Through there is more access to higher education because college and universities are actively recruiting students from all walks of life. The access has increased however the cost has increase which means students and parents are not able to afford the cost of higher education. States are now trying to control those tuition hikes with new laws and policies. It is essential college and universities have access to education nonetheless it is excepted colleges and universities utilized as a tools they have to make sure the tuition cost is

Nowadays people believe that going to college is very essential and must to everyone, and if a person decides not to go people will judge him. People support for higher education is very huge. Students spend money and take loans to go to college. Billions of dollars were provided indirectly through student financial assistance in the form of scholarships, grants, loans, and tax deductions. According to “FINANCE, HIGHER EDUCATION” article “In fiscal year 1996, federal, state, and local governments gave well in excess of $75 billion to degree-granting institutions of higher education (calculated from data generated by the National Center for Education Statistics). In “new course” article Kay addresses the problems with the U.S. higher education

As years go by, the higher education organizations dynamic was changing. With the goal of finding revenue sources and keeping expenses down, organizational leaders were having to evaluate their budgets and distinguish where revenue sources came from and where the expenses went. The purpose of this paper was to evaluate the rising costs in higher education by including factors identified by the HEPI, identify trends in current funding and expenditure patterns, and identify the implications of the trends for higher education.

The segmentation has been done on the basis of buying behavior of the customers. Knowledge of segment buying behavior can help redirect marketing resources for profit gain.

Higher education from United States is the best in the world, since it has a good quality. Tulip said, “United States colleges and universities offer more choice, their graduates receive greater wage premiums, and they attract more than twice as many foreign students as any other country.” Actually, people can see a large difference in wages between people who go to colleges and people who do not go to colleges. People still go to colleges even if many students need to finance their education. Within a good quality in higher education, then more and more international students are studying in the United States. In order to maintain education quality, finance system is significant. It shows how to balance equity and equality in education.

Studying about customer segmentation and creating a customer ranking plan has attracted more attention in recent years. In this regard, this project tries on providing a methodology for customer segmentation depending on their value driver parameters which will be extracted from transaction data. The objectives of this project is to identify the High Value Customer Profile, using data mining techniques such as classification and clustering approaches. In the first phase, the data will be cleaned and patterns will be developed. In the second phase, the data will be profiled and clustered to identify High Value Customer Profile.

In order to gain control over the allocation of resources throughout the university and also to balance the monies being distributed amongst the revenue centres a system of participation/subvention was used by the university administrators. These participations were mere equal contributions (20% of the total tuition fees, sales and service income, and indirect cost recoveries) from all revenue centres and were redistributed back to them as block grants called subventions and these participations were portrayed as negative and subventions as positive indirect income. These features in fact enabled university administrators to focus on university priorities and goals. In allocating subventions their main focus was firstly on differentials in the costs of educating students in different fields and secondly, the revenue centres’ cost/quality ratios.