Inferential Learning Theory Essay -- Education Knowledge Learning

Learning ABSTRACT The concept of learning may be regarded as any process through which a system utilizes knowledge to improve its performance. As we move into the age of digital information, the rapid and explosive growth of external, as well as, internal data and information that organizations are faced with is a problem that they are currently trying to overcome. The ability to collect and store this data is far ahead of the ability to analyze and learn from it. The concept of learning will be examined from the perspective of the inferential learning theory. This theory examines the mix of input knowledge, background knowledge, learning objectives or goals and an inference process to obtain 'new' or 'learned' knowledge. Various learning situations may dictate differing learning processes. The three that will be briefly highlighted in this paper are; learning by induction, through the use of decision rules or decision trees; learning by discovery; and learning by taking advice, explanation-based generalization. The concept of multi-strategy learning in order to handle more complex problems will also be examined. INTRODUCTION Research in the area of learning has been ongoing for several years, and it has over the years been traditionally characterized as an improvement in a system's behavior or knowledge due to its experience. "Experience" in this context is looking at the totality of information generated in the course of performing some action. The inferential theory of learning suggests a means of our understanding the learning process. Michalski 1 proposes that this theory assumes that learning is a goal-guided process of modifying the learner's knowledge by exploring the learner's experience. This process he... ...fman R. A. - "Data Mining and Knowledge Discovery" - A Review of issues and Multi- strategy Approach". Reports of the Machine Learning and Inference Laboratory, MCI 97-2, George Mason University, Fairfax, V.A. 1997. http://www.mli.gmu.edu/~kaufman/97-1.ps 6 Chun-Nan Hsu and Craig A. Knoblock - "Discovering Robust Knowledge from Dynamic Closed - World Data". http://www.isi.edu/sims/papers/95-robust.ps 7 Shavlik Jude W. - "Acquiring Recursive and Iterative Concepts with Explanation-Based Learning". Machine Learning Vol. 5,(1990). 8 Tecuci Gheorghe - "Plausible Justification Trees: A framework for Deep and Dynamic Integration of Learning Strategies", Machine Learning Vol. 11(1993). 9 Fayyad U., Piatetsky-Shapiro G., Smyth, Padhraic - "The KDD Process for Extracting Useful Knowledge from volumes of Data" - Communications of the ACM vol. 39, no. 11 (Nov. 1996).

1970 Jsu Shooting

Destiny Bowie Instructor C. Liegh McInnis English 105-11 September 29, 2012 Understanding the Causes of the 1970 Jackson College Shooting The 1970 Jackson College shooting occurred May 14, 1970. There were many different aspects that lead to the shooting. There was a lot of tension between the white motorist and the JSC students over Lynch Street. Another aspect that contributed to the Jackson College shooting was the development of JSC into a major institution with programs equal to that those offered at white institutions.The last aspect was that police over reaction or poor reaction to an event that had nothing to do with JSC. If society researched and discovered the real reasons behind the JSC shooting they’ll see how much of a big incident JSC has overcome as a whole. The tensions on the way Lynch Street ran right into the heart of the University was a very large aspect that led to the shooting. With Lynch Street being the only way to get from one city in Mississippi to a nother it caused great risks to the JSC students.The main people driving up and down Lynch Street were white motorist and it caused a lot of tension between them and the African American students that attended JSC due to the fact that they were at an all-time high of tension and activity in America. The African American students eventually got tired of being disrespected on their college campus by white motorist so they decided to take matters into their own hands and stood their ground for the street to be closed.If society understood how important it is to have a closed college campus and understand the risks of having an open campus we could prevent incidents like this from occurring again. When Dr. Peoples became the president of JSC his dream was to develop JSC into a urban and metropolitan university and he made steps to make it such. Dr. Peoples allowed the students of JSC to associate themselves with other students from different schools who took part in the civil rights act ivity.The board of education didn’t take this lightly, Dr. Peoples began to become a thorn in their side and that bothered them. Dr. Peoples didn’t allow the media to attend JSC meeting and this made the College Board feel as if Dr. Peoples wanted to run JSC on his own. If society understood and researched this information we’ll be able to benefit greatly because we’ll start realizing what a tight hold authorities tried to have not just on the students, but on the people who ran the school as well.As a whole society will possibly start becoming more involved with the things that take place in colleges. The police were called to an area about a mile from Jackson College on the night of May 14, 1970 to stop a disturbance between some local African American youth and city workers. After this event, rather than return to their stations, the police along with other law enforcement marched toward JSC where nothing was happening.This information indicates that t he police was trying to get a strong hold on the students who attended JSC and wanted to let them know they couldn’t be protected anywhere. If society learned what really happened before and during the Jackson State shooting, more people will try to do better and treat each other with more respect. The main reason people are getting killed is due to the fact we have no respect for one another. If more people treated one another would respect we possibly wouldn’t have so much violence as it is.Everybody is just trying to get the respect they â€Å"deserve† and their starting to feel as if violence and making a name for themselves is the only way to get respect. The Jackson College shooting must be studied as a major historical occurrence. Additionally, society could benefit greatly if more people learned more about what happened that night. More people will began to appreciate what today’s generation is not forced to endure by understanding what their ance stors were forced to endure for the current generation to be able to do what they are doing now.The appreciation and understanding of what put ancestors went through so we could fulfill our dreams and further our education would make our generation want to do better. It’ll make this generation want to further their education because we’ll start appreciating what they did and what they went through for us they didn’t do it for themselves they did it for the generations after them to be able to live freely.

Ethical egoism Essay

Ethical egoism is a doctrine under normative ethics which prescribes a moral agent to act in accordance to one’s own self-interest. It states that what one’s self-interest may in one way or another proves to have harmful, favorable or neutral effects on other people. One should also take note of the fact that ethical egoism is not synonymous to rational egoism or individualism. Rational egoism is a form of egoism who claims that it is rational to act in accordance to one’s self-interest. The difference could mostly be seen on the fact that rational egoism does not claim that egoism is ethically imperative. There are people who criticize ethical egoism on the basis that the latter does not take other’s well-beings into consideration. There are even claims that ethical egoism makes a moral agent abstain from taking the well-being of other people into consideration when determining when an action is morally right or not. One should not fall into this line of thinking since ethical egoism does not necessitates that a person abstain from taking other people’s well-being into consideration. As a matter of fact ethical egoism allows a person to take other’s interest into consideration as long as the action a moral agent does is an efficient means in terms of gratifying the self-interest of the moral agent. A great contrast could be seen with ethical egoism and altruism especially since altruism believes in the notion that each individual has a responsibility or obligation of helping others obtain their self-interests. There are three categories under ethical egoism namely, personal ethical egoism, individual ethical egoism and lastly, universal ethical egoism. Personal ethical egoism is the notion that only â€Å"I† should act in accordance to the motive of my own self-interest. However, personal ethical egoism did not state in accordance to what motive should other act to. It is on this basis (it does not generalize or emphasize what others would do) that personal ethical egoism is not considered as an ethical theory. Another factor why such a notion would not be universalizable or could not be considered an ethical theory is the fact that a person could not really suggest others to follow personal ethical egoism since it would go against one’s own self-interest. Individual ethical egoism on the other hand is prescriptive in that it necessitates others in accordance or in pursuance of my own self-interest. However, this belief is also problematic and thus like personal ethical egoism, this belief is also not universalizable. Thus in a way this belief is almost synonymous to solipsism in that the said notion is not justifiable since it does not apply to only one person. This notion is also inconsistent in that it is only applicable to just one person. The problem arises from the fact that no one would really want to serve the self-interest of only one individual. The third category under ethical egoism is universal ethical egoism. The universal ethical egoism is the least problematic of the three since it is a doctrine which pursues the belief that everyone should follow pursue only their own self-interests. However, a problem can still be relocated in this ethical egoism particularly that of the Socratic Paradox which claims that since all human beings have no knowledge of the world there is no way of my knowing what would really serve my own self-interest. Thus it is hard to determine what would really be one’s self-interest. For one what is pleasurable for me may go against my own self-interest such as smoking or drinking. Thus, in a way the last ethical doctrine is still problematic in its own way. Personally I do not advocate nor do I believe in the doctrine of ethical egoism. First and foremost an ethical theory does not have any room for inconsistency and for incompleteness. And in this regard I do not believe that ethical egoism is itself both complete and consistent. First and foremost I believe that the said theory is contradictory in that it contradicts itself in most part. What made me say so is the fact that it permits certain acts to be assessed as both right and wrong in the same time. Therefore, ethical egoism is inconsistent. To further elaborate my point I would make use of a hypothetical example. Say Dianne and Donna joined a beauty contest. According to ethical egoism it is only right and proper for Dianne to praise herself since it pursue her own self interest. On this basis we could say that Dianne’s action is morally right. However, it is not right or proper for Donna to praise Dianne since it would clearly go against the doctrine of ethical egoism since it does not promote Donna’s self-interest. In this regard we could say that praising Dianne is morally wrong for ethical egoism if it is to be done by Donna. Thus this proves to be inconsistent in that while it is right for Dianne to praise herself it is not right for Donna to praise Dianne which makes the act both morally right and wrong. However, one may argue that there is no inconsistency here since the act was done by different people. Thus I will move on to my next set of objections. Let’s say in the same beauty contest I happened to be a judge. Both Dianne and Donna have equal amount of beauty, talent and the like. Clearly whoever wins in the contest would be of no consequence for me since it would not serve my own interest in this regard who am I to choose between Dianne and Donna? Thus, in this instance one could clearly see that if a person has got to be impartial in the instance that a certain things would not serve one’s own self-interest then that particular person would be lost since ethical egoism only tells us to pursue our own interest without giving any advice on what we are supposed to do when a situation calls for our impartiality. Thus in this regard it would suffice for me to say that the theory of ethical egoism in itself is incomplete since when a conflict between the interests of two egoists comes into question, ethical egoism gives no advice on how to solve such problem. It is true that I am no big fan of ethical egoism, but to give ethical egoism justice I admit to the fact that ethical egoism does not necessarily mean that in acting in accordance to my own self-interest it necessitates that I cause harm to other’s self-interest. Another important factor in regards of ethical egoism is the fact that by being an egoist or by acting in my own self-interest I could in a way be also promoting the interest of other people. To further my point let us say that I am born a compassionate person and it always bring me happiness to help other people. In this regard by promoting my own self-interest or by helping others since it makes me happy, I am also helping other people in the process. Another factor is the fact that this world in a way is a give and take world. In order to pursue my own interest I must also take into account other’s interest. Say for example if I want to live a peaceful life I must see to it that I do not harm other people in the process. However, in spite of all the goods one may find in the idea of ethical egoism I still stand firm to my belief against ethical egoism. First and foremost I believe that ethical egoism is a doctrine which is not complete. Secondly, I believe that those people who adhere to ethical egoism do so in expense of restating what one means by self-interest to the point that when one says self-interest they also incorporate other’s interest into the word. Basically, this could clearly be seen on the example I have mentioned above about not harming other people or not putting their interests at stake to insure the safeness of my own self-interests. Another thing I need to point out is that the notion of self-interest is vague and if people go on pursuing their own self-interest then the world would surely be in chaos. Take the issue of slavery as an example. Let us say that it is in my own self-interest to own slaves and to work them to death with no pay whatsoever. By doing this there are those who would condemn my action and the others like me in order to make sure that slavery would no longer take place ever again. And since there are others like me who believes that slavery pursues our own self-interest then surely we would not give way to the abortion of slavery and thus this could lead to a war. Such is one of the troubles one may face if everyone adheres to the belief that the pursuance of one’s self-interest is the best form of ethical theory. There are also other ethical theories such as Kantianism, utilitarianism, Christian ethics and the like which are at odds with ethical egoism. The ethical theories I have mentioned earlier is in contrast with ethical egoism in that they believe that a moral agent is necessitated by the need to take other’s well-being into consideration in determining the moral worth of an action. Utilitarianism for one would see the need for major sacrifice if it means greater benefits for other people. However, believers of ethical egoism may argue that I could also do moral duties to other such as cooperating with other people in order to pursue my own self-interest. However, I say that such a thing would still not be sufficient to justify the position of ethical egoism since if others refuse to cooperate with egoists then there would be no longer any basis on why egoists would still cooperate with other people. His is the main difference between ethical egoism and other ethical theories. Ethical egoism is conditional in its own way whereas Kantianism, Utilitarianism and the like leaves no room for sets of conditions. Another factor I do not like about ethical egoism is the fact that it would always choose the thing which would benefit one’s self the most. Say for example I have to choose between helping those who are experiencing famine in Africa or helping our neighborhood conduct the most extravagant feast in the year then since helping my neighborhood would cause me fame and the like, ethical egoism would require me to choose that which would benefit me most and in this regard it would be helping the neighborhood. Thus this example would prove that ethical egoism ranks one’s interest more than the interest of the majority of people and in this way it is a little bit of on the selfish side even though I must admit that ethical egoism is not wrong in every cases there are still things within the boundary of ethical egoism which I could not bring myself to accept. If egoists makes sacrifice they are only short-term sacrifices. In this regard some egoists may claim that they could convert in other ethical principle if a situation calls for it especially if it would take the cooperation argument a little further. However such conversion would be dangerous. Take this hypothetical example into consideration. Let us say that the world is in big trouble and the only one who could save the world is a blind man. However, that man could not save the world without the sense of sight and the only one who could give him eyesight is me. In this regard it is dangerous for me as an egoist to convert because this conversion would necessitate me to offer my eyesight which would not be serving my personal-interests at all. This is basically some of the reasons why I could not really bring myself to accept ethical egoism. Thus, to summarize, ethical egoism is the belief that a moral agent must pursue his or her own moral interest. However the effect of one’s self-interests to other may vary from one incident to another. It could be detrimental to some people as well as it could be beneficial and neutral in its effect to some. Ethical egoism in itself is not complete since it does not provide a solution when interests of two egoists came into clash. It also does not give an advice on what a neutral bystander would do if he is asked to choose between the two egoists. Ethical egoism is also ineffective in achieving the common good since it always put one’s self interest before the interest for other and although cooperation theorist may believe that they could solve this particular problem of an egoists I believe that it is still not the case especially since the only way for egoists to do it is by conversion which could in most way complicate the matter more. It is on this basis that I do not adhere to the principles of ethical egoism and I guess it suffice for me to say that ethical egoism is lacking in many ways as compared to other ethical theories. Reference: Shaver, Robert. â€Å"Egoism. † Stanford Encyclopedia of Philosophy, 2002.

Business law Aldi Supermarkets Negligent - Free Sample

To prove the above issues, the analysis of the law of negligence is required. In Donoghue v Stevenson (1932), the law of negligence was analyzed for the first time wherein it was held by Lord Atkin that no harm must be caused to the consumer for the products supplied by the manufactures. So to prove negligence the basic requirements include: (RN Moles, 2016) Once proved, the defendant is negligent. But, if the defendant can prove that the damage which is caused to the plaintiff is not by the performance of the defendant alone but the plaintiff has also acted negligently and it is her negligence which has also resulted in the contribution of damage then the contributory defense can be availed. The liability of the defendant can be reduced proportionately Kalokerinos v Burnett  [1996]. It is submitted that the Aldi Supermarkets is negligent and must pensate Tamara. The negligence is established because of the following reasons: Thus, Aldi can be casted with the DUTY OF CARE that it must furnish against Tamara. So, all the above facts when applied to the case laws reveal that the Aldi Supermarkets is totally negligent in its actions because the duty of care is not furnish by its properly and which has resulted in causing loss to Tamara. But, Aldi Supermarkets cannot be held liable for all the losses and it has a defense of contributory negligence. Aldi can prove that though it has not catered its duty properly which has resulted in the loss of Tamara. But, the loss that is caused to Tamara is exaggerated by her actions as well. If Tamara would have not run very fast on the aisle of the supermarket in order to grab the chocolate knowing the fact that the market has frequent visitors and that some other customers is also approaching the chocolate section, then, the loss that is suffered by her can be reduced. Tamara has contributed because she ran very fast knowing the fact that it was a wet day and there are chances that she might get sip if she will run fast. Thus, Tamara has contributed to her own loss. So, Aldi can rely on the defense of contributory negligence. The Aldi has not provided adequate care to the market visitors and this breach of care has resulted in loss to Tamara. So, there is clear negligence on the part of Aldi. But, Aldi can prove that Tamara was also negligent in her actions and has contributed to her own loss by running fast on aisle on the wet day. Atkins et al. (2014) Ethics and Law for Australian Nurses. Cambridge University Press. Barnett K, (2014) Equitable pensation and remoteness: not so remote from the mon law after all’. P Latimer (2012) Australian Business law, CCH Australia Limited. R N Moles (2016) Law Reports, McAlister or Donoghue (Pauper) v. Stevenson (1932). Burnie Port Authority v General Jones [1994]. Naxakis v Western General Hospital (1999). Wyong Shire Council v Shirt  [1980].

Foundations of Finance and Investment Essay Example | Topics and Well Written Essays - 1500 words

Foundations of Finance and Investment - Essay Example The Repo rate is the short-term interest rate at which financial institutions such as banks and building societies can borrow money from the BOE for a two-week period. The MPC meets monthly to set the Repo rate as part of its monetary policy function to control inflation. Its decision on what this rate should be acts as a signal to the money markets of how much to pay savers and charge borrowers for the use of money. The Repo rate therefore acts as the baseline for the cost of money that can be loaned to customers, which can include other banks, in the form of mortgages and overdrafts (BOE, 2005). Many households and firms, however, borrow for longer time periods and prefer to fix borrowing costs in advance, either because this helps them plan their cash flows better or protects them from the future risk of rising interest rates. This is a gamble some lenders and borrowers take, since interest rates may also move the other way. Fixed long-term borrowing or interest rates are relevant to those who want fixed-rate mortgages for housing or to firms with long-term investment plans like expanding a factory that needs some years to pay off. Long-term interest rates ranging from one to ten years are calculated simply by taking an average of forecast short-term interest rates over the desired period. Short- and long-term interest rates are closely related, but differ on the basis of MPC decisions; the expectations of how the national economy will fare; the expected future inflation rates; and how likely the MPC will achieve its inflation targets (BOE, 2005). The direction of short-term rates is easy to determine because the figure depends on the latest interest rate decision of the MPC that can either raise or lower the Repo rate. Long-term rates, however, may go either way, determined by how the economy will perform many years from now. It can happen that whilst the MPC raises the Repo rate next month, ten-year rates may go down if the market thinks such a decision will cause rates to fall in the future. Future rates depend on how reliable the market finds the MPC (Barrell et al., 2006, p. 60). In deciding to keep the Repo rate at the same level in April 2006, the MPC considered several rigorously monitored variables such as U.K. inflation (down from 2.0% to 1.8%), money supply (M4, the sum of notes, coins, and so-called broad money consisting of what is held in bank and building society accounts, grew 12% in the year to February), economic growth (in line with first quarter trend rate at 0.6%), U.K. consumer spending and manufacturing (growing steadily), asset prices (rising prices of equities and houses), the sterling exchange rate (weakening or depreciating to the dollar and the Euro), risk of higher inflation (rising due to the increase in energy and oil prices), the economic performance of the U.S., the so-called Eurozone (EU countries that have the Euro as its common currency), and Japan (inflation, exchange rates, asset prices, etc.), wage pressures (rising average real product wage balanced by lower growth of average real consumption wage; the first refers to the re al cost incurred by employers whilst the second refers to the take home pay of employees), and consumer surveys on inflationary expectations (rising), a key emotional factor that influences personal decisions to either save or spend. Inflation - the rise in prices of a basket of goods and services in the whole economy - if

Global supply chain analysis of P&G in the UK Essay

Global supply chain analysis of P&G in the UK - Essay Example This has been one of the fundamental mantras behind the company’s endeavour to implement the model ‘consumer is boss.’ The most circulated brand manufactured by P&G includes Pampers, Gillette, Tide, Ariel, Pantene and Head and Shoulders (P&G, 2011a). P&G has enjoyed a considerable amount of success through its extensive reach all over the world. However, the one country that stands ahead in this race is the United Kingdom. P&G’s business expansion in the UK has proven to be one of the most profitable decisions made by the management. The company has successfully established a strong supply chain network in this part of the world which has made raw materials delivery, distribution and processing very convenient for the company (Fawcett, Jones and Fawcett, 2012). The effective supply chain management strategies employed by the management has made it possible for them to reach out to the customers easily. It is with regards to this fact that the researcher has attempted to conduct a thorough analysis of the supply chain network of P&G in the UK. The study will also include an in-depth explanation of the company’s endeavours to establish a green supply chain process that is aimed towards improving environmental conditi ons. P&G, UK’s supply chain has always been a very integral part of their business. The management responsible for handling operations in the UK always believes in keeping its supply chain networks absolutely shopper centric just like every other part of their business. Serving the needs of the customers has always been amongst the top priorities of the management and they have always emphasized on establishing end to end collaboration with their retail partners in order to achieve this objective (P&G, 2011a). P&G UK has been largely successful in transforming its supply chain network through the application of agent based model. Following the transformation

Should the Stakeholders Investing in the Companys Assets Research Paper

Should the Stakeholders Investing in the Companys Assets - Research Paper Example The research includes a literature review to make the topic understandable. Red Bull should keep on investing in the formula one Championship for next year. Currently, Red Bull is one of the top Formula One racing tracks around the world. The Formula One circuit sports reporters regularly announce the standings and winning cars of each Formula One racing event. The sports writers’ informed the general public about the painstaking and scrutinizing victory of the Red Bull Formula One racing team to all racing and other sports fans in Sweden, in all Formula One race track, television, radio, and newspaper sports news. Red Bull is a beverage company that is strategically located in Sweden. As of 2007 alone, Red Bull sells 3.5 billion cans and bottles of its Red Bull products because the average Red Bull customer is not price conscious (Grisen, 2010). The Red Bull beverage company’s continued investment of next year’s Formula One events is part of the necessary promot ional aspect of the company’s overall marketing strategy. Simon Vigar reiterated (2008) just like in the prior years, the red bull name on one of the formula one race cars speeding past other competing cars often brings cheers, sadness, fear, and awe to the audiences watching the games. The Red Bull Formula One car is seen by thousands of fans visiting many Formula One grand prix circuits located around the world. During the live telecast and the news reports of the Formula One races, the Red bull name is seen by thousands of race track fans. Because of the sport news reports, the Red bull name will have free advertising in all the televisions, radio stations, and newspapers around the world. Thus, the cost of investing in the formula one circuit can be easily recuperated through the free news items found in the sports sections of the news papers, radio and television media around the world (Abele 2008). Business Question What strategies for developing a fast food chain? Aim – to identify the perception of product brand among the current and prospective clients Objectives: – to pinpoint the product brand store image held by this consumer group 1.To examine if there are different perceptions of product brand among the diverse age groups among the customers. 2. To determine which type of store brand is popular among the consumers. 3. To determine the competitors’ products and services with the aim of increase client base. Literature Review The marketing environment focuses on several theories. According to Hilton (2007), the SWOT analysis theory states that the company uses both internal and external resources in its decision making tools. According to the Managerial Accounting Studies, the theory states that the company must gather enough of its strengths to outsmart the competitors in terms of client generation and revenue increase. The theory states that the company should resolve all its weaknesses in order to have a successful bu siness or person endeavor. The company exerts all efforts to profit from its opportunities (Kumar, 2003). In addition, the company musters all its resources to hurdle all threats that come in the way of the way of the company’s achieving its aims and objectives. The marketing theory focuses on the four strategies. The company should focus on selling quality products and services (Czinkota, 2007). Product. Bucholz (2006) theorized that the company must implement some marketing changes to increase the clients’ demand for its products. The company must add additional shoe styles. The new shoe styles are based on the latest market segment trends. The company must increase the production of its ladies’