Essay on Haimons Covert Scheme - 1021 Words

nbsp;nbsp;nbsp;nbsp;nbsp;Haimon has a certain tendency to be overlooked in Sophocles’ Antigone. At first he appears to be a minor character, an accessory to the overt conflict occurring between Kreon and Antigone. We see Haimon supporting his father, but soon thereafter in conflict with him. Haimon expresses disregard for the life of his cold bride to be, yet is defined as being driven by lust. Several questions come up: who does Haimon really support, what drives his actions, and what is his ultimate intent? Unraveling these issues is a tricky task, but what we find is Haimon is far more than an accessory. nbsp;nbsp;nbsp;nbsp;nbsp;Haimon is introduced in third-person, making his character easily overlooked and marginalized†¦show more content†¦nbsp;nbsp;nbsp;nbsp;nbsp;Soon thereafter the pace of conversation heats up; attacks are short, blatant, and poignant. Haimon clears the air, saying â€Å"in justice I san see that you are wrong† (743). The most revealing statement is â€Å"[Kreon] There is no way that you will marry her alive! [Haimon] Then she will die, in death destroying someone else!† (750). The third choral ode follows implying that Eros, the god of passionate desire, rules Haimon. This is commonly interpreted as passion for Antigone, but that makes little sense. Until this point, no affection has been expressed between Haimon and Antigone, just as this does not appear to be affection. Before being led to her death, Antigone says â€Å"No wedding hymn is my lot; no marriage song sung for me† (814). Its important to realize that Antigone doesnâ⠂¬â„¢t express regret that she will not be married to Haimon, or the breaking of their betrothal, just that she will never be married in general. As Kreon stated and Haimon probably also knew, â€Å"there are other plots of land for [Haimon] to plow† (569). Antigone doesn’t express loss specific to Haimon, and Haimon likely recognizes Antigone as a commodity. Given this information, is it a sound conclusion that Haimon’s passion is for Antigone, or that something else drives him? nbsp;nbsp;nbsp;nbsp;nbsp;The chorus is right, Eros drives Haimon, but where is that

How Does Read Literature Like A Professor - 1557 Words

How to Read Literature like a Professor Thomas C. Foster Entry 1 Foster discusses the idea that when two characters eat together, that moment acts as a bonding experience and causes the characters to come together. I had never noticed the significance of a meal between characters before. After reading this chapter, I can think of so many moments in stories when the characters share a meal together to form friendships or come to a peace. In one of my favorite novels, Nineteen Minutes by Jodi Picoult, Picoult writes that â€Å"Emma Alexis- who was one of the cool, beautiful girls†¦she rolled her wheelchair right beside Justin. She’d asked him if she could have half of his donut† (367). Splitting the donut between one of the popular girls and one of the quieter, nerdier boys was a representation of the deformation of the high school social classes. After reading this chapter, I could recall the significance of meals together in so many novels and movies but I never noticed this pattern before. Entry 2 Chapter 4 begins the argument that no piece of literature is completely original. Chapter 5 discusses that many story ideas originated from Shakespeare and Chapter 6 discusses that many other ideas came from the Bible. Telling stories has been around for so long. Stories existed before they were even written on paper, told orally or expressed in drawing. I can understand that many stories are not wholly original because people are always gaining inspiration from others and building offShow MoreRelatedHow Does Read Literature Like A Professor1814 Words   |  8 PagesHow To Read Literature Like a Professor By Thomas C. Foster 1. Chapter 1- Every Trip Is A Quest (Except When It’s Not) a. The five aspects of the quest are the quester, a place to go, a stated reason to go there, challenges and trials on the way, and the real reason to go there. When I read The Secret Life Of the Bees the quester was Lily, she was looking to go to Tiburon to find out more information about her mother and the past. On her journey she runs away from her father, falls in love, andRead MoreHow Does Read Literature Like A Professor Chapter Responses1720 Words   |  7 PagesHow to Read Literature Like a Professor Chapter Responses Introduction: How’d He Do That? The recognition of patterns makes it much easier to read complicated literature because recognizing patterns will help you relate two or more pieces of literature together, therefore making it easier to understand and analyze the literature you are focused on. Patterns in literature can help the reader understand plots, settings, themes, and other literary elements. 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Foster is a very helpful book that goes over multiple literary strategies on how to read literature like a professor or someone with his literary skill. . With all of these literary strategies, symbolism is one that recurs frequently the throughout the entire book. Foster’s use of different techniques of symbolismRead MoreGrapes of Wrath Essay1158 Words   |  5 PagesThroughout John Steinbeck’s novel The Grapes of Wrath, many concepts appear that were noted in How to Read Literature Like a Professor by Thomas C. Foster. However, the three chapters of Foster’s how-to guide that most apply to Steinbeck’s novel were â€Å"It’s All About Sex†¦,† â€Å"Every Trip is a Quest (Except When It’s Not),† and â€Å"It’s More Than Just Rain or Snow.† On more than one occasion these concepts are hidden within the book, and two of them actually seem somewhat linked together. After readingRead MoreApplying Concepts from How To Read Literature Like a Professor to Catching Fire by Suzanne Collins676 Words   |  3 Pages The book How To Read Literature Like a Professor explains how to make connections to other pieces of literature and make them easier to comprehend. Thomas C. Foster decided to write the book in a second person perspective because he wanted to make it feel like he was talking to his reader instead of just speaking to an audience. Thomas Foster wrote this book because he wanted people to realize how most stories have a lot of references in them and many stories can be traced back to famous piecesRead MoreGraphic Novels : Literature? Yes, But Not All Them Can Be Classified As Literature995 Words   |  4 Pagesgraphic novels literature? Yes, but not all them can be classified as literature. Some people think that graphic novels are literature, while others disagree. A few teachers even prefer to use graphic no vels as their main source. On the other hand, other teachers consider graphic novels as lacking knowledge. Thus, the answer to this question varies from person to person depending on how they see things. Not all graphic novels are literature, but they can be. What is literature? Literature is the wayRead More21st Century Spin On Literature1463 Words   |  6 Pages21st Century Spin on Literature In today’s 21st century of life, there are millions and millions of books, short stories, and poems. Authors have been scripting out different tales since before the 1st century. Therefore giving one plenty of options when it comes to not only reading, but analyzing, evaluating, and even interpreting the literature standpoint that you receive from picking up a good book. The three themes from the book How to Read Literature Like a Professor, written by Thomas C. FosterRead MoreHow To Read Literature Like A Professor by Thomas C. 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The story speaks of a woman who felt freed from the burden of marriage when she thought her husband died

Shifting Cultivation and Environmental Change

Question: Discuss about the Shifting Cultivation and Environmental Change. Answer: Introduction: The increasing price of gas and oil and their rolling requirement in the Asia pacific region, and the rapid depletion of the reserve in the other OECD countries had made both the producing and consuming nations sensitive to the developments, which could challenge their place in the global scenario of energy (Zhao, Dahl, Luo 2015). According to few studies and researches, around 40 percent of oil and gas of world will be generated offshore by 2015. One of the OECD countries has recently discovered a large oil and natural gas reserve in a remote frontier territory. According to Esfahani, Mohaddes, Pesaran (2014) most of the OECD countries have always been dependant for their almost 50% of consumer an industrial needs on the local production system. The rest 50% has always been imported from other OECD countries or the Middle East countries, which had cost them a fortune considering the traditionally high bill of import. However, the recent discovery of the large oil and gas reserve h as given the government and the planner developers of the country a little relief. The discovery of gas and oil reserve can be profitable for the country in many ways, the lowering of the expense of the import of oil and gas being the first and the primary one. Also, the developments might have the potential to affect the global scenario of energy consumption, especially in the investment and the distribution of the technology and the gas and oil delivery resources in the global market (Mitchell Mitchell 2014). The Government has been deciding a few policies on the new found development in the country, since there might be a dual impact of it in the national scenario and global as well. The way the reduction of the import bill can get decreased because of the oil and gas reserve, an extra income from overseas can be cost effective through exportation of refined petrochemical and petroleum goods. However, that is a long way from now considering the coming problems. Although various sources have forecasted the potential benefits of the new found opportunity, the imp lementation of the pipeline for the shipment of crude to the refineries has concerned the authorities (Miller Sorrell 2014). It is approximately a 2000km pipeline, which will pass through largely unoccupied places, but it also runs through some heritage sites, places for worshiping and pilgrimage and some ancient habitats of native indigenous population of the country. However, their population is decreasing in high rates for past few decades, but there are some thousands of people, who still visit their heritage sites and holy places for festivals and other ceremonies. The Government has came up with a solution to this problem after months of discussion and conciliatory meetings, that they will relocate the sites and the few left accommodation in a new place or in a new city. In recent times, the indigenous people had an alarming number of decreases in their population because of several reasons like malnutrition, high infant mortality rates, and other hygiene issues (Cashin et al., 2014). Shifting to a new place can have a positive effect on that as well. The city life can offer proper education to their children and medical help to the older population. However, the social activist and the intellectual circle are absolutely against the relocation of indigenous people. Although the Government have to proceed with some steps to solve the issue and the relocation can be the best option for the up-gradation of native people. In that way both the parties can be benefitted and there will be new horizons of development in the country. The Age of Reason The recent discovery of the large reserve of gas and oil in the remote frontier territory of the country has brought many issues upfront. According to the developers and planner authority of the country, the discovery has brought a fortune for the further development, the native indigenous people might be suffering for it and they might have to relocate as the growth and enlargement as the development of the country cannot be hampered at any cost. The country has always been dependent for almost 50% of its petrochemical products on the other OECD countries and the Middle East (Cairns, 2015), therefore the recently found oil and gas reserve can be highly profitable for them, but at the same time the native people have to lose their century old heritage and pilgrimage at the cost of the development of the country (Cochran et al., 2013). After several discussion sessions with the major oil corporations regarding the essential future movements for the oil and gas reserve, the Government has planned to ship the rudimentary elements to the refineries with a billion dollar oil pipeline, which is almost 2000 km long (Gibson et al., 2015). However, most of the territory the pipeline is traversing is vacant and unoccupied and there are mostly forests, plains and deserts, but the route also runs through few historic sites, places for worshiping their ancient Gods, pilgrimage and age old settlements. The population of the native people has already decreased alarmingly in past because of several issues such as, malnutrition, high infant mortality, short life expectancy, hygiene issues. There are only few thousand of native people left in the country, because of those reasons. While the Government need to implement policies for the betterment of the indigenous population, they are destroying their ancient pilgrimages. However G overnment, along with the CEOs of leading oil corporations of the country have provided a solution to the problem, saying that they will relocate the religious and cultural sites with the housing accommodations to a new city. As the modern life has a lot to offer to native people, such as medical help, educational opportunities, many think that, this can be the best way out for them. However, several studies throughout the world have proved that more than 370 million native communities have moved into different cities and have always been treated like minorities (Kovach, 2015). The Government might provide them a roof on their head and other basic needs in a new city, but they cannot give them the respect they deserve in the eye of other people. Apart from these issues, their heritage and age old religious places are now at risk of being destroyed. However, the native people have been assured of the exact relocation of their religious and ancient places, but in any way that would not be possible. The Government is so keen to secure all the aspects in order to build the pipeline; they are creating a silent pressure on the native people for relocation. The oil corporations are more than excited because of the new discovery, as they can foresee the future expansion and growth in business and revenues and the future indeed looks brighter and the Government is backing their side as usual (Canessa, 2014). It is high time that the intellectual circle of the country to voice for the heritage and indigenous people, so that they do not get victimized because of the greed of lucrative future for some oil firms. The heritage must be protected and taken care of, not destroyed in the name of development. Reference List Cairns, M. (Ed.). (2015).Shifting cultivation and environmental change: Indigenous people, agriculture and forest conservation. Routledge. Canessa, A. (2014). Conflict, claim and contradiction in the new indigenous state of Bolivia.Critique of Anthropology,34(2), 153-173. Cashin, P., Mohaddes, K., Raissi, M., Raissi, M. (2014). The differential effects of oil demand and supply shocks on the global economy.Energy Economics,44, 113-134. Cochran, P., Huntington, O. H., Pungowiyi, C., Tom, S., Chapin III, F. S., Huntington, H. P., ... Trainor, S. F. (2013). Indigenous frameworks for observing and responding to climate change in Alaska.Climatic Change,120(3), 557-567. Esfahani, H. S., Mohaddes, K., Pesaran, M. H. (2014). An empirical growth model for major oil exporters.Journal of Applied Econometrics,29(1), 1-21. Gibson, O., Lisy, K., Davy, C., Aromataris, E., Kite, E., Lockwood, C., ... Brown, A. (2015). Enablers and barriers to the implementation of primary health care interventions for Indigenous people with chronic diseases: a systematic review.Implementation Science,10(1), 1. Kovach, M. (2015). Emerging from the margins: Indigenous methodologies.Research as Resistance, 2e: Revisiting Critical, Indigenous, and Anti-Oppressive Approaches, 43. Miller, R. G., Sorrell, S. R. (2014). The future of oil supply.Philosophical Transactions of the Royal Society of London A: Mathematical, Physical and Engineering Sciences,372(2006), 20130179. Mitchell, J. V., Mitchell, B. (2014). Structural crisis in the oil and gas industry.Energy Policy,64, 36-42. Zhao, X., Dahl, C. A., Luo, D. (2015).How OECD countries subsidize oil and natural gas producers and modeling the consequences: A review with recommendations(No. 2015-03).

Management Using Data Mining And Data Warehousing Information Technology Essay Example

Management Using Data Mining And Data Warehousing Information Technology Essay Data excavation has been used for happening utile and related information from different beginnings ; Data Warehousing has been used for hive awaying organisation informations it is merely like a shop, Knowledge direction ( KM ) has been used for pull offing the cognition. The job of big sum of informations in the organisations, it is challenge for determination shapers to command the informations ( Shaw, Subramaniam, A Tan, A ; A Welge, 2001 ) . In 1999, it was estimated that 30 % of houses informations warehouses contained greater than one trillion characters of informations ( Bransten, 1999 cited in Heinrichs, A ; A Lim, 2003 p.103 ) . Harmonizing to Shaw et Al ( 2001 ) the information repositing and knowledge direction contribute for informations excavation procedure. Data excavation techniques can be used for detecting undeveloped forms of informations signifier informations warehouses ( Nemati, Steiger, Iyer A ; Herschel, 2002 ) . Data excavation is a procedure of nontrivial extraction of implicit, antecedently unknown, and potentially utile information from databases ( Chen, Han, A ; Yu, 1996 cited in Chen, Chen A ; A Tung, 2006 p.1505 ) It is really difficult to mange and do determinations organize immense sum of informations. Organizations or even little concerns want their informations to be meaningful, manageable and optimized. Time is money and organisations do nt desire to blow their clip to seek records from different beginnings ( Han A ; Kamber 2006 ) . Sometimes directors need to take speedy determinations and it is difficult for them because related information is stored in different formats and even on different locations and organisations do nt desire to blow clip. The information size is traveling to increase and it is really difficult for a determinations shaper to pull out related information from immense sums of informations ( Han A ; Kamber 2006 ) . In this study how determination devising from immense sum of informations by utilizing informations excavation techniques ( Han A ; Kamber 2006 ) . In this study, how we extract our interesting form from database. We will write a custom essay sample on Management Using Data Mining And Data Warehousing Information Technology specifically for you for only $16.38 $13.9/page Order now We will write a custom essay sample on Management Using Data Mining And Data Warehousing Information Technology specifically for you FOR ONLY $16.38 $13.9/page Hire Writer We will write a custom essay sample on Management Using Data Mining And Data Warehousing Information Technology specifically for you FOR ONLY $16.38 $13.9/page Hire Writer The remaining of the study is divided into following subdivisions. In subdivision 2, is about background of the DSS, KM, DM, Data repositing and connexion between DSS, KM, DM, and informations warehousing. In Section 3 is a instance survey of Ghani Group of companies procurement section presented, in subdivision 4 is how informations excavation assisting to determination devising is discussed in subdivision 5 is about treatment and future work and in the last subdivision 6 is decision of the study. 2. Theory 2.1 Overview of DSS Decision devising is a really tuff and encephalon storming undertaking. It can be more tuff and negative affect non merely concern even your personal life, if you have non good information about background cognition of the undertaking. If you have good background cognition and history of any relevant determination that you have made it can be really helpful for doing determination. The construct of DSSs was introduced, from a theoretical point of position, in the late sixtiess ( Zopounidis, Doumpos A ; Matsatsinis, 1997 p.260 ) . We have needs determination support system for doing rapidly and acquiring positive consequences on our concern. What is determination support system? Harmonizing to Keen and Scott Morton s ( 1978, p 1 ) cited in ( Alenljung, 2008 ) : Decision support implies the usage of computing machines to: ( 1 ) Aid directors in their determination processes in semi structured undertakings. ( 2 ) Support, instead than replace, managerial judgement. ( 3 ) Better the effectivity of determination doing instead than its efficiency. And how is work. Harmonizing to Turban s ( 1990, p 109 ) definition cited in ( Alenljung, 2008 ) : A DSS is an synergistic, flexible, and adaptable CBIS [ Computer-Based Information System ] that utilizes determination regulations, theoretical accounts, and theoretical account bases coupled with a comprehensive database and the determination shaper s ain penetrations, taking to specific, implementable determinations in work outing jobs that would non be conformable to direction scientific discipline optimisation theoretical accounts per Se. Therefore, a DSS supports complex determination devising and increases its effectivity. A DSS is a computing machine based, user friendly, support for different determination devising at different managerial degrees, efficient and effectual system ( Alter, 1980 ; Bidgoli, 1989 ; Keen A ; Scott Morton, 1978 ; Mallach 1994 ; Marakas, 1999 ; Sprague, 1989 ; Turban et al. , 2007 cit ed in Alenljund, 2008 ) . There are different types of determination support harmonizing to Power s ( 2002 ) cited in Alenljund, 2008 classs are: Data-driven DSS Model-driven DSS Knowledge-driven DSS Document-driven DSS Communication-driven and group DSS. In this study I have chiefly concern data-driven DSS. Data-driven determination support system is assisting for analysis from the big sum of informations and informations repositing, executive information system and informations excavation are subcategories of data-driven determination support system ( Power, 2002 ; Turban et al.,2007 cited in Alenljund, 2008 ) . In the data-driven determination support system we use historical informations informations is loaded into the informations warehouse and is accessed at that place, but one time the snapshot of information is made, the informations in the warehouse does non alter ( Inmon A ; Hackathorn, 1994, p 10 cited in Alenjund, 2008 ) . And informations excavation can assist to happening concealed form and values from the informations ( Han A ; Kamber 2006 ) . Data-driven emphasizes the analysis of informations that are in big measure. This type of DSS normally data warehouses, EIS, and analytical systems ( Power, 2002 ; Turban et a l.,2007 cited in Alenljund, 2008 ) . It accesses the big sum of structured informations from companies informations and external every bit good. The users of this type of DSS are troughs, staff and providers ( Power, 2002 ) . The intent of data-driven DSS is query informations from informations ware houses and engineerings used in data-driven DSS are client waiter or we can utilize web as good ( power, 2002 ) . The primary aim of these engineerings is to do the informations accessible for direction and allow it be turned into information to back up decision-making ( Lohman et al, 2003 ) . 2.2. Overview of Data Mining in Decision support System Simply stated, informations excavation refers to pull out or excavation cognition from big sums of information. Harmonizing to Han A ; Kamber ( 2006 ) Data excavation is the procedure of pull outing concealed forms from informations. As more information is gathered, with the sum of informations duplicating every three old ages ( Lyman, 2000 ) , informations excavation is going an progressively of import tool to transform this information into cognition. Data excavation is normally used in every type of application in these yearss like fraud sensing, selling applications etc. In the information mineworker centered DM rhythm, there are five stages: communication and planning, developing hypotheses, informations readying, choosing DM tools, and measuring DM consequences, most of the descriptions of these stages can be found in the DM literature ( Berry A ; Linoff, 2000 ) . 2.2.1 Data Mining Tasks Data excavation is the procedure of seeking and analysing informations in order to happen inexplicit, but potentially utile, information ( Berry and Linoff, 2007 ) . Data excavation involves choosing, researching and patterning immense sums of informations to pull out unknown forms and the consequence of that comprehensive information from big sums of informations ( Han A ; Kamber 2006 ) . Data excavation has a statistical analysis graphical representation, regulation find, determination trees. Extracting forms from big informations sets is a information excavation undertaking. We can split informations mining undertakings into five classs ( Shaw et al, 2001 ) : Figure1: figure is taken from ( Shaw et al, 2001 ) Dependence analysis The primary type of dependence cognition is the association between sets of points stated with some minimal specified assurance ( Shaw et al, 2001 ) . This type of analysis is helpful for marketing analysis for illustration a client purchases eggs and how many opportunities are at that place he/she purchases bread excessively. Market basket analysis is another name of dependence analysis ( shaw et Al, 2001 ) Class designation We can sort clients into categories, for illustration we can do a category of one client income, often purchased points, and past purchases of that client ( Shaw et al, 2001 ) . Concept description Concept description is a technique to group clients based on their sphere cognition and the database, without any forced definitions of the groups ( Shaw et al, 2001, p.129 ) . Concept description can be used for summarisation, favoritism, or comparing of selling and client cognition ( Shaw et al, 2001 p.129 ) . Data summarisation is the procedure of deducing a characteristic sum-up of a information subset that is interesting with regard to domain cognition and the full information file ( Shaw et al, 2001 p.129 ) . Customers profile can be build utilizing grouping harmonizing to their business, income and interesting thing that he/she purchase ( Shaw et al, 2001 ) . Deviation sensing Deviation sensings are really utile for detecting the anomalousness and alterations ( Shaw et al, 2001 ) . Anomalies can be defined as those things that have uniqueness or different from the normal ( Shaw et al, 2001 ) . For illustration recognition card company happen a sudden addition in the recognition purchases of an single client ( Shaw et al, 2001 ) . It may be behavioural alteration of a client, and non needfully a fraud ( Shaw et al, 2001 ) . Therefore, verification of the alteration is made after probe and the cognition is updated ( Shaw et al, 2001 ) . Data visual image There are many package plans available for informations visual image intents for illustration graph base representation is 2-dimensionaland 3- dimensional ( Shaw et al, 2001 ) . Data visual image can be used to tie in other undertakings such as dependence analysis, category designation, concept description and divergence sensing ( Shaw et al, 2001 p.130 ) . Day by twenty-four hours informations is traveling to increase and his creates troubles for direction to take determinations utilizing old informations, for illustration a procurance section wants to buy some points, foremost of all the procurance trough checks the providers that already supplied these points so he/she cheques the which provider gave good rates, quality and supply in clip ( Shaw et al, 2001 ) . The procurement director can pull out this information by utilizing informations excavation methods ( Shaw et al, 2001 ) . 2.2.2 Knowledge Discovered from Database Figure2: The above figure is taken from informations mining book by ( Han A ; Kamber, 2001 ) . It show the stairss of cognition Discovered from Database ( KDD ) In the above figure, we understand domain larning. In selected procurance instance survey we learn all the relevant information for points purchase. We find the utile characteristics for all purchases, provider, supply goods, faulty points how many times a specific provider supply the same point and how many times same mistake is repeated. Then we apply categorization, sum up, constellating etc and eventually we present the cognition. There are four common maps in informations excavation ( Han A ; Kamber, 2001 ) : Categorization It describes and distinguishes the categories for future anticipation ( Han A ; Kamber, 2001 ) . For illustration this recognition card is fraud or non? Classify the states harmonizing to their clime ( Han A ; Kamber, 2001 ) . This provider provide the goods in clip or non etc Clustering Grouping informations into signifier of new categories ( Han A ; Kamber, 2001 ) . For illustration a provider payments, supplier purchase orders, provider citations etc. Arrested development In arrested development we find the solutions that decrease the mistakes. Association regulation It define the connexion between different points for illustration if a purchase requisition have less points so what is the provider citation and if the no of points are increase so what is the provider citation. If in purchase petitions have more than one point so what is the provider response about it alternatively a individual point. We use informations excavation for acquiring historical informations ( Han A ; Kamber, 2001 ) the chief purpose to this study to increase the determination doing power utilizing historical or old informations. Mostly companies do non utilize their old informations, ghani group of companies has same job, they do non utilize there old informations, they think that it is nonmeaningful, clip consuming, excess load and necessitate more human resources for utilizing old informations. But in existent universe historical information is meaningful, clip economy, assisting to diminishing the load, when we are roll uping informations we need excess human resources but when it completed and organized state of affairs will wholly alter and it decrease the cost of excess human resources, if we mine this information and do some interesting forms from that information it will helpful in the future determination devising. We can detect our error that companies did in the past, we can detect utilizin g old informations in meaningful ways and increase determination devising. Connection between DSS, KM and DM The intent of informations excavation and determination support system solves the hard and large jobs ( Bohanec A ; Zupan, 2001 ) . Harmonizing to Bojance and Zupan ( 2001 ) The integrating of DM and DS may better the quality of problem-solving methods, procedures, and achieved consequences. Data excavation and information warehouses for illustration informations regular hexahedron, OLAP, information marketplaces, determination trees and so on can be used for doing determinations as it has used in instance survey. The cognition from antecedently stored used make new cognition assisting to determination shaper to do determination ( Nemati, Steiger, Iyer A ; Herschel, 2002 ) . Explicit cognition generated from GSS brainstorming Sessionss and stored as text watercourses can be analyzed by text excavation package, a signifier of AI based information excavation, to supply cardinal words, related constructs, bunchs of similar thoughts, etc ( Nemati, Steiger, Iyer A ; Herschel, 2002 p.147 ) . Park et Al ( 2001 ) proposed the KREFS cognition direction model has four major faculties, the natural information preprocess and send to data excavation faculty so knowledge extracted from informations mining faculty and direct it to knowledge polish and cognition public presentation component faculties. Harmonizing to Nemati et Al ( 2002 ) cognition wherhouse consist of six constituents ( 1 ) the data/knowledge acquisition faculty, ( 2 ) the two feedback cringles, ( 3 ) the extraction, transmutation and burden faculty, ( 4 ) a cognition warehouse ( storage ) faculty, ( 5 ) the analysis work bench, and ( 6 ) a communicating manager/ user interface faculty . The information excavation techniques like association regulations apply for old cognition to acquiring new forms from old informations utilizing as input for determination support system. 3. Case study-presentation The intent of this study is to efficient usage to informations excavation techniques for determination support system. The usage of informations mining techniques to better the whole concern procedure, as it has shown in instance survey of the procurance section. Introduction of company First of all brief introduce of the Ghani group of companies. Ghani Group is a Lahore based group which is running a diverse scope of concerns including three glass workss, an car works, a figure of taking excavation companies, and trading houses. The Ghani Group of companies has an one-year turnover of over 5 billion Sri lanka rupees. Their venture into the fabrication field took the signifier of Ghani Glass, incorporated in 1992 and get downing production in 1995, organizing the first measure on the route to success of Ghani Glass limited, which today own three glass workss viz. GGL1 Hattar, GGL2 Landhi and GGL3 Sheikhupura. Background and Problems From my experience of the Ghani Group of companies in the section of Procurement, the procedure of procurance is a manual. The duty of procurement section is buying natural stuff or any type of goods that ghani group of companies demand. It has some draw dorsums and first of all how purchase requisitions occur, how it reach in the procurance section, and so how the procurance section works that purchase petition measure by measure every bit defined below. Bing a anchor of the Ghani Group of companies Procurement Department it is still working under the traditional methods of buying. Pull offing more than 100 petitions per twenty-four hours is a hard occupation for the staff. As specified earlier, their procurance system is traditional. Demands and purchase requisitions come from the workss and so procurement staff get down the procedure. The purchase requisitions come from the works by station or particular individual allocated for that intent. When the purchase requisitions reach in the procurance section foremost the requisitions are being separate harmonizing to their nature. Then they are handed over to the appropriate field staff that brings them to market ( Suppliers/Vendors ) . They collect the rates from 3 to 4 providers and subject them to the procurance coordinator in the corporate office who compares the rates and finalizes the order by making a insouciant deal with the provider. A purchase order is issued with the blessing of the manager procurance and the provider gets apt to supply the needed stuff on committed rates and required bringing program. As the providers send the stuff to the works, the chief shop issues a GRIR papers ( Good Received and Inspection Report ) , which authenticates that the stuffs has received with the criterions needed and committed. The procurance section receives the GRIR and submits them to the accountant section with the bills of stuff to finalise the payments. How natural stuffs or any other purchase petition cause meet demand on. The procurement section of the Ghani Group of companies Lahore has some jobs in buying points, since the Ghani groups of companies have many workss in different metropoliss and the procurement section of Ghani group of companies is situated in City Lahore. The procurance section duties to carry through every works purchase petitions ( natural stuff or any type of goods ) . For illustration bike works out of natural stuff. The works trough cheques if the natural stuff is available in stock list or non if stuff is non available in the stock list. The director of the section concerned makes a purchase requisitions for needful points. In the Purchase Requisition there are reference Department Name and Address, day of the month, point Idaho, point name, No of Item, Unit, needed day of the month, and remarks. The Purchase Requisition id sent to the procurance section manually by manus or by station. When purchase requisitions reach the procurance section. They are sorted out and manus after the concern individuals. The individual Concerned checks the purchase requisition and contacts providers that he/she has on record. The provider gives rates of that point, manner of payment and bringing day of the month. The procurance coordinator compares all the citations and gives a purchase order to the provider selected. At this phase the Ghani Group of companies face job, if they do non pull off the cognition. If they compare old records they need a batch of clip to make that because they have no records of old records except packages of documents in files. Then the provider supplies the point desired to the requested section. The requested section checks the quality of points and measure of points ; the requested section sends the Goods Received Investigation Report ( GRIR ) to the history subdivision. The provider besides sends the bill to the history section. The procurance section had already sent the purchase order transcript to the history section. The history section makes the payment to the provider. In this method there are many jobs and we holding batch of records of providers after some old ages. Company needs batch of human resource. Company need batch of infinite required where we save the paper based records. Lot of clip is required to seek the specific merchandise record that had purchased some twelvemonth ago. In Procurement section demand determination support system, helpful for doing determinations in selecting and linking providers. The chief job of the procurement section of the Ghani Group of companies is that they lack of cognition direction. Company has batch of informations after few old ages. Ghani group of companies should mange that information in a signifier that it supports for determination devising. For all purchase requisitions, citations, purchase orders, goods received probe study, bills etc, we should sort the informations and extract cognition from it. 4. Deployment Analysis and Design This subdivision is about description of the system. The system will be web based. Harmonizing to Bharati A ; Chaudhury ( 2004 p.187 ) Web-based determination support systems are being employed by organisations as determination AIDSs for employees every bit good as clients . First of all we have to roll up the informations from all beginnings as described in the figure below. We have extract cognition from informations and happen interesting forms from that information ( Venter et al, 1997 ) . The information is now in good formed and meaningful. Data excavation techniques ( determinations tree, regulation finds, categorization etc ) for the intent of determination support system ( Wan A ; Lei, 2009 ) we can easy take many determinations for illustration about supplier choice, old purchase records, supplier history etc. When we manage the informations in Knowledge Management utilizing informations excavation techniques the procurance section can easy do determinations. The diagram shows the high degree extraction from operational databases and other beginnings. Figure3: The above figure is taken from informations mining book by ( Han A ; Kamber, 2001 ) . The above usage instance diagram shows how procurement coordinators can interact the system. The diagram besides shows what tasks that procurance coordinator to execute. Data Base Design This is the proposed database design. We can utilize this database for salvaging records, recovering records, modifying records, delete records. How system Work In my intent system there will be a web based system. If any point should be out of stock, the concern director ( section director ) login the system in and creates a purchase requisition when he shall come in the point information point codification or point name in the purchase requisition signifier, the system will demo automatically the available measure of that point. This is produce with the aid of determination support system. The concern trough fills out the purchase requisition signifier and submits that form to the system. Some clip he want to cognize when this point purchased last clip how much measure and where it has used we make these type of regulation utilizing informations excavation techniques. When new purchase requisitions arrive in the system, the system shows an qui vive and the procurance director cheques and verifies that purchase requisition. He can verify for wrong entry or multiple entry etc. After verifying he/she will print that purchase petition on the web. The system besides sends an electronic mail to all relevant registered providers for that purchase petition. The providers view the purchase petitions and submit their citations to the system. In the instance of a new provider should register himself in the system. It will be web based so local providers registry and subject citations every bit good as international providers. The procurance trough gets all the citations from the system and so analyse them. At this phase we implement informations excavation techniques in our system. We enter the point code/name the system will demo us old records of that point, the providers name and point rate, the provider Goods Received Investigation Report that have purchased late. We can pull out different type of informations utilizing informations excavation for illustration we make some regulations ( Wan A ; Lei, 2009 ) like best provider who supply that merchandise we shall look into these properties merchandise lowest cost, best quality, minimal shipment clip, and long clip recognition installation. This type of association regulations build. In these records we can easy analyse any provider and citation that we have received. Databases Cost Quality Shipment clip Credit Facility Decision Making Using determination support system we can easy do determinations. We can recycle old informations, for illustration we can look into the provider s history like cost, quality, shipped clip and recognition installation. We can look into that the provider delivers points in clip or non. So data excavation is used for pull outing informations from databases and gives input to determination shaper as shown above in the figure. We can see the informations from different angles and do determinations from this cognition. It will increase the control for choosing supplier procedure. It will besides assist for many procedures are automated. One of the providers shall be selected for a purchase order on the footing of old cognition and his new citation. After successfully holding delivered the points, the provider shall besides subject an bill. The concern director shall do a GRIR on the bases of the purchase order. The accountant shall verify the bill with GRIR and purchase order and so he shall unclutter the payment of that provider on the method which is mentioned in the purchase order. So it is really helpful for determination devising, whenever the procurance section receives the new purchase petition. They can easy reach providers. The procurement section can easy do determinations which provider is the best. In some instances, points ( natural stuff ) can needed desperately so the procurance section look into the old bringing of that point and contact that provider. If any organisation implements that system they will hold good bases for determination devising. Implementing that system they will non necessitate a immense figure of human resorts for the procurance section. After deployment of the undertaking in the ghani group of companies it will helpful making interesting forms from the old fresh information ( Han A ; Kamber 2006 ) , it will helpful for pull offing the cognition in the signifier of informations marketplaces ( Han A ; Kamber 2006 ) , it will diminish the cost of human resources, it will helpful when the new procurance director replace, it will increase the determination doing power, it will helpful for doing speedy determinations, it will helpful for larning errors that company did in the yesteryear, it will helpful for diminishing the frauds in the procurance section, and it will increase the efficiency of the section. The system will demo all the historical information which come the determination rapidly. The system shows the old records of relevant purchases and its affects that will helpful for larning positive and negative points for illustration purchase order given to non popular provider, who gave us non standard natural st uff with low monetary value. If the natural stuff is non up to standard the resulted merchandise will non reliable and it will damage the company reputation. A instance survey has discussed in the paper of Chen et Al ( 2007 ) it will specifically manage the procurance section but my proposed system mange the whole procedure of procurance from purchase petition coevals to raw stuff delivered. 5. Discussion The information excavation techniques are helpful and usage for determination support system. Harmonizing to shaw et Al ( 2001 ) Ghani group of companies belief that it is need and requirement to deeply understand and usage of cognition direction and informations excavation for determination support system. Harmonizing to Power ( 2002 ) there are different types of determination support system. In this study chiefly stress on data-driven determination support system for pull outing cognition from big sum of informations ( Nilsson A ; Ziemke, 2007 ) . The procurance coordinators ( determination shapers ) confronting batch of jobs during the procurement procedure in the Ghani group of companies. The handiness of big volume of informations, made possible by modern information engineering, a major job is to filtrate, kind, procedure, analyze and manage this information in order to pull out the information relevant to the user and the growing in the size and figure of bing databases far exceeds human abilities to analyse such informations utilizing traditional tools and therefore creates both a demand and an chance for informations excavation tools ( shaw et Al, 2001 p.135-136 ) . The information excavation techniques utilizing web as described in instance survey will hold better decision-making satisfaction with timely, accurate, and complete information ( Bharati A ; Chaudhury, 2004 ) The part of the study is use of informations excavation technique specially association regulations for determination support system and a web based system acquiring inputs from the informations excavation for determination support system. The system has designed to carry through the demands of procurance section but it will be extendible to whole organisation the undermentioned research issues are identified: How we can we seprate the trd What type of function drama gatekeepers of the workss? How to hive away new natural stuff? How to incorporate the system into whole organisation? 6. Decision In this study I present a instance survey of procurement systems. We have lot of informations that is nonmeaningful and we have to utilize in an efficiently manner so that we can make determination support system. I used informations excavation and Knowledge Management for determination devising. We can salvage clip and money implementing the system in the organisation. We can do speedy determinations for any instance of purchase. We can pull off our informations in a good organized signifier. The system shall work in optimized.