Literature Review on Big Data Concept

Literature Review on Big Data Concept Quiz-3: Summarize the article in one paragraph. In this paragraph author try to explain about the big data concept and data mining like the characteristics of the big data, demonstrate and examples of big data. This article giving the information about a HACE theorem and it characteristic features, process model of the big data, and also data mining perspective of the big data. How the large volume of data, complexity difficulties of the massive volumes of data storage and analyze, challenging issues in the data driven models. And also introduction about the Dr. Yan MO and his Nobel Prize in Literature demonstrate the big data big data applications with few examples, finally key challenges in the big data mining. What 5 lessons did you learn from reading this article? About the big data and data mining: Big data is nothing but large volume or massive volumes of data stored in a specific data bases by using some techniques and tools. This data mining is with is a quick improvement process of various networking systems, and data storage, large data collecting capability. Big data is fast and rapidly growing massive data storage technology in all various health care domains as well as in engineering domains. Introduction about Dr. Yan MO: Dr. Yan MO is a good Literature; he won Nobel Prize in 2012 in Literature. Searching on Google with Yan MO Nobel Prize you can get lot of information about it. HACE theorem: HACE theorem about giant elephant and blind men theorem is a good concept for understanding the data mining and the big data process. Characteristic of big data: The main characteristic of big data is collection of large volume of data from various and multi languages with composed of parts of different kinds of information it includes information is audio, video and textual types of data. Huge volume of data with secure  Ãƒâ€šÃ‚   For major Big Data related applications, for example, Google, Flicker, Face book, and Wal-Mart, a massive number of server ranches are conveyed everywhere throughout the world to   continuous services and immediate   responses for local markets. Key challenges of big data mining: challenges like to perform and maintaining big data by gathering information in a digital form, various organizations take their improvement to another level and create three tier big data mining platform for maintaining the massive data. Three tiers structured like Tier-1: low level data accessing and system computing, Tier-2: Concentrates on the high level semantics information and applications. Tier-3: Data mining algorithms. What are the concerns of Big Data? The main concern of big data is large volume of massive data, subsequently the quantity of large archives of Big Data has been expanded with near increment of related security concerns, privacy concerns, and somebody can target the data and try to hack the data. Notwithstanding the high estimation of Big Data target, securing Big Data has its own exceptional difficulties which are not on a very basic level deferent from those connected with traditional information. A few people think that concealing their identity alone without hiding their location would not appropriately address privacy concerns. Governance: Big data is rich with individual personal data and confidential organizations information, and data governance is required to ensure that data is secured. Why was this article written? This article main aim is to explain the concept of big data with data mining with few examples, big data characteristics, HACE theorem, how handle and maintain huge heterogeneous data uses in health care domains as well as in engineering domains with different organizations. A big data processing system framework it includes mining complex and dynamic data, local learning and model fusion, mining from spares, uncertain and incomplete data. Explain about research initiative and some projects to investigate for the big data management.  Ãƒâ€šÃ‚   These projects try to create strategies, calculations, frameworks, and research foundations which permit us to bring the large volume of data down to a human reasonable and interpretable scale Give Big Data characteristics using the HACE Theorem? In this HACE theorem author try explains the concept of big data mining and data collecting gather the data from various sources and finally stored in a one large volume data base. This theorem mainly explains about the two types of data structured and unstructured data. Actually big data starts with the massive volume Heterogeneous, Autonomous source with distributed and seeks to maintain or explore Complex and Evolving relationship among the data. Sources of big data are log data, social media, transactions, events, images, audios, videos and emails. (Deepak S. Tamhane, January 2015) What are the most fundamental challenges of Big Data mining? The main fundamental challenges of big data are to investigate large volume of massive data and extract useful information for future activities. In Big data have different layers in every layer will give the technology required to reduce different challenges every one of these layers give the complete solution. Data Secure and Privacy: This has various implementations and it concerns people and organizations too. People have the privilege, as indicated by Universal Telecommunications Union, to control the data that might be revealed with respect to them. Sharing the large volume of data is most important characteristic feature in the development process. And few challenges those are data acquisition, and recording, voluble information extraction and cleaning, data aggregation and integration, integrating data base system and analytics tools, and interpretation like wrong modeling, application bugs. Volume: Large volume of information being put away is significantly expanding each and every moment, massive of information put away everywhere throughout the websites. How is the Blind Men and Giant Elephant explain Big Data Mining? These characteristic make it an extraordinary challenge for discovering voluble information from the Big Data. In a local sense, we can estimate that various visually blind men are attempting to survey a giant elephant, which will be the Big Data in this specific circumstance. So every blind man can measure and estimates the particular region a part of information they collected during this process, because each person limited to his local region. In this concept every person feels like a hose, wall, tree and rope so exploring the big data in this situation is equal to aggregating heterogeneous data from various sources to draw the exact picture of elephant so collecting the data from various sources and various types of data, various languages of data. (Chun-Wei Tsai, 1 October, 2015) Chun-Wei Tsai, C.-F. L.-C. (1 October, 2015). SpringerOpen . Journal of Big Data . Deepak S. Tamhane, S. N. ( January 2015). BIG DATA ANALYSIS USING HACE THEOREM. International Journal of Advanced Research in Computer Engineering Technology (IJARCET) .

Terrain Force: Universal Invasion :: essays research papers

Captain! Sensors pick up a huge fleet of 12,596 ships they out number us 8 to 3148," Brister said in a futile voice. "Arm all weapons prepare to vent the plague throughout the universe," Kristin ordered."Enemy fleet in range," Mandalon said. "Slow to  ¼ impulse," Austin ordered. "32 ships against an armada of ships? Their stupid," Golduran said. "Magnificent valor. Tell squadrons one through fifty to attack," Austin ordered."Captain, they've crossed the minefield," Robert yelled. "Blow it. All ships prepare to engage," Kristin ordered. The mine field exploded destroying 6,250 vessels. "Lock phasers and fire!," yelled Kristen."You will pay Klingon dog," yelled Scorpius. "To the success of Austin Jarvis, the true Master of the Universe," shouted and praised Dark Specter."Austin has won!," yelled General Moff as Darth Kliptor began to torture the Romulans."Sir, I'm impressed they've really lasted so long now I believe it's time to send in the massive vessels," Golduran implied to his attention. "All ships begin the invasion," Austin ordered. The final assault began on the last of the federation fleet but the heaviest of losses came to the alliance 32 ships four destroyed and 4,471 alliance ships remaining."We are winning this War!," shouted Major Brand. "No we haven't according to this there are 6,250 more ships coming," reported Lt. Brister. "Deploy the bussard ramscoope plague. Lock quantum torpedoes," Kristen Smith ordered. The bussard ramscoops on both warp nacelle were released venting a virogen plague. "Lock and fire!," yelled Kristen. The torpedo hit expanding the plague throughout the universe and knocking the relativity back to the final days of the old universe.On Earth, "Target the sun and prepare to fire," said Eric Menasco. "Don't we can win this war!," yelled the commander Auberjonous. "We can?," Eric replied."Open fire!," Kristen yelled. The new Relativity destroyed Valtron's support ships as all federation and allies fleets made a final stand which destroyed his ship, the Alliance, and the Draak. The portal to the other universe sucked them in; Valtron, the Alliance, and finally the Draak into the abyss. "Welcome home who ever," said a voice. "This is the starship U.S.S. Relativity-A under command of Captain Kristen Smith and damn do you look ever so good," Kristen said.In the abyss, "I was defeated after two-thousand years humans out race3s the humans beat me!," Valtron said as he began to cry. "Your not alone. Valtron," said Austin. "So the Sha' Kurians were defeated as well.

Policy makers

This also refers to both the dynamic discussions that continuously take place across a idà ©e range Of curricular issues and the evolutionary thinking about concepts and approaches in curriculum development. Changes in society constantly demand new knowledge and skills and require the continuous development of our educational system. This book focuses on the following questions: How do processes of curriculum of curriculum development evolve? What actually is curriculum? And how to ensure the quality of curricular products?This book also provide the teachers, educators, policy makers and other parties involved in educational development with a clear and concise introduction onto the tricks of the trade of curriculum development. CHAPTER 1 CURRICULUM AND CURRICULUM DEVELOPMENT The very short definition of curriculum as â€Å"a plan for learning†, used by the American Hills Tab in 1 962 is reflected by related terms in many languages, including the classical Dutch term learn wh ich permits all sort of elaboration for specific curricular levels, contexts and representations.A first, extremely useful, distinction appears to be a specification of the level of curriculum and curriculum development namely: SUPRA, MACRO, MESS, MICRO, ANNA. A second, clarifying distinction concerns the different forms in which curricula can be represented in the following three levels: intended, implemented and attained. The core and the nineteenths of the so-called Spider Web refers to the ten parts of the curriculum, each concerning an aspect of learning and the learning programmer for learners.The components: Rationale, Aims and Objectives, Content, Learning Activities, Teacher Role, Materials and Resources, Grouping, Location, Time and Assessment are basis for curriculum design and innovation. Curriculum Development is focused on the improvement and innovation of education. During this process, desires and ideals are incorporated in a cyclic process of design, implementation, and evaluation to achieve concrete results in practice.This chapter describes the processes of curriculum development at three levels within the educational system: national level (macro), school level (mess), and pupil level (micro). Curriculum development at macro level focuses on the development of generic curricular frameworks. An important challenge in the development of these frameworks is to meet with the great diversity of societal demands on education.Schools build on synergy between curriculum development, teacher development and school organization development. For curriculum innovation to be successful, it is important that the school's innovation ambitions are in line with the teachers' commitment and their willingness to change, the abilities of the different teams, the culture and the infrastructure of the school. Curricular products that are developed at micro level include lesson trials and resources.For teachers who strive to put the innovation into practice, less on materials that are exemplary are important carriers of the intended innovation. The quality of education is often subject for debate. There are different ways in which people assess the quality of curriculum: relevance, consistency, practicality and effectiveness. The quality criteria more or less build on one another. Whether a curriculum effective will also depend on the practicality – can it be implemented as intended? ND On the relevance and consistency of the intended objectives and content components. In the list of quality criteria a distinction has been made between the expected and the actual practicality and the effectiveness of a curriculum. Concerning teaching materials, for example, the expected practicality and effectiveness can be assessed through screening of the materials by teachers. In order to develop a high-quality curriculum, evaluation is of great importance.During the curriculum development process, the emphasis on implementation reveals itself on t he following ways: analysis of lessons from past and of current use in practice, intensive deliberation with the target group and other stakeholders, formative evaluation of preliminary designs, assessment in an increasingly wide circle of schools, formulation of recommendations for the professional support of teacher and the other team, and contribute to the professional development of educational us providers of institutions that can organize activities.Moreover, the placement of the school's organization and culture is also essential to ensure sustainable curriculum changes within the school. Collaboration among all sections and levels in and around the school is an important precondition for sustainable educational development. Harvests and Shirley (2009) also draw attention to the importance Of broad ownership and the shared responsibility for sustainable innovation. The active involvement of relevant social organizations- from parents to trade and industry – will also f oster broad public support for and commitment to innovations.

Natural Law Philosophy And Acts Of Civil Disobedience

The topic of this report focuses on natural law philosophy and acts of civil disobedience. Natural law assumes that humans are naturally good and that they strive to be good. Natural law imposes moral responsibility to do what is right. If something is part of the law but is not morally right, it is the duty of an individual to act upon it. When people act on something that they believe is morally right but is against the law, they are committing acts of civil disobedience, a basic principal of natural law. Positive law on the other hand supports laws of man rather than laws of nature. Supported of positive law believe that the purpose of law is to do the greatest good for the maximum amount of people. In other words, laws are enforced to ensure that individuals do what is best for society rather than themselves. One example of civil disobedience is the act of refusing government interference in homeschooling practices, as done by the Berindrakes. In order for homeschooling to be leg al, the government must be involved and be able to ensure standards are being followed. However, these people insists that they are doing God’s duty by homeschooling their children and refusing standardized testing. Another example of civil disobedience is the case of false advertising with CareNet. CareNet advertises falsely and distributes misleading medical information to manipulate society into believing what they consider is morally right. However, false advertisements are illegal. ObedienceShow MoreRelatedCivil Disobedience And The United States889 Words   |  4 Pagesimperative to understand that the United States of America was born through acts of civil disobedience. And because American freedoms are constantly in danger of being encroached on, it is also important that citizens are aware of the worth that civil disobedience can possess. Civil disobedience is when a person or people refuse to obey a demand or restriction by the state that conflicts with higher law and conscience. The act requires that the disobedient one accept whatever may be the consequenceRead MoreThe And Its Effect On Society1343 Words   |  6 Pagesaltered. In government, for example, what we perceive to be morally just is all dependent upon how the laws function. We must first understand the role of the government. Essentially, the government assumes the duty of serving the people. Those officials elected to serve are meant to represent the people. The elected are to set up laws for the community in which they serve, and are to enforce these laws. In losing sight of this basic function, there would not be an effective and fairly stable government;Read MoreThe Film A Man For All Seasons1605 Words   |  7 Pageswrestles with several themes that deal with legal issues such as hot to deal with conscientious objectors, natural law versus positive law, consequentialism versus deontology and the history of legal safeguards in the Common Law Tradition. The character of Sir Thomas Moore, a devout Catholic who sat on the Kings Council and eventually became Lord Chancellor, is a jurist who is devoted to the law of England. He performs his duties diligently and with care. He turns down attempts at bribery and rulingRead MoreThe Truth Behind Political Thought944 Words   |  4 Pagesimportance of natural equality that the rule of law adheres to. Thus creates this inconsistency ,that civil disobedience is not justified because of society s accentuation on law and order. The understanding of law and civil disobedience illustrates itself in both readings of Sophocles Antigone and Plato s Apology which suggests that they give both similar views with the existing idea of different higher authority in mind. Because of the unresolved feud between the law and civil disobedience it isRead More Is Violence in Pursuit of Happiness Justified? Essay example1173 Words   |  5 Pageshowever, they should still obey the laws. Is it to the laws of the land that command total submission or to his convictions by which he is convinced that the system is totally unjust? Therefore, how should citizens defend their liberties , without using violence or disobeying the law, if they think it’s unjust? If an individual obeys the law, he would automatically be thought of supporting the unjust system but in case he does not, he would be accused of disobeying the law. There are various controversiesRead MorePatriotism and People Who Commit Acts of Civil Disobedience Essay2107 Words   |  9 Pagesrulings that uphold sovereign immunity to the power of law enforcement to disperse Occupy Wall Street protests, it seems as if the citizens have no right to disobey laws that they know to be unjust. Yet by this measure, the heroes of the past such as the American colonists, abolitionists, women’s suffragists, Gandhi, Martin Luther King Junior, Rosa Parks, and Nelson Mandela would be little more than common criminals. All of these heroes broke the law in the name of a greater justice, and today all ofRead MoreWorld Religious Traditions By John Martin Luther King Jr.1392 Words   |  6 Pagesdifference b etween â€Å"just† and â€Å"unjust laws†. King writes, â€Å"A just law is a man made code that squares with the moral law or the law of God. An unjust law is a code that is out of harmony with the moral law† (Michaelvdg 2010). This concept dates back to a philosophy developed by the Romans. The Roman’s code was between these two concepts, â€Å"Ius Gentium† and â€Å"Ius Naturalis†. Ius Gentium means a law that is universally practiced, where Ius Naturalis means natural law (Michaelvdg 2010). One way to explainRead MoreTranscendentalism1409 Words   |  6 Pagesof nature. In general, people still feel that society needs to better itself for the benefit of all individuals, which is at the heart of Transcendentalism. Some of the ideas that Transcendentalists constantly defended included individualism, civil disobedience, and the protection of nature. These ideas are consistently integrated with the social movements and trends that are seen in America today and in the past one hundred years. Individualism is the concept of being self-reliant and using intuitionRead MoreConflicting Moral Arguments : Louis Vaughn s Philosophy, Moral Relativism And Moral Objectivism872 Words   |  4 PagesArguments Louis Vaughn states that the purpose of morality is not to describe how things are, but to â€Å"prescribe how things should be† (2). In Philosophy, moral relativism and moral objectivism are two conflicting but somewhat overlapping school of thought. These beliefs govern the way an individual acts; they also decide the ethical guidelines from which the law is written. In this essay we will delineate the differences between the two sects of belief. Pojman asserts that many people self-report asRead MoreAnalysis Of Thomas Hobbes s Leviathan 2457 Words   |  10 Pages Laviathan, Thomas Hobbes most important work and one of the most substantial philosophical texts of the Seventeenth century, was written largely as a response to the political violence and turmoil of England’s civil wars. In Leviathan, Hobbes, using science and reason as a foundation, attempts to create a concrete and methodological solution for peace and political stability. In the context of a historically violent and fear stricken period in which Leviathan was written, it