Improving the Efficiency of Semantic Based Search

Improving the Efficiency of Semantic Based Search An Effective Approach to Improve the Efficiency of Semantic Based Search Merlin Ann Roy ABSTRACT: The incredible progress in the size of data and with the great growth of amount of web pages, outdated search engines are not suitable and not proper any longer. Search engine is the best significant device to determine any information in World Wide Web. Semantic Search Engine is innate of outdated search engine to solve the above problem. The Semantic Web is a postponement of the existing web where data is given in fixed meaning. Semantic web tools have an vital role in improving web search, because it is functioning to produce machine readable data and semantic web technologies will not exchange traditional search engine Introduction The keyword search engine does not provide the relevant result because they do not know the meaning of the words and expressions used in the web pages. The incredible progress in the size of data and with the excessive development of amount of web pages, traditional search engines are not suitable and not proper anymore. Search engine is an important tool to determine any information in World Wide Web. The Semantic Web is an postponement of the existing web where data is given in fixed meaning. Semantic web machineries have a vital role in improving web search, because it is functioning to produce machine readable data and semantic web technologies will not exchange traditional search engine. The keyword search engine like Google and yahoo and the semantic search engine like Hakia, DuckDuckGo and Bing are selected to search. While comparing both of the search engines, semantic engine result was shown better than keyword search engine. Some pages contain hundreds of words just to attract the users. It shows only the advertisement of the page rather than giving the relevant result to the users, If a user gives a keyword in the search engine that itself will suggest for so many pages according to the previous user search. But if the keyword is wrong it does not going to show up anything. This research work proposes a framework to resolve this problem called enhanced skyline sweep algorithm. Algorithm says that even if the particular keyword given by the user is wrong, the search engine is going to give the relevant result to the user 2. Semantic Web Search Engine The semantic search greatly advances search exactness of the query related data and the search engine provides the exact content, the user intent to know. There’s no rejecting the control and reputation of the Google search engine. By using semantic search engine we will ensure that it results in more relevant and smart results. The search engines are able to compare or extract the data and gives very relevant results for the queries. A. Approaches to Semantic Web There are four methods for semantic search. And the method differs that is based on the semantic search engine .First method uses contextual analysis to help to disambiguate queries. Second is reasoning and third is natural language reasoning and the fourth is ontology search 3. Literature Survey In [1] researchers comparing the performance of different keyword search techniques and there results was not up to the expectation level .The run time performance was poor and the execution times for various search techniques vary for different evaluations In [2], it explains and proposes an effective move towards keyword query in relational database. Keyword search technique in the web cannot be applied directly to the databases as data which present in the internet are of different forms. That is in databases the information is seen as data tuples and relationships. Researchers proposes a model called semantic graph model consist of database metadata, database values, user terms and their semantic connections In [3], Systems produce answers quickly for many queries but the other side many others they take a long time or sometimes fail to produce answer after exhausting memory. It conclude that this approach is successful in returning a combination of answers in predictable amount of time In [4],researchers investigates about the problem that occurs when the user searches for a data base query on a SQL database SQL database suggests so many tuples that satisfies the given query. The problem is when too many tuples are there in the answer. It leads to many-answers problem .They propose a ranking approach for the answers for database queries In [5], researchers found that the problem for the graphical structured textual data is extracting best answer trees from a data graph. XML and HTML data can be characterized as graphs by using entities as nodes and relationships as edges. To achieve this elasticity, they create a novel search frontier prioritization technique and this technique is centered on spreading activation. In [6], it proposed a new approach semantic search engine which will answer the intelligent queries and also more efficiently and accurately. They used XML Meta tags to search the information. The XML page contains built in and user defined tags. The proposed approach proves that it takes less time to answer the queries. Using W3C compliant tools helps the system to work on any platform In [7] it evaluates search performance of various search engine by allowing each query to run in keyword based search engine as well as semantic based search engine. For both keyword-based search engines and the semantic based search engine semantic search engine performance was low In [8] it presented a generic approach for mapping queries in a user language into an expressive logical language and also presented a particular instantiation of our generic approach which translates keyword queries into DL conjunctive queries using knowledge available in the KB In [9], Semantic knowledge has repeatedly been engaged to apply relational database reliability. It also proposals the chance to convert a query into a semantically equivalent query which is more efficient .This paper explains a meaning based transformation technique that uses constraints and semantic integrity to reduce the cost of query processing In [10], In this paper, a survey is done on the web search engine that are developed by different authors and they confirmed that no search engine gives answer properly and seamlessly modern means up-to-date In [11], This paper, a survey done about the semantic based search engine to extract the gifted features of various semantic search engine and also it says about the explanation of some of the better semantic search engine In [12], In this paper, a survey is done on the approaches and features of some of the semantic search engines and they give a detail about the various advantages and techniques of some of the best semantic search engine .And the difference between the semantic search engines and traditional search In [13],the paper says that retrieving relevant information by the search engine is tough. To solve the above problem the semantic search engine plays a vital role in computer system. A survey is done on the generations of search engines and advantages, features of the various search engines and also survey is done on the role in web In [14], Traditional search engine does not provide the relevant information because it does not know the meaning but the semantic search engine are meaning based search engine and it can overcome the above problem. This paper gives a brief about the traditional search engine and keyword search engine In [15], the paper says that however a number of techniques have been implemented and proposed those all had a lack of standardization for system evaluation. This paper gives an empirical evaluation of the performance for the relational keyword search systems. They concluded with the results like many existing search technique is not giving a good performance and also discover the relationship between execution time and factors that mottled in earlier calculations 4. Methodology Fig 1: System Architecture The above Fig 1 says that when the user gives a particular query in the semantic search engine it will extract the relevant result and gives to the user. If the particular query is wrong the result is not going to show to the user .So the skyline sweep algorithm helps to give the relevant result even if the particular query is wrong by key combination process. In this various enhancements on resource in keyword search is introduce the Skyline sweep is the process of extension has been an active area of research throughout the past decade. Despite a significant number of research papers being published in this area, no research prototypes have transitioned from proof-of-concept implementations into deployed systems. The lack of technology transfer coupled with discrepancies among existing evaluations indicates a need for a thorough, independent empirical evaluation of proposed search techniques. Two data sets IMDb and Wikipedia contain the full text of articles, which emphasizes sophi sticated ranking schemes for results. Our data sets roughly span the range of data set sizes that have been used in other evaluations even though our IMDb and Wikipedia data sets are both subsets of original databases. Using a database subset likely overstates the efficiency and effectiveness of evaluated search techniques. A. USER INTERFACE To connect with server user must give their username and password then only they can able to connect the server. If the user already exits directly can login into the server else user must register their details such as username, password and Email id, into the server. Server will create the account for the entire user to maintain upload and download rate. Name will be set as user id. . Logging in is usually used to enter a specific page. Example: Create node and set name, port for that node. Nodes are created and displayed. B. ADMIN MODULE: Admin maintain the user information. And he can upload the file to search the user. The file uploaded completed then only the user can able to search the file what we are want. And then admin can check the user information. Suppose here one file is searched that related all information is stored into admin. Searching information mean when the user searched the file and timing everything stored in admin. Finally admin check what file we are uploaded. Example: Admin upload the files into database .And then check the uploaded files. C.  Query processing Query processing means what we are searching that is passed by query. Admin uploaded all files are stored in database. User search in database where is available the requested keyword. Suppose the requested file is available in database that is passed to user. Suppose the user give one keyword depends upon the keyword all related lines are displayed. In that line from user get what are the data we need. This file searching and execution details is stored in data base. When ever need this we can able to view this details. Example: User searches the Query (keyword) in database. User gets that query related output. D. Recommended module Recommended module meant suppose now we give any keyword wrongly that word automatically going to mapped correct keyword. And then displayed what are the keyword mapped related that word. Suppose we give any wrong keyword that related all correct word going to mapped and displayed. Here we used â€Å"Skyline sweep algorithm† for automatically checked that correct keyword. Example: The user gives the wrong query. Key combination Will give the correct output E. Top ranking File ranking can be viewed by the chart. Top rank meant most of the files viewed by user that is called top ranked. That files are come in first. After then only comes the user searching keyword. So now we can easily understand which files are mostly viewed by user. That ranking is displayed in chart. Example: User searches the keyword. The keyword already viewed by user, that keyword displayed in first. 6. Advantages Reduce Time consumption during retrieval. Efficient to search an data in various search engines. Easy to execute in realistic manner in proposed system 7. Conclusion and Future Work It is concluded that searching the internet today is a encounter and it is projected that approximately partial of the complex questions go unanswered .Semantic search has the power to enhance the traditional web search. Whether a search engine can meet all these conditions still remain a question .We proposed a framework using enhanced skyline sweep algorithm to overcome this problem. In which the process can be done by the favor a realistic query workload instead of a larger workload with queries that are unlikely to be representative in various resource that can being with experimental results do not reflect well on existing relational keyword search techniques. Runtime performance is unacceptable for most search techniques. Memory consumption is also excessive for many search techniques in our experimental results, question to the scalability and improvements claimed by previous evaluations so we will prefer the consumption on runtime of searching an data in upcoming technologies . 8. References [1] J. Coffman and A.C. Weaver, â€Å"An Empirical Performance Evaluation of Relational Keyword Search Systems,† Technical Report CS-2011-07, Univ. of Virginia, IEEE transaction on knowledge and data engineering, Vol. 26, No. 1,January 2014 [2] Jarunee Saelee, Veera Boonjing,† A metadata data search approach to keyword query in relational databases, International Journal of Computer Applications pp. 140-149, May 2013 [3] A. Baid, I. Rae, J. Li, A. Doan, and J. Naughton, â€Å"Toward Scalable Keyword Search over Relational Data,† University of Wisconsin, Madison fbaid, ian, jxli, anhai, [emailprotected] [4] F. Surajit Chaudhuri, Gautam Das, â€Å"Probabilistic Ranking of Database Query Results,† Microsoft Research One Microsoft Way Redmond, WA 98053 USA {surajitc, gautamd}@microsoft.com [5] V. Kacholia, S. Pandit, S. Chakrabarti, S. Sudarshan, R. Desai, and H. Karambelkar, â€Å"Bidirectional Expansion for Keyword Search on Graph Databases,† Indian Institute of Technology, Bombay [emailprotected] [emailprotected] {Soumen, Sudarsha, hrishi}@cse.iitb.ac.in [emailprotected] [6] Ritu Khatri, Kanwalvir Singh Dhindsa, Vishal Khatri â€Å"Investigation and Approach Of New Analysis Of Intelligent Semantic Web Search Engine† International Journal of Recent Technology and Engineering (IJRTE) ISSN: 2277-3878, Volume-1, Issue-1, April 2012 [7] Duygu Tà ¼mer, Mohammad Ahmed Shah, YÄ ±ltan Bitirim â€Å"An Empirical Evaluation on Semantic Search Performance of Keyword-Based and Semantic Search Engines: Google, Yahoo, Msn and Hakia† Fourth International Conference on Internet Monitoring and Protection, 2009 [8] Thanh Tran, Philipp Cimiano, Sebastian Rudolph and Rudi Studer â€Å"Ontology-based Interpretation of Keywords for Semantic Search† Institute AIFB, University à ¤t Karlsruhe, Germany [9] W. David Haseman, University of Wisconsin-Milwaukee, [emailprotected] Tung-Ching Lin, Nationa Sun Yat-Sen University, Taiwan, [emailprotected] Derek L. Nazareth, University of Wisconsin-Milwaukee, [emailprotected] â€Å"An Intelligent Approach to Semantic Query Processing† [10] S. Latha Shanmuga Vadivu1, M. Rajaram2, and S. N. Sivanandam3 â€Å"A Survey on Semantic Web Mining Based Web Search Engines†ARPN Journal of Engineering and Applied Sciences VOL. 6, NO. 10, OCTOBER 2011 [11] Anusree.ramachandran, R.Sujatha School of Information Technology and Engineering, VIT University† Semantic search engine: A survey† Int. J. Comp. Tech. Appl., Vol 2 (6), 1806-1811 [12] G .Sudeepthi1 , G. Anuradha ,Prof. M.Surendra Prasad Babu â€Å"A Survey on Semantic Web Search Engine† IJCSI International Journal of Computer Science Issues, Vol. 9, Issue 2, No 1, March 2012 [13] G.Madhu1 and Dr.A.Govardhan2 Dr.T.V.Rajinikanth3 â€Å"Intelligent Semantic Web Search Engines: A Brief Survey† International journal of Web Semantic Technology (IJWesT) Vol.2, No.1, January 2011 [14] Junaidah Mohamed Kassim and Mahathir Rahmany Introduction to Semantic Search Engine 2009 International Conference on Electrical Engineering and Informatics5-7 August 2009, Selangor, Malaysia [15] Joel Coffman, Alfred C. Weaver â€Å"An Empirical Performance Evaluation of Relational Keyword Search Systems† Department of Computer Science, University of Virginia Charlottesville, VA, USA

Beyond Belief

In Deborah Lipstadts’ book Denying the Holocaust, author reveals the rising doubt about the different revelation during the war (specifically Second World War ). The author commences a deterring commission not just by exposing but also by introducing who and what are those that renounce such Holocaust. Admitting that even the tiniest shade of skepticism on the truth about the Holocaust are influenced by some powerful entities are indeed unacceptable. The occurrence of these Holocausts are considered and recognized by some.To some extent, the book is not seeking for an absolution as Lipstadt had said. The academe, the media and the public are gravely vulnerable to lies, and that is why the book serves as a caution to those who want to get into these entities. The book on Holocaust denial was written not just to provide a kind of authority for those who want to cover the truth behind these Holocausts but also to learn more about the skepticism which most people don’t mind asking about. Specifically, the author wrote about the growing Holocaust advocates and its corresponding effects on certain historical events.Up until now though the Second World War is over, the war on the truth behind the Holocausts is just beginnng. The author stresses more about the endeavors to refute the Nazi extermination of the Jews which is one of the crucial messages of it that is being disregarded. The authors’ purpose is to speak to the public through presentation as coherent a manner as probable the history of the beginning of the arguments of the deniers and the argument themselves. Lipstadt began this by introducing the start of the past traditions of revisionists in the 1900s.Then slowly into the current tussle, citing the varying â€Å"segments† of the rebuffed Holocausts plus the truth that the incident that has escalated in extent and strength ever since 1970s. Somehow, whenever an common folk who reads the book will be educated of the true type of these rebuffed Holocausts and be guarded for several indications of the impairing effect wherever. The crucial part of the book entirety is that it arranges a plain clear and familiar guide of how far the deniers have gone on attempting to renounce or clarify away the Nazis mayhem during Second World War.Nazis used preposterous propagandas that up until now, though the Germans had lost in the war, Nazism continues. The Jews were blamed in actual fact for all what the Nazis have done. What the Germans did, which â€Å"any country† would do for its own protection, were provoked by the Jews. Certain accusations were tossed to the Jews, like using the mass media as its main tool in exercising its authority and the media composed mostly of Jews will work together as brothers. That the Jews wanted to have the power over the world’s funds by using the Germany for Israel.Even the Germans themselves find these ideas absurd but still they used it in the war and find beneficial f or them during the war. In order to even out the Nazis violence with every different abuse done, the allied nations were directed by these propagandas. The deniers attempted to reveal that even though Nazis perpetrate crimes opposed to the Jews, they should not be singled out in perpetrating such crimes and for that reason they’re not the ones’ who must be blamed for these crimes ad they do not deserve special punishment at all.There were attempts to minimize the total of Jews killed to a much smaller than six million. Even though the facts are undeniable and the proofs are convincing of the deaths of millions of people in their account and in addition to the admission of Nazis on trial at Nuremberg, Holocaust deniers always find time rebuffing these actuality. The author herself is having hard time pointing out a lot of times all over the book the ambiguity of their assertions; it seems that the main peculiarity of these deniers constantly paying no attention to these presented facts.There are esteemed scholars that are now joining in the crew of defending those who were supposed to be interrogated. The author herself is alarmed by these scholars, because they’re not racist and not even a German in blood and may account for more advocates of Holocausts. The major composition of the book is mainly monographic which share out a great amount of information in a very simple and specific way so that even undergraduate students will easily understand the contents.Though monograph means a singe subject, the book itself does not only showcase a single subject but even broader ones. An absolute definition of the book is somewhat as well restrictive. The authors’ reliability for undertaking the issue is well-establish. Certain facts are supported with historical evidences. It gives more understanding beyond someone’s perspective of the reality of what once has affected the word we are living. . References Gingerich, Charity. 2006. Mon thly Column. Emory University. Leff, Laurel. 2005. The journal of American History. Cambridge University Pres.

Literary Criticism Paper

An archetype Is a reoccurring pattern of Images, symbols, or a situation. The hero archetype Is one who tries to fulfill a necessary task and tries to restore Justice to a society. The hero will commonly go through the hero's journey in search for truth and information on restoring Justice to a society. All archetypal heroes share certain characteristics. In 1984, by George Orwell, Winston follows the hero's cycle because there is nothing told of his childhood, he looses favor with the Party, and Winston is not burled after all.Throughout the book ‘We are told nothing of his holding† (Garry 1 1 ) besides the few memories or dreams he shares with Julia or himself. After waking up crying one morning, Winston shares a memory of his childhood Tijuana; he recalls the time him and his sister and mother spent most of their days in underground shelters, hiding from air raids. Many times, Winston and his family went without food. From starving one day, Winston stole chocolate from his mother and sister and ran away, never seeing them again.Winston constantly dreams about his mother and Is convinced he murdered her because he stole her chocolate and left her there to starve. However, his subconscious Is his only road to the truth. Although the reader is given small memories on his childhood â€Å"nothing remained of his childhood except a series of bright-lit tableaux occurring against no background and mostly unintelligible† (Orwell, 3). Implying, the reader is not really told anything of his childhood besides the subconscious memories and few unclear images In 1984, the God Is represented through Big Brother.This Is true because Big Brother Is perceived as the ruler of Oceania and he Is a very high figure to the people. Big Brother's face is constantly being broadcasted and he is even stamped on he coins. Thus, Winston â€Å"Later loses favor with the gods and/or his subjects† (11) by wanting to do many rebellious acts and hateful thoughts. Fo r example, Winston begins to have sex with Julia, which was only, â€Å"a blow struck against the Party† (126).Implying there was no true emotion towards Julia and Winston and Julia only had sex to rebel against the Party because having sex Is a major crime In Oceania. Also, Winston looses his support towards the Party shown when he wrote â€Å"Down with Big Brother† in his diary. Again, signifying his hatred towards the society and writes to mind people of the better times in Oceania and writes about what it used to be and what it can still become. Towards the end of the book Winston and Julia are surrounded by troops of the Thought Police.From there Winston is taken to the horrid Room 101 where he Is tortured. Room 101 holds the person's greatest fear and for Winston It Is rats. As the rats come closer to his face he yells, â€Å"Do It to Julia! Do It to Julia! Not me! Julia! I don't care what you do to her. Tear her face off strip her to the bones. Not me! Julia! N ot me! † (286). It is here Winston betrayals Julia and fully egging to believe and love Big Brother and the Party. Winston did not only betrayal Julia, but he also abandons himself.Winston follows the hero cycle because â€Å"His body is not buried, but nevertheless† (1 1 Meaning the Ministry of Love broke and tortured his mind and will and mentally killed him but Winston Is still physically living. Hang out with Julia. However, he is essentially a slave because he cannot express any of his own feelings of rebellion, including to himself in the privacy of his mind. Winston was a very mentally strong character who understood the corrupt world he ivies in while nobody else does.During the beginning of the book he does not find any pleasure in Big Brother and as the story progresses he starts to love Big Brother. His goal is to change society's means and gain the freedom of thought back. However, he is a bizarre hero because he is middle-aged, has an average intelligence, and is very weak. He is a hero, although, with different heroic characteristics. Finally he is a hero because, Winston childhood is a mystery, his support for the Party is lost, and he becomes a walking slave for the Party and Big Brother.

Status Quo, From High School Musical - 925 Words

When you first referred to this assignment, I immediately thought about the song called â€Å"Status Quo† from High School Musical. This was one of my favorite movies when I was a teenager. The song plays in the movie while Gabrielle’s friends are telling her that if she dates Troy, the popular basketball player, it will mess us the â€Å"status quo.† In a cute dance number they break out in song in the cafeteria singing. From watching that movie, I already had an understanding of what I needed to reflect on. I am a very organized person. At the beginning of the semester, I read through the syllabus. I knew that we would have a reflection paper on the course, so I have been preparing all semester to write this paper. Every chapter I read and summary I completed, I would jot down concepts and ideas that stuck with me. I took this class because it was a requirement for my ASL minor. I did not realize what I was going to learn and I think that worked out well in the end. In August, I was aware of Deaf culture. I knew the difference between little d and big D of deaf. I had been exposed to certain aspects through my past professors like Danny Roush, who is a CODA. This campus has a tight-knit bond between the Deaf community and students. EKU has an extremely credible ASLIE department. They have even took advantage of the Living Learning Communities and have a Deaf floor in Walters Hall. I was exposed everything, but I was an outsider looking in. When a person learns ASL, they areShow MoreRelatedAnalysis Of High School Musical1125 Words   |  5 Pagesfriend Taylor Mckessi (Monique Coleman) after receiving a call back in the Twinkle Town musical in the 2006 film, High School Musical. High School Musical is a romantic musical drama about a group of high school friends who stick to the status quo until the new girl comes to East High. This movie will have you tapping your toes and singing its tunes well beyond the theatre. 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