ENHANCING QUALITY OF SEARCH RESULTS BY CONCEPT BASED MODEL P.Sharmila1 , W.Rubavathy2 1Information Technology, Jeppiaar Engineering College, India Email: sharmila2771994@gmail.com 2Information Technology, Jeppiaar Engineering College, India Email: rupawilliams03@gmail.com Abstract: Text Mining techniques are mostly based on Vector space model(term frequencies). The statistical analysis of a term frequency captures the importance of the term without a document only. But two terms can have the same frequency in …show more content…
The fourth component is the concept-based similarity measure which allows measuring the significance of each concept with respect to the semantics of the sentence, the topic of the document, and the discrimination among documents in a corpus.By combining the factors affecting the weights of concepts on the sentence, document, and corpus levels, a concept-based similarity measure is capable of the accurate calculation of pairwise documents is devised. This allows performing concept matching and concept-based similarity calculations among documents in a very strong and accurate way. The excellence of text clustering achieved by this model considerably surpasses the traditional single term- based approaches.There are a number of possibilities for extending this paper. One chance is to apply this concept to web document clustering. Another chance is to apply the same model to text classification. The intention is to investigate the usage of such model on other corpora and its effect on classification compared to that of traditional
The consequences also show that the term classification can be effectively approximated by the proposed clustering method. The proposed methodology is reasonable and robust. This paper demonstrates the new models totally tested and prove the results statistically significant. The paper also proves that the use of unrelated opinion is considerable for improving the performance of relevance feature discovery models. A promising methodology for developing effective text mining models for RFD discovery based on both positive and negative
A Comparison of Navaho and White Mountain Apache Ceremonial Forms and Categories Goodwin, G. (1945). A Comparison of Navaho and White Mountain Apache Ceremonial Forms and Categories. Southwestern Journal of Anthropology, 1(4), 498-506. Retrieved from http://www.jstor.org/stable/3628795 While this article focuses on comparing Navaho and White Mountain Apache ceremonial forms, the author, Grenville Goodwin, offers extensive details about religious rituals of east-central Arizona's Apache division. In his analysis, Goodwin explains that there are a number of religious ceremonies performed in the White Mountain Apache division, which deal with various situations.
What do Jeff Kinney 's popular Diary of a Wimpy Kid and Ray Bradbury 's classic Fahrenheit 451 have in common? What about Gossip Girl: A Novel, Cicely von Ziegesar 's catty romance and The Great Gilly Hopkins, Katherine Paterson 's 1979 Newbery Honor book? While clear distinctions exist between each book 's literary merit, age appropriateness, and reader appeal, these titles possess one similarity--they sit within the same Lexile text complexity band. ** Well-meaning educators, concerned about increasing text complexity and reading rigor, engage in this game of "Guess My Lexile" when denouncing the low-reading level of young adult literature, elevating certain titles over others, or dictating book purchases and recommended reading lists. But looking at just a few examples reveals problems when narrowly evaluating texts by readability number alone.
C & Ward. J, 2007). These associations help with the retrieval of information (Yaro. C & Ward. J, 2007).
Opinion Essay- The Opposite of Tidy Why does everyone lie? Is lying even worth it? Carrie Mac's story, The Opposite of Tidy, is mainly about a girl who tells a little lie. Junie, the main character of the novel, is really embarrassed by her mother because she is a hoarder.
ETC: A Review of General Semantics, vol. 72, no. 2, Apr. 2015, pp. 185-204. EBSCOhost,
My scores from the LCI are as following: Sequence - 28 , Precision - 27, Technical - 24, and Confluence - 24. From my scores it shows I'm a Dynamic Learner. I use at least two Patterns as Use First Levels, then I use the remainders as either Use as Needed or Avoid Pattern. In my case I use them as Use as Needed Patterns. As a Dynamic Learner can move from one Pattern to another within one setting.
According to Behind The Name, the name Alison originated from England, France, and Old Germany. In Old German, Alison means noble and exalted. Alison came from the French name Aalis; also known as Alice. Alison was a common name in England as well as France during the middle ages. Alison almost became nonexistent until the twentieth century.
The affinity-seeking construct “describes ways people get others to like and feel positive about them. The research is grounded in the presumption that people attempt to generate liking by using various communication strategies.” (Bell & Daly, 1984). In other words, in our efforts to develop affinity with others, we strategically try to communicate our nonverbal and verbal messages in a positive way. Therefore, we hope they will perceive it in a positive light and get a positive response in return.
However, other constraints can be set as well, e.g., the part-of-speech tag of a specific token in the expression itself or before or after the temporal expression. For the normalization, it use normalization resources containing mappings between an expression and its value in standard format. Furthermore, linguistic clues are applied to normalize ambiguous expressions. For example, the tense of a sentence may indicate the temporal relation between an expression and its reference time.
The film ‘Babakiueria’ is different to other films in this genre because it is a more serious issue and it is comedic because it is a role reversal with the aboriginals being the invaders. It also shows how disrespectful and racist we have been and still are to aboriginals. BabaKiueria is a role reversal in which European Australians are the natives, the black colonisers find this white “Ghetto” and ask what it is called and the natives reply “Barbecue Area” and is mistaken for BabaKiueria and this is what they name the country, BabaKiuera. The presenter Duranga Manika spends time with a typical white family so that she help others understand white people more. When the family’s youngest daughter is taken away (as a reference to the stolen
What does it mean to be “normal” What happens to those who fall outside of the normative standards? Barbara Perry borrows elements of Audrey Lorde’s conception of “the mythical norm” to receive a thorough understanding on why individuals who fall outside of the norm often feel oppressed. The mythical norm can be viewed as an ideology. It is a characteristic of society that maintains power, and creates oppression for others. Due to the power that the mythical norm contains, it also delivers a series of privileges that many whites may not realize that they have.
Chapter seven and eight discusses the effects of labeling criminals, and factors that leads to deviant behaviors. To begin, we look at the early days of crime, and how people were cast out as criminals. These individuals were subjected to harsh punishment, and throwing into dungeons. However, as time went on, criminologist begin to study crime. What is crime, why does it occur, and how can it cease?
In 1983, my mother Heather Chorley graduated high school and had just begun a new chapter in her life: college. Having never lived away from home for extended periods of time, college was a very big step for her. December of that year, Terms of Endearment came out. Whether the film was memorable because of the significance of that year for her or because, in just over two hours, it marries together all possible ups and downs of life in a graceful and tear-inducing way, it had a significant effect on my mother. Watching James L. Brooks ' 1983
In chapter 1, the main concept of text summarization and word sense disambiguation is introduced. Before starting Text summarization, first we, need to know that what a summary is. A summary can be defined as a non redundant text which gives important information of the original text, and is extracted from one or more sentences. We can say text summarization is the unique way, where a computer summarizes a text. A text is entered into the computer and a summarized text is returned as an output, which is a non redundant form of the original text.