Sentiment Analysis : The Language Processing

This section discuss about the common traits or ideas observed in the three research topics. Although, each of the three articles discuss a unique idea, all of them are aimed at utilizing the web data to produce better results. Web data mining is a hot research topic in the current realm of big data. These papers discuss about the utilization of the valuable user generated data from the social media or the browser cookies to provide the best user experience in order to maintain the user interest in the company's product or to take effective decisions by an individual. All the three articles propose an idea to solution the problem stated, compared their results to the existing models and showed significant improvement.

Here we discuss about the common traits or ideas observed in the three research topics. Although, these three papers discuss about different ideas, they all fall under the web data mining domain. web data mining is a hot research topic in the current realm of big data. These papers discuss about the utilisation of the valuable user generated data from the social media or the the browser cookies to provide the best user experience in order to maintain the user interest in the company's product or to take effective decisions by the individual.

The “Declaration of Sentiments” authored by Elizabeth Cady Stanton from the Seneca Falls Convention is a document that insists in written form that the government should allow women to practice their rights. Back then, women were not allowed to vote or use their voice but, now during the times “The Awakening” was written by Kate Chopin, women had more privileges and rebellious attitude. The main character, Edna Pontellier has more freedom and self-rule than any other woman back in 1848.

"We hold these truths to be self-evident, that all men are created equal, that they are endowed by their creator with certain unalienable rights, that among these are life, liberty and the pursuit of happiness"(US Declaration of Independence). Equality is a fundamental principle that has helped form our law system to what it is today. Since the Declaration of Independence we have been able to expand who should be included when our law system addresses equality. Today law, regarding gender equality has progressed significantly. Examining American history, it is evident to notice oppression women's faced from the time prior to the Declaration of Sentiments in 1848 to the Civil Rights act of 1964 and even today in some instances; the strive for equality amongst genders is a conflict that has come a long way, but still needs to be addressed accordingly.

Like any major changes that happen within a society, there are usually people who have fought long and hard, or perhaps, have held powerful positions which enabled them to facilitate change. There were many women in history who were brave enough to speak against their religion and offer new teachings, women who were bold enough to bear arms, women in power who used their voice to speak against sexisism, and a woman who understood what it meant to live in two cultures and plainly prefer one over the other.

I have recently acquired and read The Declaration of Sentiments, and I found the interest of telling you the three grievances I found most important and least important about the declaration. I will start by listing the three most important grievances, followed by listing the three least important grievances of the document.

Women all over this world have been mistreated in every way possible. The Declaration of Sentiments and Declaration of rights promotes equality for women in every way possible. The founding mothers modeled their statements after the Declaration of Independence to show the importance of this document, however this deliberate illusion suggest how America mirrors Great Britain in the face of women. America has been bias against women and girls. America is dominated by males. The Government has laws that conflicts with the true happiness of women for example birth control pillls. the legal standing and treatment for women was classified as un-Americanized due to the fact that women had no legal rights to own property, had no right to vote, earn

In 1848, Elizabeth Stanton and Lucretia Mott organized a women’s rights convention. The convention was held to address the social, civil, and religious condition and rights of women. The first day meeting began with women exclusively invited, the second day was held for the public which included men. Elizabeth wrote the Declaration of Sentiments which is a disquisition about women’s right and their role in society. In the SENECA FALLS WOMEN’S RIGHTS CONVENTION, the author emphasizes the importance of women’s participation in leadership roles in society. By mimicking the Declaration of Independence Stanton was able to speak amongst many who were concerned about equality with men before the law, in education, and employment. During the 18th century,

Question 1: Men have always been the ones deemed with upmost power over everything in life including law and land. Power is having the ability to influence or control the behavior of people. The relations of man and woman around the time of “The Discord” article were man had complete control especially in marriage. “He has compelled her to submit to laws…withheld from her rights…made her civilly dead…an irresponsible being”. These withdrawals from the text show the relationship between man and wife and how man also has control even over single women. Men controlled the laws these women lived by and kept them from advancing as men were allowed to advance such as in institutions and law making. The Declaration of Sentiments reveled the nature of gender relationships in nineteenth

Personally I do like the idea of linking such natural phenomenon to emotions. It would be great if you can share more about the project — you can come to one of project TAs' OH once we reach week 3. The following notes is some open-ended questions/thinkings based on your post. Please feel free to follow up.

Document opinion analysis is about classifying the overall document that have sentiment words expressed by the authors. The task is to determine whether a document is positive, negative or neutral (Wawre & Deshmukh). Document level categorization attempts to classify sentiments in web forum postings, blogs, movie and news

a classiers exactness. A low precision can also indicate a large number of False

With the increased and widespread use of technologies, interest in data mining has increased rapidly. Companies are now utilized data mining techniques to exam their database looking for trends, relationships, and outcomes to enhance their overall operations and discover new patterns that may allow them to better serve their customers. Data mining provides numerous benefits to businesses, government, society as well as individual persons. However, like many technologies, there are negative things that caused by data mining such as invasion of privacy right. This paper tries to explore the advantages as well as the disadvantages of data mining. In addition, the ethical and global issues regarding the use of data mining

In a global economy, mining the opinion relations between opinion targets and opinion words was the key to collective extraction. To this end, the most adopted techniques have been nearest-neighbor rules and syntactic patterns. To improve the performance of these methods, we can specially design exquisite, high-precision patterns. However, with an increase in corpus size, this strategy is likely to miss more items and has lower recall. In this paper proposes a novel approach based on the partially-supervised alignment model, which regards identifying opinion relations as an alignment process. Compared to the traditional unsupervised alignment model, the proposed model obtains better precision because of the usage of partial supervision. Compared to syntax-based methods, our word alignment model effectively alleviates the negative effects of parsing errors when dealing with informal online texts. The objective is to propose a method based on a monolingual Word alignment model (WAM). An opinion target can find its corresponding modifier through word alignment. In addition, the WAM can integrate

The exponential growth of the data may lead us to a time in future where huge amount of data would not be able to be managed easily. Text Classification is done through Text Mining study which would help sorting the important texts from the content or a document to manage the data or information easily.