Reach Your Academic Goals.

Join Today to Score Better

Connect to the brainpower of an academic dream team. Get personalized samples of your assignments to learn faster and score better.

Connect to a Paper Expert

How can our experts help?

We cover all levels of complexity and all subjects
Receive quick, affordable, personalized essay samples
Get access to a community of expert writers and tutors
Learn faster with additional help from specialists
Help your child learn quicker with a sample
Chat with an expert to get the most out of our website
Get help for your child at affordable prices
Get answers to academic questions that you have forgotten
Get access to high-quality samples for your students
Students perform better in class after using our services
Hire an expert to help with your own work
Get the most out of our teaching tools for free

The Samples - a new way to teach and learn

Check out the paper samples our experts have completed. Hire one now to get your own personalized sample in less than 8 hours!

Competing in the Global and Domestic Marketplace:
Mary Kay, Inc.

Case study
Read Sample

Reservation Wage in Labor Economics

Read Sample

Pizza Hut and IMC: Becoming a Multichannel Marketer

Case study
High School
Read Sample

Washburn Guitar Company: Break-Even Analysis

Case study
Read Sample

Crime & Immigration

Read Sample

Interdisciplinary Team Cohesion in Healthcare Management

Case study
Read Sample

Customer care that warms your heart

Our support managers are here to serve!
Check out the paper samples our writers have completed. Hire one now to get your own personalized sample in less than 8 hours!
Hey, do you have any experts on American History?
Hey, he has written over 520 History Papers! I recommend that you choose Tutor Andrew
Oh wow, how do I speak with him?!
Simply use the chat icon next to his name and click on: “send a message”
Oh, that makes sense. Thanks a lot!!
Guaranteed to reply in just minutes!
Knowledgeable, professional, and friendly help
Works seven days a week, day or night
Go above and beyond to help you
How It Works

How Does Our Service Work?

Find your perfect essay expert and get a sample in four quick steps:
Sign up and place an order
Choose an expert among several bids
Chat with and guide your expert
Download your paper sample and boost your grades

Register a Personal Account

Register an account on the Studyfy platform using your email address. Create your personal account and proceed with the order form.


Submit Your Requirements & Calculate the Price

Just fill in the blanks and go step-by-step! Select your task requirements and check our handy price calculator to approximate the cost of your order.

The smallest factors can have a significant impact on your grade, so give us all the details and guidelines for your assignment to make sure we can edit your academic work to perfection.

Hire Your Essay Editor

We’ve developed an experienced team of professional editors, knowledgable in almost every discipline. Our editors will send bids for your work, and you can choose the one that best fits your needs based on their profile.

Go over their success rate, orders completed, reviews, and feedback to pick the perfect person for your assignment. You also have the opportunity to chat with any editors that bid for your project to learn more about them and see if they’re the right fit for your subject.


Receive & Check your Paper

Track the status of your essay from your personal account. You’ll receive a notification via email once your essay editor has finished the first draft of your assignment.

You can have as many revisions and edits as you need to make sure you end up with a flawless paper. Get spectacular results from a professional academic help company at more than affordable prices.

Release Funds For the Order

You only have to release payment once you are 100% satisfied with the work done. Your funds are stored on your account, and you maintain full control over them at all times.

Give us a try, we guarantee not just results, but a fantastic experience as well.


Enjoy a suite of free extras!

Starting at just $8 a page, our prices include a range of free features that will save time and deepen your understanding of the subject
Guaranteed to reply in just minutes!
Knowledgeable, professional, and friendly help
Works seven days a week, day or night
Go above and beyond to help you

Latest Customer Feedback


My deadline was so short

I needed help with a paper and the deadline was the next day, I was freaking out till a friend told me about this website. I signed up and received a paper within 8 hours!

Customer 102815


Best references list

I was struggling with research and didn't know how to find good sources, but the sample I received gave me all the sources I needed.

Customer 192816


A real helper for moms

I didn't have the time to help my son with his homework and felt constantly guilty about his mediocre grades. Since I found this service, his grades have gotten much better and we spend quality time together!

Customer 192815


Friendly support

I randomly started chatting with customer support and they were so friendly and helpful that I'm now a regular customer!

Customer 192833


Direct communication

Chatting with the writers is the best!

Customer 251421


My grades go up

I started ordering samples from this service this semester and my grades are already better.

Customer 102951


Time savers

The free features are a real time saver.

Customer 271625


They bring the subject alive

I've always hated history, but the samples here bring the subject alive!

Customer 201928



I wouldn't have graduated without you! Thanks!

Customer 726152

Frequently Asked Questions

For students

If I order a paper sample does that mean I'm cheating?

Not at all! There is nothing wrong with learning from samples. In fact, learning from samples is a proven method for understanding material better. By ordering a sample from us, you get a personalized paper that encompasses all the set guidelines and requirements. We encourage you to use these samples as a source of inspiration!

Why am I asked to pay a deposit in advance?

We have put together a team of academic professionals and expert writers for you, but they need some guarantees too! The deposit gives them confidence that they will be paid for their work. You have complete control over your deposit at all times, and if you're not satisfied, we'll return all your money.

How should I use my paper sample?

We value the honor code and believe in academic integrity. Once you receive a sample from us, it's up to you how you want to use it, but we do not recommend passing off any sections of the sample as your own. Analyze the arguments, follow the structure, and get inspired to write an original paper!

For teachers & parents

Are you a regular online paper writing service?

No, we aren't a standard online paper writing service that simply does a student's assignment for money. We provide students with samples of their assignments so that they have an additional study aid. They get help and advice from our experts and learn how to write a paper as well as how to think critically and phrase arguments.

How can I get use of your free tools?

Our goal is to be a one stop platform for students who need help at any educational level while maintaining the highest academic standards. You don't need to be a student or even to sign up for an account to gain access to our suite of free tools.

How can I be sure that my student did not copy paste a sample ordered here?

Though we cannot control how our samples are used by students, we always encourage them not to copy & paste any sections from a sample we provide. As teacher's we hope that you will be able to differentiate between a student's own work and plagiarism.

Social media analytics essay help

Opinions on the Social and Cultural

research experience essay writing format - 23 hours ago · Social media analytics (pp. ) companies provide integrated support that is helpful to many parts of a business. List and briefly describe the best practices in social media analytics. And. Social Network Analysis (pp. ) can help companies divide their customers into market segments by analyzing their interconnections. 10 hours ago · The best social media analytics tools that help content creators find their audience and refine their posts There are so many Instagram analytics tools out there that choosing one can be a bit. Sep 30,  · Hence Social media analytics tools are used by many big companies like Bank of Canada, Whirlpool etc. to interact with customers and getting feedback from them. The Sentiment Analysis procedure helps to detect the source, target and type of attitude and helps . apa bibliography for websites history

Weather report for fulton county pa library

Literary Analysis -- Analytical Essay

A Review of the Mountain Man and the Fur Trade in the 1800s - Jan 09,  · Write a 12 pages research paper on Big Data and Data Analytics on Social Media. Big Data and Data Analytics on Social Media. Cover: Include the names of those who participated in the project. Recommend a big data tool that will help you solve your problem or exploit the opportunity, such as Hadoop, Cloudera, MongoDB, or Hive. Currently, social media is not something to be ignored or excluded from consideration. Devices such as LinkedIn, YouTube or Facebook have moved the world to a totally different level. The use of social media nowadays has changed the individual relationships, by allowing persons to participate in a. Different methods and technologies have been evolving to use the internet in a better way. Social networking is one of those that have and have been making the internet exciting by the day. The latest buzz “Social Networking” added to make users more interactive with their friends (Ivanauskas, ). Writing tips for critique papers

Autocad assignments for civil

Reaction Paper Outline

pender theory of bedside report - In Introduction to Social Media Analytics, learners will be exposed to both the benefits and limitations of relying on social media data compared to traditional methods of marketing research. Partnering with a leading social media listening platform, this course provides learners with the foundational skills of social media listening including the creation of monitors and common social media metrics. Mar 19,  · Social media analysis will help identify the posts that generate the most interactions. By studying the posts, you can try to emulate the results or even adjust them to improve the results. Moreover, if you take a step back, social media analysis will help you identify social channels that are the most efficient for your business. Jan 28,  · Social media analytics Assignment | College Homework Help | Social media analytics (pp. ) companies provide integrated support that is helpful to many parts of a business. List and briefly describe the best practices in social media analytics. Social Network Analysis (pp. ) can help companies divide their customers into market segments by analyzing their interconnections. Londonderry Rotary | Facebook

How to report someone impersonating a soldier

An Overview of the Contemporary Science Topics

Canadas Prime Minister Mackenzie King - Essay on Social Media – Essay 3 ( Words) Introduction: The term ‘Social Media’ generated a great buzz in the world of internet users upon its arrival and soon became a huge thunder that was heard in every nook and corner of the Media is considered a technological marvel . Knowledge has typically been perceived as one of the fundamental strategic resources which can generate sustained enduring competitive advantage. Knowledge is recognized as the competence of people as well as organizations to comprehend and act in effective manner. Organizations which require. BUS5CA Customer Analytics and Social Media Semester 2 Assignment 1: Additional Technical Notes A. How to Import CSV or XLSX file to a SAS Library There are two way to help you achieve this. First way is to import the csv or xlsx file with the File Import Node and . A Report on an Article Information Technology Professionals Perceive Organizational Values and Manag

How does homework teach responsibility management

Jet set report beirut marine

Economics Thesis Lit Review - + Words Essay on Social Media. Social media is a tool that is becoming quite popular these days because of its user-friendly features. Social media platforms like Facebook, Instagram, Twitter and more are giving people a chance to connect with each other across distances. Dec 20,  · It’s a process that can only be accomplished with the help of social media data aggregated and monitored by robust web and social analytics tools. With the right social media analytics and comparison tools, even the smallest of businesses can compete for share of voice against the mightiest of global brands. Internal social media analytics tools. Several social networks provide the ability to analyze your efforts from within the platform themselves. The functionality of these tools can be a little restrictive compared to a specialized analytics tool, but as they are free and available to all, they are a good place to start. 2012 NHL Lockout

Essay/Term paper: the fall of the

Sample scholarship essays based on need

The Life of John Eisenhower, a United States Officer - Correct use of Social Media Analytics could help create significant meaning with the relevant data. 2. Social Media Analytics and Velocity. Data from Social Media is streaming at exceptional speed that must be dealt properly and many organizations face a great challenge with this high velocity data. 3. Social Media Analytics and Variety. Data. Privacy Issues With Social Media Essay They also make It easier to meet new people that you probably wouldn’t have otherwise connected with. The news and media have helped open up people’s eyes to see how easy it is for somebody to cheat on a social networking site like Faceable/Teller. These social media writing guide is a gateway to piquing the interest and attention of new readers. With the help of a professional writer, these tips can. writer kingsley first name in fashion today

Norman Malcolms Ontological

How does a news report start on the 2014

tobacco use essay writing books - Joe Gits, founder of Chicago-based Social Media Analytics, says he expects a turnover of $60m in two years from his system. SMA measures how far sentiment is from the norm for 8, US equities, from tweets by , people identified as financial professionals, active traders or market influencers. Creating a Social Media Strategy Essay Words | 6 Pages. significantly influenced by the use of social media and it radically transformed the use of internet. Understanding the impact of social media on personal, social and also institutional level can utilize it efficiently. TOPIC: Social Media Essay – Effect of Social Media on Individuals & Society ( words) Social Media Essay. Introduction. With the growing popularity of the internet, the effects of social media cannot be denied. Almost a quarter of the world’s population is on Facebook or any other form of social media. According to Frank Harris, in the bomb, is the violence ever justified? dissertation structure

Student grade report unthsc fac

An Analysis of Lamb to the Slaughter by Roald Dahl

Saniha Peshawar per Poetry - In order to unlock the power of your analytics, you need to know how to extract useful social media insights from them. In this post, you’ll learn how to: How to interpret the data you’ve found and get actual meaning from it. How to explain the numbers and more to a client or team. Oct 30,  · With the help of social analytics, you’ll know what content performs better. If your followers are responding strongly by sharing your image-based tweets, then you should focus on adding relevant images to all your tweets. Jul 28,  · Just like any other essay, social media essays may be assigned to teach students academic writing skills, but it’s vital that students analyze the positive and negative effects of social media and prevent the dangers it may pose. In this post, you will find everything you need to write a social media essay: interesting social media essay topics. Home - VCE English 2016

Character Traits in a Separate Peace

The Life of John Eisenhower, a United States Officer

Positive for High Risk HPV - Recent Essays. We can work on An emerging brain technology that you think may be useful in the future; We can work on Social media intelligance analytics; We can work on FIU The Coping Methods in Adulthood and How They Have Been Used Discussion – Assignment Help; We can work on Water on Mars Light from the Stars. Social media marketing has become a necessity, one that is imposed to the business by the overall presence and impact social networks have on the users. In spite of the fact that social media presence has become a necessity, there are numerous ways to leverage social media presence into improving your business, and here are some of the major. May 25,  · Add Social Media Goals in Google Analytics. Now that you have set up a Google Analytics tracking code for your website, it’s time to add your social media goals to your Google Analytics Dashboard. Some of the most common goals are . dairy farming project report pdf 2015 tax

Red drum tackle shop fishing report

MIT Submitted Essay Samples — College Confidential

Economics Thesis Lit Review - Nov 30,  · The Importance of Social Media and Web Analytics, discussion help “The Importance of Social Media and Web Analytics” Please respond to the following: * From the scenario, prioritize the most significant components of a social media campaign according to the level of influence each could have on the new product launch. How Banks Can Use Social Media Analytics To Drive Business Advantage. Strategic use of social media can dramatically impact not only how banks market their products and services, but also how they conduct. risk management, product and service design, business forecasting, competitive analysis and customer education. Executive Summary. Jul 01,  · Meanwhile, Lululemon also takes advantage of paid Facebook advertising while also double-dipping their Instagram content. This Facebook ad provides a glimpse of how retailers can roll out a hybrid social media strategy that features paid ads in addition to organic content.. Lululemon has also managed to master Pinterest for business, promoting pins and inspiration boards featuring their . dissertation abstracts music online

Greenisland primary school inspection report

How to write chapter 3 of a thesis methodology

Gold Necklace - Elder Scrolls - Wikia - Aug 02,  · Social media is deeply linked to a series of platforms (Facebook, LinkedIn, YouTube, etc.) that control distribution. They are the plumbing that allows (or doesn’t allow) content to spread. To Gather Feedback: Social media accounts have tons of raw data that can be effectively transformed into “feedback” and analytics. Apart from being able to generate useful figures, you can also use your social media accounts to conduct survey and polls. Social media provides us with a simple and speedy platform for our market research. Social media can act as a brilliant way to engage with your audience in real time, and social media analysis helps gain a better understanding of your audience’s needs. Using analytics, it’s easy to see which type of content best engages your audience, encourages the most link . A Issue of Binge Drinking in Girls Gone Wild

All quiet on the western front character quotes

A Issue of Binge Drinking in Girls Gone Wild - Yes i am agree with you as social media analytics help in many way like it help in decision making, making further strategy, analysis of audience so it help in many way. Thank you for sharing amazing article keep up the good work. 0. Reply. Translate. riya. 1 year ago Amazing article i like it the way you present your article information. yes i. Check what a social media essay is and which distinctive features it has. Discover what you should include in your essay about social media. Have a look at the killer social media titles and choose the best one. Consider great essay samples to know what effects you should use to hook the reader. In recent years, social media are said to have an impact on the public discourse and communication in the society. In particular, social media are increasingly used in political context. heat conduction experiment report format

Article vi of the u s constitution review

Teen Pregnancy help essay writing - Jul 26,  · Social media is defined as web-based and mobile-based Internet applications that allow the creation, access and exchange of user-generated content that is ubiquitously accessible (Kaplan and Haenlein ).Besides social networking media (e.g., Twitter and Facebook), for convenience, we will also use the term ‘social media’ to encompass really simple syndication (RSS) feeds, blogs, wikis. Feb 22,  · It turns out there are many ways to use social media for storytelling! In this post, I’d love to share 20 actionable ways to use social media for storytelling. Ready to dive in? Navigating this article. To make it easier to navigate this article, the 20 ideas are grouped according to the various social media . Sep 10,  · 3.? Overall analysis of investment in social media analyAcs. 4.? Conclusion. Background. This is an individual assignment, which requires you to demonstrate an understanding of how an investment in social media analytics can generate business value and improve a business’ overall competitiveness, by producing a word report on your findings. An Analysis of the Climate Change and Its Effects

This page of the essay has words. Download the full version above. Abstract: The growing use of Internet and web-enabled devices has made it easier for us to access any kind of information anytime social media analytics essay help from anywhere. People are always social media analytics essay help to know the feedbacks of products and services they are interested on and social media analytics essay help always happy social media analytics essay help get feedbacks from others. So social media analytics essay help matters in our decision making. Sometimes reviews made by different people can help to take many difficult decisions. Nowadays there are a lot of resources for getting feedbacks from. The use of online social media shows us how differently the information is produced, represented and consumed.

As we know that the information in social media is transmitted via social interactions, we have to understand how the information influences the personal behavior. Web is social media analytics essay help huge database from where user can access information and can interact with the different groups of people, business organization and can create the content. We can use the ratings and feedbacks of thousands of the users to extract their attitudes and sentiment towards any product or services and utilize those data and information for future market and social media analytics essay help domain analysis.

The use of the online social media for getting peoples opinion, appraisal, attitudes and approval regarding the products and services makes it easier for decision making but adds the complexity regarding the information processing to extract the correct opinions. Key words I. Nowadays social media is a part of everyday life. People use it at social media analytics essay help once every day. Sentiment analysis extracts the subjective information from the text or sentences being studied. More specifically the sentiment analysis determines the attitudes of social media analytics essay help individual regarding some topics.

The attitudes can be directed towards positivity, negativity or can be neutral. The advanced form of sentiment analysis determines the emotional states like happy, sad, and angry. The earlier development in the sentiment analysis is mainly focused on towards the social media analytics essay help of polarity of products review and the review of the social media analytics essay help. The different business organization is always looking to improve within itself and its services for the customers and wants to get some feedbacks from them so that it can improve in the future. Hence Social media analytics tools are used by many big companies like Bank of Canada, Whirlpool [1] etc.

The Sentiment Analysis procedure helps to detect the source, target and type of attitude and helps social media analytics essay help distinguish the attitude of texts. Potential customer always wants to have some idea about the services or the products before buying them. The individuals or organizations are increasingly using opinions from the media The Irony of Death as Portrayed in A Formal Application like personal blogs, review sites and social networks for their decision-making.

However, current web consists of millions of social media and each with the diverse opinions. It is always challenging to accurately summarize the social media analytics essay help and information from those media. We custom writing service - Write My beings have different nature and opinion towards same products or services. Social media analytics essay help differ from individual-to-individual and from time to time on the same content.

As a human nature, we take our opinions quite seriously since it is our amanita muscaria trip report erowid lsd and close to our thoughts. So it is always a big challenge to have consistent opinions about a social media analytics essay help or a service. There should be A Company Overview of DuPont Corporation mechanism that automates and summarizes all those human opinion to get unbiased and correct information. In this chapter, we will be dealing with basics of social media analytics to the opinion mining problem, as well as we will see various research and challenges in the field of sentiment analysis, the key technical issues that need to be addressed.

We will then describe various semantic analysis techniques that have been studied in the research literature and their representation techniques. After that, we will social media analytics essay help the methods to social media analytics essay help the sentiment and the current and future issues of semantic analysis. Opinion extraction and gather information from millions of web content and to summarize them to social media analytics essay help the correct results is one of the big challenges of sentiment analysis technique. There is still a social media analytics essay help to have clear and better mechanism to mine these huge amounts of data to get the correct results.

Opinion-mining systems analyze the parts of the text or sentence in the aspects of who are the author, what the opinion is and which part is mainly expressed [2]. Sentiment analysis determines the subjectivity, polarity and the polarity strength of the content in the text or in the sentence. The polarity defines positivity or negativity whereas the polarity strength defines how the opinion is motivated like weakly positive, annotated bibliography owl purdue linking positive or strongly positive.

Sentiment analysis approach can be categorized into keyword spotting, statistical analysis, lexical affinity and concept level methods [3]. Earlier sentiment analysis was mainly focused on product reviews and thesis journals in psychology reviews social media analytics essay help now it is focused on plethora of application ranging from forum, social networks, blogs, product reviews and so on. The main objective of the sentiment analysis is to detect the subjective information and determine the mindset of the author towards the subject to be studied.

Figure 1: Conceptual Model of Sentiment Analysis Sentiment analysis determines the attitudes on the basis of holder of the attitude, target of the attitude, and type of attitude from set of type like love, hate or simply from polarity like positive, negative or neutral. This can be done with the help of some text or sometimes we might consider whole documents. Sentiment analysis can be used in all sorts of task. Some of them are in the field of public sentiment to know the customer confidence, to know what people think about the new products, in the field of politics to know how social media analytics essay help think about the candidate and their issues.

Some companies social media analytics essay help sentiment analysis for market analysis prediction and movies industries use social media analytics essay help to get the reviews of the movies to get the feedback to know whether the audience have positive, negative social media analytics essay help neutral social media analytics essay help. Object and Features Object is used to denote the target entity. An object can have a set of components and some set of attributes.

The object with components and attributes is known as feature of that object. Opinion Holder Opinion holder is the one who express the opinion about the entity being observed. Opinion holder can be author of the social media analytics essay help or organization that holds the particular opinion about the product or services [4]. Opinion and Orientation An opinion on a feature can be positive, negative or neutral view on social media analytics essay help feature. Positive, negative and neutral views are called opinion orientations.

The model, model of an opinionated text and mining objectives are collectively called as the feature-based sentiment analysis model. Opinion can be of two types namely regular opinion and comparative opinion [4]. Regular opinion expresses opinion on target entity. The opinion Deaf People Now Movement can be positive, negative or neutral. The comparative opinion compares more than one entity to determine the sentiment. It is usually conveyed using the comparative or superlative form of an adjective or an adverb, e. After movies I am feeling energetic. Social media analytics essay help Classification In this method the given text or sentences is divided into social media analytics essay help classes namely objective and subjective.

The subjectivity of the words or phrase depends on the context. Su [6] results are largely dependent on the definition of subjectivity used when annotating texts. However, Pang [7] showed that removing objective social media analytics essay help from a document before classifying its polarity helped improve performance. Sentiment Classification It classifies the text as having positive opinion or having negative opinion. Sentiment classification can be a binary classification positive or negative [8], multi-class classification extremely negative, negative, neutral, positive or extremely positiveregression or ranking [9].

Depending upon the application of the sentiment analysis, sub -tasks of opinion holder extraction and object feature extraction are optional. Opinion Header Classification The sentiment Analysis approach involves task like opinion holder extraction, i. Detection of opinion holder is to recognize direct or indirect sources of opinion. The opinion holder Welfare Prozac Cover Art is very important in the cases where same opinion holder can express multiple opinions. In those cases opinion holders are identified by name and login credentials. The opinion in blogs, social media and in review sites have specified intention towards topic hence to find out the target entity is necessary in such scenarios to extract the features.

A reviewer can have different opinions about the features and components of the target entity so feature based analysis are important issues in sentiment analysis [11]. Document Level The document whose sentiment has to be determined is considered as a basic unit for sentiment analysis purpose. This approach assumes that single opinion holder holds the opinion. The positive and negative reviews can be classified by using various available machines learning approach. They experimented with three classifiers Naive Bayes, maximum entropy, and support vector machines and features like unigrams, bigrams, term frequency, term presence and position, and parts-of-speech.

They have concluded that SVM classifier works best and that unigram presence information was most effective [9]. Pang and Lee formulated Document level sentiment analysis as a regression problem [9]. Supervised learning was used to predict rating scores. Sentence Level This method is based on identifying the subjective sentence from the mixture of sentences. The main problem with cambo report huawei p8 lite black level analysis is that it can extract information from objective sentence hence sentence level sentiment analysis is needed for subjective analysis.

The social media analytics essay help learning method is used to identify the subjective sentence. Word Level It uses mostly adjectives as features. Researcher also uses some verbs, nouns and adverbs as features [7, 12]. In this method, a list of word is created social media analytics essay help is extended with synonyms and antonyms using online dictionary. The sentiment of the word is determined by how the unseen words interacted with the previously defined words in the list. The positive and negative sentiments of the words and the orientation of words are calculated with the help lexical relation.

The dictionary method is not domain specific so it faces polarity classification problem. It is always difficult to distinguish the polarity as a negative or positive for certain word in certain situation [13]. The association relationship between an unknown word and a set of manually selected seeds like excellent and poor was used to classify it as positive or negative.

The degree of association between the unknown word and the seed words was determined by counting the number of results returned by web searches in the AltaVista Search Engine joining the words with the NEAR operator and calculating the point-wise mutual information between them [13]. Hence feature based analysis is required. Social media analytics essay help extracts the feature of the products. Yi et al. For each sentiment phrase detected, its target and final polarity is determined based on a sentiment pattern database. Hu and Lui [7] use heuristic method to extract the most frequent noun or noun phrase using association mining.