In this article, two text-mining-related projects from different industries with different challenges are discussed to identify standard procedures and methodologies that can be used. In the gig work sector, one of the partners offers a platform solution for employee recruitment for temporary work. The work assessment is performed using short reviews for which a method for sentiment assessment based on machine learning has been developed. The other partner creates an information extraction service for business documents in the financial advice sector, including insurance policies.
Critically analyze the paper.
Which one of the text mining scenarios is more of a challenge to business?
Quality of statistical machine learning models
Being on the top of new methods or open-source software
Provide your reasoning and rationale behind your choice.
East Carolina University is required to write at least one research paper during their time. For a Communication Science and Disorders major, there will be a lot. Research papers in any major require some work from the student. Obviously, a student doesn’t know all the information already, so research on that specific topic is needed. There are three different types of sources that a student may use while in the process of creating a research paper. They are called scholarly, trade and popular sources. A scholarly source is normally the best source to look at while conducting research because they will hold a lot of worthy information. These sources are written by experts in the field, they must be peer-reviewed by several other scholars. Trade journal articles are a step down in intensity from a scholarly source. They are written by knowledgeable field workers and are generally not as long as a scholarly. A trade journal can still provide useful information during research, as they are published for fellow field workers. Lastly, a popular source is an article any general reader may see in a newspaper, magazine or online. They are written by journalists and are intended for the general public, making them on the less reliable side. It is important to know which type a source is and understand what each article contains to better your research. This paper will break down and focus on the anatomy of each source to better one understanding of scholarly, trade and popular sources. The most comprehensive article out of scholarly, trade and pop articles, is the scholarly journal articles. These articles are written by experts in a field of study or profession. They tend to be the longer, in-depth and evidence-based compared to ones that you could find through a trade journal or popular source. To some, it may be easy to find and determine if an article is a scholarly source, but others may not know. For the beginners, I will digest “Factors Affecting Career Choice Among Speech-Language Pathology and Audiology Students” by Communication disorders quarterly (1525-7401) 37 (2)” and show you the anatomy of a scholarly article. To begin with, the title of the text is in an enlarged font at the top of the article to provide researchers with a quick way to know what the article will be about. The names of the authors appear under the title of the article, in a font lar>GET ANSWER