Review the article by Hemmatian (2019), on classification techniques. In essay format answer the following questions: What were the results of the study? Note what opinion mining is and how it’s used in information retrieval. Discuss the various concepts and techniques of opinion mining and the importance to transforming an organizations NLP framework.

Write an essay of at least 500 words discussing how database auditing and monitoring fit within a SOX compliance framework.Do not copy without providing proper attribution. This paper will be evaluated through SafeAssign. Write in essay format not in outline, bulleted, numbered or other list format. Use the five paragraph format. Each paragraph must have at least five sentences. Include 3 quotes with quotation marks and cited in-line and in a list of references. Include an interesting meaninful title.Include at least one quote from each of 3 different articles. Use the Research Databases available from the Danforth Library, not Google. Place the words you copied (do not alter or paraphrase the words) in quotation marks and cite in-line (as all work copied from another should be handled). The quotes should be full sentences (no more, less) and should be incorporated in your discussion (they do not replace your discussion) to illustrate or emphasize your ideas.Cite your sources in a clickable reference list at the end. Do not copy without providing proper attribution (quotation marks and in-line citations).It is important that you use your own words, that you cite your sources, that you comply with the instructions regarding length of your submission Do not use spinbot or other word replacement software. Proof read your work or have it edited. Find something interesting and/or relevant to your work to write about.