In the references bellow three research papers for data quality in big data are presented. Write paragraphs to report on a comparison between the three papers:

1- Big Data Preprocessing: A Quality Framework.

2- Evaluation the Quality of Social Media Data in Big Data Architucture.

3- Data Quality: The other Face of Big Data.

You need to clearly identify the criteria you use for this comparison. You need also to identify the motivations, objectives, advantages, limitations, contributions, approach, methodology, issues, problems of each paper. Discuss how can you use such frameworks in Data and Information Quality Management.

References

[1] Immonen, Anne, Paakonen, Pekka, et Ovaska, Eila.Evaluating the quality of social media data in big data architecture. IEEE Access, 2015, vol. 3, p. 2028-2043.

[2] Taleb, Ikbal, Dssouli, Rachida, et Serhani, Mohamed Adel. Big data pre-processing: A quality framework. In: Big Data (BigData Congress), 2015 IEEE International Congress on. IEEE, 2015. p. 191-198.

[3] Barna Saha, Divesh Srivastava, "Data Quality: The other Face of Big Data", 2014 IEEE, ICDE Conference 2014. Page 1294 - 1297.