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Principles of data quality management
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Mid Term Exam – ISDS 415- Spring 2015
To answer the following questions you may use marketing, financial reporting, social media analytics, etc. functions in an organization. (80 points)
In order to answer parts a through d for question #1 and to avoid the over usage of the phrase ‘this company’, I will create a fictitious company called Goliath’s Jerky Snacks. Goliath’s Jerky Snacks is a small-sized company which sales a variety of jerky snack products. They have been seeing a lot of growth in the past two years and as a result, the CEO and owner, David Hannigan, would like to have a data warehouse developed for his company.
Describe the process to develop a data warehouse.
If Goliath’s Jerky Snacks uses a system or systems to collect data for its company, they will need to develop a data warehouse to sift through all of this data. If this company collects data, but does nothing to sift through and analyze it, then they could be missing out on valuable information which could be
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When deciding upon which architecture to use for data warehousing at Goliath’s Jerky Snacks, some issues which need to be considered are:
1
What kind of analysis does Goliath’s Jerky Snacks wish to accomplish?
Are they more interested in historical data analysis or predictive analysis?
2
Is the necessary data being gathered in order to support the desired analysis?
For example, if Goliath’s Jerky Snacks wishes to have its employee sales data incorporated into the data warehouse, it is important that they have those sales records available.
3
Where is this data located?
Is this data being tracked in a certain system or systems within the company? Is it being recorded by hand, using spreadsheets, etc.?
4
Does this data need to be cleaned? If so, how much does it need to be cleaned?
Are there a lot of errors, such as duplicate records, repetitive data, or old entries?
Value. Value is what matters to a person i.e. how valuable big data is to one.
In today’s society, technology has become more advanced than the human’s mind. Companies want to make sure that their information systems stay up-to-date with the rapidly growing technology. It is very important to senior-level executives and board of directions of companies that their systems can produce the right and best information for their company to result in a greater outcome and new organizational capabilities. Big data and data analytics are one of those important factors that contribute to a successful company and their updated software and information systems.
The Information System is aimed to further assist the marketing departments in local and foreign regions. By looking at human activity in the organisation, we can develop a more successful approach to obtaining and analysing market research.
Among the billions of social media users, there is a percentage dedicated to businesses who use social media as part of their marketing strategy. The sheer number of people who use services like Facebook and Instagram on a daily
The accuracy of data input is extremely important. There are several types of data input. They all provide different aspects of data accuracy. There is Copy and paste method, Typing of data input manually, Verbal through
What was clear in the case was the lack of international business experience on the part of DataClear's senior managementa serious shortcoming. Before thinking about going global, DataClear must get smarter about the international scene and get some real expertise on board.
First you need to identify the organization’s internal and external resources, organization’s strengths and weaknesses as compared to its competitors and the opportunities it has for better utilization of resources.
Next, the management information systems are business functions like accounting and human resources, which moves information about people, products, and processes across the company which facilitates decision making and problem solving (Baltzan, p.14) Electronic communications such as Facebook and Twitter have provided many new tools to ...
A lot of data are not on a digital mode. (A lot is still on a paper format.) So that kind of information is very difficult to find. Some studies explain that it is nearly 25% of the effort of some employee. If all information would be easy to find on easy networks companies will win in transparency of the information. Because this effort is real...
of multiple types of end users. The data is stored in one location so that they
This white paper identifies some of the considerations and techniques which can significantly improve the performance of the systems handling large amounts of data.
“Recruiting and Marketing are Top Benefits of Social Media.” HR Focus 87.1 (2010): 1: S1. ProQuest Research Library. Web. 24 Apr. 2014.
Databases and tracking tools give companies the ability to know the finer details in order to foster that relationship and allow customer service agents to provide that intimate service to a customer even when they have never spoken before. Customers have come to expect this level of focused customer service and depend upon the investment they have made in the company by establishing an interactive relationship with
Data can be organized a specific way for each business to be able to get the best use. Employees can also access the system at the same time but in different ways. For example, the customer service team can pull up documents and keep track of complaints at the same time that the marketing team is in a