Analytics Data Science And Artificial Intelligence Systems For Decision Support 11th Edition Ramesh Sharda, Dursun Delen, Efraim Turban - Solutions

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For each of the following software packages, check the trade literature and the Web for details and explain how computerized collaborative support system capabilities are included: Lync, GroupSystems, and WebEx.
Compare Simon’s four-phase decision-making model to the steps in using GDSS.
A major claim in favor of wikis is that they can replace e-mail, eliminating its disadvantages (e.g., spam). Go to socialtext.com and review such claims. Find other supporters of switching to wikis. Then find counterarguments and conduct a debate on the topic.
Search the Internet to identify sites that describe methods for improving meetings. Investigate ways that meetings can be made more effective and efficient.
Go to groupsystems.com and identify its current GSS products. List the major capabilities of those products.
Go to the Expert Choice Web site (expertchoice.com) and find information about the company’s group support products and capabilities. Team Expert Choice is related to the concept of the AHP described. Evaluate this product in terms of decision support. Do you think that keypad use provides
Based in Mason, Ohio, Luxottica Retail North America (Luxottica) is a wholly owned retail arm of Milan-based Luxottica Group S.p.A, the world’s largest designer, manufacturer, distributer and seller of luxury and sports eyewear. Employing more than 65,000 people worldwide, the company reported
Go to teradatauniversitynetwork.com and search for case studies. Read cases and white papers that talk about Big Data analytics. What is the common theme in those case studies?
The Bank’s highly respected derivatives team is responsible for over one-third of the world’s total derivatives trades. Their derivatives practice has a global footprint with teams that support credit, interest rate, and equity derivatives in every region of the world. The Bank has earned
At teradatauniversitynetwork.com, find the SAS Visual Analytics white papers, case studies, and hands-on exercises. Carry out the visual analytics exercises on large data sets and prepare a report to discuss your findings.
One of the application areas where Big Data and analytics promise to make a big difference is arguably the field of politics. Experiences from the recent presidential elections illustrated the power of Big Data and analytics to acquire and energize millions of volunteers (in the form of a
eBay is the world’s largest online marketplace, enabling the buying and selling of practically anything. Founded in 1995, eBay connects a diverse and passionate community of individual buyers and sellers, as well as small businesses. eBay’s collective impact on e-commerce is staggering: In
At teradatauniversitynetwork.com, go to the podcasts library. Find podcasts about Big Data analytics. Summarize your findings.
Go to teradatauniversitynetwork.com and search for BSI videos that talk about Big Data. Review these BSI videos and answer case questions related to them.
Employing 6,000 people, Dublin City Council (DCC) delivers housing, water and transport services to 1.2 million citizens across the Irish capital. To keep the city moving, the council’s traffic control center (TCC) works together with local transport operators to manage an extensive network of
Go to the teradata.com and/or asterdata.com Web sites. Find at least three customer case studies on Big Data, and write a report where you discuss the commonalities and differences of these cases.
Founded as a credit agency in Mainz, Germany, in 1879, Creditreform has grown to now serve more than 163,000 members from 177 offices across Europe and China as one of the leading international providers of business information and receivables management services. Creditreform provides a
Go to IBM.com. Find at least three customer case studies on Big Data, and write a report where you discuss the commonalities and differences of these cases.
This case study is about one of the largest U.S. telecommunications organizations, which offers a variety of services, including digital voice, high- speed Internet, and cable, to more than 24 million customers. As a subscription-based business, its success depends on its IT infrastructure to
Go to cloudera.com. Find at least three customer case studies on Hadoop implementation, and write a report where you discuss the commonalities and differences of these cases.
Go to MapR.com. Find at least three customer case studies on Hadoop implementation, and write a report where you discuss the commonalities and differences of these cases.
Go to hortonworks.com. Find at least three customer case studies on Hadoop implementation, and write a report where you discuss the commonalities and differences of these cases.
Go to marklogic.com. Find at least three customer case studies on Hadoop implementation, and write a report where you discuss the commonalities and differences of these cases.
Go to youtube.com. Search for videos on Big Data computing. Watch at least two. Summarize your findings.
Go to google.com/scholar and search for articles on stream analytics. Find at least three related articles. Read and summarize your findings.
Enter google.com/scholar and search for articles on data stream mining. Find at least three related articles. Read and summarize your findings.
Search the job search sites like monster.com, careerbuilder.com, and so forth. Find at least five job postings for data scientist. Identify the key characteristics and skills expected from the applicants.
Enter google.com/scholar and search for articles that talk about Big Data versus data warehousing. Find at least five articles. Read and summarize your findings.
A patent is a set of exclusive rights granted by a country to an inventor for a limited period of time in exchange for a disclosure of an invention (note that the procedure for granting patents, the requirements placed on the patentee, and the extent of the exclusive rights vary widely from country
Visit teradatauniversitynetwork.com. Identify cases about text mining. Describe recent developments in the field. If you cannot find enough cases at the Teradata University network Web site, broaden your search to other Web-based resources.
Examine how textual data can be captured automatically using Web-based technologies. Once captured, what are the potential patterns that you can extract from these unstructured data sources?
Survey some text mining tools and vendors. Start with clearforest.com and megaputer.com. Also consult with dmreview.com and identify some text mining products and service providers that are not mentioned in this chapter.
The 1823 Call Centre of the Hong Kong government’s Efficiency Unit acts as a single point of contact for handling public inquiries and complaints on behalf of many government departments. 1823 operates round-the-clock, including during Sundays and public holidays. Each year, it answers about 2.65
What is text mining? How does it differ from data mining?
Why do you think most of the text mining tools are offered by statistics companies?
Go to teradatauniversitynetwork.com or locate white papers, Web seminars, and other materials related to text mining. Synthesize your findings into a short written report.
Interview administrators in your college or executives in your organization to determine how text mining and Web mining could assist them in their work. Write a proposal describing your findings. Include a preliminary cost–benefits analysis in your report.
Find recent cases of successful text mining and Web mining applications. Try text and Web mining software vendors and consultancy firms and look for cases or success stories. Prepare a report summarizing five new case studies.
Driven by advancements in Web-based information technologies and increasing globalization, computer-mediated communication continues to filter into everyday life, bringing with it new venues for deception. The volume of text-based chat, instant messaging, text messaging, and text generated by
What do you think are the pros and cons of choosing a free text mining tool over a commercial tool?
Browse the Web and your library’s digital databases to identify articles that make the natural linkage between text/Web mining and contemporary business intelligence systems.
Go to your library’s online resources. Learn how to download attributes of a collection of literature (journal articles) in a specific topic. Download and process the data using a methodology similar to the one explained in Application Case 7.5.Data from Case 7.5Whirlpool is the world’s leading
Go to statsoft.com. Select Downloads and download at least three white papers on applications. Which of these applications may have used the data/text/Web mining techniques?
The company is a financial services firm that provides a broad range of solutions and services to a global customer base. The company has a comprehensive network of facilities around the world, with over 5000 associates assisting their customers. Customers lodge service requests by telephone,
In your own words, define text mining and discuss its most popular applications.
Go to teradatauniversitynetwork.com and find a case study named “eBay Analytics.” Read the case carefully, extend your understanding of the case by searching the Internet for additional information, and answer the case questions.
Find a readily available sentiment text data set and download it into your computer. If you have an analytics tool that is capable of text mining, use that; if not, download RapidMiner (rapid-i.com) and install it. Also install the text analytics add-on for RapidMiner. Process the downloaded data
Go to sas.com. Download at least three white papers on applications. Which of these applications may have used the data/text/Web mining techniques?
Researchers conducting searches and reviews of relevant literature face an increasingly complex and voluminous task. In extending the body of relevant knowledge, it has always been important to work hard to gather, organize, analyze, and assimilate existing information from the literature,
Go to teradatauniversitynetwork.com and find a sentiment analysis case named “How Do We Fix and App Like That!” Read the description and follow the directions to download the data and the tool to carry out the exercise.
Go to ibm.com. Download at least three white papers on applications. Which of these applications may have used the data/text/Web mining techniques?
Using SAS Text Miner, the Parks Division is able to reduce a three-week process down to a couple of days, and discover new insights in a matter of minutes. The solution has not only automated manual tasks, but also provides insight into both structured and unstructured data sources that was
Go to teradata.com. Download at least three white papers on applications. Which of these applications may have used the data/text/Web mining techniques?
Every day, a substantial amount of new customer feedback data—rich in sentiment, customer issues, and product insights—becomes available to organizations through e-mails, repair notes, CRM notes, and online in social media. Within that data exists a wealth of insight into how customers feel
Go to fairisaac.com. Download at least three white papers on applications. Which of these applications may have used the data/text/Web mining techniques?
With the passage of the healthcare law, many health plan members were perplexed by new rules and regulations and concerned about the effects mandates would have on their benefits, copays, and providers. In an attempt to ease concerns, health plans such as Blue Cross Blue Shield of North Carolina
Go to salfordsystems.com. Download at least three white papers on applications. Which of these applications may have used the data/text/Web mining techniques discussed in this chapter?
Go to clarabridge.com. Download at least three white papers on applications. Which of these applications may have used text mining in a creative way?
Go to kdnuggets.com. Explore the sections on applications as well as software. Find names of at least three additional packages for data mining and text mining.
What types of online information can be collected using of Web crawlers? Discuss how organizations could use this information for decision making.
We normally search for answers to our problems outside of our immediate environment. Often, however, the trouble stems from within. In taking action against global terrorism, domestic extremist groups often go unnoticed. However, domestic extremists pose a significant threat to U.S. security
Explain how the size and complexity of the Web makes knowledge discovery challenging.
Examine how Web-based data can be captured automatically using the latest technologies. Once captured, what are the potential patterns that you can extract from these content-rich, mostly unstructured data sources?
Write a brief report on the effectiveness of your educational institution’s current SEO illustrating with your findings and recommendations. How can effective SEO strategies influence the number of potential students and their characteristics?
IGN Entertainment operates the Internet’s largest network of destinations for video gaming, entertainment, and community geared toward teens and 18- to 34-year-old males. The company’s properties include IGN.com, GameSpy, AskMen. com, RottenTomatoes, FilePlanet, TeamXbox, 3D Gamers, VE3D, and
What is Web mining? How does it differ from regular data mining or text mining?
What are the reasons/motivations behind the exponential growth of social media analytics?
What are the limitations of a simple keyword-based search engine? How does Web mining address these deficiencies?
Interview administrators in your college or executives in your organization to determine how Web mining is assisting (or could assist) them in their work. Write a proposal describing your findings. Include a preliminary cost–benefit analysis in your report.
How would Web usage mining ensure content generation and user management on a site of your choice? Referring to the chapter, carry out a basic off-site analysis for the site and suggest steps to improve its user retention strategy.
The Allegro Group is headquartered in Posnan, Poland, and is considered the largest non-eBay online marketplace in the world. Allegro, which currently offers over 75 proprietary Web sites in 11 European countries around the world, hosts over 15 million products and generates over 500 million page
How do people use social media? What are the evolutionary levels of engagement?
Define Web mining? How is it different from Web analytics?
Go online, search for publicly available Web usage or social media data files, and download one of your choice. Then, download and use one of the free tools to analyze the data. Write your findings and experiences in a professionally organized report.
Use social media Websites to gauge opinions about a clothing brand among a sample of your immediate friends. Identify examples of how social networks influence product selection.
Because of the widespread use of free Internet tools and techniques (VoIP, video conferencing tools such as Skype, free phone calls within the United States by Google Voice, etc.), the telecommunication industry is going through a tough time. In order to stay viable and competitive, they need to
How does Web content mining increase a company’s efficiency and competitive advantage?
Visit openwebanalytics.com and compare the functionality of this open source tool with its competitors. Distinguish between the two. Why would companies purchase web analytics solutions?
C3 Presents creates, books, markets, and produces live experiences, concerts, events, and just about anything that makes people stand up and cheer. Among others, they produce the Austin City Limits Music Festival, Lollapalooza, as well as more than 800 shows nationwide. They hope to see you up in
How can we collectively use Web content mining, Web structure mining, and Web usage mining for business gains?
Go to www.google.com/adwords and download at least three success stories. Does the existence of services such as Google AdWords affect the need for SEO in any way? Justify your answer.
eHarmony launched in the United States in 2000 and is now the number-one trusted relationship services provider in the United States. Millions of people have used eHarmony’s Compatibility Matching System to find compatible long-term relationships; an average of 542 eHarmony members marry every
What are authoritative pages, hubs, and hyperlinkinduced topic search (HITS)? Discuss the differences between citations in research articles and hyperlinks on Web pages.
Go to kdnuggets.com. Explore the sections on applications as well as software. Find names of at least three additional packages for Web mining and social media analytics.
Define a search engine and discuss its anatomy.
What is PageRank algorithm? What is the relation between PageRank and citation analysis? How does Google use PageRank?
Define SEO? What does it involve? Discuss the most commonly used methods for SEO.
What is Web Analytics? Discuss the application of Web analytics for businesses.
Discuss the impact of Web analytics metrics on market insight.
Discuss Web site optimization ecosystem?
Discuss social network analysis. Which types of social networks are relevant to businesses?
How can we measure the impact of social media analytics? How can social media intelligence be incorporated into planning?
Create the spreadsheet models shown in Figures 9.3 and 9.4.a. What is the effect of a change in the interest rate from 8 percent to 10 percent in the spreadsheet model shown in Figure 9.3?b. For the original model in Figure 9.3, what interest rate is required to decrease the monthly payments by 20
User interface. When the solver (ILOG CPLEX) is run, an optimal solution is reached at a point when the objective value of the incumbent solution stops improving. This stopping criterion is determined by the user during each program run.Results/BenefitsIt was expected that using the optimization
What is the relationship between environmental analysis and problem identification?
Explore teradatauniversitynetwork.com and determine how models are used in the BI cases and papers.
What is a decision variable?
American Airlines, Inc. (AA) is one of the world’s largest airlines. Its core business is passenger transportation but it has other vital ancillary functions that include full-truckload (FTL) freight shipment of maintenance equipment and in-flight shipment of passenger service items that could
How can decision-making problems under assumed certainty be handled?
What is a spreadsheet add-in? How can add-ins help in DSS creation and use?

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Analytics Data Science And Artificial Intelligence Systems For Decision Support 11th Edition Ramesh Sharda, Dursun Delen, Efraim Turban - Solutions

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