Answered step by step
Verified Expert Solution
Link Copied!

Question

1 Approved Answer

CASE STUDY 3+1 Data Mining Helps Students Enroll in Courses with Higher Chances of Success Austin Peay State, a uni- versity near Nashville, Tennessee, is

image text in transcribed
CASE STUDY 3+1 Data Mining Helps Students Enroll in Courses with Higher Chances of Success Austin Peay State, a uni- versity near Nashville, Tennessee, is applying a data-mining approach to higher education. Before students register for classes, a robot looks at their profiles and tran- scripts and recommends courses in which they are likely to be successful or have higher chances of success. The software takes an approach similar to the ones Netflix, eHarmony and Amazon use to make their recommendations. It com- pares a student's transcripts with those of past students who had similar grades and SAT scores. When a student logs in, the program offers 10 "Course Suggestions for You." This recommendation is based on the student's major and other information related to that student, The goal is to steer students toward courses in which they will make better grades. According to Denley, stu- dents who follow the recommendations do substantially better. In the fall of 2011, 45 percent of the classes that students were tak ing had been on their top 10 recommendations list. This data-mining con cept is catching on. Three other Tennessee colleges now use Denley's soft- ware. Institutions outside the state are developing their own versions of the idea. Answer the following questions: 1. Which other companies are using approaches similar to the one used by Austin Peay State? 2. Based on which data does the system makes a course recommendation to a student? 3. How many courses are recommended to a student for possible selection? 4. According to the case study, are any other Tennessee Schools using this approach

Step by Step Solution

There are 3 Steps involved in it

Step: 1

blur-text-image

Get Instant Access to Expert-Tailored Solutions

See step-by-step solutions with expert insights and AI powered tools for academic success

Step: 2

blur-text-image

Step: 3

blur-text-image

Ace Your Homework with AI

Get the answers you need in no time with our AI-driven, step-by-step assistance

Get Started

Recommended Textbook for

DB2 9 For Linux UNIX And Windows Advanced Database Administration Certification Certification Study Guide

Authors: Roger E. Sanders, Dwaine R Snow

1st Edition

1583470808, 978-1583470800

More Books

Students also viewed these Databases questions

Question

1. Organize and support your main points

Answered: 1 week ago

Question

3. Move smoothly from point to point

Answered: 1 week ago

Question

5. Develop a strong introduction, a crucial part of all speeches

Answered: 1 week ago