This unit is intended to provide students with a framework for understanding business intelligence systems as well as the provision of high quality, integrated data for decision support through data warehousing. The unit has a particular focus on the evolutionary process of developing a business intelligence system and multi-dimensional modelling for structuring business intelligence data. The unit also presents students with coverage of several important aspects of business intelligence and data warehousing, including architecture, design, implementation, data sourcing, organisational issues and governance. The unit will present this material using relevant research, case studies and practical exercises. Students will develop a prototype business intelligence system using a business intelligence software package.
Minimum total expected workload equals 12 hours per week comprising:
(a.) Contact hours for on-campus students:
(b.) Study schedule for off-campus students:
(c.) Additional requirements (all students):
See also Unit timetable information
FIT5095, FIT5093
FIT9132 or FIT5132 or FIT9003 or equivalent
Steve Remington
Rob Meredith
Tam Leong Hing
Monash is committed to excellence in education and regularly seeks feedback from students, employers and staff. One of the key formal ways students have to provide feedback is through the Student Evaluation of Teaching and Units (SETU) survey. The University’s student evaluation policy requires that every unit is evaluated each year. Students are strongly encouraged to complete the surveys. The feedback is anonymous and provides the Faculty with evidence of aspects that students are satisfied and areas for improvement.
For more information on Monash’s educational strategy, see:
www.monash.edu.au/about/monash-directions/ and on student evaluations, see: www.policy.monash.edu/policy-bank/academic/education/quality/student-evaluation-policy.html
Based on student feedback and a review of the unit, some changes to the tutorial on the Extract, Transform and Load (ETL) process has been made.
If you wish to view how previous students rated this unit, please go to
https://emuapps.monash.edu.au/unitevaluations/index.jsp
| Week | Activities | Assessment |
|---|---|---|
| 0 | No formal assessment or activities are undertaken in week 0 | |
| 1 | Understanding Business Intelligence and Data Warehousing | Assignment 1: Student Portfolio submissions made throughout the semester |
| 2 | Business Intelligence Interfaces 1 | |
| 3 | Business Intelligence Interfaces 2 | |
| 4 | Dimensional Modelling for Business Intelligence Applications | |
| 5 | Dimensional Modelling for the Data Warehouse | |
| 6 | Designing for Customer Relationship Management and Data Warehousing Architectures | |
| 7 | Data Quality and the Extract, Transform and Load (ETL) Process | |
| 8 | Development Lifecycles | Assignment 2a: Business Intelligence Application Design due |
| 9 | Business Intelligence & Data Warehousing Case Studies | |
| 10 | Governance for Business Intelligence & Data Warehousing Projects | |
| 11 | Contemporary Directions in Business Intelligence | Assignment 2b: Data Warehouse Design Specification due |
| 12 | Guest Lecture | Final Student Portfolio due before SWOT VAC |
| SWOT VAC | No formal assessment is undertaken in SWOT VAC | |
| Examination period | LINK to Assessment Policy: http://policy.monash.edu.au/policy-bank/ academic/education/assessment/ assessment-in-coursework-policy.html |
*Unit Schedule details will be maintained and communicated to you via your learning system.
Examination (3 hours): 50%; In-semester assessment: 50%
| Assessment Task | Value | Due Date |
|---|---|---|
| Assignment 2a: Design Assignment Part 1 - Business Intelligence Application Design | 20% | Week 8 |
| Assignment 2b: Design Assignment Part 2 - Data Warehouse Design Specification | 15% | Week 11 |
| Assignment 1: Student Portfolio | 15% | Submissions made throughout the semester. Final Portfolio due before SWOT VAC |
| Examination 1 | 50% | To be advised |
Faculty Policy - Unit Assessment Hurdles (http://intranet.monash.edu.au/infotech/resources/staff/edgov/policies/assessment-examinations/assessment-hurdles.html)
Academic Integrity - Please see resources and tutorials at http://www.monash.edu/library/skills/resources/tutorials/academic-integrity/
Each portfolio task will have customised assessment criteria. Typical criteria for a modelling task would be:
Typical criteria for a reflective piece would be:
Monash Library Unit Reading List (if applicable to the unit)
http://readinglists.lib.monash.edu/index.html
Types of feedback you can expect to receive in this unit are:
Submission must be made by the due date otherwise penalties will be enforced.
You must negotiate any extensions formally with your campus unit leader via the in-semester special consideration process: http://www.monash.edu.au/exams/special-consideration.html
Students should follow the instructions in the Referencing section of the Faculty Style Guide.
For information on how to cite and reference correctly, see the Library Guides for Citing and Referencing at http://guides.lib.monash.edu/content.php?pid=88267&sid=656564
It is a University requirement (http://www.policy.monash.edu/policy-bank/academic/education/conduct/student-academic-integrity-managing-plagiarism-collusion-procedures.html) for students to submit an assignment coversheet for each assessment item. Faculty Assignment coversheets can be found at http://www.infotech.monash.edu.au/resources/student/forms/. Please check with your Lecturer on the submission method for your assignment coversheet (e.g. attach a file to the online assignment submission, hand-in a hard copy, or use an electronic submission). Please note that it is your responsibility to retain copies of your assessments.
Students should have access to a Windows or Mac OS computer for work on assignments. Software will be available in student computer labs as well as for download and installation on personal computers.
Monash has educational policies, procedures and guidelines, which are designed to ensure that staff and students are aware of the University’s academic standards, and to provide advice on how they might uphold them. You can find Monash’s Education Policies at: www.policy.monash.edu.au/policy-bank/academic/education/index.html
Important student resources including Faculty policies are located at http://intranet.monash.edu.au/infotech/resources/students/
The University provides many different kinds of support services for you. Contact your tutor if you need advice and see the range of services available at http://www.monash.edu.au/students. For Malaysia see http://www.monash.edu.my/Student-services, and for South Africa see http://www.monash.ac.za/current/.
The Monash University Library provides a range of services, resources and programs that enable you to save time and be more effective in your learning and research. Go to www.lib.monash.edu.au or the library tab in my.monash portal for more information. At Malaysia, visit the Library and Learning Commons at http://www.lib.monash.edu.my/. At South Africa visit http://www.lib.monash.ac.za/.