INFS5710 Information Technology Infrastructure for Business Analytics - 2018

INFS5710
Postgraduate
Semester 1
6 Units of Credit
On Campus
Info Systems & Tech Mgmt
The course outline for the current semester is not yet available. Please visit our archives to view previous course outlines.

1. Course Details

Summary of Course

​The aim of this course is to provide students with data management knowledge in both operational and analytical database systems and infrastructure aspects, including theoretical foundations as well as meaningful hands-on experience. The course will start by introducing fundamentals of database theory and systems, SQL, data model, and database design concepts. The course will then introduce advanced topics on big data management, such as modern noSQL database models, Hadoop, and temporal databases. The course will also cover critical topics in knowledge discovery of big data (data privacy and security), with applications in social analytics, cyber security, and information networks, among others that are already in public eye.

Teaching Times and Locations

Please note that teaching times and locations are subject to change. Students are strongly advised to refer to the Class Timetable website for the most up-to-date teaching times and locations.

View course timetable

Course Policies & Support

Course Aims and Relationship to Other Courses

This course covers material that is significant to the discipline of Information Systems. The course aims to give students the background of, and a process for, selecting and management database solutions for business analytics. Furthermore, the course aims to develop students’ conceptual and logical database design skills. Students will practice self-directed work in groups that will help them develop interpersonal communication, project management, and quality assurance skills.

2. Staff Contact Details

Position Title Name Email Location Phone Consultation Times
Lecturer-in-chargeAProfChung-Li TsengRoom 2087, Quadrangle Building – Ref E15+61 2 9385 9704Monday 14:30 – 15:30, Friday 14:00 – 15:00 (or by appointment)
TutorDrVincent PangRoom 2112 Quadrangle building - Ref E15

​The preferred method for contacting your lecturer or tutor is through e-mail. Your UNSW e-mail account should be used for formal notices and correspondence regarding the course. For security reasons, please avoid using e-mail from anonymous accounts, such as Yahoo, Hotmail, and Gmail. Always start the subject line of e-mails with INFS5710 and sign the e-mail with your full name and student number.

3. Learning and Teaching Activities

Approach to Learning and Teaching in the Course

​Database and database systems are an essential component of information systems. In all businesses activities, one often interacts with databases directly or indirectly. The proliferation of social media has necessitated widespread use of big data storages and analytics. Given these characteristics, the learning experience offered by this course will consist of lectures and laboratory sessions. A variety of activities are expected: project, programming, homework problems, and lectures by guest speakers from industry. Homework assignments familiarise you with the basic concepts and help you to develop critical thinking and analytical skills. Through guest lectures, students can learn real world settings in managing big data storage. By working on the project, students experience database design and learn how to access databases using programs for big data analytics.

Learning Activities and Teaching Strategies

Each weekly session will consist of a 1 hour lecture and a 2 hour lab. The lecture will introduce the relevant concepts and theoretical underpinnings of infrastructure for business analytics. In the lab portion of class, students will learn and practice a variety of data management problems. Labs will alternate between learning concepts and applying these concepts to business cases.

The lectures will outline the main concepts and methods for this course. Each week, the LIC will begin by reviewing and clarifying material previously covered. The LIC will then introduce a new topic and highlight relevant study materials (e.g. texts, videos, etc.). The relevant study material, to be read in your own time, provides more detail about the topics introduced in the lecture. It is expected that you will spend approximately 10 hours per week studying for this course. This time should be made up of reading, revision, working on exercises and problems, and attending classes (lectures and labs). In periods where you need to complete assignments or projects, the workload may be greater.

The lab sessions will be used to reinforce and apply material covered in lectures and study material. The labs focus on using and managing database infrastructure. You will become familiar with database tools. The lab sessions are interactive, collaborative sessions in which students hands-on apply the concepts of the lecture. You will learn essential SQL skills, which will allow you to write queries against single and multiple tables, manipulate data in tables, create database objects, use the dictionary views to retrieve metadata and create reports about schema objects. You also learn some of the date-time functions. Tutors are responsible for all laboratory sessions and your database design project. You should always refer to your tutors first with problems regarding the laboratory or the database design project.

Your private study is the most important component of this course. The textbook contains self-assessment exercises to help you. The self-assessment exercises are designed to test your understanding of the topic at hand and include review questions, application questions and discussion questions of varying difficulty. The course site on Moodle will provide you with access to additional materials.

5. Course Resources

6. Course Evaluation & Development

​Based on the student feedback collected from the last year, some adjustments have been made in the course design, which include:

• New topics covered.

• Introduce a project involving big data.

• Inviting guest lecturers from industry.

We will continue to seek feedback from the students about the offering of this course and use it as a basis for continual improvement. UNSW's myExperience survey is one of the ways in which student evaluative feedback is gathered. In this course, we shall use your course-level feedback, both quantitative and qualitative, to guide our continued review and redesigning of the course.

7. Course Schedule

Week 1: 26 Feb
Activity

Lecture

Topic

Database Systems and Data Models (Ch 1, Ch 2)

Week 2: 05 Mar
Activity

Lecture

Topic

Relational Database Model & ER Modelling (Ch 3 and Ch 4)

Assessment/Other

Hw 1 handed out

Activity

Lab

Topic

Software installation and basic queries (I)

Week 3: 12 Mar
Activity

Lecture

Topic

Advanced Data Modeling (Ch 5)

Assessment/Other

  • Hw 1 due
  • Hw 2 handed out
  • Project 1 handed out

Activity

Lab

Topic

Basic queries (II)

Week 4: 19 Mar
Activity

Lecture

Topic

Normalization of Data Tables (Ch 6) by guest lecturer Dr. Vincent Pang

Assessment/Other

  • Hw 2 due
  • Hw 3 handed out

Activity

Lab

Topic

SQL Joins

Week 5: 26 Mar
Activity

Lecture

Topic

Business Intelligence (Ch 13)

Assessment/Other

Hw 3 due

Activity

Lab

Topic

Data modeling

Mid Semester Break: 02 Apr
Topic

No class and lab session

Week 6: 09 Apr
Activity

Lecture

Topic

Data Warehousing (Ch 13)

Assessment/Other

  • Hw 4 handed out
  • Project 1 due
  • Project 2 handed out

Activity

Lab

Topic

Subqueries

Week 7: 16 Apr
Activity

Lecture

Topic

Special topic: Machine Learning

Assessment/Other

  • Hw 4 due
  • Hw 5 handed out

Activity

Lab

Topic

SAS Enterprise Miner introduction

Week 8: 23 Apr
Activity

Lecture

Topic

  • Lecture (extended to 2 hours) for a joint guest lecture: IT Infrastructure (I) on Tuesday 24 April (1800-2000)
  • Lecture Section B on Wednesday cancelled

Assessment/Other

  • Hw 5 due
  • Classroom TBA

Activity

Lab

Topic

Set Operators

Assessment/Other

The lab session T19A will be run following the guest lecture and end at 2100.

Week 9: 30 Apr
Activity

Lecture

Topic

Big Data Analytics and noSQL (Ch 14)

Activity

Lab

Topic

Predictive Modelling using Enterprise Miner

Week 10: 07 May
Activity

Lecture

Topic

  • Lecture (extended to 2 hours) for a joint guest lecturer: IT Infrastructure (II) on Tuesday 8 May (1800-2000)
  • Lecture Section B on Wednesday cancelled

Assessment/Other

Classroom TBA

Activity

Lab

Topic

Set Operators and/or Q&A for Project 2

Assessment/Other

The lab session T19A will be run following the guest lecture and end at 2100.

Week 11: 14 May
Activity

Lecture

Topic

Database privacy and security (Ch 16 and handout)

Activity

Lab

Topic

Data retrieval

Week 12: 21 May
Activity

Lecture

Topic

Course review

Activity

Lab

Topic

Project 2 presentations

Week 13: 28 May
Activity

Lab

Topic

No Lab Sessions

8. Policies

Information about UNSW Business School protocols, University policies, student responsibilities and education quality and support.

Program Learning Goals and Outcomes

The Business School Program Learning Goals reflect what we want all students to BE or HAVE by the time they successfully complete their degree, regardless of their individual majors or specialisations. For example, we want all our graduates to HAVE a high level of business knowledge and a sound awareness of ethical, social, cultural and environmental implications of business. As well, we want all our graduates to BE effective problem-solvers, communicators and team participants.

You can demonstrate your achievement of these goals by the specific outcomes you achieve by the end of your degree (i.e. Program Learning Outcomes—henceforth PLOs). These PLOs articulate what you need to know and be able to do as a result of engaging in learning. They embody the knowledge, skills and capabilities that are identified, mapped, taught, practised and assessed within each Business School program.

All UNSW programs and courses are designed to assess the attainment of program and/or course level learning outcomes, as outlined in the UNSW Assessment Design Procedure. It is therefore important that you become familiar with the Business School PLOs, as they constitute the framework which informs and shapes the course components and assessments of the courses within your program of study.

Program Learning Outcomes

  • Undergraduate
  • Postgraduate Coursework
Knowledge You should be able to identify and apply disciplinary knowledge to business situations in a local and global environment.
Critical thinking and problem solving You should be able to identify and research issues in business situations, analyse the issues, and propose appropriate and well-justified solutions.
Written communication You should be able to prepare written documents that are clear, concise and coherent, using appropriate style and presentation for the intended audience, purpose and context.
Oral communication You should be able to prepare and deliver oral presentations that are clear, focussed, well-structured, and delivered in a professional manner.
Teamwork You should be able to participate collaboratively and responsibly in teams, and reflect on your own teamwork, and on the team’s processes and ability to achieve outcomes.
Ethical, social and environmental responsibility
  1. You should be able to identify and assess ethical, environmental and/or sustainability considerations in business decision-making and practice.
  2. You should be able to identify social and cultural implications of business.
Workplace skills (Co-op programs only) You should be able to conduct yourself in a professional manner in the work environment, communicate effectively in diverse workplace situations and be able to apply discipline knowledge and understanding to real business problems with initiative and self-direction.
Related PLO Documents View the Undergraduate Honours PLOs (pdf)
Knowledge You should be able to identify and apply current knowledge of disciplinary or interdisciplinary theory and professional practice to business in local and global environments.
Critical thinking and problem solving You should be able to identify, research and analyse complex issues and problems in business and/or management, and propose appropriate and well-justified solutions.
Written communication You should be able to produce written documents that communicate complex disciplinary ideas and information effectively for the intended audience and purpose.
Oral communication You should be able to produce oral presentations that communicate complex disciplinary ideas and information effectively for the intended audience and purpose.
Teamwork You should be able to participate collaboratively and responsibly in teams, and reflect on your own teamwork, and on the team’s processes and ability to achieve outcomes.
Ethical, social and environmental responsibility
  1. You should be able to identify and assess ethical, environmental and/or sustainability considerations in business decision-making and practice.
  2. You should be able to identify social and cultural implications of business.
Related PLO Documents View the Master of Philosophy PLOs (pdf)
View the Doctor of Philosophy PLOs (pdf)

UNSW Graduate Capabilities

The Business School PLOs also incorporate UNSW graduate capabilities, a set of generic abilities and skills that all students are expected to achieve by graduation. These capabilities articulate the University’s institutional values, as well as future employer expectations.

UNSW Graduate CapabilitiesBusiness School PLOs
Scholars capable of independent and collaborative enquiry, rigorous in their analysis, critique and reflection, and able to innovate by applying their knowledge and skills to the solution of novel as well as routine problems.
  • Critical thinking and problem solving
  • Knowledge
  • Oral communication
  • Research capability
  • Teamwork
  • Workplace skills
  • Written communication
Entrepreneurial leaders capable of initiating and embracing innovation and change, as well as engaging and enabling others to contribute to change
  • Critical thinking and problem solving
  • Knowledge
  • Oral communication
  • Workplace skills
  • Written communication
Professionals capable of ethical, self- directed practice and independent lifelong learning
  • Ethical, social and environmental responsibility
  • Workplace skills
Global citizens who are culturally adept and capable of respecting diversity and acting in a socially just and responsible way.
  • Ethical, social and environmental responsibility
  • Oral communication
  • Written communication

The Business School strongly advises you to choose a range of courses that assist your development against these PLOs and graduate capabilities, and to keep a record of your achievements as part of your portfolio. You could use these records for work or further study. For support with selecting your courses contact the UNSW Business School Student Centre.

Academic Integrity and Plagiarism

Academic Integrity is honest and responsible scholarship. This form of ethical scholarship is highly valued at UNSW. Terms like Academic Integrity, misconduct, referencing, conventions, plagiarism, academic practices, citations and evidence based learning are all considered basic concepts that successful university students understand. Learning how to communicate original ideas, refer sources, work independently, and report results accurately and honestly are skills that you will be able to carry beyond your studies.

The definition of academic misconduct is broad. It covers practices such as cheating, copying and using another person’s work without appropriate acknowledgement. Incidents of academic misconduct may have serious consequences for students.

Plagiarism

UNSW regards plagiarism as a form of academic misconduct. UNSW has very strict rules regarding plagiarism. Plagiarism at UNSW is using the words or ideas of others and passing them off as your own. All Schools in the Business School have a Student Ethics Officer who will investigate incidents of plagiarism and may result in a student’s name being placed on the Plagiarism and Student Misconduct Registers.

Below are examples of plagiarism including self-plagiarism:

Copying: Using the same or very similar words to the original text or idea without acknowledging the source or using quotation marks. This includes copying materials, ideas or concepts from a book, article, report or other written document, presentation, composition, artwork, design, drawing, circuitry, computer program or software, website, internet, other electronic resource, or another person's assignment, without appropriate acknowledgement of authorship.

Inappropriate Paraphrasing: Changing a few words and phrases while mostly retaining the original structure and/or progression of ideas of the original, and information without acknowledgement. This also applies in presentations where someone paraphrases another’s ideas or words without credit and to piecing together quotes and paraphrases into a new whole, without appropriate referencing.

Collusion: Presenting work as independent work when it has been produced in whole or part in collusion with other people. Collusion includes:

  • Students providing their work to another student before the due date, or for the purpose of them plagiarising at any time
  • Paying another person to perform an academic task and passing it off as your own
  • Stealing or acquiring another person’s academic work and copying it
  • Offering to complete another person’s work or seeking payment for completing academic work

Collusion should not be confused with academic collaboration (i.e., shared contribution towards a group task).

Inappropriate Citation: Citing sources which have not been read, without acknowledging the 'secondary' source from which knowledge of them has been obtained.

Self-Plagiarism: ‘Self-plagiarism’ occurs where an author republishes their own previously written work and presents it as new findings without referencing the earlier work, either in its entirety or partially. Self-plagiarism is also referred to as 'recycling', 'duplication', or 'multiple submissions of research findings' without disclosure. In the student context, self-plagiarism includes re-using parts of, or all of, a body of work that has already been submitted for assessment without proper citation.

To see if you understand plagiarism, do this short quiz: https://student.unsw.edu.au/plagiarism-quiz

Cheating

The University also regards cheating as a form of academic misconduct. Cheating is knowingly submitting the work of others as their own and includes contract cheating (work produced by an external agent or third party that is submitted under the pretences of being a student’s original piece of work). Cheating is not acceptable at UNSW.

If you need to revise or clarify any terms associated with academic integrity you should explore the 'Working with Academic Integrity' self-paced lessons available at: https://student.unsw.edu.au/aim.

For UNSW policies, penalties, and information to help you avoid plagiarism see: https://student.unsw.edu.au/plagiarism as well as the guidelines in the online ELISE tutorials for all new UNSW students: http://subjectguides.library.unsw.edu.au/elise. For information on student conduct see: https://student.unsw.edu.au/conduct.

For information on how to acknowledge your sources and reference correctly, see: https://student.unsw.edu.au/referencing. If you are unsure what referencing style to use in this course, you should ask the lecturer in charge.

Student Responsibilities and Conduct

Students are expected to be familiar with and adhere to university policies in relation to class attendance and general conduct and behaviour, including maintaining a safe, respectful environment; and to understand their obligations in relation to workload, assessment and keeping informed.

Information and policies on these topics can be found on the 'Managing your Program' website

Workload

It is expected that you will spend at least nine to ten hours per week studying for a course except for Summer Term courses which have a minimum weekly workload of eighteen to twenty hours. This time should be made up of reading, research, working on exercises and problems, online activities and attending classes. In periods where you need to complete assignments or prepare for examinations, the workload may be greater. Over-commitment has been a cause of failure for many students. You should take the required workload into account when planning how to balance study with employment and other activities.

We strongly encourage you to connect with your Moodle course websites in the first week of semester. Local and international research indicates that students who engage early and often with their course website are more likely to pass their course.

View more information on expected workload

Attendance

Your regular and punctual attendance at lectures and seminars or in online learning activities is expected in this course. The Business School reserves the right to refuse final assessment to those students who attend less than 80% of scheduled classes where attendance and participation is required as part of the learning process (e.g., tutorials, flipped classroom sessions, seminars, labs, etc.).

View more information on attendance

General Conduct and Behaviour

You are expected to conduct yourself with consideration and respect for the needs of your fellow students and teaching staff. Conduct which unduly disrupts or interferes with a class, such as ringing or talking on mobile phones, is not acceptable and students may be asked to leave the class.

View more information on student conduct

Health and Safety

UNSW Policy requires each person to work safely and responsibly, in order to avoid personal injury and to protect the safety of others.

View more information on Health and Safety

Keeping Informed

You should take note of all announcements made in lectures, tutorials or on the course web site. From time to time, the University will send important announcements to your university e-mail address without providing you with a paper copy. You will be deemed to have received this information. It is also your responsibility to keep the University informed of all changes to your contact details.

Special Consideration

You must submit all assignments and attend all examinations scheduled for your course. You can apply for special consideration when illness or other circumstances beyond your control, interfere with your performance in a specific assessment task or tasks. Special Consideration is primarily intended to provide you with an extra opportunity to demonstrate the level of performance of which you are capable.

General information on special consideration for undergraduate and postgraduate courses can be found in the Assessment Implementation Procedure and the Current Students page.

Please note the following:

  1. Applications will not be accepted by teaching staff. The lecturer-in-charge will be automatically notified when you lodge an online application for special consideration
  2. Decisions and recommendations are only made by lecturers-in-charge (or by the Faculty Panel in the case of final exam special considerations), not by tutors
  3. Applying for special consideration does not automatically mean that you will be granted a supplementary exam or other concession
  4. Special consideration requests do not allow lecturers-in-charge to award students additional marks

Business School Protocol on requests for Special Consideration

The lecturer-in-charge will need to be satisfied on each of the following before supporting a request for special consideration:

  1. Does the medical certificate contain all relevant information? For a medical certificate to be accepted, the degree of illness and its impact on the student must be stated by the medical practitioner (severe, moderate, mild). A certificate without this will not be valid. Students should also note that only medical certificates issued after physically visiting a registered medical practitioner will be accepted. Medical certificates submitted for Special Consideration should always be requested from a registered medical practitioner that you have seen at a medical practice. Certificates obtained online or via social media may be fraudulent and if relied upon could result in a breach of the UNSW Student Code.
  2. Has the student performed satisfactorily in the other assessment items? To understand what Satisfactory Performance means in this course, please refer to the 'Formal Requirements' section in Part A of your Course Outline

Special Consideration and the Final Exam in undergraduate and postgraduate courses

Applications for special consideration in relation to the final exam are considered by a Business School Faculty panel to which lecturers-in-charge provide their recommendations for each request. If the Faculty panel grants a special consideration request, this will entitle the student to sit a supplementary examination. No other form of consideration will be granted. The following procedures will apply:

  1. Supplementary exams will be scheduled centrally and will be held approximately two weeks after the formal examination period.

    Supplementary exams for Semester 1, 2018 will be held during the period 14 - 21 July, 2018. Students wishing to sit a supplementary exam will need to be available during this period.

    The date for all Business School supplementary exams for Summer Term 2017/2018 is Wednesday, 21 February, 2018. If a student lodges a special consideration for the final exam, they are stating they will be available on this date. Supplementary exams will not be held at any other time.

  2. Where a student is granted a supplementary examination as a result of a request for special consideration, the student’s original exam (if completed) will be ignored and only the mark achieved in the supplementary examination will count towards the final grade. Absence from a supplementary exam without prior notification does not entitle the student to have the original exam paper marked, and may result in a zero mark for the final exam.

The Supplementary Exam Protocol for Business School students is available at: http://www.business.unsw.edu.au/suppexamprotocol

For special consideration for assessments other than the final exam refer to the ‘Assessment Section’ in your course outline.

Protocol for Viewing Final Exam Scripts

The UNSW Business School has set a protocol under which students may view their final exam script. Please check the protocol here.

Given individual schools within the Faculty may set up a local process for viewing final exam scripts, it is important that you check with your School whether they have any additional information on this process. Please note that this information might also be included in your course outline.


Student Support and Resources

The University and the Business School provide a wide range of support services and resources for students, including:

Business School Education Quality and support Unit (EQS)
The EQS offers academic writing, study skills and maths support specifically for Business students. Services include workshops, online resources, and individual consultations.
Level 1, Room 1033, Quadrangle Building.
bschoolconsults@unsw.edu.au
02 9385 7577 or 02 9385 4508

Business School Student Centre
The Business School Student Centre provides advice and direction on all aspects of admission, enrolment and graduation.
Level 1, Room 1028 in the Quadrangle Building
02 9385 3189

UNSW Learning Centre
The UNSW Learning Centre provides academic skills support services, including workshops and resources, for all UNSW students. See their website for details.
Lower Ground Floor, North Wing Chancellery Building.
learningcentre@unsw.edu.au
02 9385 2060

Educational Support Service
Educational Support Advisors work with all students to promote the development of skills needed to succeed at university, whilst also providing personal support throughout the process. Check their website to request an appointment or to register in the Academic Success Program.
John Goodsell Building, Ground Floor.
advisors@unsw.edu.au
02 9385 4734

Library services and facilities for students
The UNSW Library offers a range of collections, services and facilities both on-campus and online.
Main Library, F21.
02 9385 2650

Moodle eLearning Support
Moodle is the University’s learning management system. You should ensure that you log into Moodle regularly.
externalteltsupport@unsw.edu.au
02 9385 3331

UNSW IT
UNSW IT provides support and services for students such as password access, email services, wireless services and technical support.
UNSW Library Annexe (Ground floor).
itservicecentre@unsw.edu.au
02 9385 1333

Disability Support Services
UNSW Disability Support Services provides assistance to students who are trying to manage the demands of university as well as a health condition, learning disability or who have personal circumstances that are having an impact on their studies. Disability Advisers can arrange to put in place services and educational adjustments to make things more manageable so that students are able to complete their course requirements. To receive educational adjustments for disability support, students must first register with Disability Services.
Ground Floor, John Goodsell Building.
disabilities@unsw.edu.au
02 9385 4734

UNSW Counselling and Psychological Services
Provides support and services if you need help with your personal life, getting your academic life back on track or just want to know how to stay safe, including free, confidential counselling.
Level 2, East Wing, Quadrangle Building.
counselling@unsw.edu.au
02 9385 5418


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INFS5710