INFS7205 - Sem 1 2008 - St Lucia - Internal

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Printed: 11 February 2008, 02:50PM
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1. General Course Information

1.1 Course Details

Course Code: INFS7205 Course Title: Spatial and Multimedia Databases
Coordinating Unit: School of Information Technology and Electrical Engineering
Semester: Semester 1, 2008    Mode: Internal
Level: Postgraduate Coursework
Location: St Lucia
Number of Units: 2    Contact Hours Per Week: 2L
Pre-Requisites: INFS7903
Incompatible: INFS4200 or 4205 or 7200
Course Description: Selected advanced topics from spatial & multimedia databases: multidimensional data management concepts, theories and technologies, focusing on data access methods and similarity query processing for spatial, multimedia and Web-based databases, with particular emphasis on video indexing and search.
Assumed Background:

Students are assumed to have knowledge covered in course INFS2200/7903 Relational Database Systems. The following gives the minimum knowledge that students should have in order to take this course (you may refer to INFS2200 Course Profile): good knowledge of SQL, database indexing techniques, DBMS architectures, query processing and optimisation.

INFS3200/7907 Advanced Database Systems is a recommended companion of this course.

This course is incompatible with INFS4200/7200 Advanced Database Topics.

1.2 Course Introduction

This course covers a selection of advanced database topics to provide students with the critical thinking of issues related to techniques for large-scale complex data management. Data types in many new applications domains, such as spatial, multimedia and scientific applications,  are often represented as multi-dimensional data. In this course, we will introduce multidimensional data management concepts, theories and technologies, focusing on data access methods and similarity query processing for spatial and multimedia databases, with particular emphasis on video indexing and search. The current research problems and solutions will also be introduced.

1.3 Course Staff

Course Coordinator:  Heng Tao Shen
Phone: 3365 8359     Email: shenht@itee.uq.edu.au Homepage: http://www.itee.uq.edu.au/~shenht/
Campus: St Lucia Building: General Purpose South (Map)   Room: 651
Consultation: By appointment.

Lecturer: Dr Guido Governatori
Phone: 3365 2907     Email: g.governatori@uq.edu.au Homepage: www.itee.uq.edu.au/~guido/
Campus: St Lucia Building: General Purpose South (Map)   Room: 649

Tutor:  Jie Shao     Email: jshao@itee.uq.edu.au Homepage: http://www.itee.uq.edu.au/~jshao
Campus: St Lucia Building: General Purpose South (Map)   Room: 642
Consultation: By appointment.


1.4 Timetable

Timetables are available on mySI-net.

2. Aims, Objectives & Graduate Attributes

2.1 Course Aims

This course aims to provide wide knowledge, insight understanding and critical thinking of large-scale complex database management. With the great success of text-based Web search, effectively and efficiently searching the information of user interest from very large more complex database is gaining its importance. In this course, spatial, multimedia and Web data, typically represented as multi/high dimensional
feature vectors, are particularly focused.   This course also reflects the sense of research in database and information retrieval.  


2.2 Learning Objectives

After successfully completing this course you should be able to:

1  Know the applications and features of complex data types, including spatial and multimedia data.
2  Know the major issues of spatial and multimedia data management systems, including architectures, principles, algorithms.
3  Understand existing advanced indexing structures, query processing, and search strategies for complex databases, particularly on video databases.
4  Be able to analyze and evaluate existing research methods, creative to identify and define problems, and innovative for their solutions for complex database management.

2.3. Graduate Attributes

Successfully completing this course will contribute to the recognition of your attainment of the following UQ (Postgrad Coursework) graduate attributes:

GRADUATE ATTRIBUTELEARNING OBJECTIVES
A. IN-DEPTH KNOWLEDGE OF THE FIELD OF STUDY
A2. A broad understanding of the field of study, including how other disciplines relate to the field of study.  
A3. A comprehensive and in-depth knowledge in the field of study. 
A5. An international perspective on the field of study. 
A7. An appreciation of the link between theory and practice. 
B. EFFECTIVE COMMUNICATION
B1. The ability to collect, analyse and organise information and ideas and to convey those ideas clearly and fluently, in both written and spoken forms.2, 3, 4
B2. The ability to interact effectively with others in order to work towards a common outcome.4
B3. The ability to select and use the appropriate level, style and means of communication.4
B4. The ability to engage effectively and appropriately with information and communication technologies.4
B5. The ability to practise as part of an interdisciplinary team. 
C. INDEPENDENCE AND CREATIVITY
C2. The ability to work and learn independently and effectively. 
C3. The ability to generate ideas and adapt innovatively to changing environments.3, 4
C5. The ability to formulate and investigate problems, create solutions, innovate and improve current practices. 
C6. The abilities and skills that provide a foundation for future leadership roles. 
D. CRITICAL JUDGEMENT
D2. The ability to apply critical reasoning to issues through independent thought and informed judgement.2, 3, 4
D4. The ability to process material and to critically analyse and integrate information from a wide range of sources. 
D5. The ability to evaluate opinions, make decisions and to reflect critically on the justifications for decisions using an evidence-based approach. 
E. ETHICAL AND SOCIAL UNDERSTANDING
E1. An understanding of social and civic responsibility. 
E3. An appreciation of the philosophical and social contexts of a discipline. 
E4. A knowledge and respect of ethics and ethical standards in relation to a major area of study. 
E5. A knowledge of other cultures and times and an appreciation of cultural diversity. 
E7. The ability to work effectively and sensitively across all areas of society. 
E8. An understanding of and respect for the roles and expertise of associated disciplines. 

3. Learning Resources

3.1 Required Resources

Papers reading.  
 
Online access to useful websites.  
 

3.3 University Learning Resources

Access to required and recommended resources, plus past central exam papers, is available at the UQ Library website (http://library.uq.edu.au/search/r?SEARCH=INFS7205).

The University offers a range of resources and services to support student learning. Details are available on the myServices website (https://student.my.uq.edu.au/).

3.4 School of Information Technology and Electrical Engineering Learning Resources

Students enrolled at St Lucia who wish to retain a hard copy of this profile can use the free print quota provided each semester to students enrolled in courses in the School of Information Technology & Electrical Engineering. For information on how to use this print quota, see the School Policy on Student Photocopying and Printing (St Lucia) (http://www.itee.uq.edu.au/about_ITEE/policies/copy-print.html). Students enrolled at the Ipswich campus will either be provided with a hard copy or given directions in class on how to obtain a free copy.

ITEE course websites can be found at http://www.itee.uq.edu.au/~COURSECODE. Many ITEE courses also have Usenet newsgroups, named uq.itee.COURSECODE. Instructions for accessing newsgroups are available at http://studenthelp.itee.uq.edu.au/faq/1stYearFAQ.html#accessnews.

4. Teaching & Learning Activities

4.1 Learning Activities

Date
Activity
Learning Objectives
26 Feb 08
Introduction to the course and spatial database. (Lecture):
Readings/Ref: Online ; Papers ;
1, 2
4 Mar 08
No Lecture this week. (Dr Guido on leave):
Readings/Ref: Online ; Papers ;
1, 2
11 Mar 08
Spatial indexing structure I. (Lecture):
Readings/Ref: Online ; Papers ;
2, 3, 4
18 Mar 08
Spatial indexing structure II. (Lecture):
Readings/Ref: Online ; Papers ;
2, 3, 4
25 Mar 08
Mid-term Break (Mid-term Break):
1 Apr 08
Spatial query processing. (Lecture):
Readings/Ref: Online ; Papers ;
2, 3, 4
8 Apr 08
Advanced spatial database topics (Lecture):
Readings/Ref: Online ; Papers ;
1, 2, 3, 4
15 Apr 08
Introduction to multimedia databases (Lecture):
Readings/Ref: Online ; Papers ;
1, 2
22 Apr 08
Similarity search in multimedia databases. (Lecture):
Readings/Ref: Online ; Papers ;
1, 2, 3
29 Apr 08
High-dimensional Indexing (Lecture):
Readings/Ref: Online ; Papers ;
2, 3, 4
6 May 08
Video Indexing and Search I (Lecture):
Readings/Ref: Online ; Papers ;
2, 3, 4
13 May 08
Video Indexing and Search II (Lecture):
Readings/Ref: Online ; Papers ;
2, 3, 4
20 May 08
Oral presentation on mutlimedia search. (Presentation):
Readings/Ref: Online ; Papers ;
2, 3, 4
27 May 08
Current trends and course review. (Lecture):
1, 2, 3, 4
2 Jun 08 - 6 Jun 08
Revision:
Readings/Ref: Online ; Papers ;
1, 2, 3, 4
7 Jun 08 - 21 Jun 08
Final Exam (Exam):
1, 2, 3, 4

5. Assessment

5.1 Assessment Summary

This is a summary of the assessment in the course. For detailed information on each assessment, see 5.5 Assessment Detail below.

Assessment Task
Due Date
Weighting
Learning Objectives
Assignment 1
INFS4205/7205 Assignment 1
10 Mar 08 - 20 Apr 08
25%
1, 2, 3, 4
Assignment 2
INFS4205/7205 Assignment 2
21 Apr 08 - 19 May 08
25%
1, 2, 3, 4
Exam - during Exam Period (Central)
Final Exam
Examination Period
50%
1, 2, 3, 4

5.2 Course Grading


Grade 1, Fail: Fails to demonstrate most or all of the basic requirements of the course:

Total<20



Grade 2, Fail: Demonstrates clear deficiencies in understanding and applying fundamental concepts; communicates information or ideas in ways that are frequently incomplete or confusing and give little attention to the conventions of the discipline:

20<=Total<45



Grade 3, Fail: Demonstrates superficial or partial or faulty understanding of the fundamental concepts of the field of study and limited ability to apply these concepts; presents undeveloped or inappropriate or unsupported arguments; communicates information or ideas with lack of clarity and inconsistent adherence to the conventions of the discipline:

45<=Total<50



Grade 4, Pass: Demonstrates adequate understanding and application of the fundamental concepts of the field of study; develops routine arguments or decisions and provides acceptable justification; communicates information and ideas adequately in terms of the conventions of the discipline:

50<=Total<65



Grade 5, Credit: Demonstrates substantial understanding of fundamental concepts of the field of study and ability to apply these concepts in a variety of contexts; develops or adapts convincing arguments and provides coherent justification; communicates information and ideas clearly and fluently in terms of the conventions of the discipline:

65<=Total<75



Grade 6, Distinction: As for 5, with frequent evidence of originality in defining and analysing issues or problems and in creating solutions; uses a level, style and means of communication appropriate to the discipline and the audience:

75<=Total<85



Grade 7, High Distinction: As for 6, with consistent evidence of substantial originality and insight in identifying, generating and communicating competing arguments, perspectives or problem solving approaches; critically evaluates problems, their solutions and implications:

Total>=85



Other Requirements & Comments :

The total is the sum of two assignments and final exam.


5.3 Late Submission

No extensions will be granted except in exceptional personal circumstances (documented medical reason or family emergency). Personal hardware or computer failures are not grounds for extension.

5.4 Other Assessment Information

As this course is more research-oriented, there is no tutorial provided. Students will focus on paper/online reading to scoop most advanced knowledge.

5.5 Assessment Detail


INFS4205/7205 Assignment 1
Type: Assignment 1
Learning Objectives Assessed: 1, 2, 3, 4
Due Date:
         10 Mar 08 - 20 Apr 08
Weight: 25%
Task Description: Assignment 1 on spatial database.
Criteria & Marking: Details and marking schema will be released in week 4.
Submission: Online submission.

INFS4205/7205 Assignment 2
Type: Assignment 2
Learning Objectives Assessed: 1, 2, 3, 4
Due Date:
         21 Apr 08 - 19 May 08
Weight: 25%
Task Description:

Assignment 2 on multimedia database.


Criteria & Marking: Details and marking schema will be released in week 8. It includes an oral presentation and a report due in week 12.

Final Exam
Type: Exam - during Exam Period (Central)
Learning Objectives Assessed: 1, 2, 3, 4
Due Date:
         Examination Period
Weight: 50%
Perusal: 10 minutes
Duration: 120 minutes
Format: Short answer, Problem solving
Task Description: This course will have one final exam. Final exam is designed to test theoretical concepts and their understandings. Exam will address all materials covered by lecture notes. The exam will be open book. You will be required to answer all questions and write in the space provided on the exam paper. Programmable calculators and other computing or communication devices are NOT permitted. Students may request the use of dictionaries, including bilingual dictionaries, supplied by Examinations Section. More information on final exam will be provided in the last lecture of this course.

Criteria & Marking: Final exam is designed to test theoretical concepts and your understandings.

6. Policies & Guidelines

 
This section contains the details of and links to the most relevant policies and course guidelines. For further details on University Policies please visit myAdvisor and the University Handbook of Policies and Procedures.

6.1 Assessment Related Policies and Guidelines

University Policies & Guidelines

An overview of the University’s assessment-related policies can be found on myAdvisor (http://www.uq.edu.au/myadvisor/index.html?page=2910).

Academic Integrity
It is the University's task to encourage ethical scholarship and to inform students and staff about the institutional standards of academic behaviour expected of them in learning, teaching and research. Students have a responsibility to maintain the highest standards of academic integrity in their work. Students must not cheat in examinations or other forms of assessment and must ensure they do not plagiarise.

Plagiarism
The University has adopted the following definition of plagiarism:

Plagiarism is the act of misrepresenting as one's own original work the ideas, interpretations, words or creative works of another. These include published and unpublished documents, designs, music, sounds, images, photographs, computer codes and ideas gained through working in a group. These ideas, interpretations, words or works may be found in print and/or electronic media.

Students are encouraged to read the UQ Academic Integrity and Plagiarism policy (http://www.uq.edu.au/hupp/index.html?page=25128) which makes a comprehensive statement about the University's approach to plagiarism, including the approved use of plagiarism detection software, the consequences of plagiarism and the principles associated with preventing plagiarism.

Feedback on Assessment
Feedback is essential to effective learning and students can expect to receive appropriate and timely feedback on all assessment. For a detailed explanation of the feedback you are entitled to, you should consult the policy on Student Access to Feedback on Assessment. (http://www.uq.edu.au/hupp/index.html?page=25114&pid=25075)

As a student you have a responsibility to incorporate feedback into your learning; make use of the assessment criteria that you are given; be aware of the rules, policies and other documents related to assessment; and provide teachers with feedback on their assessment practices.

There are certain steps you can take if you feel your result does not reflect your performance. Please refer to the myAdvisor web site. (http://www.uq.edu.au/myadvisor/index.html?page=2953&pid=2910)

School of Information Technology and Electrical Engineering Assessment Guidelines

Misconduct
 

Further to the statement on academic integrity and plagiarism above, students are required to read and understand the ITEE policy on Student Misconduct (http://www.itee.uq.edu.au/about_ITEE/policies/student-misconduct.html).

 

Late Arrival or Non-attendance at Examinations

 

The policy and procedure for late arrival or non-attendance at centrally controlled examinations is set out in the University's Examinations policy (HUPP 3.30.5), sections 8 and 10.2.

 

The way in which late arrival at a School-controlled examination is dealt with will be at the discretion of the course coordinator, who may be guided by the policy for centrally controlled exams.

 

In the case that a student requests a special exam for a School-controlled exam, the request will be considered and, if allowed, the timing shall be determined by the course coordinator, in consultation with the School's Chief Examiner where necessary, and in accordance with HUPP 3.30.5. Unless otherwise indicated in the Course Profile, applications must be made in writing to the Head of School no later than one week after the exam. Late applications will not be accepted.

 
Examination Feedback
 
In addition to the advice above, students wishing to view examination answer scripts and/or question papers should consult with the School office (Room 217, General Purpose South Building [78], St Lucia; Room 218, Building 1, Ipswich) regarding arrangements. The ITEE policy on exam script viewing is available at http://study.itee.uq.edu.au/current_students/exam_script_viewing.html.

Supplementary Assessment

If you fail this course you may be eligible for supplementary assessment - see the general award rules and/or your program rules for details. You should note that even though you may be eligible for supplementary assessment under these rules, in some circumstances there may be no practical assessment that can be offered to allow you to meet the minimum passing requirements. These circumstances may include failure based on:
  • group or team based assessment;
  • attendance or class participation requirements;
  • laboratory-based assessment, where laboratories can't practically be made available after classes have finished;
  • project or thesis-based assessment, where a significant period of time would be required to undertake supplementary assessment;
  • progressive assessment, where subsequent assessment items build on earlier assessment items; or
  • multiple assessment items, where it is impractical to offer multiple supplementary assessment items.
If the course coordinator determines that there is no practical supplementary assessment that can be offered to allow you to improve your grade, then you will not be offered supplementary assessment and your grade will remain unchanged.

6.2 Other Policies and Guidelines

University Policies and Guidelines

Placement Courses
Students on a placement course – also known as a work placement, internship, industry study, industry experience, clinical practice, clinical placement, practical work, practicum, fieldwork, teaching practice – should refer to the University policy, Placement Courses (http://www.uq.edu.au/hupp/index.html?page=25120&pid=25075) for detailed information.
 
Working with Children
Students whose studies include a professional/work placement, internship, clinical practice, teaching practice or other similar activity which involves them in regular contact with children should refer to the University policy, Working with Children Check - "blue card" (http://www.uq.edu.au/hupp/index.html?page=25004&pid=24963) to find out how to apply for a ‘blue card’.
 
Students with a Disability
Any student with a disability who may require alternative academic arrangements, including assessment, in the course/program is encouraged to seek advice at the commencement of the semester from a Disability Adviser at Student Support Services. Refer to the University policy, Students with a Disability (Disability Action Plan) (http://www.uq.edu.au/hupp/index.html?page=25122&pid=25075) and to the policy on Special Arrangements for Examinations for Students with a Disability (http://www.uq.edu.au/hupp/index.html?page=25111&pid=25075

Where an adjustment is made to an accredited program, it is the responsibility of the relevant Faculty to liaise with professional and registration bodies regarding the acceptability of the change/s.  

Occupational Health and Safety
Undergraduate Students (http://www.uq.edu.au/hupp/index.html?page=25055&pid=25015) and Postgraduate Students (http://www.uq.edu.au/hupp/index.html?page=25057&pid=25015) should be familiar with the University policies on occupational health and safety in the laboratory.

Other School of Information Technology and Electrical Engineering Guidelines

Ethical Clearance
If your course involves assignment or project work involving human subjects or human-related materials, you must investigate the need for ethical clearance and obtain it when required. Information on ethical clearance can be found at http://www.uq.edu.au/research/orps/index.html?page=5064&pid=5256.

Learning Summary

 

Below is a table showing the relationship between the learning objectives for this course and the broader graduate attributes developed, the learning activities used to develop each objective and the assessment task used to assess each objective.

Learning Objectives

After successfully completing this course you should be able to:

1  Know the applications and features of complex data types, including spatial and multimedia data.
2  Know the major issues of spatial and multimedia data management systems, including architectures, principles, algorithms.
3  Understand existing advanced indexing structures, query processing, and search strategies for complex databases, particularly on video databases.
4  Be able to analyze and evaluate existing research methods, creative to identify and define problems, and innovative for their solutions for complex database management.


Assessment & Learning Activities

  Learning Objectives
  1 2 3 4
Learning Activities
Introduction to the course and spatial database. (Lecture)
selected
selected
   
No Lecture this week. (Other)
selected
selected
   
Spatial indexing structure I. (Lecture)  
selected
selected
selected
Spatial indexing structure II. (Lecture)  
selected
selected
selected
Mid-term Break (Other)        
Spatial query processing. (Lecture)  
selected
selected
selected
Advanced spatial database topics (Lecture)
selected
selected
selected
selected
Introduction to multimedia databases (Lecture)
selected
selected
   
Similarity search in multimedia databases. (Lecture)
selected
selected
selected
 
High-dimensional Indexing (Lecture)  
selected
selected
selected
Video Indexing and Search I (Lecture)  
selected
selected
selected
Video Indexing and Search II (Lecture)  
selected
selected
selected
Oral presentation on mutlimedia search. (Presentation)  
selected
selected
selected
Current trends and course review. (Lecture)
selected
selected
selected
selected
Revision (Other)
selected
selected
selected
selected
Final Exam (Exam)
selected
selected
selected
selected
Assessment Tasks
INFS4205/7205 Assignment 1
selected
selected
selected
selected
INFS4205/7205 Assignment 2
selected
selected
selected
selected
Final Exam
selected
selected
selected
selected

Graduate Attributes

Successfully completing this course will contribute to the recognition of your attainment of the following UQ (Postgrad Coursework) graduate attributes:

  Learning Objectives
  1 2 3 4
Graduate Attributes
A IN-DEPTH KNOWLEDGE OF THE FIELD OF STUDY
A2. A broad understanding of the field of study, including how other disciplines relate to the field of study.        
A3. A comprehensive and in-depth knowledge in the field of study.        
A5. An international perspective on the field of study.        
A7. An appreciation of the link between theory and practice.        
B EFFECTIVE COMMUNICATION
B1. The ability to collect, analyse and organise information and ideas and to convey those ideas clearly and fluently, in both written and spoken forms.  
selected
selected
selected
B2. The ability to interact effectively with others in order to work towards a common outcome.      
selected
B3. The ability to select and use the appropriate level, style and means of communication.      
selected
B4. The ability to engage effectively and appropriately with information and communication technologies.      
selected
B5. The ability to practise as part of an interdisciplinary team.        
C INDEPENDENCE AND CREATIVITY
C2. The ability to work and learn independently and effectively.        
C3. The ability to generate ideas and adapt innovatively to changing environments.    
selected
selected
C5. The ability to formulate and investigate problems, create solutions, innovate and improve current practices.        
C6. The abilities and skills that provide a foundation for future leadership roles.        
D CRITICAL JUDGEMENT
D2. The ability to apply critical reasoning to issues through independent thought and informed judgement.  
selected
selected
selected
D4. The ability to process material and to critically analyse and integrate information from a wide range of sources.        
D5. The ability to evaluate opinions, make decisions and to reflect critically on the justifications for decisions using an evidence-based approach.        
E ETHICAL AND SOCIAL UNDERSTANDING
E1. An understanding of social and civic responsibility.        
E3. An appreciation of the philosophical and social contexts of a discipline.        
E4. A knowledge and respect of ethics and ethical standards in relation to a major area of study.        
E5. A knowledge of other cultures and times and an appreciation of cultural diversity.        
E7. The ability to work effectively and sensitively across all areas of society.        
E8. An understanding of and respect for the roles and expertise of associated disciplines.