Social Media Intelligence

Unit Outline (Higher Education)

   
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Effective Term: 2025/05
Institute / School :Institute of Innovation, Science & Sustainability
Unit Title: Social Media Intelligence
Unit ID: AIWSU7025
Credit Points: 15.00
Prerequisite(s): Nil
Co-requisite(s): Nil
Exclusion(s): Nil
ASCED: 029999
Other Change:  
Brief description of the Unit

Social Media Intelligence presents the theory and practice of extracting and analysing information from social media networks. The aims are to identify properties of social networks, and to make predictions about future events. Topics included will cover areas such as Graph theory, Game theory and Network dynamics and we will identify how these can be used to model and extract information from Facebook and Twitter.

Grade Scheme: Graded (HD, D, C, P, MF, F, XF)
Work Experience Indicator:
No work experience
Placement Component: No
Supplementary Assessment:Yes
Where supplementary assessment is available a student must have failed overall in the Unit but gained a final mark of 45 per cent or above, has completed all major assessment tasks (including all sub-components where a task has multiple parts) as specified in the Unit Description and is not eligible for any other form of supplementary assessment
Course Level:
Level of Unit in CourseAQF Level(s) of Course
5678910
Introductory                                                
Intermediate                                        
Advanced                                                
Learning Outcomes:
Knowledge:
K1.

Identify and describe properties of social media networks.

Skills:
S1.

Compute graph statistics from given social media networks

S2.

Analyse simple games and describe their connection to social media networks

S3.

Compute and interpret centrality scores over social media networks

S4.

Generate and identify small world networks

Application of knowledge and skills:
Unit Content:

• Graphs

• Strong and weak ties

• Networks in their surrounding contexts

• Positive and negative relationships

• Games

• The structure of the web

• Link Analysis and web search

• Information Cascades

• Power Laws and Rich-get-richer phenomenon

• Cascading Behaviour in Networks

• The small world phenomenon

• Voting


Graduate Attributes:
Federation University recognises that students require key transferable employability skills to prepare them for their future workplace and society. FEDTASKS (Transferable Attributes Skills and Knowledge) provide a targeted focus on five key transferable Attributes, Skills, and Knowledge that are be embedded within curriculum, developed gradually towards successful measures and interlinked with cross-discipline and Co-operative Learning opportunities. One or more FEDTASK, transferable Attributes, Skills or Knowledge must be evident in the specified learning outcomes and assessment for each FedUni Unit, and all must be directly assessed in each Course.

FED TASK and descriptorDevelopment and acquisition of FEDTASKS in the Unit
Level
FEDTASK 1
Interpersonal

Students at this level will demonstrate an advanced ability in a range of contexts to effectively communicate, interact and work with others both individually and in groups. Students will be required to display high level skills in-person and/or online in: • Using and demonstrating a high level of verbal and non-verbal communication • Demonstrating a mastery of listening for meaning and influencing via active listening • Demonstrating and showing empathy for others • High order skills in negotiating and conflict resolution skills\\ • Demonstrating mastery of working respectfully in cross-cultural and diverse teams.

3 - N/A
FEDTASK 2
Leadership

Students at this level will demonstrate a mastery in professional skills and behaviours in leading others. • Creating and sustaining a collegial environment • Demonstrating a high level of self -awareness and the ability to self-reflect and justify decisions • Inspiring and initiating opportunities to lead others • Making informed professional decisions • Demonstrating initiative in new professional situations.

3 - N/A
FEDTASK 3
Critical Thinking and Creativity

Students at this level will demonstrate high level skills in working in complexity and ambiguity using the imagination to create new ideas. Students will be required to display skills in: • Reflecting critically to generate and consider complex ideas and concepts at an abstract level • Analysing complex and abstract ideas, concepts and information • Communicate alternative perspectives to justify complex ideas • Demonstrate a mastery of challenging conventional thinking to clarify complex concepts • Forming creative solutions in problem solving to new situations for further learning.

3 - N/A
FEDTASK 4
Digital Literacy

Students at this level will demonstrate the ability to work competently across a wide range of tools, platforms and applications to achieve a range of tasks. Students will be required to display skills in: • Mastering, exploring, evaluating, managing, curating, organising and sharing digital information professionally • Collating, managing complex data, accessing and using digital data securely • Receiving and responding professionally to messages in a range of professional digital media • Contributing competently and professionally to digital teams and working groups • Participating at a high level in digital learning opportunities.

1 - Yes
FEDTASK 5
sustainable and Ethical Mindset

Students at this level will demonstrate a mastery of considering and assessing the consequences and impact of ideas and actions in enacting professional ethical and sustainable decisions. Students will be required to display skills in: • Demonstrate informed judgment making that considers the impact of devising complex solutions in ambiguous global economic environmental and societal contexts • Professionally committing to the promulgation of social responsibility • Demonstrate the ability to evaluate ethical, socially responsible and/or sustainable challenges and generating and articulating responses • Communicating lifelong, life-wide and life-deep learning to be open to the diverse professional others • Generating, leading and implementing required actions to foster sustainability in their professional and personal life

3 - N/A
 Learning Outcomes AssessedAssessment TasksAssessment TypeWeighting
1.K1, S1, S2, S3, S4

5 x 30-minute quizzes

Quiz

20%

2.S1

2000-word report

Report

30%

3.K1, S1, S2, S3, S4

2 hour final exam

Final Exam

40%

Adopted Reference Style:
APA  ()

Professional Standards / Competencies:
 Standard / Competency