Short Title:Web Semantics and Information Mining
Full Title:Web Semantics and Information Mining
Language of Instruction:English
Module Code:COOP H6001
 
Credits: 10
Field of Study:Computer Science
Module Delivered in 4 programme(s)
Reviewed By:FINBARR FEENEY
Module Author:JOHN CARDIFF
Module Description:The aim of this module: Is to explain the importance, issues, and challenges involved in exploiting, manipulating and developing a knowledge-intensive and intelligent service Web with particular regard to the social semantic web; to develop a critical understanding of the issues involved in the elicitation and integration of information from pre-existing, independent sources, and from collective behaviours gleaned from social media platforms.
Learning Outcomes
On successful completion of this module the learner will be able to:
LO1 Demonstrate a critical understanding of the principles of the Semantic Web, and to apply principles of ontology development to information integration problems for integrating both structured and semi-structured data, at the database and application levels.
LO2 Critically evaluate the principles and potential of linked data, and to be able to develop and deploy linked data applications.
LO3 Critically evaluate the infrastructure and dynamics of social networks and to assess these in the context of a variety of data analytic applications.
LO4 Critically analyse the techniques for extracting new information from web structure and content, and to apply these techniques to practical applications.
 

Module Content & Assessment

Course Work
Assessment Type Assessment Description Outcome addressed % of total Assessment Date
Continuous Assessment The following is an indication of the CA component of this module in terms of typical tasks and how they are assessed; CA1 Typical task: Research an emerging or proposed technique, methodology, or architecture applicable to a social media application, identifying positive aspects and deficiencies, and where appropriate to propose extensions/improvements.Task assessed in terms of: Critical evaluation and systematic understanding of the task, as evidenced in the report submitted; CA2 Typical task:To consider one of the existing enabling technologies for cooperating systems and to develop a solution to a current problem within its sphere, examples might include: information consistency and versioning in ontology development, determination of data mismatches in information integration; semantic mismatches in web mining etc.Task assessed in terms of: Quality and detail of proposed solution, and demonstration of critical understanding of problem, as evidenced in the report submitted. 1,2,3,4 50.00 n/a
End of Module Formal Examination
Assessment Type Assessment Description Outcome addressed % of total Assessment Date
Formal Exam End-of-Semester Final Examination 1,2,3,4 50.00 End-of-Semester

TU Dublin – Tallaght Campus reserves the right to alter the nature and timings of assessment

 

Module Workload

Workload: Full Time
Workload Type Workload Description Hours Frequency Average Weekly Learner Workload
Lecture No Description 2.00 Every Week 2.00
Lab No Description 1.00 Every Week 1.00
Total Weekly Learner Workload 3.00
Total Weekly Contact Hours 3.00
This module has no Part Time workload.
 

Module Resources

Required Book Resources
  • Allemang, D., Hendler, J. 2011, Semantic web for the working ontologist modeling in RDF, RDFS and OWL, Wiley
  • Heath, T., Bizer, C., Hendler, J. and Van Harmelen, F. 2011, Linked Data: Evolving the Web into a Global Data Space (Synthesis Lectures on the Semantic Web, Theory and Technology), Morgan and Claypool
  • Breslin, J., Passant, A., and Decker, S. 2009, The Social Semantic Web, Springer
  • Liu, B. 2011, Web Data Mining: Exploring Hyperlinks, Contents, and Usage Data (Data-Centric Systems and Applications), Springer
  • Russell, M. 2011, Mining the Social Web, O'Reilly
  • Markov, Z. and Larose, D. 2007, Data-mining the Web : uncovering patterns in Web content, structure, and usage
This module does not have any article/paper resources
Other Resources
  • Journal: Journal of Web Semantics
  • Journal: International Journal of Cooperative Information Systems
  • Journal: VLDB Journal
 

Module Delivered in

Programme Code Programme Semester Delivery
TA_KDMCO_M M. Sc. in Distributed and Mobile Computing 1 Elective
TA_KITMG_M M.Sc. in Information Technology Management 1 Elective
TA_KDMCO_PD Postgraduate Diploma in Distributed and Mobile Computing 1 Elective
TA_KITMG_PD Postgraduate Diploma in Information Technology Management 1 Elective