460-6018/02 – Social Networking (SOS)

Gurantor departmentDepartment of Computer ScienceCredits10
Subject guarantorprof. RNDr. Václav Snášel, CSc.Subject version guarantorprof. RNDr. Václav Snášel, CSc.
Study levelpostgraduateRequirementChoice-compulsory type B
YearSemesterwinter + summer
Study languageEnglish
Year of introduction2015/2016Year of cancellation
Intended for the facultiesFEIIntended for study typesDoctoral
Instruction secured by
LoginNameTuitorTeacher giving lectures
SNA57 prof. RNDr. Václav Snášel, CSc.
Extent of instruction for forms of study
Form of studyWay of compl.Extent
Full-time Examination 28+0
Part-time Examination 28+0
Distance Examination 10+0

Subject aims expressed by acquired skills and competences

Goals of the course: social networking

Teaching methods

Individual consultations

Summary

The content of the subject is following. Social graph extraction, basic graph notions, crank, top level, degree of centrality, degree of intermediate, 2-continuous graphs, n-continuous graphs, basic graph algorithms, spectral analysis of graphs, Fiedler's graph component, Pageranking, Kleinberg model, Graphs (Erdos-Renyi model), small worlds (Watts-Strogatz model), bar chart charts (Barabasi-Albert model), models of dynamically growing networks, epidemics in a homogeneous environment, networks of coauthors, simulation of network behavior, visualization of networks.

Compulsory literature:

Ajith Abraham, Aboul-Ella Hassanien, and Václav Snášel. Computational Social Network Analysis: Trends, Tools and Research Advances, Springer 2009. Mark Newman, Albert-Laszlo Barabasi, and Duncan J. Watts. The Structure and Dynamics of Networks: (Princeton Studies in Complexity), Princeton University Press, 2006. Peter J. Carrington, John Scott, Stanley Wasserman. Models and Methods in Social Network Analysis, Cambridge University Press, 2005.

Recommended literature:

Wouter de Nooy, Andrej Mrvar, Vladimir Batagelj. Exploratory Social Network Analysis with Pajek, Cambridge University Press, 2005. Duncan J. Watts. Small Worlds: The Dynamics of Networks between Order and Randomness (Princeton Studies in Complexity), Princeton University Press, 2003. Stanley Wasserman, Katherine Faust. Social Network Analysis: Methods and Applications, Cambridge University Press, 1994.

Way of continuous check of knowledge in the course of semester

Ongoing review of learning activities and assignments as part of regular consultations. If the student's assignments also include publishing, the relevant article will be presented in the course.

E-learning

Other requirements

Additional requirements for the student are not.

Prerequisities

Subject has no prerequisities.

Co-requisities

Subject has no co-requisities.

Subject syllabus:

Extracting social networks, basic graph concepts, handle, top grade, degree of centrality, etc.

Conditions for subject completion

Full-time form (validity from: 2015/2016 Winter semester)
Task nameType of taskMax. number of points
(act. for subtasks)
Min. number of pointsMax. počet pokusů
Examination Examination   3
Mandatory attendence participation:

Show history

Conditions for subject completion and attendance at the exercises within ISP:

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2015/2016 (P1807) Computer Science, Communication Technology and Applied Mathematics (1103V036) Computational and Applied Mathematics P English Ostrava Choice-compulsory study plan
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2015/2016 (P1807) Computer Science, Communication Technology and Applied Mathematics (1801V001) Informatics P English Ostrava Choice-compulsory study plan
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Occurrence in special blocks

Block nameAcademic yearForm of studyStudy language YearWSType of blockBlock owner

Assessment of instruction



2019/2020 Summer