460-4059/01 – Adaptive Web Systems (AWS)

Gurantor departmentDepartment of Computer ScienceCredits4
Subject guarantordoc. RNDr. Petr Šaloun, Ph.D.Subject version guarantordoc. RNDr. Petr Šaloun, Ph.D.
Study levelundergraduate or graduateRequirementOptional
Year2Semestersummer
Study languageCzech
Year of introduction2013/2014Year of cancellation
Intended for the facultiesFEIIntended for study typesFollow-up Master
Instruction secured by
LoginNameTuitorTeacher giving lectures
S1A10 doc. RNDr. Petr Šaloun, Ph.D.
Extent of instruction for forms of study
Form of studyWay of compl.Extent
Full-time Credit and Examination 2+2
Combined Credit and Examination 10+0

Subject aims expressed by acquired skills and competences

To learn the principles and technologies of adaptive semantic web, and virtually test / create content, annotations, or implement algorithms or techniques for personalization and adaptation in the environment of adaptive system, implementation in Java and C #.

Teaching methods

Lectures
Tutorials

Summary

Semantic web enables to offer content targeted to the user's interests and profile. Such a personalization performs adaptive web systems using domain model, user model, technology of adaptation and possibly collaborative recommendation based on social recommendation. For these approaches are appropriate technologies, techniques and metrics. The overview at the appropriate level will be part of the course. The practical part will be partly devoted to work with a functional prototype of a web XAPOS adaptive system, where students will perform the appropriate task.

Compulsory literature:

Brusilovski, P., Kobsa, A., Nejdl, W., The Adaptive Web: Methods and Strategies of Web Personalization, Springer 2007

Recommended literature:

Bing, L., Web data mining, Springer 2007 Mendes, E., Mosley, N., Web Engineering, Springer 2007

Way of continuous check of knowledge in the course of semester

Presentation on a given theme. Individual homework.

E-learning

Další požadavky na studenta

There are no extra knowledge necessary.

Prerequisities

Subject has no prerequisities.

Co-requisities

Subject has no co-requisities.

Subject syllabus:

Lectures: 1st Introduction to the adaptive Web. 2nd Models, modeling and basic concepts. 3rd Link analysis, static and dynamic algorithms evaluation sites. 4th User model in adaptive web-based systems and adaptive learning systems. 5th User profile and personalize. 6th Data collection and preprocessing of texts in natural language. 7th Data Mining for personalization site. 8th Documents modeling. 9th Personalization and Web search. 10th Adaptive navigation. 11th Filtering and referral systems. 12th Recommending content-based and event-based recommendation. 13th Adaptive presentation of web content. Exercises: The aim of the exercise is practical work with a functional prototype of adaptive web system XAPOS. Specifically, the transformation of inputs and outputs to/from the internal format of XAPOS, working with ontologies using tools for language OWL (Protege for example). Analysis and adjustment module XAPOS, which is available in source form arg.vsb.cz/XAPOS/

Conditions for subject completion

Combined form (validity from: 2013/2014 Winter semester)
Task nameType of taskMax. number of points
(act. for subtasks)
Min. number of points
Exercises evaluation and Examination Credit and Examination 100 (100) 51
        Exercises evaluation Credit 50 (50) 25
                Semestral project Semestral project 50  25
        Examination Examination 50  26
Mandatory attendence parzicipation:

Show history

Occurrence in study plans

Academic yearProgrammeField of studySpec.FormStudy language Tut. centreYearWSType of duty
2019/2020 (N2647) Information and Communication Technology (2612T025) Computer Science and Technology P Czech Ostrava 2 Optional study plan
2019/2020 (N2647) Information and Communication Technology (2612T025) Computer Science and Technology K Czech Ostrava 2 Optional study plan
2018/2019 (N2647) Information and Communication Technology (2612T025) Computer Science and Technology P Czech Ostrava 2 Optional study plan
2018/2019 (N2647) Information and Communication Technology (2612T025) Computer Science and Technology K Czech Ostrava 2 Optional study plan
2017/2018 (N2647) Information and Communication Technology (2612T025) Computer Science and Technology P Czech Ostrava 2 Optional study plan
2017/2018 (N2647) Information and Communication Technology (2612T025) Computer Science and Technology K Czech Ostrava 2 Optional study plan
2016/2017 (N2647) Information and Communication Technology (2612T025) Computer Science and Technology P Czech Ostrava 2 Optional study plan
2016/2017 (N2647) Information and Communication Technology (2612T025) Computer Science and Technology K Czech Ostrava 2 Optional study plan
2015/2016 (N2647) Information and Communication Technology (2612T025) Computer Science and Technology P Czech Ostrava 2 Optional study plan
2015/2016 (N2647) Information and Communication Technology (2612T025) Computer Science and Technology K Czech Ostrava 2 Optional study plan
2014/2015 (N2647) Information and Communication Technology (2612T025) Computer Science and Technology P Czech Ostrava 2 Optional study plan
2014/2015 (N2647) Information and Communication Technology (2612T025) Computer Science and Technology K Czech Ostrava 2 Optional study plan
2013/2014 (N2647) Information and Communication Technology (2612T025) Computer Science and Technology P Czech Ostrava 2 Optional study plan
2013/2014 (N2647) Information and Communication Technology (2612T025) Computer Science and Technology K Czech Ostrava 2 Optional study plan

Occurrence in special blocks

Block nameAcademic yearForm of studyStudy language YearWSType of blockBlock owner