INFORMATION RETRIEVAL

Course Information
TitleΑΝΑΚΤΗΣΗ ΠΛΗΡΟΦΟΡΙΑΣ / INFORMATION RETRIEVAL
CodeNIS-07-05
FacultySciences
SchoolInformatics
Cycle / Level1st / Undergraduate
Teaching PeriodWinter
CoordinatorApostolos Papadopoulos
CommonNo
StatusActive
Course ID40002970

Programme of Study: PPS-Tmīma Plīroforikīs (2019-sīmera)

Registered students: 5
OrientationAttendance TypeSemesterYearECTS
GENIKĪ KATEUTHYNSĪYPOCΗREŌTIKO KATA EPILOGĪ745

Class Information
Academic Year2018 – 2019
Class PeriodWinter
Faculty Instructors
Weekly Hours3
Class ID
600121245
Type of the Course
  • Scientific Area
  • Skills Development
Course Category
Specific Foundation / Core
Mode of Delivery
  • Face to face
Digital Course Content
Language of Instruction
  • Greek (Instruction, Examination)
Learning Outcomes
After the course completion students will have a thorough understanding of information retrieval methods used in the World Wide Web. Moreover, the assignments will provide the necessary tools required to develop their knowledge further.
General Competences
  • Apply knowledge in practice
  • Retrieve, analyse and synthesise data and information, with the use of necessary technologies
  • Adapt to new situations
  • Make decisions
  • Work autonomously
  • Work in teams
  • Generate new research ideas
  • Advance free, creative and causative thinking
Course Content (Syllabus)
- fundamental issues - classic information retrieval models - reference collections - document preprocessing - inverted indexing - signature indexing - index compression - relevance feedback - multimedia retrieval - retrieval in the world wide web - parallel and distributed information retrieval
Keywords
retrieval, web, retrieval models, indexing, parallel and distributed processing
Educational Material Types
  • Notes
  • Slide presentations
  • Book
Use of Information and Communication Technologies
Use of ICT
  • Use of ICT in Course Teaching
  • Use of ICT in Laboratory Teaching
  • Use of ICT in Communication with Students
Course Organization
ActivitiesWorkloadECTSIndividualTeamworkErasmus
Lectures39
Project69
Exams3
Literature Study39
Total150
Student Assessment
Description
Student evaluation is based on written examination, a bibliographic assignment and a system develpoment assignment. The grading scheme is avaliable in the course webpage.
Student Assessment methods
  • Written Exam with Short Answer Questions (Formative, Summative)
  • Written Assignment (Formative, Summative)
  • Oral Exams (Formative, Summative)
  • Report (Formative, Summative)
  • Labortatory Assignment (Formative, Summative)
Bibliography
Course Bibliography (Eudoxus)
"Εισαγωγή στην Ανάκτηση Πληροφοριών", Manning, C.D. and Raghavan, P. and Schutze, H. Κλειδάριθμος (μεταφρασμένο στα ελληνικά)
Additional bibliography for study
- Baeza-Yates, R. and Ribeiro-Neto, B., "Modern Information Retrieval", ACM Press, 2011. - Witten, I.H and Moffat, A. and Bell, T.C., "Managing Gigabytes: Compressing and Indexing Documents and Images", Morgan Kaufmann, 1999. - Korfhage, R., "Information Storage and Retrieval", John Wiley & Sons, 1997. - Frakes, W.B. and Baeza-Yates (eds), "Information Retrieval: Data Structures and Algorithms", Prentice Hall, Englewood Cliffs, NJ, 1992.
Last Update
14-06-2016