/uis-dat630-fall2017

UiS DAT630 Web Search and Data Mining course, fall 2017

Primary LanguageJupyter Notebook

UiS DAT630 Web Search and Data Mining course (fall 2017)

Course information

Schedule

Week Days Lecture (Mon) Practicum (Tue) Lab (Wed) Reading
Part I: IR
34 21-23/08 no lecture Course intro; Search engine architecture and indexing (slides) Setting up environment SE, Chapters 1, 2, 5
35 21-23/08 Retrieval models (slides, exercises) Practicum-1 Assignment 1 SE, Chapter 7
36 04-06/09 Retrieval evaluation (slides, exercises) Practicum-2 Assignment 1 SE, Chapter 8
Part II: DM
37 11-13/09 Introduction & data (slides, exercises) Practicum-3 Assignment 1 Intro to DM, Chapters 1-2
38 18-20/09 Exploring data (slides) Practicum-4 Assignment 2A Intro to DM, Chapter 3
39 25-27/09 Classification (basic) Practicum-5 Assignment 2A Intro to DM, Chapter 4
40 02-04/10 TBD (Invited lecture) TBD (Invited lecture) Assignment 2A
41 09-11/10 Classification (advanced) Practicum-6 Assignment 2B Intro to DM, Chapter 5
42 16-18/10 Clustering Practicum-7 Assignment 2B Intro to DM, Chapter 8
Part III: advanced IR
43 23-25/10 Web search Practicum-8 Assignment 3
44 30-31/10 Learning-to-rank Practicum-9 Assignment 3
45 06-08/11 Semantic search Practicum-10 Assignment 3
46 13-14/11 Trial exam Part I Trial exam Part II Q&A

Assignment deadlines

  • Assignment 1: 18/09 10:00
  • Assignment 2: 23/10 10:00
  • Assignment 3: 13/11 10:00

Exam

  • Date: 4/12