Searching the web - NDBI038 (fall semester)
Requirements - at least 50 points out of 100
1) project (at least 25 points)
2) test (at least 25 points)
Slides are stored in SIS at the course page.
1-2 person project topics
- web crawler + indexer
- text document search engine - boolean model (Galvánek), extended boolean model
- text document search engine - vector model (Žigmund), LSI vector model
- pagerank on web page collection
- pagerank on facebook friends using Facebook API (e.g., my inlink is a like, comment of my content)
- RDF data visualization (Finger)
- SPARQL engine (SPARQL fragment)
- product recommendation based on top-k operator (multi-attribute aggregation)
- product recommendation based on preferences/purchase history (Gešo)
- product recommendation based on collaborative filtering
- SEO document convertor (convert non-HTML into HTML using SEO)
- entity crawler (web entity identification + crawling)
Multimedia retrieval - NDBI034 (fall semester)
Requirements - at least 50 points out of 100
1) project (at least 25 points)
2) test (at least 25 points)
Slides are stored in SIS at the course page.
1-2 person project topics
- general bag of features retrieval engine
- SIFT extractor + matching + gometric verification
- a main-memory metric index
- query by sketch image search
- face detection and retrieval (Škrlj, Dluhoš)
- similarity join on faces (in Facebook-like environment)
- audio/genre classification
- shape matching using time series representation
- 3D model matching
- video abstracting (interesting keyframe extraction)
- video copy detection