Retrieval in the Web I

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Retrieval in the Web I
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This lecture gives an overview on Information Retrieval. It explains why documents are ranked the way they are. The lecture explains the most relevant ways for content representation: Automatic indexing and manual indexing. For automatic indexing, the frequencey of word is of special relevance and their influence on the weighting of term are discussed. The most relevant models are introduced. The session on evaluation discusses new metrics like the Normalized Discounted Cumulative Gain. The session of information behavior provides a brief overview and explains the relation to IR. The session on optimization mainly introduces term expansion and fusion methods. The session on Web retrieval is concerned with the quality aspects and gives a basic insight to the PageRank algorithm.
Information Retrieval
Search Engine Technology
Information Behavior
Automatic Indexing
Academic Lecture
Retrieval models
Web Retrieval
Evaluation of Retrieval Systems
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Web page World Wide Web Consortium Query language Game controller Information Multiplication sign Insertion loss Number Frequency Programmer (hardware) Video game Content (media) Computer animation Search engine (computing) Internetworking Linker (computing) Extension (kinesiology) Physical system World Wide Web Consortium
Web page Point (geometry) Mathematics Causality Subject indexing Multimedia Aerodynamics Extension (kinesiology) Physical system World Wide Web Consortium Data type Multiplication Information Physical law Planning Bit Line (geometry) Subject indexing Content (media) Computer animation Search engine (computing) Multimedia Gravitation Website Data type Matching (graph theory)
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Web page Point (geometry) Multiplication sign Home page Sheaf (mathematics) Virtual machine Login Mereology Event horizon Goodness of fit Video game Mathematics Linker (computing) Authorization Energy level Divisor Algorithm Information Cellular automaton Physical law Planning Local Group Word Process (computing) Computer animation Network topology Computer network Phase transition Order (biology) Game theory Quicksort
Web page Random number Link (knot theory) Sweep line algorithm Multiplication sign Home page Average Mereology Rule of inference Leak Number Connected space Revision control Web 2.0 Data model Goodness of fit Arithmetic mean Process (computing) Computer animation Average Interpreter (computing) Divisor Game theory Data type
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