Video in TIB AV-Portal: Optimization

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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.
Keywords Information Retrieval Search Engine Technology Information Behavior Automatic Indexing Academic Lecture Retrieval models Web Retrieval Evaluation of Retrieval Systems
Suite (music) Information Real number Multiplication sign .NET Framework Information retrieval Frequency Causality Moving average Website Mathematical optimization Summierbarkeit Resultant Physical system
Metropolitan area network Regulärer Ausdruck <Textverarbeitung> System of linear equations Sine Maxima and minima Infinity Time domain Principle of maximum entropy Membrane keyboard Object (grammar) Lie group Game theory Website HTTP cookie Resultant
Division (mathematics) Whiteboard Term (mathematics) Disk read-and-write head Resultant
Area Computer font Group action Sheaf (mathematics) Maxima and minima Newsletter Software maintenance Value-added network Type theory Word Process (computing) Ranking Physical law Musical ensemble Summierbarkeit Information security Game theory Position operator Resultant
Revision control Computer font Dependent and independent variables Statistics Physical law Query language Ranking Summierbarkeit Newsletter Conditional-access module Relevance feedback Mathematical optimization
Point (geometry) Length State of matter Multiplication sign Information retrieval Goodness of fit Term (mathematics) Semiconductor memory Set (mathematics) Query language Information Relevance feedback Physical system Area Theory of relativity Information Cellular automaton Fitness function Word Speech synthesis Website Iteration Mathematical optimization Physical system Resultant
Point (geometry) User interface Closed set Calculation Planning Price index Term (mathematics) Similarity (geometry) Force Ring (mathematics) Bit rate Average Subject indexing Information Process (computing) Representation (politics) Freeware Matrix (mathematics) Resultant Physical system Row (database)
Group action Addition Information Distribution (mathematics) Structural load Multiplication sign Numbering scheme Term (mathematics) Computer configuration System programming Iteration Information Game theory Extension (kinesiology) Relevance feedback Resultant Physical system
Presentation of a group Functional (mathematics) Information Multiplication sign Thermal expansion Computer simulation Thermal expansion Group action Term (mathematics) Machine vision Similarity (geometry) Force Uniform boundedness principle Uniform resource locator Term (mathematics) Query language Information Musical ensemble Quicksort Game theory Relevance feedback Family Physical system Physical system
Point (geometry) Greatest element Context awareness Weight View (database) Multiplication sign Physical law Thermal expansion Computer network Term (mathematics) Rule of inference Vector space model 2 (number) Data model Word Übertragungsfunktion Query language Interpreter (computing) Endliche Modelltheorie Netzwerkdatenbanksystem Resultant Social class
Source code Dialect Distribution (mathematics) Algorithm Weight Multiplication sign Execution unit 1 (number) Parameter (computer programming) Term (mathematics) Information retrieval Number Logic Vector graphics Vector space Query language Data Encryption Standard Information Relevance feedback Data structure
Group action Pseudonymization Multiplication sign Thermal expansion Thermal expansion Term (mathematics) Control flow Number Type theory Subject indexing Word Sic Causality Personal digital assistant Term (mathematics) Order (biology) Query language Whiteboard Window Resultant Physical system Library (computing) Directed graph
Perfect group Multiplication sign Tournament (medieval) Thermal expansion Public domain Water vapor Element (mathematics) Independence (probability theory) Information retrieval Frequency Medical imaging Mathematics Goodness of fit Bit rate Term (mathematics) Forest Query language Finitary relation Data structure Extension (kinesiology) Descriptive statistics Injektivität Information Physical law Computer network Bit Term (mathematics) Software Symmetry (physics) Network topology Order (biology) Game theory Quicksort Resultant Associative property
Area Rule of inference Context awareness Beat (acoustics) Line (geometry) View (database) Multiplication sign Calculation Term (mathematics) Computer Similarity (geometry) Information retrieval Word Voting Term (mathematics) Different (Kate Ryan album) Object (grammar) Personal digital assistant Finitary relation Matrix (mathematics) Associative property
Ocean current Rule of inference Theory of relativity Virtual machine Computer simulation Term (mathematics) Independence (probability theory) Term (mathematics) Object (grammar) Network topology Personal digital assistant Query language Finitary relation Website Object (grammar) Associative property Physical system Associative property
Web page Mountain pass Thermal expansion Revision control Information retrieval Object (grammar) Data acquisition Vector graphics Finitary relation Query language Physical system World Wide Web Consortium Area Information systems Mereology Line (geometry) Group action Term (mathematics) Statistics Demoscene Similarity (geometry) Internetworking Personal digital assistant Simulation Matrix (mathematics) Associative property
Area Information retrieval Line (geometry) Object (grammar) Vector graphics Calculation Finitary relation Term (mathematics) Simulation Matrix (mathematics) Similarity (geometry) Associative property
Thermal expansion Set (mathematics) Mereology Programmer (hardware) Term (mathematics) Object (grammar) Vector graphics Query language Finitary relation Matrix (mathematics) Associative property Computer simulation Volume (thermodynamics) Mereology Term (mathematics) Statistics Similarity (geometry) Particle system Word Digital photography Personal digital assistant Mathematical singularity Simulation Matrix (mathematics) Geometry Associative property
Information systems View (database) Thermal expansion Bit Mereology Term (mathematics) Distance Mereology Statistics Word Medical imaging Word Arithmetic mean Hypermedia Object (grammar) Single-precision floating-point format Query language Natural language Extension (kinesiology) Associative property Matrix (mathematics) Resultant
Source code Meta element Dependent and independent variables Algorithm Link (knot theory) Scaling (geometry) 1 (number) Electronic mailing list Mathematical analysis Price index Lattice (order) Machine vision Information retrieval Arithmetic mean Mathematics Ring (mathematics) Different (Kate Ryan album) Different (Kate Ryan album) Ranking Ranking Resultant
Algorithm Freeware Graph (mathematics) Closed set Curve Electronic mailing list Online help Group action Similarity (geometry) Machine vision Number Average Bridging (networking) Different (Kate Ryan album) System programming Ideal (ethics) Website Physical system Physical system
Machine learning Meta element Algorithm Information Decision theory Virtual machine Expert system Lattice (order) Flow separation Computer Number Measurement Information retrieval Estimator Hypermedia Search engine (computing) Operator (mathematics) System programming Energy level World Wide Web Consortium
Web page Perfect group Key (cryptography) Multiplication sign Electronic mailing list Shape (magazine) Mereology Number Facebook Process (computing) Personal digital assistant Operator (mathematics) Video game Hardware-in-the-loop simulation Office suite Quicksort Family Position operator
Information retrieval Uniform resource locator Roundness (object) Multiplication sign Maxima and minima Website Ranking Electronic mailing list Ranking Summierbarkeit Multiplication Position operator
Area Point (geometry) Rounding Functional (mathematics) Multiplication sign Moment (mathematics) Virtual machine Maxima and minima Distance Mereology Database normalization Different (Kate Ryan album) Summierbarkeit Resultant
Meta element Standard deviation User interface Weight Multiplication sign Combinational logic Electronic mailing list Mathematical analysis Average Information retrieval Voting Term (mathematics) Googol Subject indexing Information Process (computing) Summierbarkeit Weight function Linear map Physical system Algorithm Link (knot theory) Inheritance (object-oriented programming) Planning Parameter (computer programming) Coma Berenices Maxima and minima Single-precision floating-point format Number Function (mathematics) System programming Physical system
Multitier architecture Feedback Web page Data storage device Line (geometry) Group action Perspective (visual) Revision control Information retrieval Order (biology) Voting Software Integrated development environment Information Game theory Table (information) Logic gate Resultant Physical system
Execution unit Dependent and independent variables Metric system Streaming media Vector potential Computer Product (business) Vector potential Similarity (geometry) Word Order (biology) Numerical taxonomy Performance appraisal Green's function System programming Set (mathematics) Ranking Social class Physical law Videoconferencing Pressure Mathematical optimization Resultant Data type
Digital filter User interface Natural language Real number Price index Infinity Expected value Word Information retrieval Subject indexing Information Process (computing) output System identification Maß <Mathematik> Information extraction Physical system Data type Addition Workstation <Musikinstrument> Raw image format Pattern recognition Information Mereology Term (mathematics) Element (mathematics) Number Numerical taxonomy Word Function (mathematics) Network topology Mixed reality Natural number System programming Right angle Key (cryptography) Representation (politics) Matrix (mathematics) Resultant Reduction of order Row (database)
Rule of inference Artificial neural network Interactive television Bit error rate Bit rate Discrete element method Variance Value-added network Number Measurement Numerical taxonomy Number Performance appraisal Population density Network topology System programming Musical ensemble Special linear group Series (mathematics) Category of being Abelian category Numerical taxonomy Physical system Data type
Point (geometry) Email State of matter Line (geometry) Natural language Content (media) Rule of inference Web 2.0 Word Information retrieval Chain Blog Subject indexing Physical law Universe (mathematics) Search engine (computing) Process (computing) Information Physical system Data type Information management Observational study Online help Suite (music) Physical law Solid geometry Euler angles Natural number System programming Inference Revision control Key (cryptography) Whiteboard Videoconferencing
Point (geometry) Source code Group action Natural language Feedback Home page Maxima and minima Coma Berenices Line (geometry) Similarity (geometry) Frequency Hypermedia Web service Googol Information Pairwise comparison Resultant Physical system
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