Models II


Formal Metadata

Models II
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Mandl, Thomas
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Stiftung Universität Hildesheim
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Content Metadata

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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
Information retrieval Goodness of fit Computer animation Observational study Forest Physical law Gradient Selectivity (electronic) Weight Term (mathematics) Mathematical model
Web page Mathematical model Natural language Combinational logic Insertion loss Weight Mereology Element (mathematics) Number Similarity (geometry) Degree (graph theory) Revision control Database normalization Performance appraisal Computer animation Natural language Object (grammar) Pairwise comparison Subtraction Bounded variation Library (computing) Physical system
Domain name Read-only memory Spacetime Query language Scheduling (computing) Service (economics) Natural language Multiplication sign Insertion loss Distance Mathematical model Event horizon Number Information retrieval Matrix (mathematics) Mathematics Term (mathematics) Hypermedia Internet forum Vector space Electronic visual display Fuzzy logic Netzwerkdatenbanksystem Extension (kinesiology) Condition number Boolean algebra Boss Corporation Series (mathematics) Polygon mesh Spacetime Mathematical model View (database) Theory Term (mathematics) Vector graphics Mathematical model Word Computer animation Estimation Fuzzy logic Website Right angle Natural language Sinc function Resultant Matching (graph theory) Library (computing)
Statistics Multiplication Mathematical model Natural language Distribution (mathematics) Distribution (mathematics) Sound effect Independence (probability theory) Mathematical model Sequence Number Sequence Independence (probability theory) Word Frequency Word Computer animation Bit rate Average Single-precision floating-point format Statistics Natural language Right angle
State observer Electric generator Mathematical model Distribution (mathematics) Natural language Multiplication sign Distribution (mathematics) Mathematical model Functional (mathematics) Number Word Single-precision floating-point format Frequency Word Frequency Computer animation Natural language
Query language Web crawler Mathematical model Natural language Distribution (mathematics) Moment (mathematics) Distribution (mathematics) Range (statistics) Mathematical model Information retrieval Frequency Word Frequency Computer animation Average Order (biology) Natural language Subtraction Position operator
Query language Natural language Multiplication sign Distribution (mathematics) 1 (number) Mathematical model Information retrieval Word Frequency CAN bus Spreadsheet Zustandsgröße Smoothing Subtraction Mathematical model Smoothing Distribution (mathematics) Software developer Functional (mathematics) Word Computer animation Personal digital assistant Function (mathematics) Natural language Quicksort
Point (geometry) Computer file Length Natural language Multiplication sign Curve Water vapor Mereology Weight Approximation Open set Number Word Sign (mathematics) Type theory Smoothing Subtraction Mobile Web Boss Corporation Mathematical model Uniqueness quantification Point (geometry) Moment (mathematics) Length Planning Division (mathematics) Term (mathematics) Measurement Functional (mathematics) System call Number Word Summation Computer animation Order (biology) Website Natural language Identical particles Resultant
Interpolation Natural language Parameter (computer programming) Mereology Word Frequency Mixture model Programmer (hardware) Smoothing Metropolitan area network Linear map Mathematical model Smoothing Parameter (computer programming) Local Group Word Summation Process (computing) Frequency Computer animation Lattice (order) Mixture model Natural language Interpolation Local ring
Mathematical model Natural language Parameter (computer programming) System call Mathematical model Word Word Frequency Computer animation Mixture model Natural language Smoothing Quicksort Interpolation Freeware Subtraction Linear map
Randomization Natural language Sheaf (mathematics) Matching (graph theory) Parameter (computer programming) Weight Mereology Mathematics Information Physical system Algorithm Product (category theory) Structural load Basis (linear algebra) Term (mathematics) Surface of revolution Functional (mathematics) Measurement Divergence Frequency System programming Quicksort Web page Purchasing Transport Layer Security Distribution (mathematics) Distance Rule of inference Sound effect Frequency Natural number Term (mathematics) Subtraction Condition number Modal logic Polygon mesh Mathematical model Information MUD Physical law Division (mathematics) Performance appraisal Word Voting Computer animation Function (mathematics) Natural language Game theory Matching (graph theory)
Mathematical model Natural language Distribution (mathematics) Distribution (mathematics) Theory Parameter (computer programming) Weight Mathematical model Frequency Word Computer animation Personal digital assistant Mixture model Smoothing Interpolation Reading (process) Matching (graph theory) Linear map
Pattern recognition Algorithm Natural language Multiplication sign Mereology Mathematical model Number Video game Causality Natural number Computer network Forest Genetic programming Netzwerkdatenbanksystem Vulnerability (computing) Social class Family Rule of inference Algorithm Spacetime Mathematical model Distribution (mathematics) Complex (psychology) Theory Weight Functional (mathematics) Word Computer animation Personal digital assistant Computer network Computer science Natural language Game theory Matching (graph theory)
Process (computing) Sine Sigma-algebra Bit error rate Mathematical model Coprocessor Symbol table Number Frequency Arithmetic mean Message passing Computer animation Natural number Computer network Information retrieval Single-precision floating-point format Computer network Statement (computer science) Energy level Process (computing) Central processing unit Units of measurement Subtraction Units of measurement
Point (geometry) Read-only memory Product (category theory) State of matter Correspondence (mathematics) Multiplication sign Calculation Parameter (computer programming) Disk read-and-write head Weight Computer 2 (number) Summation Mathematics Bit rate Read-only memory Computer network Videoconferencing Energy level output Subtraction Units of measurement Condition number Mathematical model Feedback Parameter (computer programming) Division (mathematics) Weight Term (mathematics) Arithmetic mean Computer animation Computer network output Game theory Electric current
Group action INTEGRAL View (database) Multiplication sign Range (statistics) Insertion loss Image registration Disk read-and-write head Mathematics Video game Computer network Special functions Kolmogorov complexity Physical system Area Algorithm Process (computing) Closed set Logistic distribution Perturbation theory Functional (mathematics) Message passing Arithmetic mean Computer simulation Network topology Order (biology) output Right angle Quicksort Point (geometry) Service (economics) Rule of inference Bridging (networking) Selectivity (electronic) output Units of measurement Metropolitan area network Condition number Standard deviation Host Identity Protocol Information Cellular automaton Physical law Division (mathematics) Set (mathematics) Symbol table Summation Voting Computer animation Function (mathematics) Computer network Game theory
Classical physics Read-only memory Query language State of matter Multiplication sign Mereology Distance Rule of inference Open set Data transmission Prime ideal Frequency Matrix (mathematics) Mathematics Bit rate Term (mathematics) Computer network Forest EasyJet Subtraction Vulnerability (computing) Theory of relativity Element (mathematics) Division (mathematics) Electric power transmission Local Group Word Computer animation Personal digital assistant Computer network Website Adjacency matrix Object (grammar) Quicksort Game theory Units of measurement Bounded variation Identical particles Separation axiom
Point (geometry) Mathematical model Computer animation Term (mathematics) Cycle (graph theory) Disintegration Computer network Thermal expansion Insertion loss Data transmission
Mathematical model Computer file Cycle (graph theory) Multiplication sign Disintegration Thermal expansion Thermal expansion Term (mathematics) Mathematical model Functional (mathematics) Subset Flow separation Information retrieval Computer animation Term (mathematics) Computer network Massendaten Sheaf (mathematics) Computer network Interpreter (computing) Data type
Trail Query language Mathematical model Multiplication sign Thermal expansion Term (mathematics) Wave packet Information retrieval Spring (hydrology) Computer animation Computer network Hausdorff dimension Massendaten Sheaf (mathematics) Computer network Software testing Units of measurement Resultant Physical system
Multiplication sign Insertion loss Weight Mathematical model Vector space model Number Goodness of fit Matrix (mathematics) Strategy game Computer network Videoconferencing Heuristic Ranking Software testing Extension (kinesiology) Physical system Area Spacetime Mathematical model Information Physical law Parallel port Term (mathematics) Limit (category theory) Measurement Local Group Data mining Computer animation Computer network System programming Orientation (vector space) Website Pattern language Natural language Ranking Row (database)
Time zone Addition Trail Implementation Simulation Mathematical model Interactive television Sound effect Parameter (computer programming) Sound effect Mathematical model Performance appraisal Computer animation Network topology System programming Orientation (vector space) Heuristic Ranking Heuristic Mathematical optimization Physical system
Rounding Query language Greatest element Divisor Computer file Length Multiplication sign Real number Calculation Number Word Frequency Linear map Multiplication sign Link (knot theory) Weight Binary file Number Word Hausdorff space Frequency Computer animation Personal digital assistant Natural language Whiteboard Interpolation Units of measurement Resultant
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