Representation III: Weighting (Gewichtung) 2

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Representation III: Weighting (Gewichtung) 2
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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
Length Length Sampling (statistics) Term (mathematics) Digital object identifier Element (mathematics) Information retrieval Database normalization Frequency Word Term (mathematics) Representation (politics) Game theory Representation (politics) Resultant Social class Spacetime
Web page Group action Functional (mathematics) Polygon mesh State of matter Multiplication sign Expression Exponential function Exponential function Digital object identifier Rule of inference Process (computing) Function (mathematics) Revision control
Dependent and independent variables Functional (mathematics) State of matter Logarithm Structural load Physical law Letterpress printing Basis <Mathematik> Mereology Power (physics) Number Number Personal digital assistant Function (mathematics) Descriptive statistics Local ring
Functional (mathematics) Logarithm Curve Inverse element Mereology Approximation Number Formal language Word Order (biology) Causality Dedekind cut Summierbarkeit Position operator Physical system Distribution (mathematics) Information Physical law Counting Library catalog Flow separation Power (physics) Degree (graph theory) Word Fraction (mathematics) Frequency Whiteboard Square number
Frequency Word Service (economics) Term (mathematics) Logarithm Tap (transformer) Order (biology) Right angle Flow separation Formal language Similarity (geometry) Chi-squared distribution
Raw image format Group action Information systems Multiplication sign Decision theory Weight Inverse element Bit Insertion loss Mass Term (mathematics) Mereology Digital object identifier Number Frequency Number Word Frequency Well-formed formula Website
Point (geometry) Group action Functional (mathematics) State of matter View (database) Multiplication sign Tournament (medieval) Range (statistics) Insertion loss Water vapor Rule of inference Machine vision Power (physics) Number Formal language Fraction (mathematics) Word Frequency Goodness of fit Electronic visual display Energy level Ranking Physical law Data conversion Nichtlineares Gleichungssystem Position operator Distribution (mathematics) Dialect Theory of relativity Exponentiation Physical law System call Perspective (visual) Uniform boundedness principle Word Process (computing) Frequency Ring (mathematics) Personal digital assistant Order (biology) Video game Right angle Figurate number Ranking Game theory Potenz <Mathematik> Reading (process) Row (database)
Group action Computer file Scaling (geometry) Multiplication sign Letterpress printing Mass Formal language Number Power (physics) Word Frequency Natural number Ranking Physical law Social class Raw image format Distribution (mathematics) Scaling (geometry) Information systems Exponentiation Inverse element Line (geometry) Extreme programming Term (mathematics) Cartesian coordinate system Digital object identifier Vector potential Perspective (visual) Number Word Frequency Well-formed formula Video game Game theory
Group action Functional (mathematics) Observational study Multiplication sign View (database) Tube (container) 1 (number) Maxima and minima Insertion loss Open set Number Revision control Database normalization Frequency Term (mathematics) Authorization Ranking Information Distribution (mathematics) Physical law Division (mathematics) Maxima and minima Lattice (order) Term (mathematics) Digital object identifier Word Interpreter (computing) Right angle Spacetime
Point (geometry) Database normalization Group action Sign (mathematics) Process (computing) Personal digital assistant Information retrieval Moment (mathematics) Bit Maxima and minima Game theory Digital object identifier
Multiplication sign Maxima and minima Inverse element Term (mathematics) Digital object identifier Word Database normalization Uniform boundedness principle Number Word Frequency Well-formed formula Term (mathematics) Whiteboard Game theory Newton's law of universal gravitation
Point (geometry) Web page Beat (acoustics) Group action Computer file View (database) Insertion loss Counting Power (physics) Number Revision control Word Database normalization Mathematics Root Condition number Newton's law of universal gravitation Raw image format Distribution (mathematics) Touchscreen Physical law Line (geometry) Digital object identifier Word Arithmetic mean Frequency Spreadsheet Personal digital assistant Network topology Order (biology) Statement (computer science) Right angle Quicksort Game theory Figurate number Family Resultant
Group action Length Scaling (geometry) Multiplication sign Real number Transport Layer Security Decimal Numbering scheme Open set Mereology 2 (number) Hypothesis Fraction (mathematics) Frequency Roundness (object) Semiconductor memory Energy level Ranking Physical law Metropolitan area network Physical law Counting Line (geometry) Perspective (visual) Uniform boundedness principle Type theory Word Video game Right angle Potenz <Mathematik>
Suite (music) Weight Decision theory Orientation (vector space) Distance Word Database normalization Data model Spreadsheet Operator (mathematics) Vector space Query language Spacetime Compilation album Addition Physical law Length Computer simulation Maxima and minima Line (geometry) Term (mathematics) Digital object identifier Spreadsheet Frequency Interpreter (computing)
Group action Link (knot theory) Weight Insertion loss Angle Event horizon Web 2.0 Data model Causality Vector space Query language Spacetime Area Weight Dimensional analysis Computer simulation Term (mathematics) Cartesian coordinate system Trigonometric functions Distance Similarity (geometry) Number Word Maize Personal digital assistant Function (mathematics) Universe (mathematics) Video game Whiteboard Form (programming) Local ring Electric current
Greatest element Link (knot theory) Length Multiplication sign Direction (geometry) Parameter (computer programming) Average Number Power (physics) Database normalization Labour Party (Malta) Energy level Divisor Endliche Modelltheorie Extension (kinesiology) Area Software developer Weight Length Parameter (computer programming) Cartesian coordinate system Word Video game Resultant Reading (process)
Point (geometry) Polar coordinate system Length Variety (linguistics) Weight Multiplication sign Regular graph Database normalization Medical imaging Mathematics Roundness (object) Internet forum Term (mathematics) Semiconductor memory String (computer science) Forest Vector graphics Vector space Representation (politics) Series (mathematics) Physical system Form (programming) Standard deviation Closed set Weight Physical law Length Bit Term (mathematics) Wave Word Personal digital assistant Video game Representation (politics) Matrix (mathematics)
Random number Context awareness Eigenvalues and eigenvectors Divisor Image resolution Content (media) Mereology Number Data model Word Mathematics Vector space Vector graphics Subject indexing Matrix (mathematics) Conditional-access module Context awareness Dialect Distribution (mathematics) Mathematical analysis Counting Term (mathematics) Similarity (geometry) Number Word Algebra Video game Representation (politics)
Point (geometry) Email Context awareness Numerical digit State of matter Length Weight Web 2.0 Revision control Word Semiconductor memory Vector space Vector graphics Matrix (mathematics) Endliche Modelltheorie Extension (kinesiology) Physical system Context awareness Repetition Physical law Length Parameter (computer programming) Term (mathematics) Similarity (geometry) Particle system Word Video game Musical ensemble Representation (politics) Matrix (mathematics) Reading (process) Extension (kinesiology)
Web page Database normalization Latent heat Word Multiplication sign Length Endliche Modelltheorie Quicksort Term (mathematics) Normal (geometry) Matrix (mathematics)
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