Representation I: Manual Indexing

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Representation I: Manual Indexing
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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
State of matter Distribution (mathematics) Computer-generated imagery 1 (number) Sheaf (mathematics) Directory service Term (mathematics) Mereology Information retrieval Word Group representation Word Computer animation Database Computer configuration Subject indexing Website Process (computing) Subtraction Data structure Group representation
Web page Area State of matter Multiplication sign Student's t-test Cartesian coordinate system Formal language Group representation Arithmetic mean Sign (mathematics) Content (media) Computer animation Information retrieval Order (biology) Subject indexing Game theory Abstraction Fundamental theorem of algebra Physical system Group representation
Web page Point (geometry) Information Decision theory Multiplication sign Physical law Cartesian coordinate system Element (mathematics) E-text Group representation Uniform boundedness principle Word Video game Content (media) Computer animation Operator (mathematics) Authorization Abstraction Simulation Resultant Abstraction Reduction of order
Web page Point (geometry) Decision theory Gene cluster 1 (number) Online help Insertion loss Semantics (computer science) Number Group representation Computer configuration Software testing Subtraction Electronic mailing list Multilateration Set (mathematics) Local Group Similarity (geometry) Degree (graph theory) Arithmetic mean Computer animation Personal digital assistant Speech synthesis Game theory Object (grammar)
Suite (music) State of matter INTEGRAL Scientific modelling Decision theory Insertion loss Distance Mereology Medical imaging Object (grammar) Single-precision floating-point format Symmetry (physics) Euclidean space Data mining Cuboid Information Information security Physical system Scalable Coherent Interface Area Email Point (geometry) Set (mathematics) Demoscene Distance Similarity (geometry) Arithmetic mean Computer animation Personal digital assistant Function (mathematics) Mathematical singularity Object (grammar) Physical system
Area Point (geometry) Scaling (geometry) State of matter Pentagram Decision theory Cursor (computers) Thresholding (image processing) Local Group Distance Similarity (geometry) Frequency Process (computing) Video game Computer animation Visualization (computer graphics) Logic Hypermedia Social class Physical system
Cluster sampling User interface Observational study Algorithm Multiplication sign Calculation Gene cluster Instance (computer science) Average Mereology Sampling (statistics) Causality Subject indexing Process (computing) Algorithm Dialect Information Inheritance (object-oriented programming) Distribution (mathematics) Planning Attribute grammar Cartesian coordinate system Local Group Similarity (geometry) Computer configuration Computer animation Resultant Group representation
Web page State of matter Mountain pass View (database) Multiplication sign Computer-generated imagery Information retrieval Uniform resource locator Performance appraisal Sic Video game Blog Moving average Information systems Social class World Wide Web Consortium Enthalpy Dialect Slide rule Sine Computer program Coma Berenices Table (information) Similarity (geometry) Computer animation System programming Clef Videoconferencing Physical system Task (computing) Resultant
Application service provider Multiplication sign View (database) 1 (number) Mereology Mathematics Video game Object (grammar) Information Process (computing) Office suite Extension (kinesiology) Uniform space Sanitary sewer Physical system Social class Degree (graph theory) Shooting method Process (computing) Telecommunication Whiteboard Figurate number Quicksort Hacker (term) Resultant Point (geometry) Domain name Observational study Real number Translation (relic) Rule of inference Field (computer science) Wave packet 2 (number) Causality Term (mathematics) Utility software Subject indexing Queue (abstract data type) Data structure Conditional-access module World Wide Web Consortium Copyright infringement Information Uniqueness quantification Physical law Expert system Scanning tunneling microscope Volume (thermodynamics) System call Local Group Voting Computer animation Large eddy simulation Interpreter (computing) Units of measurement Routing Library (computing) Group representation
Android (robot) Musical ensemble Context awareness State of matter Decision theory Multiplication sign Sheaf (mathematics) Insertion loss Mereology Formal language Group representation Programmer (hardware) Video game Roundness (object) Strategy game Object (grammar) Multimedia Information Process (computing) Descriptive statistics Eccentricity (mathematics) Physical system Area Software developer Structural load Moment (mathematics) Fitness function Staff (military) Category of being Process (computing) Exterior algebra Order (biology) Computer science Information systems Resultant Web page Point (geometry) Computer programming Presentation of a group Virtual machine Online help Goodness of fit Term (mathematics) Subject indexing Information Pseudonymization Library catalog Machine code Line (geometry) Estimator Uniform boundedness principle Word Computer animation Personal digital assistant Object (grammar) Game theory Library (computing) Group representation
INTEGRAL Multiplication sign Decision theory Mereology Sign (mathematics) Mathematics Video game Spherical cap Hypermedia Object (grammar) Information Process (computing) Office suite Physical system Product (category theory) Process (computing) Structural load Electronic mailing list Functional (mathematics) Degree (graph theory) Category of being Process (computing) Order (biology) Computer science Right angle Figurate number Data management Resultant Point (geometry) Web page Computer programming Server (computing) Game controller Observational study Electronic program guide Open set Number Term (mathematics) Green's function Subject indexing Software testing Selectivity (electronic) Units of measurement Engineering physics Software development kit Polygon mesh Information Machine vision Volume (thermodynamics) Machine code Word Computer animation Personal digital assistant Pressure Library (computing) Group representation
Web page Musical ensemble Digital electronics Social software Multiplication sign Sheaf (mathematics) Gauge theory Mereology Group representation Video game Hypermedia Term (mathematics) Object (grammar) Subject indexing Selectivity (electronic) Information Office suite Context awareness Modal logic Information Expert system Term (mathematics) Cartesian coordinate system Grass (card game) System call Category of being Uniform boundedness principle Arithmetic mean Message passing Word Internetworking Computer animation Game theory Library (computing) Group representation
Complex (psychology) Musical ensemble Multiplication sign Hierarchy Mereology Formal language Word Information retrieval Group representation Medical imaging Programmer (hardware) Type theory Object (grammar) Information Information systems Library (computing) Descriptive statistics Area Moment (mathematics) Electronic mailing list Parallel port Bit Term (mathematics) Inference Hierarchy Arithmetic mean Data model Process (computing) Order (biology) Quicksort Data structure Point (geometry) Domain name Game controller Consistency Process modeling Electronic mailing list Number Latent heat Term (mathematics) Alphabet (computer science) Queue (abstract data type) Energy level Acoustic shadow Subtraction Pairwise comparison Information Physical law Client (computing) Division (mathematics) Word Computer animation Ontology Personal digital assistant Key (cryptography) Object (grammar) Domain name Library (computing)
Point (geometry) Game controller Computer animation Multiplication sign Queue (abstract data type) Office suite Term (mathematics) Abstraction
Area Robot Game controller Product (category theory) Decision theory Multiplication sign Ordinary differential equation Term (mathematics) Perspective (visual) Perspective (visual) Process (computing) Computer animation Noise Information Abstraction Subtraction
Pressure Service (economics) Multiplication sign Combinational logic Division (mathematics) Mereology Total S.A. Social class Personal digital assistant Physical law Subtraction Library (computing) Service (economics) Wage labour Moment (mathematics) State of matter Parallel port Incidence algebra Local Group Category of being Computer animation Order (biology) System programming Decimal Physical system Sinc function Force Associative property
Point (geometry) Just-in-Time-Compiler Information Modal logic Translation (relic) Parallel port Infinity Sturm's theorem Formal language Category of being Sign (mathematics) Internetworking Computer animation Oval Personal digital assistant Linker (computing) Hierarchy Electronic meeting system Quicksort Whiteboard Game theory Subtraction Social class Library (computing)
Game controller State of matter Mountain pass MIDI Area 19 (number) Information retrieval Operator (mathematics) Software Information Uniform boundedness principle Physical system Chi-squared distribution Scalable Coherent Interface Area Enterprise architecture Information Numbering scheme Physical law Gradient Internet service provider Usability Staff (military) Price index Digital library Virtual machine Perspective (visual) Algebra Computer animation Ontology Telecommunication Order (biology) Graphical user interface Group representation
Observational study Mountain pass Graph (mathematics) MIDI Electronic signature Area 19 (number) Information retrieval Electronic meeting system Software Information Regular expression Information systems Uniform boundedness principle Chi-squared distribution Scalable Coherent Interface Hidden surface determination Just-in-Time-Compiler Information Numbering scheme Sine Internet service provider Usability Sturm's theorem Digital library Trigonometric functions Virtual machine Electronic signature Perspective (visual) Category of being Process (computing) Internetworking Algebra Computer animation Ontology Website Graphical user interface Quicksort Perimeter Local ring Library (computing) Row (database) Group representation
Meta element Disintegration Area Software Personal digital assistant Touch typing Energy level Central processing unit Integrated development environment Uniform boundedness principle Physical system Social class Data type Context awareness Link (knot theory) Information Open source Computer Line (geometry) Trigonometric functions Category of being Content (media) Computer animation Computer hardware Physical system
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