Retrieval in the Web II

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Retrieval in the Web II
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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
Link (knot theory) Matching (graph theory) Algorithm Multiplication sign Equaliser (mathematics) Web page Mathematical analysis .NET Framework Term (mathematics) Wave packet Web 2.0 Information retrieval Voting Information retrieval Speech synthesis Object (grammar) World Wide Web Consortium
Web page Link (knot theory) Link (knot theory) Multiplication sign Web page Parameter (computer programming) Parameter (computer programming) Machine vision Number Uniform boundedness principle Number Process (computing) Network topology Queue (abstract data type) Endliche Modelltheorie Metropolitan area network
Web page Distribution (mathematics) Link (knot theory) Link (knot theory) Distribution (mathematics) Web page Median Insertion loss Client (computing) Power (physics) Number Subject indexing Frequency Arithmetic mean Internetworking Average Hypermedia Matrix (mathematics) Physical law World Wide Web Consortium
Web page Point (geometry) Statistics Group action Link (knot theory) Computer file Divisor Distribution (mathematics) Multiplication sign Execution unit Data recovery 1 (number) Inequality (mathematics) Total S.A. Computer Web 2.0 Estimator Degree (graph theory) Bit rate Hypermedia Matrix (mathematics) Endliche Modelltheorie Data structure Information security Physical system Area Distribution (mathematics) Link (knot theory) Software developer Web page Computer simulation Division (mathematics) Cartesian coordinate system Flow separation Number Arithmetic mean Chain Order (biology) Video game Gleichverteilung Game theory Simulation Data structure
Principal ideal Randomization Equaliser (mathematics) 1 (number) Counting Mereology Disk read-and-write head Web 2.0 Data model Labour Party (Malta) Semiconductor memory Matrix (mathematics) Endliche Modelltheorie Area Simulation Link (knot theory) Sound effect Parameter (computer programming) Lattice (order) Website Right angle Electric current Web page Game controller Computer file Link (knot theory) Computer Number Sound effect Causality Profil (magazine) Maß <Mathematik> Time zone Execution unit Distribution (mathematics) Polygon mesh Physical law Mathematical analysis Computer network Division (mathematics) System call Number Word Voting Software Personal digital assistant Interpreter (computing) Video game Natural language Iteration Object (grammar) Window
Web page Purchasing Computer virus Link (knot theory) Distribution (mathematics) State of matter Connectivity (graph theory) Set (mathematics) Insertion loss Mathematical analysis Number Sound effect Web 2.0 Facebook Hypermedia Matrix (mathematics) Extension (kinesiology) World Wide Web Consortium Predictability Distribution (mathematics) Logarithm Simulation Link (knot theory) Scaling (geometry) Information Web page Mathematical analysis Computer simulation Computer network Lattice (order) Similarity (geometry) Number Software Network topology Website Quicksort Game theory
Web page Euclidean vector Length Graph (mathematics) Multiplication sign Mathematical analysis Mereology Product (business) Web 2.0 Connected space Different (Kate Ryan album) Operator (mathematics) Data structure Area Link (knot theory) Web page Physical law Component-based software engineering Subject indexing Word Process (computing) Internetworking Order (biology) Phase transition Website Quicksort Musical ensemble Data structure
Web page State of matter Multiplication sign Home page Virtual machine Computer Machine vision Goodness of fit Term (mathematics) Subject indexing Computer worm Row (database) Descriptive statistics Link (knot theory) Information Structural load Web page Mathematical analysis Computer Coma Berenices Term (mathematics) Measurement Subject indexing Word Arithmetic mean Googol Computer hardware Order (biology) Text editor Resultant Row (database)
Point (geometry) Web page Confidence interval Euler angles Weight Real number Multiplication sign 1 (number) Set (mathematics) Insertion loss Computer Rule of inference Number Sound effect Web 2.0 Information retrieval Medical imaging Facebook Sign (mathematics) Term (mathematics) Hypermedia Different (Kate Ryan album) Subject indexing Office suite Physical system World Wide Web Consortium Information Cellular automaton Closed set Physical law Bit Cartesian coordinate system Demoscene Type theory Uniform resource locator Arithmetic mean Word Personal digital assistant Search engine (computing) Website Figurate number Resultant
Point (geometry) Axiom of choice Web page Functional (mathematics) Group action State of matter Logarithm Multiplication sign 1 (number) Insertion loss Mereology Disk read-and-write head Computer Field (computer science) Information retrieval Facebook CAN bus Mathematics Bit rate Causality Query language Software testing Data structure Position operator Mathematical optimization World Wide Web Consortium Boss Corporation World Wide Web Consortium Matching (graph theory) Information Web page Physical law Web crawler Process modeling Search engine (computing) Network topology Order (biology) Website Right angle Cycle (graph theory) Quicksort Game theory Resultant Spacetime
Web page State observer Implementation Electric generator Regulator gene State of matter Logarithm Multiplication sign Web page Moment (mathematics) Web crawler Cartesian coordinate system Theory Process modeling Word Causality Strategy game Search engine (computing) Query language Interpreter (computing) Whiteboard Extension (kinesiology) Form (programming)
Area Meta element Web page Range (statistics) Term (mathematics) Web crawler Web browser Discounts and allowances Demoscene Word Population density Dokumentvorlage Word Population density Form (programming)
Robot Link (knot theory) Real number Multiplication sign Web page Point (geometry) Computer program Streaming media Content (media) Computer Time domain Web 2.0 Different (Kate Ryan album) Search engine (computing) Query language Ranking Directed set Search engine (computing) Game theory Block (periodic table) Mutual information Domain name Address space World Wide Web Consortium
Web page Point (geometry) Algorithm Web page Lattice (order) Term (mathematics) Perspective (visual) Number Perspective (visual) Information retrieval Word Search engine (computing) Term (mathematics) Query language Information Position operator Resultant
Group action Logarithm Multiplication sign Disk read-and-write head Mereology Computer Web 2.0 Fraction (mathematics) Facebook Medical imaging Web service Query language Endliche Modelltheorie Physical system Identity management Area Boss Corporation Email Web page Bit Database transaction Flow separation Category of being Type theory Message passing Website Text editor Navigation Web page Surface Server (computing) Variety (linguistics) Computer-generated imagery Computer Theory Wave packet Number Power (physics) Prime ideal Term (mathematics) Navigation Data structure Game theory Condition number World Wide Web Consortium Home page Matching (graph theory) Information System call Word Search engine (computing) Personal digital assistant Query language Web service Video game Freezing
Addition Group action Information Logarithm Multiplication sign Web page Operator (mathematics) Database transaction Bit Insertion loss Term (mathematics) Computer Number Residual (numerical analysis) Frequency Goodness of fit Word Personal digital assistant Operator (mathematics) Order (biology) Query language Identical particles Game theory
Distribution (mathematics) Computer file Decision theory Open set Number Web 2.0 Frequency Mathematics Process (computing) Ring (mathematics) Bit rate Personal digital assistant Search engine (computing) Different (Kate Ryan album) Query language Game theory Series (mathematics) Resultant Physical system Reverse engineering Chi-squared distribution
Area Computer file Logarithm Multiplication sign Mathematical analysis Sheaf (mathematics) Data analysis Word Frequency Type theory Coefficient of determination Mathematics Word Performance appraisal Natural number Query language Search engine (computing) Query language Data mining Website Software testing Game theory Series (mathematics)
State observer Myspace Scaling (geometry) Information Length Myspace Logarithm Multiplication sign Correspondence (mathematics) Length Word Frequency Number Web service Frequency Query language Personal digital assistant Network topology Query language Right angle Thomas Bayes
Distribution (mathematics) Scaling (geometry) Distribution (mathematics) Tesselation Logarithm Multiplication sign Maxima and minima Mereology Power (physics) Number Frequency Frequency Different (Kate Ryan album) Personal digital assistant Query language Game theory
Area Information retrieval State observer Information Multiplication sign Information Term (mathematics)
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