Models I
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Formal Metadata
Title 
Models I

Title of Series  
Part Number 
6

Number of Parts 
12

Author 

License 
CC Attribution 3.0 Germany:
You are free to use, adapt and copy, distribute and transmit the work or content in adapted or unchanged form for any legal purpose as long as the work is attributed to the author in the manner specified by the author or licensor. 
Identifiers 

Publisher 
Stiftung Universität Hildesheim

Release Date 
2015

Language 
English

Content Metadata
Subject Area  
Abstract 
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

00:00
Point (geometry)
Divisor
Multiplication sign
3 (number)
Term (mathematics)
Rule of inference
Mathematical model
Information retrieval
Frequency
Matrix (mathematics)
Computer animation
Bit rate
Term (mathematics)
Factory (trading post)
Order (biology)
Representation (politics)
Matching (graph theory)
01:15
Point (geometry)
Vapor barrier
Spacetime
Computer simulation
Mathematical analysis
Mereology
Local Group
2 (number)
Mathematical model
Componentbased software engineering
Computer animation
Bit rate
Network topology
Natural number
Representation (politics)
Dependent and independent variables
Speech synthesis
Representation (politics)
Subtraction
Family
Social class
Row (database)
Physical system
03:01
Spacetime
Query language
Boolean algebra
Natural language
Decision theory
Multiplication sign
Analogy
Mereology
Information retrieval
Video game
Analogy
Vector space
Fuzzy logic
Library (computing)
Position operator
Spacetime
View (database)
Closed set
Moment (mathematics)
Term (mathematics)
Vector graphics
Mathematical model
Message passing
Network topology
Internet service provider
Fuzzy logic
Resultant
Reading (process)
Point (geometry)
Classical physics
Programming paradigm
Existence
Set (mathematics)
Distance
Mathematical model
Number
4 (number)
Causality
Term (mathematics)
Operator (mathematics)
Metropolitan area network
Mathematical model
Expression
Theory
Operator (mathematics)
Set (mathematics)
Local Group
Computer animation
Estimation
Query language
Natural language
Family
Matching (graph theory)
Domain name
07:17
Boolean algebra
Process (computing)
Sheaf (mathematics)
Basis (linear algebra)
Mereology
Vector potential
Number
Frequency
Computer animation
Term (mathematics)
Logic
Logic
Regular expression
Figurate number
08:59
Area
Domain name
Boolean algebra
State of matter
Ferry Corsten
Sheaf (mathematics)
Electronic mailing list
Scanning tunneling microscope
Field (computer science)
Computer animation
Logic
Website
Presentation of a group
Bus (computing)
Information systems
Figurate number
Units of measurement
Descriptive statistics
Prolog
Physical system
Library (computing)
11:40
Uniform resource locator
Ewe language
Process (computing)
Mathematics
Computer animation
Personal digital assistant
Electronic meeting system
Scanning tunneling microscope
Physical law
Game theory
Symbol table
Physical system
12:36
Meta element
Boolean algebra
NPhard
Sine
Operator (mathematics)
Term (mathematics)
Control flow
Distance
Summation
Word
Number
Word
Computer animation
Network topology
Operator (mathematics)
Universe (mathematics)
Logic
System programming
Ranking
Physical system
Library (computing)
Wide area network
13:34
Web page
Point (geometry)
Boolean algebra
Pay television
Multiplication sign
Virtual machine
Sheaf (mathematics)
Water vapor
Resonance
Student's ttest
Mereology
Number
Mathematics
Logic
Ranking
Scripting language
Diagram
Position operator
Social class
NPhard
Information
Structural load
Control flow
Functional (mathematics)
Number
Computer animation
Visualization (computer graphics)
Logic
Universe (mathematics)
System programming
Natural language
Whiteboard
Ranking
Quicksort
Separation axiom
18:57
Meta element
Ewe language
Query language
Boolean algebra
Tournament (medieval)
Mathematical model
Number
Word
Information retrieval
Electronic meeting system
Logic
Physical law
Ranking
Information
Rhombus
NPhard
Spacetime
Sine
Operator (mathematics)
Set (mathematics)
Term (mathematics)
Control flow
Cartesian coordinate system
Distance
Mathematical model
Number
Computer animation
Function (mathematics)
System programming
Matching (graph theory)
Writing
Reading (process)
Wide area network
20:58
Trail
Query language
Boolean algebra
Multiplication sign
Combinational logic
Mathematical model
Revision control
Information retrieval
Sign (mathematics)
Word
Computer animation
Database
Function (mathematics)
22:42
Boolean algebra
Natural language
Set (mathematics)
View (database)
Range (statistics)
Artificial neural network
Price index
Electronic mailing list
Vector space model
Information retrieval
Order (biology)
Computer network
Ranking
Ranking
Process (computing)
Fuzzy logic
Weight function
Physical system
Proof theory
World Wide Web Consortium
Mathematical model
Decision theory
Computer animation
Hausdorff dimension
System programming
Fuzzy logic
Element (mathematics)
Ranking
Mathematical optimization
24:27
Boolean algebra
Set (mathematics)
Range (statistics)
Control flow
Electronic mailing list
Number
Information retrieval
Database
Process (computing)
Fuzzy logic
Physical system
Proof theory
World Wide Web Consortium
Mathematical model
Decision theory
Element (mathematics)
Physical law
Thermal expansion
Functional (mathematics)
Computer animation
Search engine (computing)
System programming
Fuzzy logic
Element (mathematics)
Speech synthesis
Right angle
Mathematical optimization
27:22
Query language
Boolean algebra
Set (mathematics)
Multiplication sign
Range (statistics)
MIDI
Range (statistics)
Number
Numeral (linguistics)
Computer configuration
Computer animation
Database
Fuzzy logic
Physical system
29:29
Context awareness
State of matter
Set (mathematics)
Multiplication sign
Distribution (mathematics)
Control flow
Mereology
Chaining
Video game
Bridging (networking)
Object (grammar)
Element (mathematics)
Physical law
Expression
Functional (mathematics)
Local Group
Word
Computer animation
Function (mathematics)
Universe (mathematics)
Element (mathematics)
Fuzzy logic
Fuzzy logic
Right angle
Object (grammar)
33:59
Mathematical model
Element (mathematics)
Sheaf (mathematics)
Operator (mathematics)
Set (mathematics)
Functional (mathematics)
Power (physics)
Maxima and minima
Computer animation
Term (mathematics)
Fuzzy logic
Right angle
Object (grammar)
34:58
Set (mathematics)
Element (mathematics)
Sheaf (mathematics)
Insertion loss
Set (mathematics)
Shape (magazine)
Functional (mathematics)
Message passing
Computer animation
Function (mathematics)
Bus (computing)
Cuboid
Object (grammar)
Position operator
37:09
State of matter
Set (mathematics)
Multiplication sign
Sheaf (mathematics)
Operator (mathematics)
Shape (magazine)
Cartesian coordinate system
Mathematical model
Maxima and minima
Maxima and minima
Computer animation
Fuzzy logic
Reading (process)
38:09
Point (geometry)
Element (mathematics)
Expression
Sheaf (mathematics)
Operator (mathematics)
Mereology
Functional (mathematics)
Maxima and minima
Maxima and minima
Computer animation
Personal digital assistant
Function (mathematics)
Order (biology)
Universe (mathematics)
Fuzzy logic
40:16
Point (geometry)
Spacetime
Query language
1 (number)
Distance
Vector space model
Information retrieval
Forest
Smart card
Hausdorff dimension
Information security
Metropolitan area network
Physical system
Spacetime
Mathematical model
Geometry
Closed set
Point (geometry)
Dimensional analysis
Thermal expansion
Weight
Term (mathematics)
Distance
Metric tensor
Similarity (geometry)
Position operator
Computer animation
Personal digital assistant
Hausdorff dimension
Information retrieval
Game theory
Quicksort
Physical system
42:16
Query language
Spacetime
Musical ensemble
Line (geometry)
Weight
Distance
Workstation
Measurement
Matrix (mathematics)
Term (mathematics)
Vector space
Pairwise comparison
Mathematical model
Weight
Line (geometry)
Term (mathematics)
Vector graphics
Hand fan
Similarity (geometry)
Word
Spring (hydrology)
Computer simulation
Computer animation
Game theory
Matrix (mathematics)
44:23
Spacetime
Query language
Musical ensemble
State of matter
Multiplication sign
Decision theory
Angle
Parameter (computer programming)
Distance
Matrix (mathematics)
Video game
Bit rate
Computer configuration
Linker (computing)
Vector space
Utility software
Subtraction
Physical system
Social class
Area
Mathematical model
Physical law
Gradient
Basis (linear algebra)
Weight
Term (mathematics)
Trigonometric functions
Functional (mathematics)
Symbol table
Local Group
Approximation
Distance
Similarity (geometry)
Performance appraisal
Summation
Word
Process (computing)
Computer animation
Angle
Personal digital assistant
Function (mathematics)
Object (grammar)
Identical particles
Form (programming)
Resultant
Row (database)
54:29
Spacetime
Query language
Musical ensemble
Length
Multiplication sign
Virtual machine
Angle
Distance
Mereology
Video game
Causality
Bit rate
Vector space
Cuboid
Mathematical model
Dimensional analysis
Weight
Term (mathematics)
Trigonometric functions
Demoscene
Distance
Similarity (geometry)
Number
Arithmetic mean
Word
Process (computing)
Computer animation
Function (mathematics)
Whiteboard
Form (programming)
Electric current
57:16
Theory of relativity
Mathematical model
Multiplication sign
Theory
Independence (probability theory)
Term (mathematics)
Distance
Mereology
Mathematical model
Vector space model
Compiler
Similarity (geometry)
Independence (probability theory)
Componentbased software engineering
Wave
Computer animation
Angle
Term (mathematics)
Personal digital assistant
Electronic visual display
Information security
Resultant
58:45
State of matter
Multiplication sign
Direction (geometry)
Insertion loss
Basis (linear algebra)
Mathematical model
Information retrieval
Order (biology)
Video game
Root
Causality
Internetworking
Dependent and independent variables
Ranking
Ranking
Spacetime
Mathematical model
Basis (linear algebra)
Set (mathematics)
Incidence algebra
System call
Event horizon
Computer animation
Lattice (order)
Order (biology)
Condition number
Physical system
1:01:14
Covering space
Spacetime
Turtle graphics
Mathematical model
Independence (probability theory)
Range (statistics)
Limit (category theory)
Voting
Computer animation
Bit rate
Estimation
Personal digital assistant
Vector space
Quicksort
Family
Metropolitan area network
1:02:27
Musical ensemble
Mathematical model
Natural language
Functional (mathematics)
Compiler
Performance appraisal
Social class
Performance appraisal
Computer simulation
Computer animation
System programming
Orientation (vector space)
Heuristic
Ranking
Natural language
Quicksort
Subtraction
Family
Resultant
Physical system
Row (database)
Social class
1:04:11
Social class
Performance appraisal
Mathematical model
Computer animation
Natural language
00:01
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01:19
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01:55
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03:04
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05:46
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07:20
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08:40
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09:00
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10:29
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11:43
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12:27
textbook expounded search such engines but as more and more difficult to find it used to be
12:36
more of audio to pick a library such system in the we real operating in the red ID P we can also use all
12:54
competition operate as we have studied the room the patent plans to try to produce a number of of says something like research and want to have the trees exactly as the pews 1 few some and University somewhere in the text of went to really the phrase Universe to from someone as it does on the based on of the
13:17
words the whole this would also tend to operate the words of the title of the book the disadvantages of a
13:37
wooden logic is Oxted for nothing that was also mentioning Introduction class there is a strict separation between Road and on there is only between the reason why the could be interested in looking at it that way then there is basically no ranking we are which although documents in the same should be on position on Thursday information about the euro but it the Tree of Life uses fall script during the publication to it just nothing to do they see all might be interesting costs reason why that it may be interested in my interested and its more recent documents that has nothing to do with remonstrated than the number of achieved documents carried out to control using for way to large number documents use in the UK in the 0 0 draw using this section puts difficult to really managed to find a reasonable ban on the loans relaunching as difficult to understand ball is in the UK on the uses the machine that she was fumes we operate a wise the place what makes T difficult she we the teacher at the University of to the introduction what makes them so difficult to to do so easy Enden or the but should understand and orange the have and or now language of what this all public picketed not club but that is house has a hot and said that by the time the page loads for flexible and we have agreed the top of the world allows for example in but is the way you want it unlikely that he reasonable we will could bring new book but it's sort receive on design by the before if they are 1 the and white she White from but you will understand that will be both a what and coffee the city centre the right then to sit on the board and coffee the review will be to bowl resonance wooden world if someone water and coffee but is he some of those new work on the premium the shoes were the some on the student and would be used the so want to became so book immense with a change in we are documented cancer and got of cigarettes then gradually which somebody would could give me a document that only contains separating only and and in the real world and would the wrong way for a seat at a show in which in which means that quite different from those of Logic function and we looked at this point to visualise was be so easy to draw the sliced what
18:29
is called a way this kind of diagrams adding that are the but think of vision of don't let using the into which allows you to easily interpreted and say that this part of the show the P this is pretty simply some
19:11
before this week towns and 5 4 or 5 don't see this when diamonds and and Warren and you have a large number of set them to get quite Kumba some each of slot nice to look pretty well paid
19:34
6 little said his disappointed to the space the that they don't have ranking next time on negative but that come up with the idea of stadium more so than political will to make a set and then a 2nd step parade is said based on depicted reading and writing has to do with expanded most this week beauty and drink all put brings together the want to choose which is expected of world in great all put which is worse much more use of friendly much more much of the match with only increased by the way I'm not only to actively lively but a lot of professional Applications with most happened expats resampling 1992 some of them were but we models to the necessary the can deliver the documents that the true for example that the research for the British team for the rest of the tournament typically would increase the opaque sold
20:58
with Loganlea just the version of the for with the way in which all the PC now ideas to do something good for
21:20
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22:46
the next system that 3 1 look
22:48
at this was 6 fully moving
22:54
to what should stop rankings we
23:00
move during the systems and he will cost and have said of different systems following the range of what we in this is the things that the are talking and might be the most says this is assumes that it and its more than that it is carried out by the end of those of the rest the dimensions of a the views of the lake and all work and then today has also Amahl that this between bullion and ranking systems will talk about fuzzy SAS fuzzy 6 of cost of ranking systems that we read the some victory in the we have to decide it because 1 of the though that when need 3 or 100 documents were just look at the book is as long as interested Islam's we want to do so the use of the funds that coupled after does this have to think about before much more use of the stretch add to this 1 of the the
24:32
best of my speeches to fight for what was a very who want to be looked at the Seventies and Eighties the these but it's all over world and that was well researched but the away care then to the US is still to be would commercial systems and it is the only way to search engines changes the biggest is that would be a breaking system a passionate which made up for so the reprieve changed use and fraud each morning true practical world of about something that had already been sold be for the search so was the
25:38
1st innings and was those of the database well that was said soaring expansion again over bullion's which took off not nice that this is book of to test being sent on not Bookham and is the right of all non we should have something in between we should have the best of the number that tells me well this is the same but the baby not fully and is also in the sense that only the rich with a kind of breaking for membership something is fully members of the the will something doesn't really along with and so for the Gillette basic idea these days of the Beatles with the ways of the world as well as long as you have also membership function 0 wall this is relaxed full was not much of record between between 1 and 0 where and you can be a jumble and can be member of the said who 0 1 3 4 0 4 0 2 9 2 1 9 and would so we can decide who don't have to decide if the law were in of range membership membership function membership rally which
27:24
Virtualization numerous real the
27:28
and saw Nissan of the that we use made nearest could be almost more must woman also database system but also not only did we operate the where we operate surging world various the but we must be similar to a UN searching for the time and a the what does it mean prices means the something that we using naturally in which a woman expensive for what she called for the full less expensive called it could easily Colinton no more less with the press is talking about the things we know what we have to really state except numbers so in eastern uses they operate as his week their for with a patient but what does it mean for food this is what is so interesting about the price range here in these 2 examples is it the same but by then it we would expect 20 from behind and that is something when we talk to each other that somehow easily understood how wild and for that we can use this said
29:30
this week fuzzy functions for these big expressions of cheap but prices and and then they make a different adjustable in this context various when context time and we can do about that they mean something different now we have free fuzzy said there was researching the book was written by a group of it would have cost around and you have the right to function and weekend I between what in 0 I want to be she but in a way that about Alltel review of the disease will be 100 per cent of said but these are the cult for years it was the 1st some 0 advice the state of the ball she by a some of the the car is 1 of all she but was solely to push the pace or a but all the price of some of the analyst with the a right also clubs and if we recent rises the membership battle for the of go somewhere along the way 1 and was in some way draw for 100 the words of 1 of the chain subgrid was last not and will never membership function 0 5 for a taste of their members function all the 1 who works best on to what the so as well as possible but also in the week because it set to get worse with the exact diffusion use has to be to turn now what is European is more distribution for an awful I'm not sure that this is the book get of all that 1 but where's the air space to tourist some of less well off after with the 2 law for players to arrive for planning not true somewhere in between the there is jumped ship to the but to life and will find it to the left for opaque not this
32:47
is just the full definition of what it just explained that set the objects that it will tell the Government 1 of the world's of the world as a whole and that it was he said that is the duty of all house was the words of the said G pupils and that is defined as membership function that gives a battle to each of them in each of the bridge's function of those universe the state has far she she based between of some of the said but some of it is what it was all going to be some idea is to stop the laws and says just before the break the to the BBC now comes interesting part
34:04
so interesting but now we can also use operate remember the and sept operate the and along the but not can use the intersection union for the end of the war in the Gulf of their power by worries what is the membership function for a set of object not only to what was said but that she would be the right is for the section of the race of the before only nice but not completed terms could what will
34:59
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36:54
that set of she used Gaza said the use causing good shape and the Bible by G called the intersection chip cars and which P and were stripped of their
37:10
problems with the the Times waiting off model was a reading of this concept something from the price is right and the appointment of the said shape is more exposed the potent in these things would not and could not be more simply the application had been rejected
37:32
this is the state of the section of the over radio 2 the of what they want to be his biggest that is all we use the name of the school where the goals for fighting for in used a maximum of the the to membership of for those of us at the end of the day it's of big in the UK may be happy to do they want to the
38:15
point while those parts not to see off the new order in the section of the last half of which he membership of the chief is to put membership for the price of 2 of the most so this Alltel does not long the and of the week expression in which they say has membership about him the the possessions between June and if we have called out of the use of these membership of the EU for the US the spent much of the what she being on is a University for the fuzzy should it but P trafficking very easy to look at the intersection of the visit of the for way to express to use the new ball in case of a new leader and cheaper than the price to pay for the price was or so dozens of reconsider on 1 of them is either cheaper for me price not expect the BigSim since then use you use of Mexico of with whose something like this will be the 1st of all was or the said the graphic see that the real easy and membership function would be the
40:13
maximum of the individual OK so
40:20
much for the new 0 2 0 for the extended bullying and a fuzzy is another expansion of security and we use and we have to offer which will be more about what we want to match the big wikispaces
40:46
storey the but this is the sort of thing but it in the Seventies but to the Sixties even quest for them and would now University to criticise the mind games and that had commercial success and now
41:05
it's like a big ubiquitous in retrieval systems and man forest and is simply spatial launch metric close by governments said close to my interest closed McCreery ones are relevant and we think of the collection as a lot of data point somewhere in space and damaged space and then we colectomy do ranking long changing by calculating the distance and somewhere in the back from the holiday by point below those of of the used bills and the use of land we are the ones that we led the way the world is food is the way this is the case that all of them a teacher who represents 1 dimension
42:16
example with terms 2 words in his University for Step Augusta said that the between 10 and 30 thousand so we can enjoy problem for public in Catholic can be easily not without reason but for use station now have 1 of the 8 and way it will be like he would have to wait a while for the start of last last the idea the so I was talking all you have to write off the debt to what is the weight of public drumbeat of this year and music says while then the same for you Last songs by used to see what fresh will be great the for the both of the last these this might be the right thing here also but the stable directly at 4 of of the best games of the season but also this spring the 1st for which will be the same so far so good but the
44:00
what we need is the seamier seamier to see what the opposite was the distance rent and a word that because of the lines of the Matrix and broccoli we could also copulates simulator to between fans something that with the new leader must be revenue
44:26
example an immediate this year Royal government while by and not for to be discussed each the result is before book but it will be the time has now this seems to be a lot this is that there is by the by but I'd say it was which but now that the House of will be made up of men 2 on the rest of why the also think want as good as this of course is the only way i we have a shot at the start of the said Ian book by with I've the much higher wages for so why this document to read the small some nothing out of the mythology that was but what is stopping 1 of the 2 why for beach talk about all the time is the last laps the which are shorter but given what as much that only a a small way and document was by has a much lower rate the of these the sums from the top the state is the only group that it was out the race the governor to make clear that the the words that will be where the systems if is is 1 of the remember that balls so all we see this Brady also the only way we get this 1 wins now we can take a while of the what do we do with the what do you less what has it good record even on the last leg of the all this the objects a special that for a while as if these yet just the the identity of the biggest symbol of some of the players of the estate is in when all this was to be scaled back to 1 globalisation is very easy to find the for people around you but at Act and if the case went all of which document would win up not too easy to see why but no 1 would want to get close if you assume was Asian against the euro to the Wallabies and the All lawyers and how they see the globalisation the you have to move to a new low in the area and
49:28
that the rear of the house is there yet process the 2 of them were in the area of the law press the that were best but there is a city of where all the same week the angle between the which is to say we see that this is a large saying that his wife so the rich of this column is more for my interest 1st by the end is the base of my life so it may not isation a during session but remains 1 of the week over so all we see that we have the same vision for poor but this week that it cost the special were in the genetic will weaken the distance or the angle of the wing to matching functions to Puletua functions 1 is you comedian distance document to we all we have seen or a large enough of the as well to the left of the 6 7 or 8 bullseye the musicals and we have a lot of goals for the smaller has in the area the stimulus was the biggest ball balls and high suppose the with approximation if we do coastline document wondering if we you died in the stands see before for 5th grade may be right that we have broken into weeks so again we see a lot of options for us but we we need and what do we do rekindle so many different things like and he begins to dilogarithm of the victims idea to convince the world that should be but the link globalisation different kinds of parameters to waste to match angle for this storey 8 options and some of them can be combined so we already only 2 glasses we can implement like 100 200 to systems and we don't know which 1 is the best so we have a class on evaluation of London's she talking in these look for that better the system but what would be the best system well we don't know about and what most achieve systems to is again what could be a suggestion she J something similar to the people to gain phenomena that you make a compromise my most Matrix on somewhere in between this week in a book purely basis this mitigate the distance using all and obtain and can the fuel for the stock of function used by the jewel Laperrine also sees but in the end the most other functions of losing their jobs by the and the last to see that we have to all remember what we did in waiting if we know Molise that fully mobilised when we waiting does matter then all of which was a result of the squeeze although are those later what was accused him being left with what we know what we saw in the early utilization is better because it seems happiness some full through the magic Sol another decision that for example near the
54:30
cause I'm purely most of the document in the queue maleoriented where uses which are we see that we have a very the globalisation meaning that goes on for a year because by by some of the length all but what we have now the song although frogs between where in the immediate wake of access to the way the reusable with what we need is to be axed to use it as a way of the world life the US well where so it's what we have a lot of ways although the island we will not accept what is obvious of the design of the house were trapped in the greatest of these is used as well as that some of the worst of all worlds this is you don't know what to wait for the ball into the box not by the way would be about 2 where does that uses some all the way do it because all about the way all the of sides the uses of because I'm a woman globalisation for less to do something like we did on the board for the job were music scene because dice metric was other we can also have disadvantage the Eugene distances easy vice Madrid is something in between we have actually globalisation part of the machine is the goals to it's actually quite see through the night to get to using the word for the year that the city for be the name of 1 of the main house the 1 looking on which is the some of the Ingrams to times see overlapping Ingrams 2 times a week but the multiplied rates
57:17
and on results their team at the part of they work differently and they all as said compromise between the 2 pupils distance and so
57:35
the question of that will sell for about between meets a wave not the case and will repeat this next time with the waiting stuffed into some compilation of fixed a stuff remember that better than now somewhere modular but displays model basic needs the Germans the middle of if I talk about the biggest but we could also somewhere talk about the publicity called where they furyk practical broadlooms security the independence of the year so that the terms of the independent from each other because they have demanded that the angle of the relations between can the true cost terms like captain glaucoma related captain car there is all this the from the
58:45
interested for the easy to understand it is in the standard but this is what than want classed as he did not sound the publicity model lost 1 step further we don't really will be with the problems that all the details of human alongside model of the car but the space will be that we have the ability to talk about looking at the life of the of the season of in the States the rigid using the internet to pay the wages of the being paid documented as the probability that this documents relevant for mutest are just the new deal for the review the said I'd create a set of documents with this time 11 said and and publicity basically of says while they sit state of draw ability from the waiting that this is rather for we of P justice the rankings
1:00:15
idea has been full of popularity of the state where the root cause of the incident that 1 some of the more but we could transfer the loss of this research the direct principles of birth optimizing collection order of increasing public meetings the so that most popular as publicly this but these are as estimated they did on the basis of what is available for General so following a suitable later is available in the waiting room based on the time of the call and we have but only then rang so he
1:01:17
islands of the for a documentary of documentary crisis independent of other by a man in the collection of the assumption
1:01:27
that the UK and that is why we can't allow us to not the vote will be much need into to the public but is to close at this stage assumption by wrote off to the world we show that the rate will be reduced by about this and that is a basic in the same issue that even exactly what the limit will be but any seen as a special case where it we can now see that was the case would only with the ball and the ball but it was also just some sort was sold at to after said it would study the with the Islamic basic cover this whole family all the more less say discussion about
1:02:28
most has lost its 46 not that this was the sort them all that's really the old system woman of the new have stadium was now reassess awkward use which suffered as the like a different result we are optimistic that we will use the public music to use of or Britain which will written to use and to read the you what kind of simulator functions to has said many many juristic definitions during the while the house was which will be used to select only experiment experimentation of experiments evaluation and which system is the best for special because they were less on a turbulent some or all of the different families and interested Pokot so
1:03:33
the day there is no longer than the snow class for 2 weeks but they know they work 3 weeks in a row and all way some compilation with to waiting for with with the and doing which also be something language movie language most and then maybe who met in the little 1st than the 1 we questions of the day it's all the things we are eye
1:04:12
but a