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Structure of IR Systems
LBSC 796/INFM 718R
Session 1, September 10, 2007
Doug Oard
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Agenda
•Teaching = theater orientation
•
<= span class=3DBB style=3D'position:absolute;left:-4.51%'>•The struc= ture of interactive IR systems
•
•Course ov= erview
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What is IR?
•Information retrieva= l is a problem-oriented discipline, concerned with the prob= lem of the effective and efficient transfer of desired information between human generator and <= /span>human user
Anomalous States of Knowledge as= a Basis for Information Retrieval. (1980) Nicholas J. Belkin. Canadian Journal of Informati= on Science, 5, 133= -143.
There are some disciplines that aren’t problem-oriented.  For example, statistics
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Information Retrieval Systems
•Informati= on
<= span class=3DB1B style=3D'position:absolute;left:-4.23%'>–What is “information”?
•Retrieval=
<= span class=3DB1B style=3D'position:absolute;left:-4.23%'>–What do = we mean by “retrieval”?
<= span class=3DB1B style=3D'position:absolute;left:-3.86%'>–What are different types information needs?
•Systems&#= 13;
–How do c= omputer systems fit into the human information seeking proce= ss?
What exactly is this course about?  We’re going to spend most of this class on three words.
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Information Hierarchy
Data
Information
Knowledge
Wisdom
More refined and abstract
“Information” actually exists as part of a hierarchy, of how refined it is
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Information Hierarchy
•Data =
<= span class=3DB1B style=3D'position:absolute;left:-4.23%'>–The raw = material of information
•Informati= on
<= span class=3DB1B style=3D'position:absolute;left:-3.85%'>–Data org= anized and presented in a particular manner
•Knowledge=
<= span class=3DB1B style=3D'position:absolute;left:-4.23%'>–“J= ustified true belief”
<= span class=3DB1B style=3D'position:absolute;left:-4.23%'>–Informat= ion that can be acted upon
•Wisdom= 3;
<= span class=3DB1B style=3D'position:absolute;left:-4.23%'>–Distille= d and integrated knowledge
<= span class=3DB1B style=3D'position:absolute;left:-3.76%'>–Demonstr= ative of high-level “understanding”
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What do We Mean by “Information?”
•How is it different from “data”?
<= span class=3DB1B style=3D'position:absolute;left:-4.23%'>–Informat= ion is data in context
<= span class=3DB2B style=3D'position:absolute;left:-3.14%'>•Databases contain data and produce information
<= span class=3DB2B style=3D'position:absolute;left:-3.43%'>•IR syste= ms contain and provide information
• <= /div>
<= span class=3DBB style=3D'position:absolute;left:-4.51%'>•How is it different from “knowledge”?
<= span class=3DB1B style=3D'position:absolute;left:-3.85%'>–Knowledg= e is a basis for making decisions
<= span class=3DB2B style=3D'position:absolute;left:-3.15%'>•Many “knowledge bases” contain decision rules
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A (Facetious) Example
•Data =
<= span class=3DB1B style=3D'position:absolute;left:-4.23%'>–98.6º F, 99.5= º F, 100.3º F, 101= º F, …
•Informati= on
–Hourly b= ody temperature: 98.6º F, 99.5º F, 100.3= º F, 101º F, … = ;
•Knowledge=
<= span class=3DB1B style=3D'position:absolute;left:-3.82%'>–If you h= ave a temperature above 100= º F, you most likely have a fever
•Wisdom= 3;
<= span class=3DB1B style=3D'position:absolute;left:-4.23%'>–If you don’t feel well, go see a doctor
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What types of information?
•Text
•Structured documents (e.g., XML) <= /span>
•Images
•Audio (sound effects, songs, etc.) = 3;
•Video
•Programs
•Services
•
Why would you want to search for each type of information?
Types of information needs and types of information form a matrix: this course is mostly focused on one section thereof.
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What Do We Mean by “Retrieval?”
<= span class=3DBB style=3D'position:absolute;left:-4.31%'>•Find some= thing that you want
–The information need= may or may not be explicit
» <= /div>
<= span class=3DBB style=3D'position:absolute;left:-4.31%'>•Known item search
<= span class=3DB1B style=3D'position:absolute;left:-3.85%'>–Find the= class home page
» <= /div>
<= span class=3DBB style=3D'position:absolute;left:-4.31%'>•Answer seeking
<= span class=3DB1B style=3D'position:absolute;left:-3.32%'>–Is Lexin= gton or Louisville the capital of Kentucky?
– <= /div>
<= span class=3DBB style=3D'position:absolute;left:-4.31%'>•Directed exploration
<= span class=3DB1B style=3D'position:absolute;left:-3.85%'>–Who makes videoconferencing systems?
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Relevance
&#= 8226;Relevance relates a topic and a document
&= #8211;Duplicates are equally relevant, by definition
&= #8211;Constant over time and across users
– <= /span>
&#= 8226;Pertinence relates a task and a document
&= #8211;Accounts for quality, complexity, language, …
– <= /span>
&#= 8226;Utility relates a user and a document
&= #8211;Accounts for prior knowledge
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Systems: The Memex
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file:///C:/B278E281/796f071a_files/slide0116.htm Content-Transfer-Encoding: quoted-printable Content-Type: text/html; charset="us-ascii" Text Retrieval Issues
What Do People Search For?
&#= 8226;Searchers often don’t clearly understand
&= #8211;The problem they are trying to solve
&= #8211;What information is needed to solve the problem
&= #8211;How to ask for that information
–
&#= 8226;The query results from a clarification process
–
&#= 8226;Dervin’s “sense making”:
Need
Gap
Bridge
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Taylor’s Model of Question Formation=
Q1      Visceral = Need
Q2      Conscious= Need
Q3      Formalize= d Need
Q4      Compromis= ed Need
  (Query)
End-user Search
3D"Text
Intermediated Search
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Types of Information Needs
&#= 8226;Retrospective (“Retrieval”)
&= #8211;“Searching the past”
&= #8211;Different queries posed against a static collection
&= #8211;Time invariant
&#= 8226;Prospective (“Filtering”)
&= #8211;“Searching the future”
&= #8211;Static query posed against a dynamic collection
&= #8211;Time dependent
When we’re talking about information retrieval, we’re talking main= ly about searching.
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Design Strategies
&#= 8226;Foster human-machine synergy
&#= 8211;Exploit complementary strengths
&#= 8211;Accommodate shared weaknesses
– <= /div>
&#= 8226;Divide-and-conquer
&= #8211;Divide task into stages with well-defined interfaces
&= #8211;Continue dividing until problems are easily solved
– <= /div>
&#= 8226;Co-design related components
&#= 8211;Iterative process of joint optimization
------=_NextPart_01C7F3D0.6A82E9A0 Content-Location: file:///C:/B278E281/796f071a_files/slide0103.htm Content-Transfer-Encoding: quoted-printable Content-Type: text/html; charset="us-ascii" Text Retrieval Issues
Divide and Conquer
&#= 8226;Strategy: use encapsulation to limit complexity
&#= 8226;Approach:
= 211;Define interfaces (input and output) for each component
&#= 8211;Define the functions performed by each component
&= #8211;Study each component in isolation
&= #8211;Repeat the process within components as needed
&= #8211;Make sure that this decomposition makes sense
&#= 8226;Result: a hierarchical decomposition
Okay, I’ve presented a very complex field… how do we actually go ab= out studying it?
Example of a decomposition that doesn’t make sense: separating engine from transmission
------=_NextPart_01C7F3D0.6A82E9A0 Content-Location: file:///C:/B278E281/796f071a_files/slide0117.htm Content-Transfer-Encoding: quoted-printable Content-Type: text/html; charset="us-ascii" Text Retrieval Issues
Process/System Co-Design
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Human-Machine Synergy
&#= 8226;Machines are good at:
&= #8211;Doing simple things accurately and quickly
&= #8211;Scaling to larger collections in sublinear time
» <= /div>
&#= 8226;People are better at:
&= #8211;Accurately recognizing what they are looking for
&= #8211;Evaluating intangibles such as “quality”
– <= /div>
&#= 8226;Both are pretty bad at:
&= #8211;Mapping consistently between words and concepts
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Supporting the Search Process
Source
Selection
Search
Query
Selection
Ranked List
Examination
Document
Delivery
Document
Query
Formulation
IR System
Query Reformulation
and
Relevance Feedback
Source
Reselection
No= minate
Choose=
Pre= dict
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Supporting the Search Process
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Query
Selection
Ranked List
Examination
Document
Delivery
Document
Query
Formulation
IR System
Indexing
Index
Acquisition
Collection
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&#= 8226;Study the IR black box in isolation
&= #8211;Simple behavior: in goes query, out comes documents
&= #8211;Optimize the choice of documents that come out
–
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• <= /div>
•
Where to Start?
Search=
Query
Ranked List
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The IR Black Box
Documents
Query
Hits
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Inside The IR Black Box
Documents
Query
Hits
= Representation
= Function
= Representation
= Function
Query Representation
Document Representation
= Comparison
= Function
Index
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Search Component Model
Comparison Function
Representation Function
Query Formulation
Human Judgment
Representation Function<= /div>
Retrieval Status Value
Utility
Query=
Information Need
Docum= ent
Query Representation
Document Representation
3D"Text=
Query  Processing
3D"Text
Document  Processing
Start 1:20
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Content-Transfer-Encoding: quoted-printable Content-Type: text/html; charset="us-ascii" Text Retrieval Issues
What about databases?
•What are = examples of databases?
<= span class=3DB1B style=3D'position:absolute;left:-4.23%'>–Banks st= oring account information
<= span class=3DB1B style=3D'position:absolute;left:-4.23%'>–Retailers storing inventories
<= span class=3DB1B style=3D'position:absolute;left:-4.23%'>–Universi= ties storing student grades
<= span class=3DBB style=3D'position:absolute;left:-4.44%'>•What exac= tly is a (relational) database?
<= span class=3DB1B style=3D'position:absolute;left:-4.23%'>–Think of= them as a collection of tables
<= span class=3DB1B style=3D'position:absolute;left:-4.23%'>–They mod= el some aspect of “the world”
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A (Simple) Database Example
Student Table
Department Table
Course Table
Enrollment Table
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Database Queries
= 226;What would you want to know from a database?
&= #8211;What classes is John Arrow enrolled in?
&#= 8211;Who has the highest grade in LBSC 690?
&= #8211;Who’s in the history department?
–Of all the non-CLIS students taking LBSC 690 with a last name shorter t= han six characters and were born on a Monday, who has the longest email address?
– <= /div>
–
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Databases vs. IR
•Other issues<= /b>
•Inte= raction with system
•Resu= lts we get<= /span>
•Quer= ies we’re posing
•What we’re retri= eving
•IR=
•Databases=
•
•Issues downplaye= d.
•Concurr= ency, recovery, atomicity are all critical.
•Interaction is important.
•One-shot queries= .
•Sometim= es relevant, often not.=
•Exact.<= span style=3D'mso-spacerun:yes'>  Always correct in a formal sense.
•Vague, imprecise information need= s (often expressed in natural language).
•Formall= y (mathematically) defined queries.&= nbsp; Unambiguous.
•Mostly unstructured.  = Free text with some metadata.
•Structu= red data. Clear seman= tics based on a formal model.
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“Bag of Terms” Representation
•Ba= g =3D a “set” that can contain duplicates
Ø“The quick brown fox jumped over the lazy dog’s back” ®
R= 26;   <= /span> {back, brown, dog, fox, jump, lazy, over, quick, the, the}
•
•Ve= ctor =3D values recorded in any consistent order
Ø{back, brown, dog, fox, jump, lazy, over, quick= , the, the} ®
= 211; [1 1 1 1 1 1 1 1 2]
Start 1:30
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Bag of Terms Example
The quick brown
fox jumped over
the lazy dog’s
back.
Document 1
Document 2
Now is the time
for all good men
to come to the
aid of their party.
the
quick
brown
fox
over
lazy
dog
back
now
is
time
for
all
good
men
to
come
jump
aid
of
their
party
0
0
1
1
0
1
1
0
1
1
0
0
1
0
1
0
0
1
1
0
0
1
0
0
1
0
0
1
1
0
1
0
1
1
  Term
3D"Text
Document 1
3D"Text
Document 2
Stopword
     List
Start:  1:35

Questions:

What is the consistent order in this case?
Why is a consistent order needed?

How are the terms chosen in this case?
Stopword lists eliminate terms  that = only convey meaning through word order

Observations:

No need to keep a position for terms that never occur
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Content-Location: file:///C:/B278E281/796f071a_files/slide0126_image127.gif Content-Transfer-Encoding: base64 Content-Type: image/gif R0lGODlhFQBNAHcAMSH+GlNvZnR3YXJlOiBNaWNyb3NvZnQgT2ZmaWNlACH5BAEAAAAALAUADQAJ ADkAgAAAAAAAAAJMhG+hyxCYoJy02vOwY0tfh3CelEWJaKaWAmpZ+bxhR5Ub3ZLhjNv7yIH9dKdG yjdEqT4blU04uiFruFzuGX1WqT1IbMIiTcPeoNFbAAA7 ------=_NextPart_01C7F3D0.6A82E9A0 Content-Location: file:///C:/B278E281/796f071a_files/slide0126_image128.gif Content-Transfer-Encoding: base64 Content-Type: image/gif R0lGODlhFQBNAHcAMSH+GlNvZnR3YXJlOiBNaWNyb3NvZnQgT2ZmaWNlACH5BAEAAAAALAUADAAJ ADoAgAAAAAAAAAJNRB5gp5rbHIzwRUuz3tzchSANxmGhRY6fc6puV30P6tUss5nhS5nXLtH4bqKg sTdqGVMv5RHGOg5tVCDUWuXRtMWOk5Rg4nri8gk7KgAAOw== ------=_NextPart_01C7F3D0.6A82E9A0 Content-Location: file:///C:/B278E281/796f071a_files/slide0127.htm Content-Transfer-Encoding: quoted-printable Content-Type: text/html; charset="us-ascii" Text Retrieval Issues
Advantages of Ranked Retrieval
&#= 8226;Closer to the way people think
&= #8211;Some documents are better than others
– <= /div>
&#= 8226;Enriches browsing behavior
&= #8211;Decide how far down the list to go as you read it
– <= /div>
&#= 8226;Allows more flexible queries
&= #8211;Long and short queries can produce useful results
------=_NextPart_01C7F3D0.6A82E9A0 Content-Location: file:///C:/B278E281/796f071a_files/slide0128.htm Content-Transfer-Encoding: quoted-printable Content-Type: text/html; charset="us-ascii" Text Retrieval Issues
Counting Terms
&#= 8226;Terms tell us about documents
&= #8211;If “rabbit” appears a lot, it may be about rabbits
&#= 8226;Documents tell us about terms
&= #8211;“the” is in every document -- not discriminating
= 226;Documents are most likely described well by rare terms that oc= cur in them frequently
&= #8211;Higher “term frequency” is stronger evidence
&#= 8211;Low “document frequency” makes it stronger still
Contrast this with Boolean retrieval

1) TF was always 1 or zero
2) Searchers mad to consider collection frequency
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Document Length Normalization
&#= 8226;Long documents have an unfair advantage
&= #8211;They use a lot of terms
&= #8226;So they get more matches than short documents
&= #8211;And they use the same words repeatedly
&= #8226;So they have much higher term frequencies
• <= /div>
&#= 8226;Normalization seeks to remove these effects
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Problems with “Free Text̶= 1; Search
&#= 8226;Homonymy
&= #8211;Terms may have many unrelated meanings
&= #8211;Polysemy (related meanings) is less of a problem
– <= /div>
&#= 8226;Synonymy
&= #8211;Many ways of saying (nearly) the same thing
– <= /div>
&#= 8226;Anaphora
&= #8211;Alternate ways of referring to the same thing
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Two Ways of Searching
Write the document
using terms to
convey meaning
Author
Content-Based
Query-Document
Matching
Document Terms
Query <= /span>Terms
Construct query from
terms that may<= /b>
appear in documents
Free-Text
Searcher
Retri= eval Status Value
Construct query from
available concept
descriptors
Controlled
Vocabulary
Searcher
Choose appropriate
concept descriptors
Indexer
Metadata-Based
Query-Document
Matching
Query <= /span>Descriptors
Document Descriptors
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Problems with Controlled Vocabular= y
&#= 8226;New concepts
• <= /div>
&#= 8226;Users and indexers may think differently
• <= /div>
&#= 8226;Using thesauri effectively requires training
–
Start 2:55

Dialog searching on the homework should illustrate the last point
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3D"Text
Behavior Category
M= inimum Scope
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file:///C:/B278E281/796f071a_files/slide0147.htm Content-Transfer-Encoding: quoted-printable Content-Type: text/html; charset="us-ascii" Text Retrieval Issues
Some Examples
• Read/Ignored, Saved/Deleted, Replied to
   (Stevens, 1993)
• Reading time <= /b>
    (Morita = & Shinoda, 1994; Konstan et al., 1997)
• Hypertext Link
    (Brin &a= mp; Page, 1998)&= #13;
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Estimating Authority from Links
Authority
Authority
Hub
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Problems with Observed Behavior
&#= 8226;Protecting privacy
&= #8211;What absolute assurances can we provide?
&= #8211;How can we make remaining risks understood?
– <= /div>
&#= 8226;Scalable rating servers
&= #8211;Is a fully distributed architecture practical?
» <= /div>
&#= 8226;Non-cooperative users
&= #8211;How can the effect of spamming be limited?
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Putting It All Together
Flexibility
Cost
Reliability
Quality
Topicality
Metadata
Behavior
Free Text
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The Big Picture
&#= 8226;Four Factors, working together
&= #8211;User
&= #8211;Process
&= #8211;System
&= #8211;Collection
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Course Goals
&#= 8226;Appreciate IR system capabilities and limitations
• <= /div>
&#= 8226;Understand IR system design & implementation
&#= 8211;For a broad range of applications and media
• <= /div>
&#= 8226;Evaluate IR system performance
• <= /div>
&#= 8226;Identify current IR research problems
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Course Design
= 226;Text/readings provide background and detail
&= #8211;At least one recommended reading is required
– <= /div>
&#= 8226;Class provides organization and direction
&#= 8211;We will not cover every important detail
– <= /div>
&#= 8226;Assignments and project provide experience
&#= 8211;The TA can help with the project
– <= /div>
&#= 8226;Final exam helps focus your effort
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Assumed Background
&#= 8226;Everyone:
&= #8211;LBSC 690 or INFM 603 or equivalent
&#= 8211;Comfortable with learning about technology
&#= 8226;MIM Students:
&= #8211;Basic systems analysis, scripting languages
&= #8211;Some programming is helpful
&#= 8226;MLS students:
&= #8211;LBSC 650 and LBSC 670
&= #8211;LBSC 750 or a subject access course is helpful
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Grading
&#= 8226;Assignments (20%)
&= #8211;Mastery of concepts and experience using tools
– <= /div>
&#= 8226;Term project (50%)
&= #8211;Options are described on course Web page
– <= /div>
&#= 8226;Final exam (30%)
&= #8211;In-class exam
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Handy Things to Know
&#= 8226;Classes will be videotaped
&#= 8211;Available outside my office
&#= 8226;Office hours: 5 PM Mondays
&#= 8211;Or schedule by email, or ask after class
&#= 8226;Everything is on the Web
&#= 8211;At http://www.glue.umd.edu/~oard
&#= 8226;Doug is most easily reached by email
&#= 8211;oard@umd.edu
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Some Things to Do This Week
&#= 8226;Assignment 1
&= #8211;Due at 6 PM next Monday!!
• <= /div>
= 226;At least skim the readings before class
&= #8211;Don’t fall behind!
• <= /div>
&#= 8226;Explore the Web site
&= #8211;Start thinking about the term project
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Click to edit Master text styles
Second level
Third level
Fourth level
Fifth level
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There are some disciplines that aren’t problem-oriented.  For example, statistics
What exactly is this course abou= t?  We’re going to spend most o= f this class on three words.
“Information” actual= ly exists as part of a hierarchy, of how refined it is
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Why would you want to search for each type of information?
Types of information needs and types of information form a matrix: this co= urse is mostly focused on one section thereof.
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When we’re talking about information retrieval, we’re talking mainly about searching.
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Okay, I’ve presented a very complex field… how do we actually go about studying it? Example = of a decomposition that doesn’t make sense: separating engine from transm= ission
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Start 1:20
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Start:  1:35
Questions:
What is the consistent order in this case?
Why is a consistent order needed?
How are the terms chosen in this case?
Stopword lists eliminate terms  that only convey meaning through word order
Observations:
No need to keep a position for terms that never occur
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Contrast this with Boolean retrieval
1) TF was always 1 or zero
2) Searchers mad to consider collection frequency
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Start 2:55
Dialog searching on the homework should illustrate the last point
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frames["PPTSld"] && PPTSld.document.all.item("ctx= tmenu") && PPTSld.ctxtmenu.style.display!=3D"none" ) { PPTSld.ctxtmenu.styl= e.display=3D'none'; return true } return false } function IsWin( name ) { return window.name =3D=3D name } function IsNts() { return IsWin("PPTNts") } function IsSldOrNts() { return( IsWin("PPTSld")||IsWin("PPTNts") ) } function SupportsPPTAnimation() { return( navigator.platform =3D=3D "Win32"= && navigator.appVersion.indexOf("Windows")>0 ) } function SupportsPPTHTML() { var appVer=3Dnavigator.appVersion, msie=3DappVer.indexOf("MSIE "), ver=3D0 if( msie >=3D 0 ) ver=3DparseFloat( appVer.substring( msie+5, appVer.indexOf(";",msie) ) ) else ver=3DparseInt(appVer) return( ver >=3D 4 && msie >=3D 0 ) } function _RSW() { if( !g_supportsPPTHTML || IsNts() || ( !g_scaleInFrame && (!IsWin("PPTSld") || !parent.IsFullScrMode()) ) ) return var padding=3D0; if( IsWin("PPTSld") && parent.IsFramesMode() ) padding=3D6 cltWidth=3Ddocument.body.clientWidth-padding cltHeight=3Ddocument.body.clientHeight-padding factor=3D(1.0*cltWidth)/g_origW if( cltHeight < g_origH*factor ) factor=3D(1.0*cltHeight)/g_origH newSize =3D g_origSz * factor if( newSize < 1 ) newSize=3D1 s=3DSlideObj.style s.fontSize=3DnewSize+"px" s.posWidth=3Dg_origW*factor s.posHeight=3Dg_origH*factor s.posLeft=3D(cltWidth-s.posWidth+padding)/2 s.posTop=3D(cltHeight-s.posHeight+padding)/2 if( g_scaleHyperlinks ) ScaleHyperlinks( factor ) } function _InitAnimations() { animRuntimeInstalled =3D ''+document.body.localTime !=3D 'undefined'; isFullScreen =3D (window.name =3D=3D "PPTSld") && !parent.IsFramesMode(); g_animUseRuntime =3D g_showAnimation && animRuntimeInstalled && !(isFullSc= reen && parent.IsSldVisited()); if( g_animUseRuntime ) { collSeq =3D document.all.tags("seq"); if( collSeq !=3D null ) { for(ii=3D0;ii numSlds ) gSldJumpIdx =3D numSlds; if ( gSldJumpIdx >=3D 0 ) { if ( gSldJumpIdx =3D=3D 0 ) gSldJumpIdx =3D 1; var jumpTo =3D parseInt(gSldJumpIdx); gSldJump =3D 0; gSldJumpIdx =3D ""; win.GoToSld( parent.GetSldList().mList[jumpTo-1].mSldHref ) } } } function _KDH() { if( event.keyCode =3D=3D 8 ) { event.returnValue =3D 0; parent.GoToPrevSld(); } }function DocumentOnClick() { if( IsNts() || parent.HideMenu() ) return; if( ( g_allowAdvOnClick && (window.name=3D=3D"PPTSld") && !parent.IsFrames= Mode() ) || (event && event.keyCode=3D=3D32) ) { =09 if( g_animUseRuntime && g_animMainSequence && g_animMainSequence.cangonex= t ) return; parent.GoToNextSld(); } } var g_supportsPPTHTML =3D SupportsPPTHTML(), g_scaleInFrame =3D 1, gId=3D""= , g_bgSound=3D"", g_scaleHyperlinks =3D false, g_allowAdvOnClick =3D 1, g_showInBrowser = =3D 0, gLoopCont =3D 0, gUseSldTimings =3D 0; var g_showAnimation =3D g_supportsPPTHTML && SupportsPPTAnimation() && ( (w= indow.name=3D=3D"PPTSld" && !parent.IsFramesMode()) || g_showInBrowser );va= r g_animManager =3D null; var g_animUseRuntime =3D false; var g_animItemsToHide, g_animInteractiveItems, g_animSlideTime; var g_animMainSequence =3D null; var ENDSHOW_MESG=3D"End of slide show, click to exit.", SCREEN_MODE=3D"Fram= es", gIsEndShow=3D0, NUM_VIS_SLDS=3D49, SCRIPT_HREF=3D"script.js", FULLSCR_= HREF=3D"fullscreen.htm"; var gCurSld =3D gPrevSld =3D 1, g_offset =3D 0, gNtsOpen =3D gHasNts =3D gO= tlTxtExp =3D 0, gHasNarration =3D 0, gOtlOpen =3D true window.gPPTHTML=3DSupportsPPTHTML() var gMainDoc=3Dnew Array(new hrefList("slide0001.htm",1,-1,1),new hrefList(= "slide0049.htm",1,-1,1),new hrefList("slide0083.htm",1,-1,1),new hrefList("= slide0067.htm",1,-1,1),new hrefList("slide0079.htm",1,-1,1),new hrefList("s= lide0080.htm",1,-1,1),new hrefList("slide0054.htm",1,-1,1),new hrefList("sl= ide0081.htm",1,-1,1),new hrefList("slide0090.htm",1,-1,1),new hrefList("sli= de0055.htm",1,-1,1),new hrefList("slide0124.htm",1,-1,1),new hrefList("slid= e0085.htm",1,-1,1),new hrefList("slide0116.htm",1,-1,1),new hrefList("slide= 0122.htm",1,-1,1),new hrefList("slide0086.htm",1,-1,1),new hrefList("slide0= 118.htm",1,-1,1),new hrefList("slide0103.htm",1,-1,1),new hrefList("slide01= 17.htm",1,-1,1),new hrefList("slide0119.htm",1,-1,1),new hrefList("slide005= 9.htm",1,-1,1),new hrefList("slide0060.htm",1,-1,1),new hrefList("slide0104= .htm",1,-1,1),new hrefList("slide0106.htm",1,-1,1),new hrefList("slide0107.= htm",1,-1,1),new hrefList("slide0123.htm",1,-1,1),new hrefList("slide0093.h= tm",1,-1,1),new hrefList("slide0094.htm",1,-1,1),new hrefList("slide0095.ht= m",1,-1,1),new hrefList("slide0096.htm",1,-1,1),new hrefList("slide0125.htm= ",1,-1,1),new hrefList("slide0126.htm",1,-1,1),new hrefList("slide0127.htm"= ,1,-1,1),new hrefList("slide0128.htm",1,-1,1),new hrefList("slide0129.htm",= 1,-1,1),new hrefList("slide0138.htm",1,-1,1),new hrefList("slide0139.htm",1= ,-1,1),new hrefList("slide0142.htm",1,-1,1),new hrefList("slide0146.htm",1,= -1,1),new hrefList("slide0147.htm",1,-1,1),new hrefList("slide0148.htm",1,-= 1,1),new hrefList("slide0151.htm",1,-1,1),new hrefList("slide0152.htm",1,-1= ,1),new hrefList("slide0097.htm",1,-1,1),new hrefList("slide0061.htm",1,-1,= 1),new hrefList("slide0062.htm",1,-1,1),new hrefList("slide0114.htm",1,-1,1= ),new hrefList("slide0063.htm",1,-1,1),new hrefList("slide0064.htm",1,-1,1)= ,new hrefList("slide0065.htm",1,-1,1)); /********************************************* Frameset functions These functions control slide navigation and state of the frameset. **********************************************/ function FullScrInit() { g_allowAdvOnClick =3D GetCurSld().mAdvOnClk document.body.style.backgroundColor=3D"black" document.oncontextmenu=3Dparent._CM; document.onkeydown =3D _KDH; document.ondragstart=3DCancel document.onselectstart=3DCancel self.focus() } function Redirect( frmId ) {=09 var str=3Ddocument.location.hash,idx=3Dstr.indexOf('#'), sId=3DGetSldId() if(idx>=3D0) str=3Dstr.substr(1); if( window.name !=3D frmId && ( sId !=3D str) ) { obj =3D GetObj("Main-File") window.location.href=3Dobj.href+"#"+sId return 1 } return 0 } var MHTMLPrefix =3D CalculateMHTMLPrefix();=20 function CalculateMHTMLPrefix() { if ( document.location.protocol =3D=3D 'mhtml:') {=20 href=3Dnew String(document.location.href)=20 Start=3Dhref.indexOf('!')+1=20 End=3Dhref.lastIndexOf('/')+1=20 if (End < Start)=20 return href.substring(0, Start)=20 else=20 return href.substring(0, End)=20 } return ''; } function GetTags(base,tag) { if(g_supportsPPTHTML) return base.all.tags(tag); else return base.getElementsByTagName(tag); } function UpdNtsPane(){ if(frames["PPTNts"]) PPTNts.location.replace( MHTMLP= refix+GetHrefObj( gCurSld ).mNtsHref ) } function UpdNavPane( sldIndex ){ if(gNavLoaded) PPTNav.UpdNav() } function UpdOtNavPane(){ if(gOtlNavLoaded) PPTOtlNav.UpdOtlNav() } function UpdOtlPane(){ if(gOtlLoaded) PPTOtl.UpdOtl() } function SetHasNts( fVal ) { if( gHasNts !=3D fVal ) { gHasNts=3DfVal UpdNavPane() } } function ToggleOtlText() { gOtlTxtExp=3D!gOtlTxtExp UpdOtlPane() } function ClearMedia() { // Clear any sounds playing before launching another browser window. Other= wise, // in fullscreen mode, you'll continue to hear the sound in the frames mod= e. if (PPTSld.pptSound) PPTSld.pptSound.loop =3D 0; } function FullScreen() {=20 if ( PPTSld.g_animUseRuntime ) PPTSld.document.body.pause(); ClearMedia(); var href =3D ( document.location.protocol =3D=3D 'mhtml:') ? FULLSCR_HREF = : FULLSCR_HREF+"#"+GetHrefObj(gCurSld).mSldHref; if(PPTNav.event.ctrlKey) { var w =3D (window.screen.availWidth * 1.0) / 2.0 var h =3D w * (PPTSld.g_origH * 1.0) / PPTSld.g_origW win =3D window.open( MHTMLPrefix+href,null,"toolbar=3D0,resizable=3D1,top= =3D0,left=3D0," + "width=3D"+ w + ",height=3D" + h ); if( win.document.body && PPTSld.g_animUseRuntime ) win.document.body.PPTSldFrameset=3Dwindow; } else { win =3D window.open( MHTMLPrefix+href,null,"fullscreen=3Dyes" ); if( win.document.body && PPTSld.g_animUseRuntime ) win.document.body.PPTSldFrameset=3Dwindow; } } function ToggleVNarration() { rObj=3DPPTSld.document.all("NSPlay") if( rObj && !PPTSld.g_animUseRuntime ) { if( (rObj.playState =3D=3D 1)||(rObj.playState =3D=3D 0) ) rObj.Play() else if( rObj.playState =3D=3D 2 ) rObj.Pause() else return; } else if( PPTSld.g_animUseRuntime ) { narObj =3D PPTSld.document.all("narrationID") if( narObj ) narObj.togglePause() } } function GetCurSldNum() { =20 obj=3DGetHrefObj(gCurSld) if( obj.mOrigVis =3D=3D 1 ) return obj.mSldIdx else =20 return gCurSld } function GetNumSlds() { =20 if( GetHrefObj(gCurSld).mOrigVis =3D=3D 1 ) return GetSldList().mNumVisSlds; else return GetSldList().mList.length } function GetSldNum( href ) { for(ii=3D0; ii 1 ) PopSldList(); else if( !IsFramesMode() ) { if( gLoopCont ) GoToFirst() else EndShow() } } function GoToPrevSld() { ii=3DgCurSld-1 if( ii > 0 ) { obj=3DGetHrefObj(ii) while ( obj && ( obj.mVis =3D=3D 0 ) && ( ii>0 ) ) obj=3DGetHrefObj(--ii) if( ii =3D=3D 0 ) ii=3D1 GoToSldNum(ii) } } function GoToFirst(){ GoToSld( GetHrefObj(1).mSldHref ) } function GoToLast() { ii=3DGetSldList().mList.length if( ii !=3D gCurSld ) GoToSld( GetHrefObj(ii).mSldHref ) } function GoToSldNum( num ) { if( PPTSld.event ) PPTSld.event.cancelBubble=3Dtrue obj =3D GetHrefObj( num ) obj.mVis=3D1 gPrevSld=3DgCurSld gCurSld =3D num; PPTSld.location.replace(MHTMLPrefix+obj.mSldHref) if( IsFramesMode() ) { UpdNavPane(); UpdOtlPane(); UpdNtsPane() } } function GoToSld( href ) { if( PPTSld.event ) PPTSld.event.cancelBubble=3Dtrue GetHrefObj( GetSldNum(href) ).mVis=3D1 PPTSld.location.replace(MHTMLPrefix+href) } function SldUpdated( id ) { if( id =3D=3D GetHrefObj(gCurSld).mSldHref ) return gPrevSld=3DgCurSld gCurSld=3DGetSldNum(id) if( IsFramesMode() ) { UpdNavPane(); UpdOtlPane(); UpdNtsPane() } } function PrevSldViewed(){ GoToSld( GetHrefObj(gPrevSld).mSldHref ) } function HasPrevSld() { return ( gIsEndShow || ( gCurSld !=3D 1 && GetHrefO= bj( gCurSld-1 ).mVis =3D=3D 1 )||( GetCurSldNum() > 1 ) ) } function HasNextSld() { return (GetCurSldNum() !=3D GetNumSlds()) } function CloseWindow() { if( HideMenu() ) return; =09 var event =3D PPTSld.event; if( !IsFramesMode() && event && (event.keyCode=3D=3D27 || event.keyCode=3D= =3D32 || event.type=3D=3D"click" ) ) window.close( self ); CatchNumKeys( self, event ); } function Unload() { gIsEndShow=3D0; } function SetupEndShow() { gIsEndShow=3D1; PPTSld.document.body.scroll=3D"no"; PPTSld.document.onkeypress=3DCloseWindow; PPTSld.document.onclick=3DCloseWindow; PPTSld.document.oncontextmenu=3D_CM; } function EndShow() { if( IsFramesMode() ) return if( PPTSld.event ) PPTSld.event.cancelBubble=3Dtrue doc=3DPPTSld.document var dir =3D doc.body.dir if( dir !=3D "rtl" ) dir =3D "ltr"; doc.open() doc.writeln('


' + ENDSHOW_MESG + '

') doc.close() } function SetSldVisited(){ GetSldList().mList[gCurSld-1].mVisited=3Dtrue } function IsSldVisited(){ return GetSldList().mList[gCurSld-1].mVisited } function hrefList( sldHref, visible, advDelay, advClk ) { this.mSldHref=3D this.mNtsHref =3D sldHref this.mOrigVis=3D this.mVis =3D visible this.mVisited=3D false this.mAdvDelay=3D advDelay this.mAdvOnClk=3D advClk } function SldList(arr,curSld,fEnd) { this.mCurSld =3D curSld; this.mList =3D new Array(); var idx =3D 1; for(ii=3D0;ii 0) { PushSldList(sldList,fEnd); gCurSld =3D 1; } else if( PPTSld.event ) PPTSld.event.cancelBubble=3Dtrue } function PushSldList(arr,fEnd) { var ii =3D gSldStack.length; gSldStack[ii] =3D new SldList(arr,gCurSld,fEnd); GoToSld( gSldStack[ii].mList[0].mSldHref ); } function PopSldList() { if (gSldStack[gSldStack.length-1].fEndShow) EndShow() else { gCurSld =3D gSldStack[gSldStack.length-1].mCurSld; gSldStack[gSldStack.length-1] =3D null; gSldStack.length--; var sldList =3D gSldStack[gSldStack.length-1]; GoToSld( sldList.mList[gCurSld - 1].mSldHref ); } } var custShowList=3Dnew Array(); /********************************************* Navigation button implementation There are 2 types of buttons: ImgBtn, TxtBtn implemented as function objects. They share a similiar interface so the event handlers can call SetActive, for example, on a button=20 object without needing to know exactly=20 what type of button it is. **********************************************/ //---------------------------------- function ImgBtn( oId,bId,w,action ) //---------------------------------- { var t=3Dthis t.Perform =3D _IBP t.SetActive =3D _IBSetA t.SetInactive=3D _IBSetI t.SetPressed =3D _IBSetP t.SetDisabled=3D _IBSetD t.Enabled =3D _IBSetE t.ChangeIcon =3D null t.UserAction =3D action t.ChgState =3D _IBUI t.mObjId =3D oId t.mBorderId=3D bId t.mWidth =3D w t.mIsOn =3D t.mCurState =3D 0 } function _IBSetA() { if( this.mIsOn ) { obj=3Dthis.ChgState( gHiliteClr,gShadowClr,2 ) obj.style.posTop=3D0 } } function _IBSetI() { if( this.mIsOn ) { obj=3Dthis.ChgState( gFaceClr,gFaceClr,1 ) obj.style.posTop=3D0=20 } } function _IBSetP() { if( this.mIsOn ) { obj=3Dthis.ChgState( gShadowClr,gHiliteClr,2 ) obj.style.posLeft+=3D1; obj.style.posTop+=3D1 } } function _IBSetD() { =20 obj=3Dthis.ChgState( gFaceClr,gFaceClr,0 ) obj.style.posTop=3D0=20 } function _IBSetE( state ) { var t=3Dthis GetObj( t.mBorderId ).style.visibility=3D"visible" if( state !=3D t.mIsOn ) { t.mIsOn=3Dstate if( state ) t.SetInactive() else t.SetDisabled() } } function _IBP() { var t=3Dthis if( t.mIsOn ) { if( t.UserAction !=3D null ) t.UserAction() if( t.ChangeIcon ) { obj=3DGetObj(t.mObjId) if( t.ChangeIcon() ) obj.style.posLeft=3Dobj.style.posLeft+(t.mCurState-4)*t.mWidth else obj.style.posLeft=3Dobj.style.posLeft+(t.mCurState-0)*t.mWidth } t.SetActive() } =20 } function _IBUI( clr1,clr2,nextState ) { var t=3Dthis SetBorder( GetObj( t.mBorderId ),clr1,clr2 ) obj=3DGetObj( t.mObjId ) obj.style.posLeft=3Dobj.style.posLeft+(t.mCurState-nextState)*t.mWidth-obj= .style.posTop t.mCurState=3DnextState return obj } //----------------------------------------- function TxtBtn( oId,oeId,action,chkState ) //----------------------------------------- { var t=3Dthis t.Perform =3D _TBP t.SetActive =3D _TBSetA t.SetInactive=3D _TBSetI t.SetPressed =3D _TBSetP t.SetDisabled=3D _TBSetD t.SetEnabled =3D _TBSetE t.GetState =3D chkState t.UserAction =3D action t.ChgState =3D _TBUI t.mObjId =3D oId t.m_elementsId=3D oeId t.mIsOn =3D 1 } function _TBSetA() { var t=3Dthis if( t.mIsOn && !t.GetState() ) t.ChgState( gHiliteClr,gShadowClr,0,0 ) } function _TBSetI() { var t=3Dthis if( t.mIsOn && !t.GetState() ) t.ChgState( gFaceClr,gFaceClr,0,0 ) } function _TBSetP() { if( this.mIsOn ) this.ChgState( gShadowClr,gHiliteClr,1,1 ) } function _TBSetD() { =20 this.ChgState( gFaceClr,gFaceClr,0,0 ) this.mIsOn =3D 0 } function _TBSetE() { var t=3Dthis if( !t.GetState() ) t.ChgState( gFaceClr,gFaceClr,0,0 ) else t.ChgState( gShadowClr,gHiliteClr,1,1 ) t.mIsOn =3D 1 } function _TBP() { var t=3Dthis if( t.mIsOn ) {=20 if( t.UserAction !=3D null ) t.UserAction() if( !t.GetState ) return if( t.GetState() ) t.SetPressed() else t.SetActive() } =20 } function _TBUI( clr1,clr2,lOffset,tOffset ) { SetBorder( GetObj( this.mObjId ),clr1,clr2 ) Offset( GetObj( this.m_elementsId ),lOffset,tOffset ) } function Offset( obj, top, left ){ obj.style.top=3Dtop; obj.style.left=3Dle= ft } function SetBorder( obj, upperLeft, lowerRight ) { s=3Dobj.style; s.borderStyle =3D "solid" s.borderWidth =3D 1=20 s.borderLeftColor =3D s.borderTopColor =3D upperLeft s.borderBottomColor=3D s.borderRightColor =3D lowerRight } function GetBtnObj(){ return gBtnArr[window.event.srcElement.id] } function BtnOnOver(){ b=3DGetBtnObj(); if( b !=3D null ) b.SetActive() } function BtnOnDown(){ b=3DGetBtnObj(); if( b !=3D null ) b.SetPressed() } function BtnOnOut(){ b=3DGetBtnObj(); if( b !=3D null ) b.SetInactive() } function BtnOnUp() { b=3DGetBtnObj() if( b !=3D null ) b.Perform() else Upd() } function GetNtsState(){ return parent.gNtsOpen } function GetOtlState(){ return parent.gOtlOpen } function GetOtlTxtState(){ return parent.gOtlTxtExp } function NtsBtnSetFlag( fVal ) { s=3Ddocument.all.item( this.m_flagId ).style s.display=3D"none" if( fVal ) s.display=3D"" else s.display=3D"none" } function _BSetA_Border(){ b =3D gBtnArr[this.mObjId]; if( b !=3D null ) b.S= etActive() } function _BSetI_Border(){ b =3D gBtnArr[this.mObjId]; if( b !=3D null ) b.S= etInactive() } function _BSetP_Border(){ b =3D gBtnArr[this.mObjId]; if( b !=3D null ) b.S= etPressed() } function _BSetA_BorderImg() {=20 b =3D gBtnArr[this.mBorderId]=20 if( b !=3D null && this.mIsOn && !b.GetState() ) { obj=3Dthis.ChgState( gHiliteClr,gShadowClr,2 ) obj.style.posTop=3D0 } } function _BSetI_BorderImg() {=20 b =3D gBtnArr[this.mBorderId] if( b !=3D null && this.mIsOn && !b.GetState() ) { obj=3Dthis.ChgState( gFaceClr,gFaceClr,1 ) obj.style.posTop=3D0 } } var gHiliteClr=3D"THREEDHIGHLIGHT",gShadowClr=3D"THREEDSHADOW",gFaceClr=3D"= THREEDFACE" var gBtnArr =3D new Array() gBtnArr["nb_otl"] =3D new TxtBtn( "nb_otl","nb_otlElem",parent.ToggleOtlPan= e,GetOtlState ) gBtnArr["nb_otlElem"] =3D new TxtBtn( "nb_otl","nb_otlElem",parent.ToggleOt= lPane,GetOtlState ) gBtnArr["nb_nts"] =3D new ImgBtn( "nb_nts","nb_ntsBorder",10,parent.ToggleN= tsPane ) gBtnArr["nb_nts"].SetActive =3D _BSetA_BorderImg; gBtnArr["nb_nts"].SetInactive =3D _BSetI_BorderImg; gBtnArr["nb_ntsBorder"] =3D new TxtBtn( "nb_ntsBorder","nb_ntsElem",parent.= ToggleNtsPane,GetNtsState ) gBtnArr["nb_ntsElem"] =3D new TxtBtn( "nb_ntsBorder","nb_ntsElem",parent.To= ggleNtsPane,GetNtsState ) gBtnArr["nb_prevBorder"] =3D gBtnArr["nb_prev"]=3D new ImgBtn( "nb_prev","n= b_prevBorder",30,parent.GoToPrevSld ) gBtnArr["nb_nextBorder"] =3D gBtnArr["nb_next"]=3D new ImgBtn( "nb_next","n= b_nextBorder",30,parent.GoToNextSld ) gBtnArr["nb_sldshw"]=3D new ImgBtn( "nb_sldshw","nb_sldshwBorder",18,parent= .FullScreen ) gBtnArr["nb_sldshwBorder"] =3D new TxtBtn( "nb_sldshw","nb_sldshwBorder",pa= rent.FullScreen,null ) gBtnArr["nb_sldshwBorder"].SetActive =3D _BSetA_Border; gBtnArr["nb_sldshwBorder"].SetInactive =3D _BSetI_Border; gBtnArr["nb_sldshwText"] =3D new TxtBtn( "nb_sldshw","nb_sldshwText",parent= .FullScreen,null ) gBtnArr["nb_sldshwText"].SetActive =3D _BSetA_Border; gBtnArr["nb_sldshwText"].SetInactive =3D _BSetI_Border; gBtnArr["nb_voice"] =3D gBtnArr["nb_voiceBorder"] =3D new ImgBtn( "nb_voice= ","nb_voiceBorder",18,parent.ToggleVNarration ) gBtnArr["nb_otlTxtBorder"] =3D gBtnArr["nb_otlTxt"]=3D new ImgBtn( "nb_otlT= xt","nb_otlTxtBorder",23,parent.ToggleOtlText ) gBtnArr["nb_ntsBorder"].m_flagId=3D "nb_nts" gBtnArr["nb_ntsBorder"].SetFlag =3D NtsBtnSetFlag gBtnArr["nb_otlTxt"].ChangeIcon=3D GetOtlTxtState /********************************************* Context menu implementation _CM() is the function that's hooked up to the oncontextmenu event. Once we're asked to show the menu, we first build it by creating DIVs on-the-fly. Then we position it=20 within the screen area so it doesn't get clipped. Creating the DIVs using createElement() means we don't have to write out any extra HTML into the slide HTML files. **********************************************/ var sNext=3D"Next",sPrev=3D"Previous",sEnd=3D"End Show",sFont=3D"Arial",sAr= row=3D"Arrow",sFreeform=3D"Freeform",sRect=3D"Rectangle",sOval=3D"Oval" function ShowMenu() { BuildMenu(); var doc=3DPPTSld.document.body,x=3DPPTSld.event.clientX+doc.scrollLeft,y= =3DPPTSld.event.clientY+doc.scrollTop m =3D PPTSld.document.all.item("ctxtmenu") m.style.pixelLeft=3Dx if( (x+m.scrollWidth > doc.clientWidth)&&(x-m.scrollWidth > 0) ) m.style.pixelLeft=3Dx-m.scrollWidth m.style.pixelTop=3Dy if( (y+m.scrollHeight > doc.clientHeight)&&(y-m.scrollHeight > 0) ) m.style.pixelTop=3Dy-m.scrollHeight m.style.display=3D"" } function _CM() { if( !parent.IsFullScrMode() ) return; if(!PPTSld.event.ctrlKey) { ShowMenu() return false } else HideMenu() } function BuildMenu() { if( PPTSld.document.all.item("ctxtmenu") ) return var mObj=3DCreateItem( PPTSld.document.body ) mObj.id=3D"ctxtmenu" mObj.style.visibility=3D"hidden" var s=3DmObj.style s.position=3D"absolute" s.cursor=3D"default" s.width=3D"120px" SetCMBorder(mObj,"menu","black") var iObj=3DCreateItem( mObj ) SetCMBorder( iObj, "threedhighlight","threedshadow" ) iObj.style.padding=3D2 CreateMenuItem( iObj,sNext,M_GoNextSld,M_True ) CreateMenuItem( iObj,sPrev,M_GoPrevSld,M_HasPrevSld ) =09 CreateSeparator( iObj ) CreateMenuItem( iObj,sEnd,M_End,M_True ) mObj.style.visibility=3D"visible" } function Cancel() { window.event.cancelBubble=3Dtrue; window.event.returnVa= lue=3Dfalse } function Highlight() { ChangeClr("activecaption","threedhighlight") } function Deselect() { ChangeClr("threedface","menutext") } function Perform() { e=3DPPTSld.event.srcElement if( e.type=3D=3D"menuitem" && e.IsActive() ) e.Action() else PPTSld.event.cancelBubble=3Dtrue } function ChangeClr( bg,clr ) { e=3DPPTSld.event.srcElement if( e.type=3D=3D"menuitem" && e.IsActive() ) { e.style.backgroundColor=3Dbg e.style.color=3Dclr } } function M_HasPrevSld() { return( parent.HasPrevSld() ) } function M_GoNextSld() { if( gIsEndShow ) M_End(); else GoToNextSld() } function M_GoPrevSld() { if( gIsEndShow ) { gIsEndShow=3D0; history.back();= PPTSld.event.cancelBubble=3Dtrue; } else GoToPrevSld() } function M_True() { return true } function M_End() { window.close( self ) } function CreateMenuItem( node,text,action,eval ) { var e=3DCreateItem( node ) e.type=3D"menuitem" e.Action=3Daction e.IsActive=3Deval e.innerHTML=3Dtext if( !e.IsActive() ) e.style.color=3D"threedshadow" e.onclick=3DPerform e.onmouseover=3DHighlight e.onmouseout=3DDeselect s=3De.style; 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charset="us-ascii" Text Retrieval Issues ------=_NextPart_01C7F3D0.6A82E9A0 Content-Location: file:///C:/B278E281/796f071a_files/outline.htm Content-Transfer-Encoding: quoted-printable Content-Type: text/html; charset="us-ascii"
 No= tes
Slide Show
Outline
= = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = =
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