SlideShare a Scribd company logo
1 of 54
Download to read offline
xxxdanishxschoolxofxmediaxandxjournalismxhenrikxbirkvigxhbi@dmjx.dkxbiadx2011xthexwordxasxpictures

                                                                                                                              1


                                                                                                         Ralph du Carrois
                                                                                                         via @spiekermann
                                                                                                         on Twitter sunday.
xxxdanishxschoolxofxmediaxandxjournalismxhenrikxbirkvigxhbi@dmjx.dkxbiadx2011xthexwordxasxpictures

                                                                                                         2
xxxdanishxschoolxofxmediaxandxjournalismxhenrikxbirkvigxhbi@dmjx.dkxbiadx2011xthexwordxasxpictures

                                                                                                         3
xxxdanishxschoolxofxmediaxandxjournalismxhenrikxbirkvigxhbi@dmjx.dkxbiadx2011xthexwordxasxpictures

                                                                                                         4



typographics/
typograms:
the word
as picture
Henrik Birkvig
Some research and investigations
xxxdanishxschoolxofxmediaxandxjournalismxhenrikxbirkvigxhbi@dmjx.dkxbiadx2011xthexwordxasxpictures

                                                                                                          5

partitio
•	    1. Background
•	    2. Empirical objects (the collection)
•	    3. Research
•	    4. Definition
•	    5. Analysis 1
•	    6. Analysis 2
•	    7. Theorizing and analyzing
•	    8.  onclusion
         C
•	    9. Perspective
xxxdanishxschoolxofxmediaxandxjournalismxhenrikxbirkvigxhbi@dmjx.dkxbiadx2011xthexwordxasxpictures

                                                                                                         6

1. background
How it began:

•	 Graduated 1982, started teaching 1984/85
xxxdanishxschoolxofxmediaxandxjournalismxhenrikxbirkvigxhbi@dmjx.dkxbiadx2011xthexwordxasxpictures

                                                                                                         7

1. background
How it began:

•	 Graduated 1982, started teaching 1984/85
•	 Creative process  display typography
xxxdanishxschoolxofxmediaxandxjournalismxhenrikxbirkvigxhbi@dmjx.dkxbiadx2011xthexwordxasxpictures

                                                                                                         8

1. background
How it began:

•	 Graduated 1982, started teaching 1984/85
•	 Creative process  display typography
•	 Assignment:
   
   make some
   ‘typographics’!
   (the student
   as graphic
   designer
   as author
   (Are we gonna
   come up
   with the words
   ourselves?)
xxxdanishxschoolxofxmediaxandxjournalismxhenrikxbirkvigxhbi@dmjx.dkxbiadx2011xthexwordxasxpictures

                                                                                                          9

1. background
How it began:

•	    Graduated 1982, started teaching 1984/85
•	    Creative process  display typography
•	    Assignment: make some ‘typographics’ (did not know better)
•	    Still on my list of assignments today
xxxdanishxschoolxofxmediaxandxjournalismxhenrikxbirkvigxhbi@dmjx.dkxbiadx2011xthexwordxasxpictures

                                                                                                          10

1. background
How it began:

•	    Graduated 1982, started teaching 1984/85
•	    Creative process  display typography
•	    Assignment: make some ‘typographics’ (did not know better)
•	    Still on my list of assignments today
•	    Collecting (more) examples from 2005
xxxdanishxschoolxofxmediaxandxjournalismxhenrikxbirkvigxhbi@dmjx.dkxbiadx2011xthexwordxasxpictures

                                                                                                         11

2. empirical objects
•	 192 examples collected from 2005 til now

A variety of sources:
screendumps from the internet,
scan from prints,
photographs,
digital files …
xxxdanishxschoolxofxmediaxandxjournalismxhenrikxbirkvigxhbi@dmjx.dkxbiadx2011xthexwordxasxpictures

                                                                                                         12


3. ongoing research
•	 Litterature (typographic textbooks)
•	 Internet search (Google, Encyclopedia Brittanica)
•	 Network inquiries (three typo experts)
xxxdanishxschoolxofxmediaxandxjournalismxhenrikxbirkvigxhbi@dmjx.dkxbiadx2011xthexwordxasxpictures

                                                                                                          13


3. research
•	 Litterature (textbooks: looking for definitions)




    Some of ‘The usual suspects’
xxxdanishxschoolxofxmediaxandxjournalismxhenrikxbirkvigxhbi@dmjx.dkxbiadx2011xthexwordxasxpictures

                                                                                                         14


3. research
•	 Netsearch: typographics (too much general typography)
xxxdanishxschoolxofxmediaxandxjournalismxhenrikxbirkvigxhbi@dmjx.dkxbiadx2011xthexwordxasxpictures

                                                                                                         15


3. research
•	 Netsearch: typogram (typography, calligram)
xxxdanishxschoolxofxmediaxandxjournalismxhenrikxbirkvigxhbi@dmjx.dkxbiadx2011xthexwordxasxpictures

                                                                                                         16


3. research
•	 Netsearch (encyclopedia: looking for definitions)
xxxdanishxschoolxofxmediaxandxjournalismxhenrikxbirkvigxhbi@dmjx.dkxbiadx2011xthexwordxasxpictures

                                                                                                         17


3. research
•	 Netsearch (google: looking for definitions)
xxxdanishxschoolxofxmediaxandxjournalismxhenrikxbirkvigxhbi@dmjx.dkxbiadx2011xthexwordxasxpictures

                                                                                                         18


3. research
•	 Typographics?
•	 Typograms?
xxxdanishxschoolxofxmediaxandxjournalismxhenrikxbirkvigxhbi@dmjx.dkxbiadx2011xthexwordxasxpictures

                                                                                                         19


3. research
•	 Back to the books: more litterature studies
xxxdanishxschoolxofxmediaxandxjournalismxhenrikxbirkvigxhbi@dmjx.dkxbiadx2011xthexwordxasxpictures

                                                                                                         20


3. research
•	 Back to the books: more litterature studies

Karl Gerstner in ‘Kompendium für Alphabeten’: Typogram
(“Der Terminus für visualisierte Begriffe: Typogramme”).

Aaron Burns in ‘Typography’: Typographic illustration.

David Consuegra in ‘American Type’: Typogram

Massin in ‘Letter and Image’: [lots of different examples]

Emil Ruder in ‘Typography’ : [examples]
xxxdanishxschoolxofxmediaxandxjournalismxhenrikxbirkvigxhbi@dmjx.dkxbiadx2011xthexwordxasxpictures

                                                                                                         21


3. research
Roger Ferriter in ‘Typerformance’: Typographic performances

Per Mollerup in ‘Marks of Excellence’: Letter marks

Gavin Ambrose  Paul Harris in
‘The Visual Dictionary of Typography’: Typogram

(“The deliberate use of typography to express an idea visually,
but by incorporating something more than just the letters that
constitute the word.”)
xxxdanishxschoolxofxmediaxandxjournalismxhenrikxbirkvigxhbi@dmjx.dkxbiadx2011xthexwordxasxpictures

                                                                                                         22


4. definition
Gavin Ambrose  Paul Harris in
‘The Visual Dictionary of Typography’: Typogram


The deliberate use of typography
to express an idea visually,                contradic
                                                      tion!

but by incorporating something more
than just the letters that constitute the word.

                                                [← fits my collection well]
xxxdanishxschoolxofxmediaxandxjournalismxhenrikxbirkvigxhbi@dmjx.dkxbiadx2011xthexwordxasxpictures

                                                                                                         23


4. definition
Gavin Ambrose  Paul Harris in
‘The Visual Dictionary of Typography’: Typogram

Typographics:
a concept used specifically in New York
from the late fifties (Brownjohn, Lubalin, ITC et al) →

A subclass under typogram?
xxxdanishxschoolxofxmediaxandxjournalismxhenrikxbirkvigxhbi@dmjx.dkxbiadx2011xthexwordxasxpictures

                                                                                                         24


4. definition




                                   Ulc, June 1975.
xxxdanishxschoolxofxmediaxandxjournalismxhenrikxbirkvigxhbi@dmjx.dkxbiadx2011xthexwordxasxpictures

                                                                                                         25


5.  nalysis 1:
   a
   the collection
xxxdanishxschoolxofxmediaxandxjournalismxhenrikxbirkvigxhbi@dmjx.dkxbiadx2011xthexwordxasxpictures

                                                                                                         26


5. geography
•	 Western World
•	 No counting: How many from which countries?
•	 The internet / cyberworld
xxxdanishxschoolxofxmediaxandxjournalismxhenrikxbirkvigxhbi@dmjx.dkxbiadx2011xthexwordxasxpictures

                                                                                                         27


5. statistics
xxxdanishxschoolxofxmediaxandxjournalismxhenrikxbirkvigxhbi@dmjx.dkxbiadx2011xthexwordxasxpictures

                                                                                                         28


5. method: looking
xxxdanishxschoolxofxmediaxandxjournalismxhenrikxbirkvigxhbi@dmjx.dkxbiadx2011xthexwordxasxpictures

                                                                                                         29


a. execution
1. Replacement
One or more letters replaced


2. Manipulation
Changed lettershape og fill


3. Pure type (‘typographic’)
Space, placement, mirror, etc.


4. Addition
Illustration added to wordshape
xxxdanishxschoolxofxmediaxandxjournalismxhenrikxbirkvigxhbi@dmjx.dkxbiadx2011xthexwordxasxpictures

                                                                                                                       30


a. execution
1. Replacement
One or more letters replaced                                                          Addition
                                                                          Pure        27/192
2. Manipulation                                                           type
                                                                          11/192
Changed lettershape og fill
                                                                                                         Replacement
                                                                         Manipulation                    118/192
3. Pure type                                                             36/192
Space, placement, mirror, etc.


4. Addition
Illustration added to wordshape
xxxdanishxschoolxofxmediaxandxjournalismxhenrikxbirkvigxhbi@dmjx.dkxbiadx2011xthexwordxasxpictures

                                                                                                         31


b. number of words
One word


Two words


Three words


 Three words
xxxdanishxschoolxofxmediaxandxjournalismxhenrikxbirkvigxhbi@dmjx.dkxbiadx2011xthexwordxasxpictures

                                                                                                                    32


b. number of words
                                                                                         Three
                                                                                         words
                                                                                         12/192
One word
                                                                                 Three
                                                                                 words
                                                                                 19/192
Two words

                                                                           Two words                     One word
Three words                                                                49/192                        112/192




 Three words
xxxdanishxschoolxofxmediaxandxjournalismxhenrikxbirkvigxhbi@dmjx.dkxbiadx2011xthexwordxasxpictures

                                                                                                         33


c. quality of design
Good


Medium


Bad
xxxdanishxschoolxofxmediaxandxjournalismxhenrikxbirkvigxhbi@dmjx.dkxbiadx2011xthexwordxasxpictures

                                                                                                                   34


c. quality of design
Good


Medium
                                                                                 Bad                      Good
                                                                                 70/192                   71/192


Bad

                                                                                                 Medium
                                                                                                 51/192
xxxdanishxschoolxofxmediaxandxjournalismxhenrikxbirkvigxhbi@dmjx.dkxbiadx2011xthexwordxasxpictures

                                                                                                                   35


d. function: brands!
Brand
Company, product etc.                                                                   Other
                                                                                        24/192

Other
Signs, headline, statement, graffiti


                                                                                                         Brands
                                                                                                         168/192
xxxdanishxschoolxofxmediaxandxjournalismxhenrikxbirkvigxhbi@dmjx.dkxbiadx2011xthexwordxasxpictures

                                                                                                                            36


e. typefaces                                                                                         Incised
                                                                                                     2/192


Serif                                                                                 Slab
                                                                                      serif
Incised                                                                       Script, 16/192
                                                                              lettering
                                                                              19/192
Slab serif
                                                                           Serif
                                                                                                               Sans serif
                                                                           23/192
                                                                                                               132/192
Sans serif

Script, lettering etc.
xxxdanishxschoolxofxmediaxandxjournalismxhenrikxbirkvigxhbi@dmjx.dkxbiadx2011xthexwordxasxpictures

                                                                                                                                 37


f. the letter ‘o’                            80
                                                                                                                      y?
                                                                                                               s to wh
                                                               Letter “o”                                ions a
                                                                                            Any s uggest
                                             70                79 instances
Mystery:
Letter                                       60

frequency                                    50
of the
letter ‘o’                                   40


                                             30


                                             20
                                                                                         Letter “i”
                                                                                         20 instances             Letter “a”
                                             10                                                                   17 instances

                                               0
xxxdanishxschoolxofxmediaxandxjournalismxhenrikxbirkvigxhbi@dmjx.dkxbiadx2011xthexwordxasxpictures

                                                                                                         38


6.  nalysis 2:
   a
   the words
   as arguments
– or the relationship between the word and the illustration
xxxdanishxschoolxofxmediaxandxjournalismxhenrikxbirkvigxhbi@dmjx.dkxbiadx2011xthexwordxasxpictures

                                                                                                         39


6.  rgument
   a
Niels Heie: “One image can provide data for many claims.”

Stephen Toulmins theory in “The Uses of Argument”.


                data                                                       claim


                                          warrant
xxxdanishxschoolxofxmediaxandxjournalismxhenrikxbirkvigxhbi@dmjx.dkxbiadx2011xthexwordxasxpictures

                                                                                                              40


6.  rgument
   a



                                  data                                                       claim

                                                                                          ”This is a rose“.
                                                                                            (Naming is
                                                           warrant                           a claim).


                                                                  (Me)
xxxdanishxschoolxofxmediaxandxjournalismxhenrikxbirkvigxhbi@dmjx.dkxbiadx2011xthexwordxasxpictures

                                                                                                           41


6.  rgument
   a



                                  data                                                       claim

                                                                                           ”This is made
                                                                                             by a lion“.
                                                           warrant                          (index sign)


                                                      (The sender, the context:
                                                     an ad for a motion picture).
xxxdanishxschoolxofxmediaxandxjournalismxhenrikxbirkvigxhbi@dmjx.dkxbiadx2011xthexwordxasxpictures

                                                                                                           42


6.  rgument
   a



                                  data                                                       claim

                                                                                           ”This is made
                                                                                             by a lion“.
                                                           warrant                          (index sign)


                                                        Inferens: a challenge.
xxxdanishxschoolxofxmediaxandxjournalismxhenrikxbirkvigxhbi@dmjx.dkxbiadx2011xthexwordxasxpictures

                                                                                                            43


6.  rgument
   a



                                  data                                                       claim

                                                                                         Eating potatoes
                                                                                         in stead of meat
                                                           warrant                          reduces the
                                                                                             emission
                                                    Inferens: a bigger challenge!           of gasses …
xxxdanishxschoolxofxmediaxandxjournalismxhenrikxbirkvigxhbi@dmjx.dkxbiadx2011xthexwordxasxpictures

                                                                                                         44


6.  rgument
   a
xxxdanishxschoolxofxmediaxandxjournalismxhenrikxbirkvigxhbi@dmjx.dkxbiadx2011xthexwordxasxpictures

                                                                                                                              45


7.  heorizing 
   t
   analysing 1*:
   best of two
   worlds
   modalities?

                                                                                                         *) unfinished work
xxxdanishxschoolxofxmediaxandxjournalismxhenrikxbirkvigxhbi@dmjx.dkxbiadx2011xthexwordxasxpictures

                                                                                                                    46


7.  heorizing 
   t
   analysing 1:
The picture
superiority effect
Allan Paivio, T.B. Rogers, and Padric C. Smythe, Department of Psychology, University of Western Ontario, Canada:
Why are pictures easier to recall than words?


“Pictures of objects were recalled significantly better
than their names on the first two of four free recall trials.”
xxxdanishxschoolxofxmediaxandxjournalismxhenrikxbirkvigxhbi@dmjx.dkxbiadx2011xthexwordxasxpictures

                                                                                                         47


7.  heorizing 
   t
   analysing 2:
The right picture helps
a fast perception
xxxdanishxschoolxofxmediaxandxjournalismxhenrikxbirkvigxhbi@dmjx.dkxbiadx2011xthexwordxasxpictures

                                                                                                                                       48


7.  heorizing 
   t
   analysing 2:
Pretest by
Niels Heie et. al.:
                                             A                                 A                              A
Testpersons should                           UV                                UV                             UV
guess a word
influenced by
                                             A LT                              A LT                           A LT
looking at a de­
constructed word
with and without                    En passende illustration gør det
irrelevant and
relevant
                                    lettere at omsætte bogstaver til ord
illustrations.
                                    Og en upassende gør det sværere. Sådan kan man tyde det første eyetrack-for-
                                    søg udført på Den Grafiske Højskoles nyetablerede Nilpeter-Lab
The content of the
illustrations                       Af Niels Heie
influenced
the inference                       I de allerfleste produkter der skal læses,          der ikke så meget om, det har vi mest på
process.                            formidles budskabet som en kombination              fornemmelsen.
                                    af sproglige og ikke-sproglige elementer,              På Den Grafiske Højskole har vi fået
                                    tekster og illustrationer.                          mulighed for at sætte os bedre ind i proble-
xxxdanishxschoolxofxmediaxandxjournalismxhenrikxbirkvigxhbi@dmjx.dkxbiadx2011xthexwordxasxpictures

                                                                                                         49


7.  heorizing 
   t
   analysing 3:
•	 The illustration is good for remembering
•	 The word is good for identifying, clarifying, defining
   
   and configuring the illustration
•	 The typogram has both word and illustration
xxxdanishxschoolxofxmediaxandxjournalismxhenrikxbirkvigxhbi@dmjx.dkxbiadx2011xthexwordxasxpictures

                                                                                                         50


8.  onclusion
   c
•	 I have none yet (apart from the term being typogram)
xxxdanishxschoolxofxmediaxandxjournalismxhenrikxbirkvigxhbi@dmjx.dkxbiadx2011xthexwordxasxpictures

                                                                                                          51


9.  erspective
   p
Possible further work:

•	    Database with tagged samples for easier analysis
•	    Kinetic and interactive typograms
•	    Commercial  non commercial
•	    Samples from other parts of Europe and The World
•	    Semiotic analysis
•	    Historical studies of The New Yorker School
•	    Laboratory tests reg. perception, eyetracking etc.
xxxdanishxschoolxofxmediaxandxjournalismxhenrikxbirkvigxhbi@dmjx.dkxbiadx2011xthexwordxasxpictures

                                                                                                         52


que?tions
Contact:
hbi@dmjx.dk
xxxdanishxschoolxofxmediaxandxjournalismxhenrikxbirkvigxhbi@dmjx.dkxatypix2010xseptemberxfontquality++
horizons
                                                                                                                                                        53

       the




                                            ND                                                                          ← An English-Danish typogram!




                                                                                                                  for listening.
                                                                                                                        ↑ Kind of rebus
                                                                                                                         – not a typogram!
xxxdanishxschoolxofxmediaxandxjournalismxhenrikxbirkvigxhbi@dmjx.dkxbiadx2011xthexwordxasxpictures

                                                                                                                                             54
References
books
Ambrose, Gavin  Harris, Paul (2010). The Visual Dictionary of Typography. Lausanne: AVA Books.
Baines, Phil  Haslam, Andrew (2002). Type and Typography. London: Laurence King.
Bringhurst, Robert (1999). The Elements of Typographic Style. Washington: Hartley  Marks.
Burns, Aaron (1961). Typography. New York: Reinhold Company.
Consuegra, David (2004). American Type Design  Designers. New York: Allworth Press.
Ferriter, Roger (1983). Typerformance. Palo Alto: Communication Arts Books.
Gerstner, Karl (1985). Kompendium für Alphabeten. Eine Systematik der Schrift. Teufen: Arthur Niggli.
Jury, David (2002). About Face. Reviving the Rules of Typography. Mies: RotoVision.
Massin (1970). Letter and Image. New York: Van Nostrand Reinhold Company.
Mollerup, Per (1997). Marks of Excellence. London: Phaidon.
Rosch, Eleanor (1978). Principles of Categorization. In: Cognition and Categorization. P. 27-48. New Jersey: Lawrence Erlbaum Ass.
Ruder, Emil (1981). Typography. New York: Hastings House.
Snyder, Gertrude  Peckolick, Alan (1985). Herb Lubalin. Art director, graphic designer and typographer. New York: American Showcase, Inc.
Spiekermann, Erik  Ginger, E.M. (1993). Stop Stealing Sheep  find out how type works. Mountain View: Adobe Press.
Willberg, Hans Peter (2001). Wegweiser Schrift. Erste Hilfe für den Umgang mit Schriften was passt – was wirkt – was stört.
 Mainz: Verlag Hermann Schmidt.

web
www.aiga.org/content.cfm/medalist-herblubalin
http://electricink.posterous.com/what-is-a-typogram-0
http://blog.fonts.com/tag/ulc/

periodica
Spencer, Herbert (ed.) (1962). Typographica New Series No. 6. London: Lund Humphries.

articles
Heie, Niels (2010). One image can provide data for many claims. Copenhagen: Danish School of Media and Journalism.
(http://www.dmjx.dk/kontakt/medarbejdere.html - search Niels Heie)
Paivio, A., T.B. Rogers,  Smythe, P.C. (1968). Why are pictures easier to recall than words? Psychonomic Science 1968; 11:137-138.

personal correspondance with type experts
Erik Spiekermann, Berlin, Germany. Paul Shaw, New York, USA. Jay Rutherford, Weimar, Germany.

More Related Content

Viewers also liked

Introduction to Collaborative Filtering
Introduction to Collaborative FilteringIntroduction to Collaborative Filtering
Introduction to Collaborative FilteringNimrod Priell
 
Panorama top 250 editeurs et créateurs de logiciel Francais EY Syntec numériq...
Panorama top 250 editeurs et créateurs de logiciel Francais EY Syntec numériq...Panorama top 250 editeurs et créateurs de logiciel Francais EY Syntec numériq...
Panorama top 250 editeurs et créateurs de logiciel Francais EY Syntec numériq...Franck Sebag
 
Womma Webinar with Extole & J. Hilburn
Womma Webinar with Extole & J. HilburnWomma Webinar with Extole & J. Hilburn
Womma Webinar with Extole & J. HilburnExtole, Inc.
 
The Making of a Picture Book: The Snugglebump Jump
The Making of a Picture Book: The Snugglebump JumpThe Making of a Picture Book: The Snugglebump Jump
The Making of a Picture Book: The Snugglebump JumpJeni Mawter
 
6 march 2015- Studiedag Operational Excellence en Asset Management ppt BMGI 2...
6 march 2015- Studiedag Operational Excellence en Asset Management ppt BMGI 2...6 march 2015- Studiedag Operational Excellence en Asset Management ppt BMGI 2...
6 march 2015- Studiedag Operational Excellence en Asset Management ppt BMGI 2...Ted Lemmers
 
Schneider pan5fautomacao0409
Schneider pan5fautomacao0409Schneider pan5fautomacao0409
Schneider pan5fautomacao0409croyf
 
Semiotic typography course lite lecture_1
Semiotic typography course lite lecture_1Semiotic typography course lite lecture_1
Semiotic typography course lite lecture_1David Engelby
 
Insurer Evaluation Survey
Insurer Evaluation SurveyInsurer Evaluation Survey
Insurer Evaluation SurveySAMBRA_RMI
 
Электронный каталог товаров uCat
Электронный каталог товаров uCatЭлектронный каталог товаров uCat
Электронный каталог товаров uCatNikjara Purmambetowa
 
Motor Sports Race and Rally Tracking by iGateway's Sports Track GPS
Motor Sports Race and Rally Tracking by iGateway's Sports Track GPSMotor Sports Race and Rally Tracking by iGateway's Sports Track GPS
Motor Sports Race and Rally Tracking by iGateway's Sports Track GPSWadhwani Foundation
 
Enrichment of heavy oxygen isotopes
Enrichment of heavy oxygen isotopesEnrichment of heavy oxygen isotopes
Enrichment of heavy oxygen isotopesVasaru Gheorghe
 
B&C Master Land Use Plan JAN 2003
B&C Master Land Use Plan JAN 2003B&C Master Land Use Plan JAN 2003
B&C Master Land Use Plan JAN 2003Gregory Lipscomb
 
Taylor mgmt science10-tif_01
Taylor mgmt science10-tif_01Taylor mgmt science10-tif_01
Taylor mgmt science10-tif_01D'Jhonna Jones
 
Bitcoin and Blockchain Explained: Cryptocitizen Smartnetwork Trust
Bitcoin and Blockchain Explained: Cryptocitizen Smartnetwork Trust Bitcoin and Blockchain Explained: Cryptocitizen Smartnetwork Trust
Bitcoin and Blockchain Explained: Cryptocitizen Smartnetwork Trust Melanie Swan
 
Typography Essentials: Part 1
Typography Essentials: Part 1Typography Essentials: Part 1
Typography Essentials: Part 1Jennifer Janviere
 

Viewers also liked (18)

Introduction to Collaborative Filtering
Introduction to Collaborative FilteringIntroduction to Collaborative Filtering
Introduction to Collaborative Filtering
 
Panorama top 250 editeurs et créateurs de logiciel Francais EY Syntec numériq...
Panorama top 250 editeurs et créateurs de logiciel Francais EY Syntec numériq...Panorama top 250 editeurs et créateurs de logiciel Francais EY Syntec numériq...
Panorama top 250 editeurs et créateurs de logiciel Francais EY Syntec numériq...
 
Womma Webinar with Extole & J. Hilburn
Womma Webinar with Extole & J. HilburnWomma Webinar with Extole & J. Hilburn
Womma Webinar with Extole & J. Hilburn
 
SyFy Poehali Party
SyFy Poehali PartySyFy Poehali Party
SyFy Poehali Party
 
The Making of a Picture Book: The Snugglebump Jump
The Making of a Picture Book: The Snugglebump JumpThe Making of a Picture Book: The Snugglebump Jump
The Making of a Picture Book: The Snugglebump Jump
 
6 march 2015- Studiedag Operational Excellence en Asset Management ppt BMGI 2...
6 march 2015- Studiedag Operational Excellence en Asset Management ppt BMGI 2...6 march 2015- Studiedag Operational Excellence en Asset Management ppt BMGI 2...
6 march 2015- Studiedag Operational Excellence en Asset Management ppt BMGI 2...
 
Loyalitas karyawan kepada perusahaan
Loyalitas karyawan kepada perusahaanLoyalitas karyawan kepada perusahaan
Loyalitas karyawan kepada perusahaan
 
Schneider pan5fautomacao0409
Schneider pan5fautomacao0409Schneider pan5fautomacao0409
Schneider pan5fautomacao0409
 
Semiotic typography course lite lecture_1
Semiotic typography course lite lecture_1Semiotic typography course lite lecture_1
Semiotic typography course lite lecture_1
 
Insurer Evaluation Survey
Insurer Evaluation SurveyInsurer Evaluation Survey
Insurer Evaluation Survey
 
Электронный каталог товаров uCat
Электронный каталог товаров uCatЭлектронный каталог товаров uCat
Электронный каталог товаров uCat
 
Motor Sports Race and Rally Tracking by iGateway's Sports Track GPS
Motor Sports Race and Rally Tracking by iGateway's Sports Track GPSMotor Sports Race and Rally Tracking by iGateway's Sports Track GPS
Motor Sports Race and Rally Tracking by iGateway's Sports Track GPS
 
Enrichment of heavy oxygen isotopes
Enrichment of heavy oxygen isotopesEnrichment of heavy oxygen isotopes
Enrichment of heavy oxygen isotopes
 
B&C Master Land Use Plan JAN 2003
B&C Master Land Use Plan JAN 2003B&C Master Land Use Plan JAN 2003
B&C Master Land Use Plan JAN 2003
 
Taylor mgmt science10-tif_01
Taylor mgmt science10-tif_01Taylor mgmt science10-tif_01
Taylor mgmt science10-tif_01
 
Bitcoin and Blockchain Explained: Cryptocitizen Smartnetwork Trust
Bitcoin and Blockchain Explained: Cryptocitizen Smartnetwork Trust Bitcoin and Blockchain Explained: Cryptocitizen Smartnetwork Trust
Bitcoin and Blockchain Explained: Cryptocitizen Smartnetwork Trust
 
(Gsm,umts)
(Gsm,umts)(Gsm,umts)
(Gsm,umts)
 
Typography Essentials: Part 1
Typography Essentials: Part 1Typography Essentials: Part 1
Typography Essentials: Part 1
 

Recently uploaded

(AISHA) Ambegaon Khurd Call Girls Just Call 7001035870 [ Cash on Delivery ] P...
(AISHA) Ambegaon Khurd Call Girls Just Call 7001035870 [ Cash on Delivery ] P...(AISHA) Ambegaon Khurd Call Girls Just Call 7001035870 [ Cash on Delivery ] P...
(AISHA) Ambegaon Khurd Call Girls Just Call 7001035870 [ Cash on Delivery ] P...ranjana rawat
 
Editorial design Magazine design project.pdf
Editorial design Magazine design project.pdfEditorial design Magazine design project.pdf
Editorial design Magazine design project.pdftbatkhuu1
 
Pooja 9892124323, Call girls Services and Mumbai Escort Service Near Hotel Hy...
Pooja 9892124323, Call girls Services and Mumbai Escort Service Near Hotel Hy...Pooja 9892124323, Call girls Services and Mumbai Escort Service Near Hotel Hy...
Pooja 9892124323, Call girls Services and Mumbai Escort Service Near Hotel Hy...Pooja Nehwal
 
VIP Call Girls Service Kukatpally Hyderabad Call +91-8250192130
VIP Call Girls Service Kukatpally Hyderabad Call +91-8250192130VIP Call Girls Service Kukatpally Hyderabad Call +91-8250192130
VIP Call Girls Service Kukatpally Hyderabad Call +91-8250192130Suhani Kapoor
 
Stark Industries Marketing Plan (1).pptx
Stark Industries Marketing Plan (1).pptxStark Industries Marketing Plan (1).pptx
Stark Industries Marketing Plan (1).pptxjeswinjees
 
Delhi Call Girls Paharganj 9711199171 ☎✔👌✔ Whatsapp Hard And Sexy Vip Call
Delhi Call Girls Paharganj 9711199171 ☎✔👌✔ Whatsapp Hard And Sexy Vip CallDelhi Call Girls Paharganj 9711199171 ☎✔👌✔ Whatsapp Hard And Sexy Vip Call
Delhi Call Girls Paharganj 9711199171 ☎✔👌✔ Whatsapp Hard And Sexy Vip Callshivangimorya083
 
AMBER GRAIN EMBROIDERY | Growing folklore elements | Root-based materials, w...
AMBER GRAIN EMBROIDERY | Growing folklore elements |  Root-based materials, w...AMBER GRAIN EMBROIDERY | Growing folklore elements |  Root-based materials, w...
AMBER GRAIN EMBROIDERY | Growing folklore elements | Root-based materials, w...BarusRa
 
Escorts Service Basapura ☎ 7737669865☎ Book Your One night Stand (Bangalore)
Escorts Service Basapura ☎ 7737669865☎ Book Your One night Stand (Bangalore)Escorts Service Basapura ☎ 7737669865☎ Book Your One night Stand (Bangalore)
Escorts Service Basapura ☎ 7737669865☎ Book Your One night Stand (Bangalore)amitlee9823
 
Escorts Service Nagavara ☎ 7737669865☎ Book Your One night Stand (Bangalore)
Escorts Service Nagavara ☎ 7737669865☎ Book Your One night Stand (Bangalore)Escorts Service Nagavara ☎ 7737669865☎ Book Your One night Stand (Bangalore)
Escorts Service Nagavara ☎ 7737669865☎ Book Your One night Stand (Bangalore)amitlee9823
 
VVIP CALL GIRLS Lucknow 💓 Lucknow < Renuka Sharma > 7877925207 Escorts Service
VVIP CALL GIRLS Lucknow 💓 Lucknow < Renuka Sharma > 7877925207 Escorts ServiceVVIP CALL GIRLS Lucknow 💓 Lucknow < Renuka Sharma > 7877925207 Escorts Service
VVIP CALL GIRLS Lucknow 💓 Lucknow < Renuka Sharma > 7877925207 Escorts Servicearoranaina404
 
The history of music videos a level presentation
The history of music videos a level presentationThe history of music videos a level presentation
The history of music videos a level presentationamedia6
 
Case Study of Hotel Taj Vivanta, Pune
Case Study of Hotel Taj Vivanta, PuneCase Study of Hotel Taj Vivanta, Pune
Case Study of Hotel Taj Vivanta, PuneLukeKholes
 
Booking open Available Pune Call Girls Kirkatwadi 6297143586 Call Hot Indian...
Booking open Available Pune Call Girls Kirkatwadi  6297143586 Call Hot Indian...Booking open Available Pune Call Girls Kirkatwadi  6297143586 Call Hot Indian...
Booking open Available Pune Call Girls Kirkatwadi 6297143586 Call Hot Indian...Call Girls in Nagpur High Profile
 
Kala jadu for love marriage | Real amil baba | Famous amil baba | kala jadu n...
Kala jadu for love marriage | Real amil baba | Famous amil baba | kala jadu n...Kala jadu for love marriage | Real amil baba | Famous amil baba | kala jadu n...
Kala jadu for love marriage | Real amil baba | Famous amil baba | kala jadu n...babafaisel
 
Booking open Available Pune Call Girls Nanded City 6297143586 Call Hot India...
Booking open Available Pune Call Girls Nanded City  6297143586 Call Hot India...Booking open Available Pune Call Girls Nanded City  6297143586 Call Hot India...
Booking open Available Pune Call Girls Nanded City 6297143586 Call Hot India...Call Girls in Nagpur High Profile
 
Best VIP Call Girls Noida Sector 47 Call Me: 8448380779
Best VIP Call Girls Noida Sector 47 Call Me: 8448380779Best VIP Call Girls Noida Sector 47 Call Me: 8448380779
Best VIP Call Girls Noida Sector 47 Call Me: 8448380779Delhi Call girls
 
Call Girls in Kalkaji Delhi 8264348440 call girls ❤️
Call Girls in Kalkaji Delhi 8264348440 call girls ❤️Call Girls in Kalkaji Delhi 8264348440 call girls ❤️
Call Girls in Kalkaji Delhi 8264348440 call girls ❤️soniya singh
 
VIP Call Girls Service Bhagyanagar Hyderabad Call +91-8250192130
VIP Call Girls Service Bhagyanagar Hyderabad Call +91-8250192130VIP Call Girls Service Bhagyanagar Hyderabad Call +91-8250192130
VIP Call Girls Service Bhagyanagar Hyderabad Call +91-8250192130Suhani Kapoor
 

Recently uploaded (20)

young call girls in Pandav nagar 🔝 9953056974 🔝 Delhi escort Service
young call girls in Pandav nagar 🔝 9953056974 🔝 Delhi escort Serviceyoung call girls in Pandav nagar 🔝 9953056974 🔝 Delhi escort Service
young call girls in Pandav nagar 🔝 9953056974 🔝 Delhi escort Service
 
(AISHA) Ambegaon Khurd Call Girls Just Call 7001035870 [ Cash on Delivery ] P...
(AISHA) Ambegaon Khurd Call Girls Just Call 7001035870 [ Cash on Delivery ] P...(AISHA) Ambegaon Khurd Call Girls Just Call 7001035870 [ Cash on Delivery ] P...
(AISHA) Ambegaon Khurd Call Girls Just Call 7001035870 [ Cash on Delivery ] P...
 
Editorial design Magazine design project.pdf
Editorial design Magazine design project.pdfEditorial design Magazine design project.pdf
Editorial design Magazine design project.pdf
 
Pooja 9892124323, Call girls Services and Mumbai Escort Service Near Hotel Hy...
Pooja 9892124323, Call girls Services and Mumbai Escort Service Near Hotel Hy...Pooja 9892124323, Call girls Services and Mumbai Escort Service Near Hotel Hy...
Pooja 9892124323, Call girls Services and Mumbai Escort Service Near Hotel Hy...
 
VIP Call Girls Service Kukatpally Hyderabad Call +91-8250192130
VIP Call Girls Service Kukatpally Hyderabad Call +91-8250192130VIP Call Girls Service Kukatpally Hyderabad Call +91-8250192130
VIP Call Girls Service Kukatpally Hyderabad Call +91-8250192130
 
Stark Industries Marketing Plan (1).pptx
Stark Industries Marketing Plan (1).pptxStark Industries Marketing Plan (1).pptx
Stark Industries Marketing Plan (1).pptx
 
Delhi Call Girls Paharganj 9711199171 ☎✔👌✔ Whatsapp Hard And Sexy Vip Call
Delhi Call Girls Paharganj 9711199171 ☎✔👌✔ Whatsapp Hard And Sexy Vip CallDelhi Call Girls Paharganj 9711199171 ☎✔👌✔ Whatsapp Hard And Sexy Vip Call
Delhi Call Girls Paharganj 9711199171 ☎✔👌✔ Whatsapp Hard And Sexy Vip Call
 
AMBER GRAIN EMBROIDERY | Growing folklore elements | Root-based materials, w...
AMBER GRAIN EMBROIDERY | Growing folklore elements |  Root-based materials, w...AMBER GRAIN EMBROIDERY | Growing folklore elements |  Root-based materials, w...
AMBER GRAIN EMBROIDERY | Growing folklore elements | Root-based materials, w...
 
Escorts Service Basapura ☎ 7737669865☎ Book Your One night Stand (Bangalore)
Escorts Service Basapura ☎ 7737669865☎ Book Your One night Stand (Bangalore)Escorts Service Basapura ☎ 7737669865☎ Book Your One night Stand (Bangalore)
Escorts Service Basapura ☎ 7737669865☎ Book Your One night Stand (Bangalore)
 
Escorts Service Nagavara ☎ 7737669865☎ Book Your One night Stand (Bangalore)
Escorts Service Nagavara ☎ 7737669865☎ Book Your One night Stand (Bangalore)Escorts Service Nagavara ☎ 7737669865☎ Book Your One night Stand (Bangalore)
Escorts Service Nagavara ☎ 7737669865☎ Book Your One night Stand (Bangalore)
 
VVIP CALL GIRLS Lucknow 💓 Lucknow < Renuka Sharma > 7877925207 Escorts Service
VVIP CALL GIRLS Lucknow 💓 Lucknow < Renuka Sharma > 7877925207 Escorts ServiceVVIP CALL GIRLS Lucknow 💓 Lucknow < Renuka Sharma > 7877925207 Escorts Service
VVIP CALL GIRLS Lucknow 💓 Lucknow < Renuka Sharma > 7877925207 Escorts Service
 
The history of music videos a level presentation
The history of music videos a level presentationThe history of music videos a level presentation
The history of music videos a level presentation
 
young call girls in Vivek Vihar🔝 9953056974 🔝 Delhi escort Service
young call girls in Vivek Vihar🔝 9953056974 🔝 Delhi escort Serviceyoung call girls in Vivek Vihar🔝 9953056974 🔝 Delhi escort Service
young call girls in Vivek Vihar🔝 9953056974 🔝 Delhi escort Service
 
Case Study of Hotel Taj Vivanta, Pune
Case Study of Hotel Taj Vivanta, PuneCase Study of Hotel Taj Vivanta, Pune
Case Study of Hotel Taj Vivanta, Pune
 
Booking open Available Pune Call Girls Kirkatwadi 6297143586 Call Hot Indian...
Booking open Available Pune Call Girls Kirkatwadi  6297143586 Call Hot Indian...Booking open Available Pune Call Girls Kirkatwadi  6297143586 Call Hot Indian...
Booking open Available Pune Call Girls Kirkatwadi 6297143586 Call Hot Indian...
 
Kala jadu for love marriage | Real amil baba | Famous amil baba | kala jadu n...
Kala jadu for love marriage | Real amil baba | Famous amil baba | kala jadu n...Kala jadu for love marriage | Real amil baba | Famous amil baba | kala jadu n...
Kala jadu for love marriage | Real amil baba | Famous amil baba | kala jadu n...
 
Booking open Available Pune Call Girls Nanded City 6297143586 Call Hot India...
Booking open Available Pune Call Girls Nanded City  6297143586 Call Hot India...Booking open Available Pune Call Girls Nanded City  6297143586 Call Hot India...
Booking open Available Pune Call Girls Nanded City 6297143586 Call Hot India...
 
Best VIP Call Girls Noida Sector 47 Call Me: 8448380779
Best VIP Call Girls Noida Sector 47 Call Me: 8448380779Best VIP Call Girls Noida Sector 47 Call Me: 8448380779
Best VIP Call Girls Noida Sector 47 Call Me: 8448380779
 
Call Girls in Kalkaji Delhi 8264348440 call girls ❤️
Call Girls in Kalkaji Delhi 8264348440 call girls ❤️Call Girls in Kalkaji Delhi 8264348440 call girls ❤️
Call Girls in Kalkaji Delhi 8264348440 call girls ❤️
 
VIP Call Girls Service Bhagyanagar Hyderabad Call +91-8250192130
VIP Call Girls Service Bhagyanagar Hyderabad Call +91-8250192130VIP Call Girls Service Bhagyanagar Hyderabad Call +91-8250192130
VIP Call Girls Service Bhagyanagar Hyderabad Call +91-8250192130
 

Birkvig thewordaspicture lores