Download - Mdst3703 graph-theory-11-20-2012
![Page 1: Mdst3703 graph-theory-11-20-2012](https://reader030.vdocuments.mx/reader030/viewer/2022020217/546e67c3af7959ed6d8b5ddd/html5/thumbnails/1.jpg)
Graph Theory
Prof. AlvaradoMDST 3703/7703
20 November 2012
![Page 2: Mdst3703 graph-theory-11-20-2012](https://reader030.vdocuments.mx/reader030/viewer/2022020217/546e67c3af7959ed6d8b5ddd/html5/thumbnails/2.jpg)
Business
• Maps can now use ~ in paths (!)• Finish formatting chapters!• Project Prompt now on the site
![Page 3: Mdst3703 graph-theory-11-20-2012](https://reader030.vdocuments.mx/reader030/viewer/2022020217/546e67c3af7959ed6d8b5ddd/html5/thumbnails/3.jpg)
Review
• Maps and Timelines used as devices for visualizing information and generating ideas
• Spatial narratives, object stories Database literature
• Maps -> Map of texts -> Texts of Maps
![Page 4: Mdst3703 graph-theory-11-20-2012](https://reader030.vdocuments.mx/reader030/viewer/2022020217/546e67c3af7959ed6d8b5ddd/html5/thumbnails/4.jpg)
![Page 5: Mdst3703 graph-theory-11-20-2012](https://reader030.vdocuments.mx/reader030/viewer/2022020217/546e67c3af7959ed6d8b5ddd/html5/thumbnails/5.jpg)
These visualizations operate at the border between narrative and data
Notice how we move from a map, to a story based on a map, to a map of a
story …
How is this possible? What can maps and texts possibly share?
![Page 6: Mdst3703 graph-theory-11-20-2012](https://reader030.vdocuments.mx/reader030/viewer/2022020217/546e67c3af7959ed6d8b5ddd/html5/thumbnails/6.jpg)
Stephen Ramsay
Associate Professor of English at Nebraska. Ph.D. English from UVA. B.A. English from Rutgers.
Worked for IATH and the Rosetti Project in the 1990s
Recently published Reading Machines: Toward an Algorithmic Criticism
![Page 7: Mdst3703 graph-theory-11-20-2012](https://reader030.vdocuments.mx/reader030/viewer/2022020217/546e67c3af7959ed6d8b5ddd/html5/thumbnails/7.jpg)
![Page 8: Mdst3703 graph-theory-11-20-2012](https://reader030.vdocuments.mx/reader030/viewer/2022020217/546e67c3af7959ed6d8b5ddd/html5/thumbnails/8.jpg)
Graph Theory
![Page 9: Mdst3703 graph-theory-11-20-2012](https://reader030.vdocuments.mx/reader030/viewer/2022020217/546e67c3af7959ed6d8b5ddd/html5/thumbnails/9.jpg)
The 5 “Platonic Solids”are the only shapes you can create using surfaces of the same shape and size. Each can be circumscribed by a sphere.
The Pythagoreans recognized that these are the only the only regular convex solids possible.
Euclid called them “atoms of the universe.”
![Page 10: Mdst3703 graph-theory-11-20-2012](https://reader030.vdocuments.mx/reader030/viewer/2022020217/546e67c3af7959ed6d8b5ddd/html5/thumbnails/10.jpg)
The German astronomer Kepler tried to build a model of the solar system from it …
From the “Mysterium Cosmographicum” (1596)
![Page 11: Mdst3703 graph-theory-11-20-2012](https://reader030.vdocuments.mx/reader030/viewer/2022020217/546e67c3af7959ed6d8b5ddd/html5/thumbnails/11.jpg)
The Swiss German mathematician Leonhard Euler (1705-1783) showed that these solids all exhibited a simple property.
If you count and compare the points (or “vertices”) the edges, and the faces of the shapes, you get the following formula:
V – E + F = 2
![Page 12: Mdst3703 graph-theory-11-20-2012](https://reader030.vdocuments.mx/reader030/viewer/2022020217/546e67c3af7959ed6d8b5ddd/html5/thumbnails/12.jpg)
Is it possible to cross all of the bridges of Königsberg and cross each only once?
![Page 13: Mdst3703 graph-theory-11-20-2012](https://reader030.vdocuments.mx/reader030/viewer/2022020217/546e67c3af7959ed6d8b5ddd/html5/thumbnails/13.jpg)
A
B
C
D
This abstraction allowed Euler to see that one would need to have an even number of bridges to get on and off a given land mass without going over a bridge twice.
![Page 14: Mdst3703 graph-theory-11-20-2012](https://reader030.vdocuments.mx/reader030/viewer/2022020217/546e67c3af7959ed6d8b5ddd/html5/thumbnails/14.jpg)
Graph Theory
• Regions and boundaries can be represented by “vertices” and “edges”– AKA nodes and links
• Links can be represented as having a direction or not– Directed vs Undireced
![Page 15: Mdst3703 graph-theory-11-20-2012](https://reader030.vdocuments.mx/reader030/viewer/2022020217/546e67c3af7959ed6d8b5ddd/html5/thumbnails/15.jpg)
Many things can be represented as graphs – networks of points and lines
that abstract the relationships between parts
By representing things as graphs, we can transform them in interesting ways
![Page 16: Mdst3703 graph-theory-11-20-2012](https://reader030.vdocuments.mx/reader030/viewer/2022020217/546e67c3af7959ed6d8b5ddd/html5/thumbnails/16.jpg)
![Page 17: Mdst3703 graph-theory-11-20-2012](https://reader030.vdocuments.mx/reader030/viewer/2022020217/546e67c3af7959ed6d8b5ddd/html5/thumbnails/17.jpg)
![Page 18: Mdst3703 graph-theory-11-20-2012](https://reader030.vdocuments.mx/reader030/viewer/2022020217/546e67c3af7959ed6d8b5ddd/html5/thumbnails/18.jpg)
![Page 19: Mdst3703 graph-theory-11-20-2012](https://reader030.vdocuments.mx/reader030/viewer/2022020217/546e67c3af7959ed6d8b5ddd/html5/thumbnails/19.jpg)
![Page 20: Mdst3703 graph-theory-11-20-2012](https://reader030.vdocuments.mx/reader030/viewer/2022020217/546e67c3af7959ed6d8b5ddd/html5/thumbnails/20.jpg)
How many colors do you need to create a map in which no adjacent regions have the same color? Graph theory tells us the answer is 4
![Page 21: Mdst3703 graph-theory-11-20-2012](https://reader030.vdocuments.mx/reader030/viewer/2022020217/546e67c3af7959ed6d8b5ddd/html5/thumbnails/21.jpg)
What about texts?
![Page 22: Mdst3703 graph-theory-11-20-2012](https://reader030.vdocuments.mx/reader030/viewer/2022020217/546e67c3af7959ed6d8b5ddd/html5/thumbnails/22.jpg)
A Comedy of Errors, an early farce
![Page 23: Mdst3703 graph-theory-11-20-2012](https://reader030.vdocuments.mx/reader030/viewer/2022020217/546e67c3af7959ed6d8b5ddd/html5/thumbnails/23.jpg)
Richard II, a history
![Page 24: Mdst3703 graph-theory-11-20-2012](https://reader030.vdocuments.mx/reader030/viewer/2022020217/546e67c3af7959ed6d8b5ddd/html5/thumbnails/24.jpg)
Cymbeline, a late romance
![Page 25: Mdst3703 graph-theory-11-20-2012](https://reader030.vdocuments.mx/reader030/viewer/2022020217/546e67c3af7959ed6d8b5ddd/html5/thumbnails/25.jpg)
Coriolanus, a history, battles as limbs
![Page 26: Mdst3703 graph-theory-11-20-2012](https://reader030.vdocuments.mx/reader030/viewer/2022020217/546e67c3af7959ed6d8b5ddd/html5/thumbnails/26.jpg)
Antony and Cleopatra, a history, battles integrated
![Page 27: Mdst3703 graph-theory-11-20-2012](https://reader030.vdocuments.mx/reader030/viewer/2022020217/546e67c3af7959ed6d8b5ddd/html5/thumbnails/27.jpg)
Henry IV, Part 1, central place of the Garter Inn
![Page 28: Mdst3703 graph-theory-11-20-2012](https://reader030.vdocuments.mx/reader030/viewer/2022020217/546e67c3af7959ed6d8b5ddd/html5/thumbnails/28.jpg)
Henry IV, Part 1, Eastcheap Central
![Page 29: Mdst3703 graph-theory-11-20-2012](https://reader030.vdocuments.mx/reader030/viewer/2022020217/546e67c3af7959ed6d8b5ddd/html5/thumbnails/29.jpg)
Measure for Measure, a room in the prison central
![Page 30: Mdst3703 graph-theory-11-20-2012](https://reader030.vdocuments.mx/reader030/viewer/2022020217/546e67c3af7959ed6d8b5ddd/html5/thumbnails/30.jpg)
Julius Ceasar, extremely linear
![Page 31: Mdst3703 graph-theory-11-20-2012](https://reader030.vdocuments.mx/reader030/viewer/2022020217/546e67c3af7959ed6d8b5ddd/html5/thumbnails/31.jpg)
King Lear, linear then divided
![Page 32: Mdst3703 graph-theory-11-20-2012](https://reader030.vdocuments.mx/reader030/viewer/2022020217/546e67c3af7959ed6d8b5ddd/html5/thumbnails/32.jpg)
Henry VI, Part 1
![Page 33: Mdst3703 graph-theory-11-20-2012](https://reader030.vdocuments.mx/reader030/viewer/2022020217/546e67c3af7959ed6d8b5ddd/html5/thumbnails/33.jpg)
Henry VI, Part II
![Page 34: Mdst3703 graph-theory-11-20-2012](https://reader030.vdocuments.mx/reader030/viewer/2022020217/546e67c3af7959ed6d8b5ddd/html5/thumbnails/34.jpg)
Henry VI, Part III
![Page 35: Mdst3703 graph-theory-11-20-2012](https://reader030.vdocuments.mx/reader030/viewer/2022020217/546e67c3af7959ed6d8b5ddd/html5/thumbnails/35.jpg)
Anthony’s path through the play as a subgraph
![Page 36: Mdst3703 graph-theory-11-20-2012](https://reader030.vdocuments.mx/reader030/viewer/2022020217/546e67c3af7959ed6d8b5ddd/html5/thumbnails/36.jpg)
Cleopatra’s path
![Page 37: Mdst3703 graph-theory-11-20-2012](https://reader030.vdocuments.mx/reader030/viewer/2022020217/546e67c3af7959ed6d8b5ddd/html5/thumbnails/37.jpg)
Antony and Cleopatra
![Page 38: Mdst3703 graph-theory-11-20-2012](https://reader030.vdocuments.mx/reader030/viewer/2022020217/546e67c3af7959ed6d8b5ddd/html5/thumbnails/38.jpg)
![Page 39: Mdst3703 graph-theory-11-20-2012](https://reader030.vdocuments.mx/reader030/viewer/2022020217/546e67c3af7959ed6d8b5ddd/html5/thumbnails/39.jpg)
Clustering by number of single-incident scenes
![Page 40: Mdst3703 graph-theory-11-20-2012](https://reader030.vdocuments.mx/reader030/viewer/2022020217/546e67c3af7959ed6d8b5ddd/html5/thumbnails/40.jpg)
Alignments of tragedy and comedy
![Page 41: Mdst3703 graph-theory-11-20-2012](https://reader030.vdocuments.mx/reader030/viewer/2022020217/546e67c3af7959ed6d8b5ddd/html5/thumbnails/41.jpg)
Comedy and tragedy clusters
![Page 42: Mdst3703 graph-theory-11-20-2012](https://reader030.vdocuments.mx/reader030/viewer/2022020217/546e67c3af7959ed6d8b5ddd/html5/thumbnails/42.jpg)
So, Ramsay begins by counting and linking scenes
Then he finds metrics for these graphs (e.g. number of scenes, etc.)
He ends by correlating these metrics to known genres (comedy, romance,
tragedy, history)
![Page 43: Mdst3703 graph-theory-11-20-2012](https://reader030.vdocuments.mx/reader030/viewer/2022020217/546e67c3af7959ed6d8b5ddd/html5/thumbnails/43.jpg)
Metrics
• the number of unique scene locations• the total number of scenes• the number of single-instance scenes• the number of loops (scene locations that
appear consecutively)• the number of switches (consecutive scene
locations with an intervening location).
![Page 44: Mdst3703 graph-theory-11-20-2012](https://reader030.vdocuments.mx/reader030/viewer/2022020217/546e67c3af7959ed6d8b5ddd/html5/thumbnails/44.jpg)
www.graphviz.org
![Page 45: Mdst3703 graph-theory-11-20-2012](https://reader030.vdocuments.mx/reader030/viewer/2022020217/546e67c3af7959ed6d8b5ddd/html5/thumbnails/45.jpg)
What does Fish take issue with?
![Page 46: Mdst3703 graph-theory-11-20-2012](https://reader030.vdocuments.mx/reader030/viewer/2022020217/546e67c3af7959ed6d8b5ddd/html5/thumbnails/46.jpg)
Fish’s Criticisms
• Quantitative approaches produce banal and nearly tautological results– “The low frequency of initial determiners, taken
together with the high frequency of initial connectives, makes [Swift] a writer who likes transitions and made much of connectives” (Milic)
![Page 47: Mdst3703 graph-theory-11-20-2012](https://reader030.vdocuments.mx/reader030/viewer/2022020217/546e67c3af7959ed6d8b5ddd/html5/thumbnails/47.jpg)
Fish’s Criticisms
• These methods cannot discover things that real critics can, such as the rhetorical use of word and sound play– Milton’s use of p’s and b’s …
![Page 48: Mdst3703 graph-theory-11-20-2012](https://reader030.vdocuments.mx/reader030/viewer/2022020217/546e67c3af7959ed6d8b5ddd/html5/thumbnails/48.jpg)
Halfway through “Areopagitica” (1644), his celebration of freedom of publication, John Milton observes that the Presbyterian ministers who once complained of being censored by Episcopalian bishops have now become censors themselves. Indeed, he declares, when it comes to exercising a “tyranny over learning,” there is no difference between the two: “Bishops and Presbyters are the same to us both name and thing.” That is, not only are they acting similarly; their names are suspiciously alike.
In both names the prominent consonants are “b” and “p” and they form a chiasmic pattern: the initial consonant in “bishops” is “b”; “p” is the prominent consonant in the second syllable; the initial consonant in “presbyters” is “p” and “b” is strongly voiced at the beginning of the second syllable. The pattern of the consonants is the formal vehicle of the substantive argument, the argument that what is asserted to be different is really, if you look closely, the same. That argument is reinforced by the phonological fact that “b” and “p” are almost identical. Both are “bilabial plosives” (a class of only two members), sounds produced when the flow of air from the vocal tract is stopped by closing the lips.
[…] In the sentences that follow the declaration of equivalence, “b’s” and “p’s” proliferate in a veritable orgy of alliteration and consonance.
Even without the pointing provided by syntax, the dance of the “b’s” and “p’s” carries a message, and that message is made explicit when Milton reminds the presbyters that their own “late arguments …against the Prelats” should tell them that the effort to block free expression “meets for the most part with an event utterly opposite to the end which it drives at.” The stressed word in this climactic sentence is “opposite.” Can it be an accident that a word signifying difference has two “p’s” facing and mirroring each other across the weak divide of a syllable break? Opposite superficially, but internally, where it counts, the same.
![Page 49: Mdst3703 graph-theory-11-20-2012](https://reader030.vdocuments.mx/reader030/viewer/2022020217/546e67c3af7959ed6d8b5ddd/html5/thumbnails/49.jpg)
Fish’s Criticisms
• In any event, nothing “licenses” one to make interpretive leaps from the data
![Page 50: Mdst3703 graph-theory-11-20-2012](https://reader030.vdocuments.mx/reader030/viewer/2022020217/546e67c3af7959ed6d8b5ddd/html5/thumbnails/50.jpg)
Ramsay’s Response
• Liberman’s response to Fish misses the point• Fish does not understand that data too can
be read like a text– In other words, what licenses us to make
interpretive leaps from texts?• Correlations between form and content are
interesting and useful for redirecting research