Upgrade to Pro — share decks privately, control downloads, hide ads and more …

Towards well planed CodeCity

Avatar for runadrag runadrag
July 16, 2015
Research
0
71

Towards well planed CodeCity

Avatar for runadrag

runadrag

July 16, 2015
Tweet

More Decks by runadrag

See All by runadrag
Voronyj(Voronoi) diagram
Avatar for runadrag runadrag
0
35
Properties of loxodromic functions. Master's defense (UA)
Avatar for runadrag runadrag
1
110

Other Decks in Research

See All in Research
CoRL2025速報
Avatar for robotpaper.challenge rpc
4
4.2k
説明可能な機械学習と数理最適化
Avatar for kelicht kelicht
2
930
Stealing LUKS Keys via TPM and UUID Spoofing in 10 Minutes - BSides 2025
Avatar for AnyKeyShik anykeyshik
0
180
HU Berlin: Industrial-Strength Natural Language Processing with spaCy and Prodigy
Avatar for Ines Montani inesmontani
PRO
0
210
Proposal of an Information Delivery Method for Electronic Paper Signage Using Human Mobility as the Communication Medium / ICCE-Asia 2025
Avatar for yumulab yumulab
0
160
2026-01-30-MandSL-textbook-jp-cos-lod
Avatar for Yuka Egusa yegusa
0
170
ローテーション別のサイドアウト戦略 ~なぜあのローテは回らないのか？~
Avatar for ぱんだ vball_panda
0
280
一般道の交通量減少と速度低下についての全国分析と熊本市におけるケーススタディ（20251122 土木計画学研究発表会）
Avatar for Traffic Brain trafficbrain
0
160
Satellites Reveal Mobility: A Commuting Origin-destination Flow Generator for Global Cities
Avatar for SatAI.challenge satai
3
500
データサイエンティストの業務変化
Avatar for The Japan DataScientist Society datascientistsociety
PRO
0
220
20年前に50代だった人たちの今
Avatar for marimari hysmrk
0
140
Attaques quantiques sur Bitcoin : comment se protéger ?
Avatar for Renaud Lifchitz rlifchitz
0
140

Featured

See All Featured
XXLCSS - How to scale CSS and keep your sanity
Avatar for Zaharenia Atzitzikaki sugarenia
249
1.3M
Digital Ethics as a Driver of Design Innovation
Avatar for Per Axbom axbom
PRO
1
180
Applied NLP in the Age of Generative AI
Avatar for Ines Montani inesmontani
PRO
4
2k
Self-Hosted WebAssembly Runtime for Runtime-Neutral Checkpoint/Restore in Edge–Cloud Continuum
Avatar for Yuki Nakata chikuwait chikuwait
0
320
Data-driven link building: lessons from a $708K investment (BrightonSEO talk)
Avatar for Szymon szymonslowik
1
910
Heart Work Chapter 1 - Part 1
Avatar for Lake Fama lfama
PRO
5
35k
WENDY [Excerpt]
Avatar for Tessa Abrams tessaabrams
9
36k
個人開発の失敗を避けるイケてる考え方 / tips for indie hackers
Avatar for panda_program panda_program
122
21k
Evolving SEO for Evolving Search Engines
Avatar for Ryan Jones ryanjones
0
120
The MySQL Ecosystem @ GitHub 2015
Avatar for Sam Lambert samlambert
251
13k
Lightning talk: Run Django tests with GitHub Actions
Avatar for Sarah Abderemane sabderemane
0
110
JAMstack: Web Apps at Ludicrous Speed - All Things Open 2022
Avatar for David Neal reverentgeek
1
340

Transcript

  1. Natalia Tymchuk, Michele Lanza Towards Well Planed Code City R

    A E E L V

  2. CodeCity

  3. Class Package or Namespace Number of attributes CodeCity Number of

    methods
  4. None

  5. Manhattan

  6. Barcelona

  7. Paris

  8. Lviv

  9. Voronyj Diagram

  10. None
  11. None
  12. None

  13. 1 minute 2 minutes 3 minutes 4 minutes Number of

    Sites 0 50 100 150 200 250

  14. 1 minute 2 minutes 3 minutes 4 minutes Number of

    Sites 0 250 500 1000 1500 2000 2500
  15. None
  16. None
  17. None
  18. None

  19. (x,y)? (x,y)? (x,y)? (x,y)? (x,y)? (x,y)?

  20. 1 2 3 4 5 6 7 8 1 x

    2 x x 3 x x 4 x 5 x x 6 x 7 x 8 x

  21. 1 2 3 4 5 6 7 8 1 x

    2 x x 3 x x 4 x 5 x x 6 x 7 x 8 x

  22. 1 2 3 4 5 6 7 8 1 x

    2 x x 3 x x 4 x 5 0 x 0 0 0 x 0 0 6 x 7 x 8 x

  23. 1 2 3 4 5 6 7 8 1 x

    2 x x 3 x x 4 x 5 0 x 0 0 0 x 0 0 6 x 7 x 8 x (a,b)

  24. Multidimensional scaling

  25. Multidimensional scaling

  26. None

  27. Force based layout

  28. Multidimensional scaling Force based layout

  29. 1 method 60 methods

  30. 38 methods 1 method

  31. None
  32. None
  33. None
  34. None
  35. None
  36. None

  37. Graph model; Different features for software entities; Distance, position;

  38. None

  39. New view on Force based layout

  40. New view on Force based layout

  41. Nodes’ Force

  42. Springs’ Force

  43. Resulting Force

  44. Repulsion Value Mass Repulsion Radius Stiffness Ideal Length

  45. Node: Repulsion Value

  46. Node: Repulsion Value

  47. 10 30 Node: Repulsion Value

  48. Node: Mass

  49. Node: Mass

  50. Node: Mass 5 different: 1.5…60

  51. Node: Repulsion Radius

  52. Node: Repulsion Radius

  53. Node: Repulsion Radius

  54. Node: Repulsion Radius

  55. Node: Repulsion Radius

  56. repulsion value: 30 repulsion radius: 2*x*y iterations: 100 Node: Repulsion

    Radius

  57. Edge: Stiffness

  58. Edge: Stiffness

  59. Stiffness 0.1 initial length 200 Stiffness 10 ideal length 10

    repulsion 50 iterations 50

  60. Edge: Ideal length

  61. Edge: Ideal length 10 20

  62. Ideal length 0 initial length 200 Ideal length 10 stiffness

    0.1 repulsion 1 iterations 50

  63. Features: Distance Time

  64. Distance

  65. Distance

  66. Distance

  67. Padded distance Traditional distance

  68. Slowing down the time

  69. Slowing down the time

  70. Slowing down the time

  71. Slowing down the time

  72. Slowing down the time

  73. None

  74. RTForceBasedLayout RTFBLayout

  75. RTFBLayout + Voronyj diagram + 3D cities