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Habraslivki: golden posts "Habrahabra" and Geektimes

The previous top Habr / GT articles were interesting to read, but he didn’t make everyone happy: it seemed surprising to someone that the rating by the number of views consists mainly of pop materials. But the idea to make a more hardcore top still captured me enough to try to sort out all the posts of Habr and GT by quality. I still think that the neural network will cope with this task best, and probably this can be done now, if you spend a lot of time showing it various articles marked “cake / not cake”, but for now I have chosen an approach that is slightly simpler and using available data.

There are obvious flaws in the rating of views: a public counter on Habré appeared only in 2012, and the big part of the views comes from the search, and these are absolutely random people. Obviously, the quality of Habr articles should be evaluated by the users themselves, so the selection should be based on the post ratings. To select the “golden posts of Habr,” I used the well-proven acquaintance from Dirty.ru and another resource for defining gold posts as publications, at least 98% of the votes for which are positive.

  1. “ Making a private monitor from an old LCD monitor ”, kfedorov - 1484 votes, 18 negative (2011)
  2. “ Toy Story. Field of Wonders ", PapaBubaDiop - 933 votes, 10 negative (2011)
  3. “ As we searched for Mars-3 ”, Zelenyikot - 677 votes, 8 negative (2013)
  4. “ We read the QR code ”, tgx - 621 votes, 9 negative (2011)
  5. " Badges for Habr, version ", idenisenko - 562 votes, 10 negative (2011)
  6. “ Riddle of the Amazon drop-down list ”, atomlib - 558 votes, 10 negative (2013)
  7. “ How I punished Firaxis or the story of how to iterate through a binary engine through a silencer ”, Harkonnen - 551 votes, 4 negative (2010)
  8. “ ATM. Some features ”, UserSide - 548 votes, 6 negative (2014)
  9. “ Inside look: LED bulbs ”, Tiberius - 542 votes, 5 negative (2011)
  10. “ Homemade tracking of parcels, or There and Back ”, legrus - 533 votes, 1 negative (2013)
  11. “ Keyboard, idea, two hands ”, densss2 - 517 votes, 8 negative (2012)
  12. “ As I drove the robot, I almost turned gray and poured blood on the server ”, adubskiy - 505 voted, 9 negative (2014)
  13. “ Semiconductor Electronics ”, tgx - 488 votes, 9 negative (2011)
  14. “ Microelectronics for space and military ”, BarsMonster - 477 votes, 8 negative (2012)
  15. “ Recovery of defocused and blurred images. Practice ", YUVladimir - 459 votes, 3 negative (2012)
  16. “ Electric bicycle do it yourself ”, AYrm - 459 votes, 5 negative (2010)
  17. “ Memo to the site designer ”, iderins - 453 votes, 9 negative (2009)
  18. “ What should we build a bike? , Kibizoidus - 449 votes, 7 negative (2013)
  19. “ You incorrectly write animals ”, Milfgard - 442 votes, 4 negative (2015)
  20. “ Lessons from space catastrophes ”, lozga - 430 voted, 3 negative (2014)
  21. " Lightning Catcher ", vovalog - 421 votes, 2 negative (2014)
  22. “ LED strip as room lighting ”, lipskiy - 420 votes, 5 negative (2013)
  23. “ JPEG decoding for dummies ”, Fil - 412 votes, 5 negative (2010)
  24. “ What I found interesting on the mail server of meteorologists ”, dug - 404 votes, 5 negative (2009)
  25. “ We break Yandex captcha ”, deleted-P_r_i_m_a_t - 402 votes, 8 negative (2009)
  26. “ Solar eclipses from a distance of 36 thousand km or why we know more about their space than about ours ”, Zelenyikot - 397 voted, 3 negative (2013)
  27. “ On space kindness and Chelyabinsk meteorite ”, Zelenyikot - 395 votes, 5 negative (2013)
  28. “ How to get to the president’s dacha at five o'clock in the morning ”, densneg - 392 voted, 7 negative (2015)
  29. “We forge your signature with the help of a hinge mechanism. Kempe theorem ”, khdavid - 388 votes, 6 negative (2012)
  30. “ Study of the security of the Troika card ”, @Ammonia - 380 votes, 6 negative (2016)
  31. “ We receive the image from the optical sensor of a computer mouse using Arduino ”, webaff - 379 votes, 2 negative (2011)
  32. “ Server on steroids: FreeBSD, nginx, MySQL, PostgreSQL, PHP and more ”, SaveTheRbtz - 375 votes, 7 negative (2009)
  33. “ The first Ukrainian SSD disk or the second life of a Swiss computer ”, procd - 371 votes, 5 negative (2013)
  34. “The driver of the rover Curiosity answers Habra ”, Zelenyikot - 369 votes, 5 negative (2013)
  35. “ As I shamefully deactivated the botnet ”, ValdikSS - 368 votes, 6 negative (2014)
  36. “ How Minkowski played in Flappy Bird ”, s3r4f1m - 364 votes, 7 negative (2014)
  37. “ Solving Sudoku using a real-time webcam ”, NeonMercury - 363 votes, 3 negative (2011)
  38. “ Technique for authenticating money ”, Ocelot - 362 votes, 1 negative (2013)
  39. “ Russian Paypal accounts will be able to accept money ”, solovjeff - 360 votes, 5 negative (2011)
  40. “ Inventing JPEG ”, Fil - 356 votes, 2 negative (2013)
  41. “ Recovery of defocused and blurred images. Increase the quality ”, YUVladimir - 355 votes, 3 negative (2012)
  42. “ Inside View: LCD and E-Ink Displays ”, Tiberius - 355 votes, 1 negative (2012)
  43. “ As, knowing only the name and email of a person, the attackers gained access to all his accounts and remotely destroyed information on all his devices, ” SkidanovAlex - 341 voted, 3 negative (2012)
  44. “ Welding of optical fibers. Part 1: cables and their cutting, optical tools, couplings and crosses, connectors and adapters ", stalinets - 340 votes, 3 negative (2013)
  45. “ Suddenly: the Electro-L satellite filmed an eclipse at our request ”, Zelenyikot - 338 votes, 6 negative (2013)
  46. “ We read passport data of students, schoolchildren and pensioners from their pockets ”, evgeny_boger - 334 voted, 5 negative (2012)
  47. “ Cryptographic strength of 1000-fold password hashing ”, OLS - 332 voted, 4 negative (2010)
  48. " Electronic control system of mountain bike suspension ", vkolotov - 331 votes, 3 negative (2012)
  49. “ The smallest game in the world (58 bytes) ”, PatapSmile - 329 votes, 2 negative (2009)
  50. “ Translation of the textbook on algorithms ”, alexanderskulikov - 323 votes, 2 negative (2014)
  51. “ About 112, and how it works ”, force - 323 votes, 3 negative (2009)
  52. “ Creating your own drivers for Linux ”, dlinyj - 323 votes, 5 negative (2013)
  53. " On the flu A (H1N1) in terms of programming ", alizar - 323 votes, 6 negative (2009)
  54. “ 18-step gaussgan ”, Llevellyn - 322 voted, 6 negative (2013)
  55. “ The history of reverse engineering of one fluffy animal ”, afan - 321 votes, 6 negative (2013)
  56. “ Recognition of some modern CAPTCHA ”, Pastafarianist - 319 votes, 6 negative (2011)
  57. “ What does the mess look like or did the fascists have homing missiles ”, Frolenarzt - 318 votes, 6 negative (2012)
  58. “ Progressive technologies as a way to squeeze the maximum out of the server ”, SaveTheRbtz - 318 votes, 4 negative (2009)
  59. “ How to lie with the help of statistics ”, varagian - 312 votes, 3 negative (2014)
  60. “ Inside View: CD and HDD ”, Tiberius - 311 votes, 1 negative (2011)
  61. “ Google blocked the Moon + Reader application on the LitRes complaint ”, Buggins - 309 votes, 6 negative (2013)
  62. " Pseudo-3D graphics shooter on ... bash ", fader44 - 307 votes, 3 negative (2011)
  63. “ ATM viruses post ”, ikorolev - 305 voted, 5 negative (2010)
  64. " The history of the fight with the file-encrypting Trojan - a trip to the control center for the key ", psi314 - 303 votes, 2 negative (2012)
  65. “ Light and Lighting ”, BarsMonster - 302 votes, 5 negative (2011)
  66. “ Facts about space are hard to believe ”, Zelenyikot - 301 voted, 2 negative (2014)
  67. “ Lightpack 5.5 published ”, atarity - 300 votes, 5 negative (2011)
  68. " Protection of the entrance by organizing reasonable video surveillance without a concierge ", datacompboy - 298 votes, 4 negative (2014)
  69. "The technology of quickly creating backgrounds for 2D games based on 3D blanks (48 hours of development) ", Weilard - 293 votes, 5 negative (2012)
  70. “ Restoring defocused and blurred images ”, YUVladimir - 291 voted, 2 negative (2012)
  71. Card Games , UserSide - 286 votes, 4 negative (2014)
  72. “ Self-made digital sundial ”, SMihalkov - 281 votes, 3 negative (2014)
  73. “ Fully autonomous surveillance camera ”, apple_fan - 278 votes, 3 negative (2011)
  74. “ Thermonuclear energy: the hope of mankind? , BarsMonster - 277 votes, 4 negative (2013)
  75. “ Do -it- yourself smart watches for 1500 rubles ”, winKING - 276 votes, 4 negative (2014)
  76. “ Why WiMax and LTE use OFDM ”, tgx - 273 votes, 4 negative (2011)
  77. “ Upgrade “ Soap Dish ”before a microscope ”, Azya - 273 votes, 4 negative (2010)
  78. “ Panasonic attacks ”, g0ff - 270 votes, 2 negative (2009)
  79. “ An inside look: matrixes of digital cameras ”, Tiberius - 270 votes, 4 negative (2012)
  80. “ Curiosity - the first 50 days on Mars ”, Cholgaa - 269 votes, 3 negative (2012)
  81. “ Mars rover Curiosity completed the main scientific mission ”, Zelenyikot - 268 votes, 2 negative (2014)
  82. “ LG Smart TVs Spy on Users , Magir - 267 Voted, 1 Negative (2013)
  83. “ Our experience of participation in 10K Apart or how to shrink 40 Kbytes of code into 10 ”, whoozle - 266 votes, 2 negative (2010)
  84. “ Unusual way of generating labyrinths ”, Thoughteer - 265 voted, 1 negative (2013)
  85. “ Inside View: Opening the Nvidia 8600M GT Chip ”, Tiberius - 263 votes, 3 negative (2011)
  86. “ The story of one“ very Chinese ”phone ”, simbiod - 263 votes, 5 negative (2011)
  87. “ You don't need to recognize pictures to recognize pictures ”, rocknrollnerd - 263 voted, 5 negative (2015)
  88. " Debug aircraft? It is very easy! ", CuriousGeorge - 262 votes, 3 negative (2013)
  89. “ IBM PC do it yourself is very easy ”, curiousGeorge - 261 voted, 1 negative (2015)
  90. “ FPV ”, maloii - 258 votes, 3 negative (2011)
  91. “ Long ago, when Habr was without invites, and Bash could be read in 2 days completely, we did satellite Internet in Astrakhan ”, Milfgard - 257 votes, 4 negative (2014)
  92. “ 100 days of curiosity ”, Zelenyikot - 257 votes, 4 negative (2012)
  93. “ Spy Gadgets from the NSA ”, Spetros - 256 votes, 5 negative (2014)
  94. “ The Second Life of Old Dial Indicators ”, ClusterM - 255 votes, 4 negative (2013)
  95. “ Life on the Lobachevsky plane ”, Mrrl - 255 voted, 2 negative (2013)
  96. “ Dangerous video: how I found a vulnerability in video hosting and did not die in 7 days ”, cdump - 255 voted, 5 negative (2016)
  97. “ On the verge of death: Cosmic catastrophes that almost happened ”, lozga - 254 votes, 1 negative (2014)
  98. “ Watch the video on a barcode scanner ”, PatapSmile - 252 votes, 4 negative (2011)
  99. “ About video compression - Introduction ”, acmer - 251 votes, 1 negative (2011)
  100. “ Habraquest with elements of astronautics and geocaching [done!] ”, Jeditobe - 251 votes, 5 negative (2010)

By tradition, let us single out the heroes of this top who appeared in it more than once:
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  1. Zelenyikot - 8
  2. Tiberius - 5
  3. BarsMonster - 3
  4. YUVladimir - 3
  5. tgx - 3
  6. Milfgard - 2
  7. UserSide - 2
  8. Fil - 2
  9. PatapSmile - 2
  10. curiousGeorge - 2
  11. SaveTheRbtz - 2
  12. lozga - 2

Most hardcore


Still too pop? I thought so. Therefore, here is a hardcore version for you, which only I can think up without connecting manual sampling or artificial intelligence: top gold posts ONLY WITH HABRA and ONLY FROM PROFILE HUBS. In principle, this option contains elements of manual sampling, because for several years now TM has been manually recasting the list of hubs, striving for a certain ideal. So if such a combination of the statistical approach with manual control does not give you a cut of posts that should be determined by THAT HABR, then nothing but neural networks will give:

  1. " Badges for Habr, version ", idenisenko - 562 votes, 10 negative (2011)
  2. “ Riddle of the Amazon drop-down list ”, atomlib - 558 votes, 10 negative (2013)
  3. “ How I punished Firaxis or the story of how to iterate through a binary engine through a silencer ”, Harkonnen - 551 votes, 4 negative (2010)
  4. “ ATM. Some features ”, UserSide - 548 votes, 6 negative (2014)
  5. “ Homemade tracking of parcels, or There and Back ”, legrus - 533 votes, 1 negative (2013)
  6. “ Keyboard, idea, two hands ”, densss2 - 517 votes, 8 negative (2012)
  7. “ As I drove the robot, I almost turned gray and poured blood on the server ”, adubskiy - 505 voted, 9 negative (2014)
  8. “ Microelectronics for space and military ”, BarsMonster - 477 votes, 8 negative (2012)
  9. “ Recovery of defocused and blurred images. Practice ", YUVladimir - 459 votes, 3 negative (2012)
  10. “ Memo to the site designer ”, iderins - 453 votes, 9 negative (2009)
  11. “ What should we build a bike? , Kibizoidus - 449 votes, 7 negative (2013)
  12. “ You incorrectly write animals ”, Milfgard - 442 votes, 4 negative (2015)
  13. " Lightning Catcher ", vovalog - 421 votes, 2 negative (2014)
  14. “ JPEG decoding for dummies ”, Fil - 412 votes, 5 negative (2010)
  15. “ On space kindness and Chelyabinsk meteorite ”, Zelenyikot - 395 votes, 5 negative (2013)
  16. “ How to get to the president’s dacha at five o'clock in the morning ”, densneg - 392 voted, 7 negative (2015)
  17. “We forge your signature with the help of a hinge mechanism. Kempe theorem ”, khdavid - 388 votes, 6 negative (2012)
  18. “ Study of the security of the Troika card ”, @Ammonia - 380 votes, 6 negative (2016)
  19. “ Server on steroids: FreeBSD, nginx, MySQL, PostgreSQL, PHP and more ”, SaveTheRbtz - 375 votes, 7 negative (2009)
  20. “ As I shamefully deactivated the botnet ”, ValdikSS - 368 votes, 6 negative (2014)
  21. “ How Minkowski played in Flappy Bird ”, s3r4f1m - 364 votes, 7 negative (2014)
  22. “ Solving Sudoku using a real-time webcam ”, NeonMercury - 363 votes, 3 negative (2011)
  23. “ Technique for authenticating money ”, Ocelot - 362 votes, 1 negative (2013)
  24. “ Russian Paypal accounts will be able to accept money ”, solovjeff - 360 votes, 5 negative (2011)
  25. “ Inventing JPEG ”, Fil - 356 votes, 2 negative (2013)
  26. “ Recovery of defocused and blurred images. Increase the quality ”, YUVladimir - 355 votes, 3 negative (2012)
  27. “ As, knowing only the name and email of a person, the attackers gained access to all his accounts and remotely destroyed information on all his devices, ” SkidanovAlex - 341 voted, 3 negative (2012)
  28. “ Welding of optical fibers. Part 1: cables and their cutting, optical tools, couplings and crosses, connectors and adapters ", stalinets - 340 votes, 3 negative (2013)
  29. “ We read passport data of students, schoolchildren and pensioners from their pockets ”, evgeny_boger - 334 voted, 5 negative (2012)
  30. “ Cryptographic strength of 1000-fold password hashing ”, OLS - 332 voted, 4 negative (2010)
  31. “ The smallest game in the world (58 bytes) ”, PatapSmile - 329 votes, 2 negative (2009)
  32. “ Translation of the textbook on algorithms ”, alexanderskulikov - 323 votes, 2 negative (2014)
  33. “ About 112, and how it works ”, force - 323 votes, 3 negative (2009)
  34. “ Creating your own drivers for Linux ”, dlinyj - 323 votes, 5 negative (2013)
  35. “ The history of reverse engineering of one fluffy animal ”, afan - 321 votes, 6 negative (2013)
  36. “ Recognition of some modern CAPTCHA ”, Pastafarianist - 319 votes, 6 negative (2011)
  37. “ What does the mess look like or did the fascists have homing missiles ”, Frolenarzt - 318 votes, 6 negative (2012)
  38. “ Progressive technologies as a way to squeeze the maximum out of the server ”, SaveTheRbtz - 318 votes, 4 negative (2009)
  39. “ How to lie with the help of statistics ”, varagian - 312 votes, 3 negative (2014)
  40. “ Google blocked the Moon + Reader application on the LitRes complaint ”, Buggins - 309 votes, 6 negative (2013)
  41. " Pseudo-3D graphics shooter on ... bash ", fader44 - 307 votes, 3 negative (2011)
  42. “ ATM viruses post ”, ikorolev - 305 voted, 5 negative (2010)
  43. " The history of the fight with the file-encrypting Trojan - a trip to the control center for the key ", psi314 - 303 votes, 2 negative (2012)
  44. “ Lightpack 5.5 published ”, atarity - 300 votes, 5 negative (2011)
  45. " Protection of the entrance by organizing reasonable video surveillance without a concierge ", datacompboy - 298 votes, 4 negative (2014)
  46. "The technology of quickly creating backgrounds for 2D games based on 3D blanks (48 hours of development) ", Weilard - 293 votes, 5 negative (2012)
  47. “ Restoring defocused and blurred images ”, YUVladimir - 291 voted, 2 negative (2012)
  48. Card Games , UserSide - 286 votes, 4 negative (2014)
  49. “ Why WiMax and LTE use OFDM ”, tgx - 273 votes, 4 negative (2011)
  50. “ Panasonic attacks ”, g0ff - 270 votes, 2 negative (2009)
  51. “ LG Smart TVs Spy on Users , Magir - 267 Voted, 1 Negative (2013)
  52. “ Our experience of participation in 10K Apart or how to shrink 40 Kbytes of code into 10 ”, whoozle - 266 votes, 2 negative (2010)
  53. “ Unusual way of generating labyrinths ”, Thoughteer - 265 voted, 1 negative (2013)
  54. “ The story of one“ very Chinese ”phone ”, simbiod - 263 votes, 5 negative (2011)
  55. “ You don't need to recognize pictures to recognize pictures ”, rocknrollnerd - 263 voted, 5 negative (2015)
  56. " Debug aircraft? It is very easy! ", CuriousGeorge - 262 votes, 3 negative (2013)
  57. “ Long ago, when Habr was without invites, and Bash could be read in 2 days completely, we did satellite Internet in Astrakhan ”, Milfgard - 257 votes, 4 negative (2014)
  58. “ Spy Gadgets from the NSA ”, Spetros - 256 votes, 5 negative (2014)
  59. “ Life on the Lobachevsky plane ”, Mrrl - 255 voted, 2 negative (2013)
  60. “ Watch the video on a barcode scanner ”, PatapSmile - 252 votes, 4 negative (2011)
  61. “ About video compression - Introduction ”, acmer - 251 votes, 1 negative (2011)
  62. “ Ray Tracer on JavaScript ”, ankh1989 - 249 votes, 2 negative (2011)
  63. “ Judge Alsup knows how to program and instructs the Oracle attorney ”, alizar - 249 votes, 4 negative (2012)
  64. “ What you need to know about floating-point arithmetic ”, yruslan - 245 votes, 3 negative (2011)
  65. "The work of the engineer - different unusual stories ", Nespashiy - 244 votes, 4 negative (2014)
  66. “ R'ha is a short animated film by a German student that opened the door to Hollywood ”, last_level - 243 votes, 4 negative (2013)
  67. “ Blind Deconvolution - automatic recovery of blurred images ”, YUVladimir - 243 votes, 4 negative (2013)
  68. “ Free books ”, skim1776 - 243 votes, 4 negative (2011)
  69. “ Welding of optical fibers. Part 2: welding machines and cleavers, mechanical and welding splicing, measuring and laying of fibers ”, stalinets - 242 votes, 2 negative (2013)
  70. “ The use of procedural generators in creating content for real-time 3D applications: Part 1. Oil Rush ”, Unigine - 239 votes, 1 negative (2013)
  71. “ Social engineering in practice:“ physical access ”to Kevin Mitnick’s private conference ”, MagisterLudi - 237 votes, 4 negative (2014)
  72. “ Games for NES / Famicom / Dandy through the eyes of a programmer ”, ClusterM - 236 votes, 0 negative (2014)
  73. “ Wi-Fi: unobvious nuances (for example, home network) ”, apcsb - 234 votes, 3 negative (2012)
  74. “ Nostalgia: we dig in under the hood of “ Tanchiki ”, horror_x - 233 votes, 1 negative (2012)
  75. “ How the relational database works ”, rvncerr - 232 votes, 3 negative (2015)
  76. “ We draw pictures using the Hilbert curve ”, mkot - 230 votes, 1 negative (2011)
  77. “ Making Liquid Resize with Your Own Hands ”, GMM - 230 votes, 3 negative (2009)
  78. “ Easter eggs in Pixar cartoons ”, Alaska - 229 votes, 2 negative (2008)
  79. “ Looking at the code with eyes closed ”, Ohar - 227 votes, 3 negative (2015)
  80. “ Reverse Engineering of Batman’s Flight ”, ID_Daemon - 226 votes, 1 negative (2015)
  81. “ An inside look: RFID and other tags ”, Tiberius - 226 votes, 1 negative (2012)
  82. “ Valve: how I got here, what it looks like and what I do here ”, JustRoo - 222 votes, 2 negative (2012)
  83. “ Nostalgia: how“ saving on a piece of paper ” works ”, horror_x - 222 votes, 2 negative (2012)
  84. “ Another software tab in D-Link routers ”, Xlab - 217 votes, 4 negative (2013)
  85. “ Astrophotography in every house ”, BarsMonster - 216 voted, 1 negative (2013)
  86. “ Automatic optimization of algorithms with the help of fast exponentiation of matrices ”, hx0 - 216 votes, 3 negative (2014)
  87. “ Nginx 1.0 released”, zkv - 215 votes, 4 negative (2011)
  88. “ Exploitation of vulnerabilities in the DrWeb update procedure ”, Izzet - 214 votes, 2 negative (2014)
  89. “ Tricks with CSS animations: instant changes, negative delays, transform-origin animation and more ”, ilya42 - 213 votes, 2 negative (2014)
  90. “ Technical task for the site ”, stg34 - 212 votes, 3 negative (2012)
  91. “ Printing and playing sound on paper ”, NightRadio - 207 votes, 3 negative (2014)
  92. “ MTS asks the state to protect itself from Skype ”, timsoid - 206 votes, 4 negative (2013)
  93. “ Scalable JavaScript applications ”, azproduction - 206 votes, 4 negative (2011)
  94. “ Expansion of the functionality of ready-made programs ”, VEG - 204 votes, 1 negative (2009)
  95. “ Working with jQuery Templates ”, psg1234 - 201 votes, 4 negative (2011)
  96. “ Popular questions in a C ++ interview and answers to them, ” NevRA - 199 voted, 3 negative (2011)
  97. “ A short course in computer graphics: we write a simplified OpenGL with our own hands, article 1 of 6 ”, haqreu - 198 votes, 2 negative (2015)
  98. “ Playstation: how it was ”, PerlPower - 195 votes, 2 negative (2013)
  99. “ A beginner ’s guide to the linker operation ”, rhaport - 194 votes, 1 negative (2012)
  100. “ Tree van Emde Boas ”, Invizory - 192 votes, 2 negative (2011)

The heroes of this superhardcorn list by the number of hits in it are:

  1. YUVladimir - 4
  2. BarsMonster - 2
  3. Milfgard - 2
  4. stalinets - 2
  5. horror_x - 2
  6. PatapSmile - 2
  7. SaveTheRbtz - 2
  8. Fil - 2
  9. UserSide - 2

Can I dig even deeper? Of the criteria available for analysis, only the tags and comments remain, but they are too non-universal to rely on.

Why do you need it?


Well, firstly - pure curiosity. Secondly, an extra argument in the debate on how Habre is no longer a cake. Thirdly, this is still quite an instructive story, showing the limitations of any old methods of cataloging information: no hubs, tags, ratings and subscriptions will save you a) from penetrating into your tape of what you absolutely would not want to see, b ) from missing important information that you absolutely need to know. Both the ribbon settings inside Habr and the habra-like resources themselves work like a large-mesh network in the ocean of information - which means that if you don’t change the approach, road signs and tires will always come across in your catch.

The fact that the change in approach can be just the neural networks, the power of which is only gaining momentum, and which so far are more often used as a toy - but this is also not news, the steam engine and gunpowder also went through this. However, self-learning algorithms may be more. And the ideal (more precisely, as close as possible to such) recommender system is one of the possible options for their use. But this is a topic for another conversation.

Plus, collect ushim for the collection and sorting of data, me for the idea and analysis. Statistics is available for picking here: docs.google.com/spreadsheets/d/1Jf1UuNWQ0K09PsOYh7i0aVyAPRUE4gh794xfGf1x-rE/edit?usp=sharing

Source: https://habr.com/ru/post/165949/

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