CumInCAD is a Cumulative Index about publications in Computer Aided Architectural Design
supported by the sibling associations ACADIA, CAADRIA, eCAADe, SIGraDi, ASCAAD and CAAD futures

id ecaade2016_023
authors Olascoaga, Carlos Sandoval, Xu, Wenfei and Flores, Hector
year 2016
title Crowd-Sourced Neighborhoods - User-Contextualized Neighborhood Ranking
source Herneoja, Aulikki; Toni Österlund and Piia Markkanen (eds.), Complexity & Simplicity - Proceedings of the 34th eCAADe Conference - Volume 2, University of Oulu, Oulu, Finland, 22-26 August 2016, pp. 19-30
summary Finding an attractive or best-fit neighborhood for a new resident of any city is not only important from the perspective of the resident him or herself, but has larger implications for developers and city planners. The environment or mood of the right neighborhood is not simply created through traditional characteristics such as income, crime, or zoning regulations - more ephemeral traits related to user-perception also have significant weight. Using datasets and tools previously unassociated with real-estate decision-making and neighborhood planning, such as social media and machine learning, we create a non-deterministic and customized way of discovering and understanding neighborhoods. Our project creates a customizable ranking system for the 195 neighborhoods in New York City that helps users find the one that best matches their preferences. Our team has developed a composite weighted score with urban spatial data and social media data to rank all NYC neighborhoods based on a series of questions asked to the user. The project's contribution is to provide a scientific and calibrated understanding of the impact that socially oriented activities and preferences have towards the uses of space.
wos WOS:000402064400001
keywords Textual Semantic analysis; machine learning; participatory planning; community detection; neighborhood definition
series eCAADe
email csandova@mit.edu
full text file.pdf (8,104,549 bytes)
references Cumincad : CUMINCAD References : TOC for Robots

CumInCAD is a Cumulative Index about publications in Computer Aided Architectural Design
supported by the sibling associations ACADIA, CAADRIA, eCAADe, SIGraDi, ASCAAD and CAAD futures

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acadia17_392t, eb15, caadria2015_108v16, ecaade2014_067a16, 628d, a323, acadia17_81e, 0383, 0631, 74a0, a505, 33b4, a21a, fde9, 24c5, 2283, 6434, caadria2017_003f2, 157e, d476, 54e7, 5ae6, 639d, 06c2, f379, f3e0, 5fe7, ac06, 43b6, d834, c10e, sigradi2013_91m, 57fe, 4813, 53e6, e8e7, f01b, 52de, 22ed, 6377, 8e5a, 605a, 2dab, e554, 297b, dc28, cfe4, c35a, d499, daad, 59e4, 97d5, 5aae, 0e95, sigradi2016_809uu, 19ae, fc46, ecaade2017_228v, acadia17_169qq, 0650, 917a, f3c2, ddeb, 4836, e19b, fa51, 7181, 65b6, d606, 95ae, 6f3b, 3369, 859a, c4dc, 62fa, 7d8c, ijac201614402p1, ecaade2014_029x7, bc08, 7e90, 285c, 3909, b8f9, 03ab, 1128, ascaad2016_010b5, 725f, 6ce8, ijac201614102p2, 31c4, 23d5, acadia16_62l4, acadia17_52b, ecaade2015_233i53, 5138, d870, e597, 61a4, d1c6, acadia14projects_317v, 0cf8, 7c82, f831, 2d8b, 5f51, 4376, acadia14_311t, 080d, 3236, 3c3d, 4a6d, ascaad2016_045a18, 4515, ecaade2016_mrtj66, f273, d5f3, 32fd, 3197, ecaade2017_164w, 4dd9, 2fed, d707, bb4d, 80df, 8731, adfb, 5eaa, eb0e, 5412, 269e, c43b, 5f11, a1c2, fab8, b0d8, 3cd4, ecaade2017_148yy, 56f6, 09e4, 2020, ecaade2015_199w42, 2b48, 0b3d, a730, 4c59, acadia16_270y16, cfa1, 0049, 0341, 4663, cf60, f051, f2e7, ecaade2013r_005m4, 83cd, 6f99, c52a, ef41, ecaade2015_227h50, b3ee, acadia17_189oo, df91, 527e, acadia15_323r12, b287, a178, 55ea, d0fc, cac2, acadia14_627au, caadria2017_005u3, ecaade2017_202n, 165a, ascaad2016_001d1, a920, 174b, f215, ijac201614102s2, adc6, b159, 6c4e, b66c, 2dd0, 3323, 9e40, f117, ea12, d3ae, 93a4, 8568, 512b, 6fb5, ascaad2014_032v9, edd8, 2cc7, 3848, 2845, 93bf, 965e, 58d6, 73bf, c592, ecaade2014_195i50, 175c, sigradi2016_431y, 4927, e5ae, 97d6, cb05, af23, 2d5c, b919, 9a7d, a6cf, 61b2, 62c9, dbcc, 12dd, b8ca, 74e2, sigradi2016_752pp, acadia16_72f5, 9bf2, af58, ecaade2017_027xx, df7e, acadia14_145o, acadia16_140y10, ecaade2017_054mm, 8252, f280, 214d, b1b0, 8ebb, acadia14_453k, 4488, 0ef6, 36d9, ecaade2014_173i43, acadia16_372a23, e2ed, a01f, aaae, c8ed, acadia17_82aa, 25b8, ecaade2015_170l35, 0e2a, 2e66, 89dd, ea52, 3792, 460b, 0d94, de9b, ijac201412403v5, c484, ecaade2016_127b35, eaac, ecaade2015_230l52, 1e9b, 7079, ascaad2016_031i12, 0aa1, ff68, acadia17_610mm, 0afe, c46f, 42ba, 1012, d33c, 5ccd, 916a, fefa, 4bb0, c6eb, b134, 8419, 2322, 26f1, acadia16_98l7, 6a0e, 456c, 090e, 98cb, 5c6e, 3bc6, 3a74, 6e2f, ecaade2017_140aa, 1581, a283, 313e, ecaade2016_151c41, c42b, 0028, ecaade2016_087t24, f704, 1503, 87bd, 934c, caadria2016_601p25, 5fd8, 657d, 12d2, 3bf7, 9db5, 0a43, dcfa, 2d9e, b7b9, 8318, 486e, ecaade2014_079z18, ecce, 67b7, 8d66, ecaade2017_048ff, 9495, 4543, sigradi2016_686vv, ecaade2014_104p23, 9982, df1e, cceb, ecaade2016_171f49, 338a, sigradi2016_561gg, ascaad2016_029x11, f81f, a4db, 1f5f, f86b, 2c4b, ascaad2016_056f22, acadia14projects_219a, ijac201513105s4, fc16, db66, d95c, ecaade2017_309uu, ff2b, caadria2016_167k7, ecaade2016_113e31, 0ec1, 4f7f, f14e, b032, 69cf, dc03, 2bce, 5911, 5e5b, c328, 32b5, 9ac0, 3185, 2735, 35c4, ecaade2014_086p20, fb3b, 70a3, 8581, a805, ad59, 1df3, 416b, 3e07, sigradi2013_407h, 6c71, acadia17_247rr, acadia14projects_347ao, acadia16_24z2, 45e7, 4e29, caadria2016_333a15, 2371, 9746, abf2, 0320, sigradi2014_048d5, ecaade2017_301u, 55c4, 7ce3, 85c6, cf8f, 1b12, 0032, 3710, 706e, ecaade2017_101u, 1d04, 3302, 6949, 1c8d, ijac201412303k8, e8ce, 551f, 3d7e, 6e36, acadia17_60y, c9df, ecaade2017_059ss, 6076, 2e38, 16e0, a63c, f5eb, 8d90, 6670, ad7c, ecaade2015_325w70, 3581, cbf9, da9c, 55aa, 5f7f, ecaade2016_197z51, ecaade2015_143h30, 32d9, acadia14projects_257ad, 2d14, 9d90, 8f54, 26bf, e002, 39a0, cf8c, caadria2016_187p8, ecaade2017_169jj, 5f8d, 5fd1, 9bee, 41b2, 1ec4, ecaade2017_079s, 4299, 5531, 7203, 01dc, e4c5, ijac201412406h9, ijac201715202r, ecaade2017_116d, 2d4d, 6c88, f348, caadria2017_174y42, acadia16_62z4, 951a, 6d72, 9cce, 7185, ascaad2014_010m5, ecaade2016_158d43, 2027, sigradi2013_303j, 48ff, e75b, 2c27, 662b, ecaade2015_287l63, 76d4, 7ee4, acadia16_196d13, 18de, d4ed, aacd, 2ac0, f9a4, acadia17_464vv, 93d9, 616c, f36e, 1cb8, ecaade2015_241e55, acadia14_555h, 8b8c, 1722, sigradi2015_3.370y5, ecaade2016_163v45, 760a, 235c, e6d4, 78f1, bb5a, ascaad2014_009g5, acadia17_426f, ecaade2017_172kk, acadia14projects_153f, 3d09, f8c8, e407, 963b, f04f, 09ec, acadia17_669i, 91c1, ecaade2017_213g, d80e, 6b1f, f8e4, ecaade2015_101f20, 54f5, ad40, acadia16_164x11, 08aa, d45d, b410, f1b5, 5ef5, acadia17_230a, 281f, 44a4, c114, acadia14projects_375ay, b0ad, 2323, f31e, ecaade2016_223g59, 6b7f, 9dcb, 36ac, caadria2017_031g11, 3eb2, 2627, 6aa8, bc6d, 18da, 5635, 36c5, 4c53, 792b, 6088, sigradi2015_8.81t11, sigradi2014_151g3, 0ff1, 5c32, 225d, e725, 4942, ca8d, 2eb5, e8ec, f8fb, 43d6, 5871, 8d6c, fddd, 8202, eb49, f2b8, 6b7b, a08f, 5bb7, ecaade2017_031zz, 4cf1, 97fe, 314b, 9f25, 80fc, e46e, ecaade2013r_017a9, sigradi2016_741hh, d62b, 1985, c3db, 53cd, 0324, b2ed, e614, acadia17_168uu, b8ff, dc61, 33fe, e664, caadria2016_073a4, b87e, 8174, acadia14_339ay, ecaade2017_140cc, 038f, 6e76, 3433, acadia14projects_375i, 498c, acadia14projects_311w, dc84, 4e8f, 4fa2, e3ce, ecaade2017_208b, 029c, 09b2, a793, 8caa, acadia15_284y11, 9fe4, 3903, e915, ecaade2016_134d38, ijac201412201h1, 2cbe, ecaade2014_018w4, caadria2016_881y37, 9c2c, fa6e, d134, a3aa, be03, ecaade2017_054jj, e0d5, 035f, 2b7c, ijac201412407g1, 3e35, aff5, ijac201715105d, f0cb, c7c8, fd1d, 8a64, ecaade2014_208b54, 9950, ecaade2014_153s37, 87c1, b1e6, 398b, 346c, 615d, b7b6, 2719, 08d1, 5d01, c8d1, c21c, ecaade2017_265m, caadria2016_477e20, d42b, ecaade2015_53v8, ecaade2017_173zz, ecaade2016_223v58, 6842, 4002, 6ed1, ecaade2014_201c52, f0da, 77a5, bbca, 8cdc, dd54, ecaade2014_149d34, ecaade2015_158g33, 2332, cabd, ecaade2015_180a39, ee6d, sigradi2014_042r3, ad53, c5bf, caadria2015_130l21, 8a74, 6713, dbda, ijac201412302i7, 8e9a, caadria2017_008f4, 8e3d, caadria2017_079v23, acadia17_660n, cbed, 1689, 0b8f, 5b9a, 738f, 5b4d, ecaade2016_ws-afutureo67, 707f, 91e0, 6c39, 165e, acadia17_248g, f9f3, ecc8, 67f2, 8b93, ijac201513303b11, 468d, 1828, ascaad2016_035p13, ecaade2016_223w58, ce4d, 5cca, c267, 35bb, 98a0, 826f, 6b1e, 9a07, 1b25, 834e, cbe0, a7b7, a3ee, 0c05, ecaade2014_226a59, eeab, 0587, 20a7, 83ba, 475b, sigradi2015_sp_8.326u30, sigradi2014_075f7, 25dd, e6db, 8773, 9e85, d44f, acadia17_637j, ijac201614104w3, d330, e882, df4f, fb5e, 9334, a6c1, ad66, 396b, 96da, ecaade2015_155t32, f155, a98b, acadia16_280j17, e93d, ijac201715202gg, c193, b9be, 01ad, 4196, a435, caadria2017_074p23, 3ac5, af9d, f01e, acadia14projects_601z, 4d3f, ecaade2016_169m48, 034e, 831a, acadia17_318d, acadia15_395e17, 04a1, 4680, 360b, 0ef4, e633, 2658, sigradi2015_3.65t2, 2585, 3824, 3c9c, ecaade2017_215l, 2c65, acadia16_154m11, ce7a, ecaade2014_015p3, 0f4c, a144, caadria2016_281d12, 1c88, 0626, ijac201715204t, 7e86, 91fd, 660b, 2342, acadia15_110d4, cd87, 8a73, ijac201513201l5, ecaade2016_068j17, caadria2015_181w26, 4417, cd39, 7ffd, ecaade2016_108v29, ffdc, d50d, 64b6, cb3b, 5750, baba, f522, 6cca, b413, ecaade2015_319c70, 7288, 253f, faa6, sigradi2013_400t, 60a6, acadia14_627av, ecaade2014_140y31, ecaade2016_193v51, 321b, sigradi2013_77i, 2813, ecaade2015_53d9, ecaade2015_171l36, 2def, b3e3, 29cb, 5a94, acadia14_655ah, 57cd, e380, ad0d, 3937, 5055, ijac201715106uu, be91, c149, 6856, cdce, 81b4, 022a, bcc5, 0f98, 2c8a, 5d4b, 66f6, 7b4a, 9e23, 5208, ab72, 0287, 5133, ijac201412205o4, 16e4, 688f, caadria2015_087n14, 0cd0, d613, 283d, b006, 6eb2, 3e45, 2d7c, 5822, 5fa2, 177b, sigradi2015_3.111a3, 0302, ecaade2017_050g, b9f6, 3892, f308, ecaade2014_149e35, 9631, ecaade2015_138y27, 22c4, 59bb, fced, e83b, 3ed4, ecaade2016_171c49, 0360, ecaade2017_155e, 8317, ijac201715106kk, acadia15_483u21, sigradi2013_100i, caadria2017_115p30, 286f, 77e2, 8fc5, ffc7, 4bec, acadia17_307jj, ijac201614203e9, acadia17_640gg, aeb7, ascaad2014_029c8, caadria2017_113b30, 8309, 2538, 6833, 618a, f18e, d38a, ecaade2016_025n7, 739b, 58f8, fa3b, 798c, 6d87, 2f7f, 5587, 59b3, ecaade2013r_009z5, 5a0c, d80f, 8b1b, caadria2016_249i11, 4098, 9afa, e70f, 7495, ef7f, 9061, caadria2016_579o24, sigradi2016_484nn, 42a4, 2b5d, b2b1, b7c4, 11fb, 2e6e, fe38, 4d29, ecaade2014_111j25, 050b, c669, sigradi2013_41u, e3fe, 640d, 0c4c, 164a, 2cac, c461, 50b2, e903, 9c3e, ascaad2016_023y9, 7786, aa63, 613f, 6666, 7408, ecaade2017_027yy, 6a81, caadria2016_003e1, 5640, ecaade2015_221t48, b607, ijac201412403n6, 5e19, ad56, 03c9, 209f, sigradi2015_10.74o18, 2ba3, 277c, 505e, b33c, 1580, 9c37, 3682, ascaad2016_057t22, 153d, 3722, 5877, ijac201614202g8, 1496, 3f39, caadria2017_185z44, ecaade2015_193d40, 2c38, 69b8, 39d8, 7d52, b9ff, ijac201715105l, c749, ecaade2015_114i22, 517c, 1132, ff75, 8b75, 623b, 1e28, acadia14_135o, 4adf, c408, ascaad2016_053l21, 6a8d, 6114, a1a8, 0135, 4b06, ijac201513105a5, sigradi2014_281j3, ijac201614403k2, f948, sigradi2013_74e, 855b, 73f0, fde4, a14a, 2db6, ecaade2015_114o22, ijac201715106ii, ecaade2014_044v10, 08c7, 25b5, ecaade2015_336e73, acadia14projects_699j, d169, 830c, 5fe5, d726, caadria2016_725h31, 183c, acadia14_565aj, bc92, 8fa2, 0e63, ecaade2017_142zz, caadria2016_301o13, ecaade2017_094i, b63f, 6089, ecaade2015_233f53, 2aae, aed4, d353, 5632, 2db7, 3294, c10c, 3a6a, 9aa4, 521b, acadia17_618ll, 29e5, ecaade2014_140a32, 62fb, a462, b0d3, 52ef, 06b1, 42d2, ecaade2017_072h, 0b29, ascaad2016_023d10, ecaade2014_233c60, 043a, 8435, ecaade2016_223h58, 848b, 1246, 9674, b82a, 44f4, 4aae, sigradi2016_360aa, ecaade2017_133e, d128, 5770, acadia16_414a25, c7fb, ecaade2016_167t47, 08f3, a9fd, caadria2017_047x14, 5acd, 858d, ecaade2013r_005i4, acadia16_78t5, 4350, 2727, d9e6, sigradi2014_049i5, 949c, ijac201715105mm, 2462, 7a8c, 221a, 8e77, daea, c4d6, ad5f, ijac201412407f1, 16e5, acadia14projects_63ah, 95a4, f54e, ascaad2016_028o11, a89f, 5b1f, da2a, 8dd4, 70b0, 9f4a, 7802, 6a23, acadia14_111n, 4ffc, 1635, f8cd, 3ea2, b035, 68fa, d504, a543, 5c84, 872b, 8399, 2f21, ecaade2017_208o, 98fc, caadria2016_631d27, 6043, 354f, ecaade2016_163o45, 6d5d, 7ddc, 1b10, 0eae, be99, 1c7f, f037, 685c, 8a02, caadria2017_190k45, 6504, ijac201513104p3, 1537, 4f4f, e208, 04cf, fc59, sigradi2016_369ww, 5acc, 3836, caadria2017_149i39, sigradi2016_814o, 334b, 0bf1, a9ef, 0a9b, 5d0a, 5cf1, f4d3, 38cb, 1b8f, b1e2, f7d0, acadia14_409m, 827f, a241, 0c97, 2d34, sigradi2014_292t4, ascaad2016_059r23, 0077, b678, 1c22, ijac201614407j4, 2cd6, 70ea, ecaade2015_59n11, 7b4d, b4ad, 5a8b, acadia16_280a18, 1de7, ecaade2015_185s39, acadia17_237ii, acadia17_330kk, caadria2016_829d35, sigradi2015_3.65x2, a68c, ba24, 1912, sigradi2015_11.142g25, 7460, 38c3, 91c0, 7244, e8fd, 3437, ecaade2016_073g21, ecaade2014_226x58, 9884, ijac201715203a, 24c9, 2e7a, b791, 0aa3, 3a77, 5660, 784e, acadia17_403h, b505, 37df, ce47, f201, b6dd, a520, 7aa5, 7def, ecaade2015_287n63, acadia14_531v, ecaade2015_205c45, sigradi2013_100, d17a, 216d, 292c, dc3b, ede6, fa7f, b022, ijac201614105n4, ecaade2016_223y58, fd72, 39a5, acadia17_648bb, 572e, 00fa, 8899, 93a3, 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