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 ecaade2007_084
authors Cenani, Sehnaz; Cagdas, Gulen
year 2007
title Representation of User Movements with Multi Agent Systems: Shopping Malls
source Predicting the Future [25th eCAADe Conference Proceedings / ISBN 978-0-9541183-6-5] Frankfurt am Main (Germany) 26-29 September 2007, pp. 559-565
summary This study aims to analyze relationships of users and spatial configurations using agent-based simulation systems under certain circumstances in a virtual environment with agents that represent users of a shopping mall. Multi-agent simulation methods are used to study emergent behavior patterns. A computer model is generated to simulate user movements in a shopping mall. Today, it is feasible to simulate the movement patterns of human societies at catastrophes like fire and earthquake within the buildings. In this study, exposing the dynamics of user-space relationship will help both students in architectural design education and professionals in practice, to observe and solve design problems before the construction of malls.
keywords Artificial intelligence, agents, agent-based simulation, shopping mall, user movements
series eCAADe
email sehnazcenani@yahoo.com, cagdas@itu.edu.tr
full text file.pdf (1,607,185 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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caadria2016_549p23, 603d, 43aa, 7a64, f472, ijac201513303t10, b584, sigradi2013_386c, 8c13, caadria2017_183w43, 941d, ac31, c203, 6833, 7767, e73b, afe7, b178, 76e3, 0235, caadria2015_218z33, 2ba0, 6e43, 05c5, e1b6, 9157, fcfa, dd92, a339, 9b24, dc0b, 4842, d1cf, 92a7, ed95, 460e, 06fc, ecaade2015_84b17, 1b00, 4c1e, b9cd, 57f7, 0448, 5721, a459, ecaade2015_333d72, b026, sigradi2013_401k, c389, 3be5, 29a5, ecaade2016_033a9, b65b, 2c7e, 488f, e335, ecaade2015_217n48, caadria2017_163w40, 697d, 515c, de40, 49e8, 5dca, abbe, f59c, b136, 1140, caadria2015_122r19, ijac201513206t8, c711, 9e8f, 2b41, a95b, 32e9, 8af2, caadria2015_108s16, ecaade2015_114v21, c8fc, caadria2017_124h33, 4300, d86d, caadria2016_003b1, 703b, dd0d, b1b7, ascaad2016_005w2, acadia15_137f5, ecaade2014_100d23, e7cd, acadia14_463ay, d793, ascaad2016_040x15, 45fc, 2bba, f05b, 1445, ecaade2015_248j56, caadria2017_048t15, 9eca, bc50, 0d5f, 6710, 3e81, 4cf0, 46d7, caadria2015_156h24, 4834, 512e, 585c, 8bde, 395c, 54ff, ba70, c159, b342, 2316, acadia15_110v3, b403, acadia14_53k, f73e, sigradi2013_280k, 9f68, f104, 4c5f, 445e, 8709, 68fb, 5984, ijac201513101b1, 5a7a, efe6, acadia15_110u3, 062e, 77e2, ijac201412406l9, 5360, cfd6, 710b, b05d, daf4, f89b, ecaade2016_132p37, 4346, caadria2017_096k26, b008, 96a1, 3d5a, dcad, 640b, 1d9c, ddc2, 837c, b36c, 57e5, f576, 3f47, 5163, a6b7, a4da, bafd, caadria2016_703f30, c6d8, e16d, fca4, sigradi2016_490kk, 8f69, a43e, ascaad2014_014i8, 942f, 282d, 4c27, 38ae, c303, 369c, 4ea7, 0450, 71b1, 6805, 563a, c073, bfcd, a94d, f1db, ascaad2016_023x9, ecaade2013r_016v8, cbfc, 7849, ba53, a96f, 0183, 73fd, 9596, d7b6, 1fd4, a194, 0a24, ecaade2014_180g45, 14ef, 451f, b7a3, d294, 858e, d59e, dae8, a6a2, cb84, acadia16_224m14, 7b3b, 4292, caadria2015_213h33, f840, e371, 76a4, 760c, 1222, 8980, 2e62, 59c0, 94c4, c5bd, be50, 0c12, e1ba, 5804, a0d2, sigradi2015_11.136v24, d155, e814, 929f, b203, 6c40, f414, 57db, 9449, d5cc, d8bc, ijac201412302h7, 6c6f, 6656, 2ea9, 457f, b21e, 12be, 1464, acadia15_81y2, d81f, 59b2, f0f8, 43e9, ecaade2015_55k10, 43c4, acadia14_167ab, 3e16, sigradi2015_8.41z10, a655, 91bd, caadria2015_072m9, ae34, 8124, 9e10, 65e1, 4be5, 5fe9, 2c74, eac9, acadia14_63w, 2fbb, ed40, e72d, 1c83, 5fc8, ecaade2016_118x31, e5ad, 4f19, ca9f, 3518, 50bc, ecaade2014_044c11, aafa, ijac201614203f9, sigradi2016_732s, 8bc9, d74f, e369, caadria2015_119d19, 523b, 4072, 0c16, 840f, ecaade2016_104u28, sigradi2016_764h, 7dab, 9c37, ecaade2014_208d54, 3f0c, c0e4, b942, caadria2015_226w34, fc0a, sigradi2016_779tt, ecaade2014_112j26, baaf, 571c, 18b3, acbb, 2732, 6e29, 8371, 7b12, 64b1, sigradi2015_9.141j16, caadria2015_090v14, 9cf3, ea71, f879, caadria2015_031r4, 08df, 2eb8, sigradi2013_359l, 2fa1, ascaad2016_001a1, 60d3, 7948, 2480, sigradi2015_4.219s6, sigradi2015_11.166b26, de55, 3542, 0e9c, ascaad2014_017i1, 0571, 7c34, 6d99, ijac201412408s2, 0b56, a763, 45a1, ecaade2014_239z61, 6429, 3b5b, 415c, ab25, 7f63, ecaade2015_87y17, 9450, 8da1, 8317, b839, ecaade2015_127c25, 0f16, 1e5a, cd76, 4b53, 7ce2, d777, 7f5c, f21a, 29af, 8481, acadia14_479as, 2d66, 44e1, 7d67, sigradi2016_751mm, 558a, 3d51, 6b8c, 6c29, 025a, cdfc, ecaade2013r_010y6, 6e5f, 583c, 0eab, f4d2, 01c6, 14a1, 42a8, 335b, d619, sigradi2014_132r1, c9c2, 9061, 0e96, ecaade2015_61w11, dd72, ae62, 8a31, 5ed6, d0ba, ecaade2014_089o21, 13df, 72ec, fbdc, 3b9a, 422a, e9b6, 444d, 97bd, ecaade2014_140j31, 7f4e, ecaade2016_224h60, acadia16_470m27, 3506, 28c9, e657, a2e2, caadria2015_070i9, 3752, 49b6, 8e60, 0bac, ecaade2015_297e65, acadia15_323z12, 5e9c, 58c5, 1c25, sigradi2013_194e, 0b63, d930, f36c, 2714, 429d, bb69, 6911, a0d6, 2fd2, acadia14_317t, e236, 31a6, 677e, d6b3, a784, c794, ijac201513104d3, sigradi2014_074h6, aec6, ecaade2014_049y11, ecaade2013r_003t2, fd67, 7ee1, 4d31, 64cd, caadria2017_155o39, ecaade2015_202d44, 6699, 4263, 5e54, caadria2017_029i10, d873, 165f, b9c2, 46f8, sigradi2014_201d7, be79, a4a0, dfd7, cef7, f141, c44b, 32eb, sigradi2015_9.152u16, c598, 3dd5, sigradi2015_sp_10.16f31, d2b0, c3e8, 7bac, 7196, f19b, bebe, ecaade2015_64p13, 29f8, f9bf, 6d77, 91f0, 0bf1, 61ba, 168c, 0dce, a13e, 58d4, 31f2, db46, 6ad5, e41e, b0d3, bc04, f008, 1566, b4cb, 57fa, fc4c, 2803, 0aa7, 0551, 7d0e, sigradi2015_9.141c16, ijac201412202x1, acadia14projects_247l, 17fc, ea78, 712d, 7852, 08c4, a1bf, c337, b99c, f894, 9cfd, 9bb7, b9fd, 0558, 6e6b, a507, ec7a, ijac201412406h9, 10f3, acadia14_579f, acadia14projects_219b, 4908, b5b7, acadia14projects_619w, e8ec, f81c, bcb8, 519b, caadria2016_209y9, ca32, fbcb, ecaade2013r_003m3, ecaade2016_033f9, 0962, b55f, 330d, 700a, c908, 8ffe, aaad, 367c, d4e6, caadria2015_194s28, 258a, b77f, ascaad2014_008x4, 4b9b, ee02, ecaade2016_006o1, 61c8, d6e3, 84b1, acadia14projects_317x, 6afe, 454c, cb42, 030e, c3d3, acadia14projects_565n, a9bd, 7232, 6a4d, 672f, 5fc2, 89a1, a913, 154f, ecaade2014_214k54, caadria2016_713a31, acadia14projects_609az, 45ed, caadria2015_064m7, acadia14projects_291as, 461b, 6d55, 7d6d, 475c, ascaad2016_043p17, 2151, 1a3a, 25e8, 531e, 3ea3, 9d15, dd15, 547a, 92e5, 716a, 1f5e, 80d8, 8a97, 5399, e2f6, 2b65, acadia14projects_647at, d8af, e13c, acadia14projects_565p, f66c, 7d36, 814e, 62a1, d024, c06d, 7dee, 8160, 74de, 89c3, 19a7, b895, ecaade2015_61t12, caadria2016_147f6, 8a5f, sigradi2013_303u, c143, 54e3, sigradi2016_407s, cea7, b2fa, f4d8, 3fb5, 7d63, 1ded, 6af0, 0cc1, 9376, 7bdb, 68d4, dfb7, ecaade2016_067a17, 1a6a, df61, 2390, d93c, sigradi2015_3.209b4, ascaad2014_018y1, 4c7e, a7e9, 2afd, d188, sigradi2013_295d, 9b94, fb91, 6cfa, d26f, 21bd, ccc5, ecaade2015_334o72, 32c0, acadia15_137g5, ecaade2014_092g22, 790d, ecaade2014_111p25, edb3, 51c9, 89e1, 6b0c, 59b5, a68d, 1463, 9a9b, 499f, 3286, 3c1a, 9fd0, acadia14_311z, 6a5b, 9132, b63f, d5b7, 131f, c8cd, 3de3, 3c87, sigradi2015_3.268j5, b4bb, 172f, 76ba, 8204, 212e, e19c, 05d3, 0c7d, 135d, 10fa, 87de, 4318, ecaade2014_111n25, 7ccc, 09a2, e5a0, ijac201614401g1, 4c80, ecaade2015_241e55, 920e, dbe1, 0aa6, ascaad2016_010t4, 4cf7, 10c6, d55e, a709, bf0e, ecaade2015_92p18, 38c1, 0123, 6345, 8dd2, sigradi2013_173o, ecaade2016_152o41, 3936, e484, 5748, 878c, 63ca, a573, caadria2015_078j11, ee88, b897, caadria2015_087s13, 4d4b, ec09, 176a, e6c9, d239, caadria2015_010a2, 531d, sigradi2013_285c, c13f, acadia14_145ah, 181b, sigradi2016_375h, 7d31, b19c, c417, 2bde, 54c7, c8da, cbd7, 0ecc, 2bf3, ef5f, 05e1, acadia15_497e22, 9724, 6e8f, 26b5, e49d, 8b81, 7ef5, 7190, 1483, cde5, 773c, sigradi2013_429k, 0caf, 3594, 81b8, f00e, f6e0, 0296, 0171, caadria2015_012g2, 90ae, ecaade2013r_014d8, ffd5, 495d, 66a2, ecaade2014_111d25, 6464, dce8, a9bf, 2032, 83da, acadia15_110h4, 34b9, 5b24, a9a7, 431d, ecaade2015_21s3, 64b4, c267, 8be4, e016, 693d, f752, 2c78, 1ec3, 6155, 4426, acadia16_432l25, b08b, ecaade2014_224y57, 6892, acadia15_251r10, caadria2017_174f42, ffd7, sigradi2014_123t9, 49e5, de81, sigradi2015_12.19y26, 18c5, ffc4, 6073, bccc, 29bd, cc59, acadia14projects_167z, ecaade2016_095g26, ccd7, 222b, b38a, 868b, ef47, 5a07, a6f9, acadia14_63aw, 4d5f, 7079, 3410, 1aef, 602a, 1296, sigradi2014_045d4, aeec, c84e, 4e03, 5cbd, caadria2017_109c29, 8ecf, fed2, d6c4, 27c2, bf9f, 7ca8, ecaade2015_333b72, ef12, 7b77, 4a9c, eef5, dbe4, 7dc7, 1f9c, caadria2017_003e2, fb77, ijac201614208g13, sigradi2013_400t, b2ac, ecaade2014_071z16, a918, 463c, aaf4, 72f7, ecaade2014_188p48, ecaade2014_221n56, acadia14_117aw, 863a, 6b12, 3f10, 7b25, 7bde, ce88, 08be, 3c07, 2260, f749, 6033, 78b4, d772, ecaade2015_17m2, b0b9, e380, a272, 99ef, af87, ecaade2015_158y33, 6c36, 22bf, 6ad6, b1bd, d651, aa25, b5e7, c4ae, 9f46, 1e53, sigradi2015_8.47l11, acadia16_280x17, 3035, aecd, 3310, 3bca, 13de, 0dff, ec5d, 8a5d, ecaade2015_269n59, d563, 8885, 7983, ecaade2014_109p24, 6571, fea1, caadria2015_049a6, 9de0, ce57, 8edf, 5dfe, 2447, af18, 714a, 90f8, 3859, ecad, 2c80, a6ee, 7ab9, d2bd, cb7d, ecaade2014_052n12, 17f8, dc53, 40a9, ae6c, eb9f, caadria2016_125u5, 37c7, ecaade2014_206x53, acadia14projects_237as, acadia14projects_473an, caadria2017_122t31, acadia14projects_565af, f985, acadia14projects_101ah, c539, cdf0, 32f4, a8fd, ijac201513201j5, c485, 3d8d, 3494, sigradi2016_367zz, 0923, 000f, 440b, acadia14projects_479o, 1292, 1e44, bf22, 4c94, ecaade2016_142a40, 7e0a, 4829, 456f, 08c0, 7708, ijac201614308a5, acadia16_184i12, 0066, aa8b, 73e8, 7b76, 1953, dcc4, 3bc1, c2b2, 2104, d866, sigradi2013_411n, 0914, aa97, ascaad2016_014h6, 776c, a3ea, 2b67, 6006, 3622, acadia14projects_365ai, f2a5, 3722, ae11, a9ea, 18d3, bcf9, ecaade2015_261l58, 36fc, 22a5, 3109, f7e7, d6d5, 3fbb, 6b59, dda7, 37d1, 3fd3, 46f2, sigradi2014_048b5, acadia14projects_145af, 3a37, 3bac, sigradi2014_037x2, 5fb7, c48c, 21d7, acadia14_153aw, 0f3c, 0460, 47cb, acadia14projects_719k, 4cd2, a407, 8ef9, d419, ac03, 462b, cd99, 1851, e252, ecaade2015_118c24, 87fc, 18fc, 7acd, 151d, 079b, 6c81, 01ec, a758, 1e51, 1307, ecaade2014_233w59, 99ba, 3e20, cafe, c32c, 17df, c37d, 726f, b25b, b239, dc04, ecaade2016_129v35, bc46, ijac201412304x1, 4416, 13d7, 11ef, b5a1, b62e, 3d52, a98c, 7956, 8b73, dbed, sigradi2014_197u6, ed54, 0115, 3483, 3fdf, 7d3a, c9fc, bc21, 8893, 31a3, 8469, caadria2016_703j30, a329, f83e, 7517, ijac201412204p2, a662, 2603, 6b82, 1045, 46c4, 6d66, 8bd7, 62e0, 571f, ecaade2016_028m8, fec6, dee1, 9e28, 6cac, caadria2016_013z1, 3763, 592d, 2e0f, 2eae, c63f, 2b17, a106, ecaade2015_113l21, 147a, 256e, 606f, 8f56, 762a, dd4a, acadia14_199ar, ijac201614104z3, d14f, caadria2016_829h35, 2d41, af6e, caadria2015_073d10, 0b73, acadia14projects_117av, sigradi2016_673dd, 7e45, e8ae, bb29, 4c42, 0c32, 694a, b443, bdc1, 9b00, f487, 982b, ad76, sigradi2015_3.111d3, 607b, 6d4a, ijac201614305r3, 069d, acadia16_260g16, e734, a7bd, c88a, 85e6, c5e7, sigradi2015_8.47d11, 0f96, 7ead, caadria2017_041j13, ebfe, acadia14_609ag, b620, 84bd, 2b8e, 6a3e, 5831, 0739, ce0f, 8785, d95d, c68a, acadia14projects_63ar, 3e76, d670, 38df, e361, a454, 9c90, a185, 8897, 7a4d, ijac201513205g8, cd5c, 3f7d, a55d, 69c6, 7c71, caadria2015_049x5, 122d, 9eda, 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acadia16_88w5, 836e, sigradi2013_285, 6d1c, 5396, 3e93, sigradi2014_036p2, acadia14_531v, b7f2, 1509, 3595, 32fa, 2aea, 7ba5, a300, 9434, bcc6, 2221, bbb3, a979, 2e2a, 4ccb, a542, acadia14projects_81k, ecaade2016_071y19, b792, b5d2, f0d0, e21d, 97bc, caadria2017_163j40, 89f3, f27c, ec33, fe17, 68a5, 574b, e3e4, c340, 0c5f, a187, sigradi2015_8.276y14, c633, be73, ef04, ecaade2016_067f17, ef7d, f6b8, 6f78, 1f25, 8152, f7e9, 3ee9, caadria2015_208i31, db1b, sigradi2013_280p, b2c9, c0d6, caadria2015_102c16, bec5, 5013, 74c2, a6ab, 3834, 5928, ec9a, b4c4, acadia14_463v, f8bb, 509e, 9e4e, 5f57, b53f, fae1, sigradi2015_8.186a13, fc2b, f3b8, db14, 6fac, caadria2017_003c2, 4ebc, acadia14projects_555g, f828, 979d, b092, aac3, 137c, 3cc6, 4ca1, 5233, b938, ed98, 329b, cf10, f848, 04da, acadia14_63c, 3938, 5210, 3def, aeaf, sigradi2013_342r, 0391, d1d7, f4c0, b752, db82, 8fc7, c5fb, ecaade2014_168s40, ecaade2015_180o38, sigradi2013_41u, 88f8, 93fe, 3cf0, 0a33, f5f1, caadria2016_851e36, 4473, caadria2017_023b9, cabc, 1feb, 7b09, 36e5, 5502, 377f, ecaade2016_140m39, acadia14projects_579e, acadia16_140d10, 99ee, adeb, 360e, ecaade2015_194d41, e008, ca3f, 66b0, 3d92, acadia14projects_75e, 1240, 7f74, 1063, c60f, sigradi2016_455i, 6faa, f68c, acadia14_281y, e43c, fb97, 7aec, fdbe, 29c1, f4d4, 141b, cc45, a256, ffbe, f5a7, 0c7c, e261, b86b, sigradi2016_654b, d96b, caadria2016_259p11, caadria2015_176u26, acadia15_357u15, ascaad2016_028r11, 31ca, a953, d98e, sigradi2013_303g, 9caa, acadia14projects_661l, 7d89, 2fec, f216, 04fb, fe3b, ecaade2013r_002w1, 4099, c551, c3bd, ijac201614404y2, ffd3, c826, 1217, 5e7d, 1d9a, a9aa, fc65, caadria2015_087c14, ecaade2015_84a17, a854, 545c, ijac201513105r4, d616, ascaad2016_042z16, 31a9, 3e89, b859, 0c25, e66d, b041, e113, 6585, 9171, ascaad2016_054o21, 1716, 1cbc, sigradi2015_13.181s28, caadria2017_027r9, 7a94, 0eea, 5d6e, 7bee, 8659, 66e2, b14a, 4817, caadria2015_111l17, ijac201513102g2, 64c2, 793b, 8a70, d658, 4efc, 5e7e, 6017, fa62, f1f1, acadia15_149u5, ecaade2015_309s67, 3033, c150, 01c0, 51e6, a4d6, d6d0, 5b17, caadria2017_142o37, 7772, b048, 12a2, ecaade2013r_011w6, sigradi2013_184z, 63dc, sigradi2013_194n, sigradi2016_807nn, ascaad2016_037e14, sigradi2014_045g4, 7ce4, d981, 7de8, 6115, b54c, f2f7, 6121, sigradi2016_479cc, e2b6, 450b, 820c, 6095, 367f, 7733, acadia14projects_317aa, b08d, acadia16_280m17, ecaade2016_mrth66, ffef, d258, d664, bdd8, 6426, 8624, 2b3a, 4e7e, ecaade2014_157z38, 061e, 5aaa, 0192, 54ef, ecaade2014_014a3, de61, d682, 9fa4, 0d31, ed0e, acadia15_431m18, 0ffe, b603, 6977, fa4b, d01a, dd56, 7261, a9f0, c43b, f4a0, fb47, 5488, a7ec, 97e6, acadia14projects_531p, daac, 83af, 0bc7, 4c82, b2e5, sigradi2013_289l, sigradi2016_448r, ecaade2015_171z36, 9754, 58b0, ijac201412301v5, 556a, aea0, 556e, 13c2, 8257, 8ebb, 15f3, 683e, 5719, 420b, ascaad2014_007e4, 8031, df26, caadria2016_073z3, 4b01, ee00, 93ca, 8611, 9820, 26d0, 6f1e, 3bb4, 2e82, bbf5, 56f9, 72d3, ecaade2015_27o5, ecaade2014_185t46, 7d94, 9a63, ascaad2016_008b4, 9d61, 4600, 1054, ab1b, 1cef, a7d5, 143e, 670a, 7d1d, 13e4, 3ae4, dd45, 9cc1, daa0, ec66, 5b75, 6b43, 1995, 98e2, 3eca, 102f, ascaad2016_018m7, 796b, 4b07, cadb, b69e, 75f9, 6dde, 8c73, 4be2, 90a3, ee76, 1c6e, 30d3, caadria2016_311w13, 6150, c3ac, e966, f62f, 3e80, ecaade2015_180z38, cb08, c218, 2279, ecaade2014_139a31, caadria2017_016d6, 0b3f, 7be9, e353, 558d, 3d5e, 5e05, 8712, ijac201614302k1, 9dfc, 5629, daa8, 4fc1, d58b, e769, b01d, d962, e37a, 37ea, 2d8a, feb6, a94e, 5771, a515, 74ea, 3553, 5bd5, aa8f, ecaade2015_59z10, 262c, 040f, 7892, 9680, 4700, 1454, caadria2016_333o14, b934, c87a, f299, ijac201513302n10, 74ee, 9166, acadia14_339ax, acadia14projects_627as, 6ff7, 1518, 6a39, 23b5, dea5, 814a, sigradi2014_250r9, 58f0, c231, a7b8, ca85, fb55, 9a0d, 92da, e2fc, 87ac, sigradi2016_430p, 5025, caadria2015_060s6, ecaade2014_089u21, 16c6, a737, 14a5, 9ce0, 09ce, ascaad2016_028d11, 328e, d076, 3272, 8e1f, ab02, 9c5a, bb30, 0c0e, 871a, 7ba0, acadia14_317x, 9091, 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eda7, ba2a, 081c, 5c08, 61e3, c09d, ecaade2015_297v64, 9e6f, dfe3, 687d, fdc9, sigradi2015_8.186d13, sigradi2013_425s, 3e00, 0d26, ecaade2016_123c34, 2662, 17f2, 64c7, caadria2015_087h14, fe46, 0bd1, 0ddd, 9c99, e065, acadia15_371h16, sigradi2013_117p, df70, 9110, 9ba9, caadria2017_003b2, a5ee, fcc9, 9b90, 9ad7, d97f, ecaade2015_177y37, ff4a, 2068, ijac201614306d4, 2dd4, e0b9, 5461, 6c52, eb0a, 4b55, e20a, de2c, b14e, 32d9, c8df, ed3f, b0da, 8d46, ijac201614302n1, 0856, 5926, ijac201412207g5, sigradi2016_431y, d488, 83c0, caadria2015_114z17, fd3a, a984, c6c8, 993e, ijac201412403p5, 6490, 2ca6, ijac201614302b2, e7f1, fcf7, b6ce, b587, afe1, 4b70, sigradi2014_186f6, f8c7, 7ee5, 5eee, 78c1, 5cc4, acadia14_23aw, b447, 01e3, db7e, f26a, dba2, 1ebd, 48d2, 0368, c419, c199, 2935, 2703, 2134, a139, e04d, ab0a, c80a, 704f, d91a, 942b, caadria2015_164b25, 9140, acadia14_699t, fb81, c75d, 3592, 39dd, ae56, 50c7, bb28, caadria2016_487k20, dfad, 0cba, 6dae, 6280, 47be, cbb5, caadria2016_405c17, 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ascaad2016_059k23, ecaade2014_186g47, 3c4f, 699c, eb92, 1a42, 447d, f59d, ijac201513304d12, 4544, ecaade2014_153v36, 9367, c308, 108e, 8c5d, 45cd, 6517, 2653, f9ad, a80b, 25f7, 0138, 87af, 1170, 6a34, 2991, d323, caadria2017_015h5, 7091, cd9a, a03a, 7a19, 49d7, 3dba, 75be, b3ad, 1068, ea84, 3f32, 1134, d2fa, 5330, 215f, 780c, ijac201513102x1, 1edb, 24e9, ea7a, 59fd, 2507, ea76, db65, e59b, acadia16_394h24, sigradi2015_11.34w23, ecaade2014_112h26, 015d, f066, ecaade2016_221u56, 0476, ebfb, 1336, 86fb, dcfe, 0b55, 2cf5, 7aff, f7b7, 070a, 9aba, fbb6, 1e6e, b8ef, 59cc, f10b, 441d, acadia16_88f6, ijac201412201p1, dd55, caadria2015_078i11, 8b66, 45f5, ffe2, 02f0, 8cea, 09f4, ecaade2014_011j2, 5938, acadia14_565af, 6e2e, e8ba, caadria2017_048l15, 7ff1, ecaade2014_240m62, e23a, 6539, d27f, 34c2, ca2a, 942c, e231, ecaade2016_011f3, acadia14_189ay, 8b96, a4b2, sigradi2014_084x7, 65f5, 18e3, 8d7c, sigradi2015_3.221z4, c531, 80d9, 9c3a, ecaade2016_191h51, caadria2017_052u17, ijac201513105o4, ef62, 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2c3b, f2b7, 3bb6, a0d0, d1dd, 0e4e, 8012, 53c2, caadria2015_114k18, acadia14projects_135t, ascaad2016_048h20, acadia15_137e5, c019, b48a, acadia16_260n16, 00c5, acadia15_311h12, caadria2017_189h45, 9cc4, 080a, fb78, 840c, 5fd4, f515, 11d8, ecaade2015_241n55, ecaade2015_196r42, 1728, acadia15_483c21, ecaade2014_111b25, 297d, 0846, ee1f, 3dab, f72c, 558b, b630, ijac201614406h4, sigradi2013_390b, 3f04, bf32, cd7d, sigradi2013_41j, 2675, 1da0, 8b1a, 533d, f8f5, 0c38, 120d, 3be9, b42e, c86c, 422b, 9282, 5ce6, 4c67, 4bd6, aadb, 5cb5, c86e, f674, 8b2e, acadia16_140a10, 79df, caadria2015_188c28, 65b4, 4de9, 0a78, acadia14projects_33an, 585a, bd32, 2ad5, cd69, c90f, sigradi2015_10.74o18, f39e, sigradi2015_6.42u7, 1fc7, a933, 1882, e86b, sigradi2014_291p4, 6066, sigradi2016_507vv, 6fa4, fee4, fa0c, ecaade2015_48x7, e74b, eceb, c6f4, 759d, d99a, 5038, 8d5c, d31e, e398, 718f, 62d0, 4602, 63ba, caadria2016_177z7, fa11, ebc7, e5b8, 91de, ecaade2015_314e68, e80f, 35da, caadria2015_139s22, 4d86, sigradi2016_507uu, 90a1, 1d2f, 093b, 2c73, d7bf, sigradi2013_243d, 197e, acadia15_343a15, a147, ecbd, 7d46, ecaade2016_071y18, 88a6, 7f8a, 643d, ea5c, 56d7, 67fd, 1c74, 123d, 34a6, 4ee6, 604e, ecaade2016_095c26, caadria2015_226o34, caadria2017_165k41, ecaade2015_206c46, 1d8c, 86fc, b6f8, acadia16_140i10, ecaade2014_052o12, 891c, 2238, 9836, 5018, b6fc, f4d7, 8801, 29a0, acadia14_435ar, 8330, a3f8, 22a0, caadria2017_079b24, cd9f, cdf4, 2993, acadia14_145z, 2d5b, acadia14_347al, b613, 7932, 1e41, ijac201412204w2, b334, 31a2, 2218, 83e6, ba06, 80fc, f5ef, 1114, 1aa5, e758, 4331, d178, 1355, 9af5, ecaade2016_238u63, b651, 58ac, ascaad2016_023p9, 188b, ced2, ecaade2014_214h54, caadria2017_165n41, abfd, de73, acadia14_101o, c421, 1fd3, 8e48, 4b88, acadia16_270y16, fac3, a287, 73dc, 307d, 0f3e, 70f2, d9a4, c018, acadia15_343d15, 24d4, 037d, 2300, acadia14_43am, c8e2, d33c, d11b, 0d8d, 8720, 9153, 13c9, 746b, b357, acadia16_214y13, 3db2, ascaad2016_038f15, ecaade2015_237f54, c7c2, c8c4, 1a6b, 733a, 040b, 96e5, 1ebe, caadria2015_043j5, c873, 3c1f, 0191, ecaade2016_013r3, 1072, e7e9, 15cd, 09a4, 75ab, 783f, 1f48, e2d6, 9474, e51b, ecaade2016_167d48, 36cc, 699f, 91bb, 4967, 0ea4, 7062, 8ce4, d3ad, ece1, d2b9, d8ad, 1f81, fbed, 0a3f, ecaade2014_182y45, 7360, e60f, 50c4, 71b8, 75ae, efc8, 803e, 1f89, 3f4c, 7af1, 12ee, 14cf, caadria2015_090p14, c824, 67df, d8f1, a7df, fd06, ec96, 7484, b0c3, sigradi2013_43u, 8b5b, 2dd9, 68d9, acadia14_627f, bd81, 2b38, 72e2, a7bf, dac7, f0c5, caadria2017_190u45, 57bd, 4c50, d252, caadria2015_208g31, 3c51, efd2, 0070, 95c2, 0382, 962f, 1e9b, 8add, d02d, e48b, 0bf8, fb3a, sigradi2016_817a, 3540, 2484, 91df, 6206, ecaade2014_163d40, a4ba, 1e48, b46a, 29ce, abf9, sigradi2015_10.309t21, 26bd, 7a28, 3feb, 8890, 7577, acadia16_460z26, 8f25, c128, c4a2, sigradi2013_400l, e33c, c6bc, 48a8, 5225, ijac201614307l4, 97ca, acadia16_224v14, caadria2017_163e41, caadria2017_021o8, 7ca4, ecaade2016_055k14, 2739, 0748, 57eb, ad19, a290, d78e, 90dd, 839f, a053, 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33c8, ecaade2016_158j43, 93bf, b50a, 98a8, 3ee7, 6764, e034, caadria2017_055m18, 7c66, 029f, b539, 895b, a697, 481a, ecaade2015_217g48, 9644, b8ac, ecaade2014_202o52, caadria2015_188u27, 372a, 3a1b, sigradi2016_602j, df7f, 43d5, 505e, 4695, ecaade2015_130j26, 780f, 6479, 9e96, 31be, a391, 2344, 45c3, 8269, 8b0c, 647a, ee81, ecaade2014_023t6, 1e4e, ea4a, f8ab, 5c85, 3775, 6906, caadria2017_113n29, ae39, 5d75, a8a9, acadia14_479ar, 8c42, 80e2, 20c6, edde, 3ce5, df24, 5a80, 480b, 79e0, e5d7, 4f78, 08e9, 181c, 8941, ascaad2016_024k10, eeb3, ecaade2014_191u48, caadria2015_178v26, 719f, adb8, 805c, 1818, 0ff8, ba33, 2c5c, f9d7, caadria2015_139p22, 357e, 0d4d, 179e, e115, 5b3a, 1df1, 8668, 69a5, 7b9c, 1ad6, 2984, bdb2, sigradi2016_375e, e727, 3819, 12fa, 5e3d, fcbe, af9e, sigradi2016_381t, 0414, ijac201614405l3, acadia14_463s, 1b65, 2ecd, 8260, c415, 41b3, 1cf2, 7880, dbfc, 4f1e, caadria2016_539b23, 78c8, caadria2017_147z38, 8b8c, 5292, 5e2b, ac19, caadria2016_851c36, 4628, 6f3b, 5ae9, 1957, 3eec, 2027, 0347, d2e6, 148f, f1dc, fc80, 8098, a275, acadia15_451l19, c9f6, 958b, 7a15, 32ce, 1113, d7b2, e98f, caadria2016_177c8, c338, 59a2, bb1c, acadia14_661o, a8a2, 0796, ascaad2016_038k14, 2063, 9a20, 90b9, 6c75, 702b, d109, e7e2, b396, 6dd8, ce8c, aa6d, 0f7b, ca67, bf07, 4c51, b6fb, ascaad2016_052g21, a229, b737, c104, 94b1, 674a, 40c6, 6185, 2ca5, caadria2017_096d27, 1fb5, eefd, caadria2016_321g14, f5ca, e3e7, 2fe2, 07c8, ijac201614403j2, acadia14projects_53u, 7353, d0cb, f7d3, sigradi2016_805ff, caadria2016_013i2, 8bcd, 8cba, 54fa, b77b, 11e5, f4e2, ecaade2014_084v19, 4baf, ecaade2016_144i40, 4274, b60a, 85a4, cb10, 0da9, f844, e660, 315a, 4471, acadia16_344m20, 9160, 9cb2, a41e, 2e28, 91e5, ascaad2014_003s1, 148d, a202, caadria2017_149e39, 6d13, afff, d0c7, ecaade2016_230r61, 336e, ce68, 914f, 6b19, c7a7, 0d1b, c326, ac34, 2a03, e65d, aa6c, 6e7a, 2cc5, 6433, ecaade2016_130z36, 34e6, d4a5, 7336, 5bf0, ijac201614302y1, b581, a2b1, 64dc, f5e6, 471a, 4b3b, aee1, 543d, 1ac6, 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756b, 369e, 3f31, 8d2e, d948, sigradi2013_158e, ca3c, f422, ecaade2015_301x65, 8ed3, ijac201614308s5, 71db, acadia16_344e21, 4e06, a642, 1229, 31d2, 2ac7, c2bc, ecaade2015_329m71, 9c55, 7d98, 7beb, 8582, b8cd, d8a8, c5b2, ecaade2014_080d19, caadria2015_014s2, 4268, ecaade2014_149k34, 388f, bd01, 2c5d, c313, acadia16_130r9, 323f, aee3, a9ae, 3ca9, 372d, 4a1c, f2cb, ijac201412204k3, a919, d544, ae68, 495c, a485, 0a69, 9f0d, 5340, 91ca, 748a, fa87, b40d, c1c7, 3010, 1e6a, de6d, 897a, acadia16_488x28, 6fb4, 9fea, e976, e7d3, 0fe0, b395, d895, 91ba, sigradi2015_10.138z18, 7d96, e689, e0ff, 6961, de93, d074, caadria2015_130z21, 1756, 0cfd, acadia14_435ap, 980e, ecc4, c3c8, sigradi2013_183t, e0ee, 4be7, 713e, 8806, 9186, 4cdf, 580b, aff4, sigradi2015_12.259d28, 8c8e, eb81, 60ba, b713, acadia15_483h21, 288f, 355a, ac3e, efa7, a389, sigradi2014_045a4, b949, sigradi2016_732u, 2778, f4e1, caadria2016_745a32, ecaade2015_269i59, 45fe, 12df, ed14, 5d4b, 4d3c, 25a7, 70e7, dbf9, bfec, 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caadria2015_206c30, 61ea, sigradi2015_10.140t19, c669, e44e, afb7, ecaade2014_180p45, b34b, 1db8, ecaade2014_168y40, 9e26, c4dc, 840e, 4595, caadria2016_435n18, fbc0, 308f, 57ce, acadia14_339ab, 3547, 7282, 5852, 5028, sigradi2014_293w4, f0e1, 89a3, caadria2017_080i24, acadia16_12y1, sigradi2014_189k6, 479b, sigradi2015_3.209w3, cdef, sigradi2016_448ff, 432e, 8d60, 1884, ascaad2016_025r10, ecaade2015_48l8, f1f8, 1943, sigradi2015_8.41v10, faae, a0a3, c2d2, 6797, 14b1, 9407, e111, sigradi2015_sp_10.311k31, 6d54, 3c40, acadia15_185b7, d7d9, ecaade2014_204u52, ea6b, 043c, caadria2015_246e36, ecaade2015_77u14, ijac201614207m12, 4159, ecaade2014_186k47, 61c7, 59bf, a067, sigradi2016_507tt, 6544, 4677, ebb0, 47b6, ijac201513202n6, ccce, e8ea, fcfc, ecaade2014_012t2, ecaade2015_273h60, c677, cfe6, sigradi2013_303k, ascaad2016_054m21, 851a, ecaade2014_198l51, caadria2017_124v32, sigradi2014_299c5, cf3b, 45c7, 636f, 7bbf, ecaade2015_53m9, 615b, 824a, 35ba, 9013, ecaade2015_110h21, 5266, dbc8, 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acadia14_317s, caadria2016_197h9, 5777, 1794, 4881, 4f8a, acadia14projects_219aw, f44d, ca29, 7f25, 7998, 58da, d5b8, ff1e, 2633, ecaade2014_038n9, cce2, d9d4, 2f43, 19d5, c0a5, acadia14projects_177p, acadia14_661e, bcef, caadria2015_030k4, 7555, d27b, caadria2016_095z4, 53b3, 66f4, 2a54, 9d58, acadia15_57v1, 8b29, 45f8, e3c4, 7e91, 4309, bedc, ascaad2016_044s17, 53bb, af9f, 19a3, 498f, 3a65, ecaade2014_180c45, 051c, aa0b, 1dd1, sigradi2013_117j, e9e3, 23df, 5b4c, d3ec, f9e1, aae5, 6156, e329, 1e0f, 4ee2, e629, bcf8, c4e7, ecaade2013r_006s4, c268, 18a2, caadria2017_174u42, 52f1, 7afc, 9406, 46a6, b67c, e01c, e280, 124c, 76c8, 32ec, 0b61, 24a8, e59a, 973d, acadia14projects_671k, 1d83, 7108, 1a54, 699b, aa9f, 2cf1, cffa, bf29, ijac201614203d9, ecaade2016_222v57, e493, 2f8b, ijac201614307z4, f225, caadria2016_291z12, f522, ecaade2016_119s32, 3a8b, ecaade2015_169c35, 54b0, f131, eabd, 7699, 05e9, ae53, ecaade2014_096x22, 6a83, b8e9, b6d9, d6ed, c653, 3da3, f8d7, 0897, 4495, 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