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 cf2009_273
authors Abdelmohsen, Sherif M. and Do, Ellen Yi-Luen
year 2009
title Analysing the significance of problem solving expertise and computational tool proficiency in design ideation
source T. Tidafi and T. Dorta (eds) Joining Languages, Cultures and Visions: CAADFutures 2009, PUM, 2009, pp. 273-287
summary This paper presents a pilot study to analyze the role of problem solving expertise (PSE) and computational tool proficiency (CTP) of expert and novice architects in the ideation process within a distributed cognition environment. To analyze PSE, we studied the frequency of occurrence of unique problem solving tasks per limited commitment mode (LCM) revisit. We also devised a quantitative measure for analyzing CTP based on the frequency of unique and normally distributed modeling activities per design process flows for a parametric modeling tool. In our study that involved freehand sketching and parametric modeling as two external representations used in the ideation process, we concluded that expert architects have higher levels of both PSE and CTP than novices.
keywords Problem solving, distributed cognition, design ideation, parametric modeling, freehand sketching
series CAAD Futures
email sherif.morad@gatech.edu
full text file.pdf (2,285,917 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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c7e4, f0f8, e1b1, cfd6, b6d8, 4525, a836, ijac201513102w1, efd8, 1eca, db78, 9f6c, 57ff, acadia14_145l, 5872, c41e, 62af, ecaade2014_038y9, 14fb, caadria2016_507g21, 733d, 8b3e, 06bb, d1e4, dc16, 24f9, 1ceb, 912d, caadria2015_126r20, 260b, 1568, 8cd7, 3fa2, 6d1e, c60f, 18a9, 7cf8, c733, 9fe4, 28c7, b334, d3e3, 779f, 5e64, aaa0, acadia14_23aw, 0c3d, ecaade2014_066o15, 6fa6, 0c77, 1a3a, acadia15_123s4, ea8f, 08aa, 7ca8, 5715, ee90, 1404, a542, 7d82, 592f, sigradi2013_112e, b538, b5fb, sigradi2013_158e, 3b3a, b9c9, caadria2016_353y15, d2fc, 9932, acadia14_301e, 7420, 23e5, ecaade2015_79i15, 7c9d, 0642, 3996, b219, aae7, 9933, 70ec, acadia14projects_81n, a1a2, d3e6, d5c6, 1328, sigradi2015_8.41z10, 1da6, a7b7, ijac201513103t2, ecaade2015_164u34, 25f6, 5f36, b924, bb5f, ascaad2014_017b1, 946f, 3e59, caadria2016_033w2, e3da, bec8, ba38, 7c01, d1b3, caadria2017_067h21, ffba, 58cf, 76ae, 8c3d, 82cd, 2849, 52d7, 0721, f93c, bf61, f891, 1366, 6d32, e1a8, 3f5b, f97d, 6005, dbf6, a0da, ec8a, 46e0, 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a7e4, 1c09, d06a, acadia14projects_453h, 7efc, 4f64, c421, 6a7f, 52d4, b4c3, caadria2017_016s6, 41fb, ea16, 4110, 925d, ecaade2016_127g35, acadia14projects_101ao, e8b0, caadria2015_114w17, 435a, b912, 2589, f291, 536e, c45c, 5d2c, caadria2015_030e4, f27f, 1275, 422f, e00f, caadria2017_057b20, 6d72, 7987, 601b, cb82, 2d29, 08d5, sigradi2013_32, caadria2017_163f41, 8aa6, 150c, 671c, 2b88, ecaade2015_171h36, c097, 6a93, ijac201412402d5, 9ab0, 768e, beda, 8ab5, c1e9, caadria2017_155m39, ae6f, 9d06, c23a, 648b, 0bda, ecaade2014_208e54, db30, d6ac, cdb5, a4ea, be2d, sigradi2014_345v9, eff8, a7aa, 530a, 1add, acadia15_81r2, de33, 1b77, 7f94, 452f, 535c, 4931, 03b6, a009, 13a5, 6210, 72fc, e2df, sigradi2015_8.81w11, 06ab, e4a7, 2ced, ccc3, ascaad2016_002k1, 351c, acadia16_12h2, ff0b, 9056, 3c7c, 1ae4, caadria2017_124u32, cad3, 4d1b, fd5f, 9f0b, 5296, 2042, df91, cf31, 68b0, ead4, 2979, 6c71, e00e, dcf3, 5ee1, 75ec, 0881, 0f14, sigradi2014_345j9, ecaade2014_151o35, 3711, 8e55, d055, b79a, edda, 0aca, c807, 88cb, a0a8, 6c0d, caadria2016_703r30, 1569, 46b1, 4672, ecaade2015_332z71, bc65, c3a3, 059f, ecaade2014_055z13, 6656, ffac, f207, e254, 57d4, 27cb, b44c, d737, 7fc0, ecaade2013r_011e7, 8815, b053, 5890, sigradi2014_307p5, cb22, b4a9, 4697, 8a8c, ascaad2014_023y4, 3508, 37b8, 9680, fd12, b1b7, ca73, 0e94, caadria2017_005h3, sigradi2015_9.152c17, 6b5f, 02f2, f303, dce7, 8c68, 594c, 791a, 5cfb, ecaade2015_193f40, 04bc, ecaade2015_284u61, 1ec0, bd5f, e358, 7e92, 010e, 2c86, a83a, 3c3d, 1ca2, acadia15_395e17, 17f6, dfab, ff3c, 8147, 4979, bca3, 8e25, caadria2017_123l32, 3c37, 0dc1, afe9, acadia14_453f, 9a40, a10e, 6006, sigradi2013_43t, ce0a, ca20, 875b, 01ab, 50e4, acadia16_402s24, 27d8, ecaade2014_038x9, 2ac7, 0407, ecaade2016_058w14, 758d, ecaade2014_144w32, ijac201513201h5, d1f5, d659, 4721, 976e, 57bf, 7169, 3f76, 4ac6, 6792, 7326, ed73, ascaad2014_018f2, e761, ecaade2013r_014e8, acadia16_344n20, 46b7, 9068, caadria2017_085d25, abf8, 39a8, b47d, 6895, 662d, 917d, 2e26, 7848, 9267, 3ae8, sigradi2014_176f5, f89e, 3b8c, sigradi2016_732t, caadria2015_208i31, 9231, 4487, acadia16_270d17, 1f73, a204, af71, 893f, e79b, d705, ecaade2015_25h5, 8faf, ecaade2015_271z59, fc7c, 3eeb, sigradi2016_357k, 23e4, 3611, sigradi2016_550j, 46e9, 2122, ecaade2015_293f64, 24a5, 693d, 8f2a, 4d29, 9e3f, ff9d, c7dd, 8f4f, 4908, 4547, 1108, d1b0, 7e85, ecaade2016_098x26, 466b, 351d, e5be, 6236, 67c9, 8298, caadria2017_051n17, 0b6b, 521c, 114b, bf90, 94ae, e682, 29b1, c62d, 9c89, 5a55, caadria2016_861y36, 7981, 1599, a5fd, ascaad2014_013u6, 5ee8, ecaade2016_111m30, ecaade2015_83m16, ecaade2016_234x62, 6195, b695, 8328, ecaade2015_169d35, a386, 5b0c, 3260, caadria2017_067r21, bd86, 6b3a, 5056, c2f6, 96a7, bdd7, 759d, 4d6b, ecaade2015_138r28, f427, 7c4d, 24c1, 1ce7, cf26, 4b11, 6666, acadia14_691av, ecaade2015_201v43, 9dd4, a565, 135e, 6b09, sigradi2016_595gg, bc62, de90, acadia14projects_435aa, 9b09, fe0d, 443c, acadia14projects_63ao, ijac201412301r5, af91, 13d9, 90db, caadria2016_073c4, c667, 3340, 96bd, 2d63, cbf9, ea3a, 0e03, 7035, ecaade2014_168i42, a2bb, abb5, 3f80, b29c, ef9f, acadia14projects_555g, caadria2017_185t44, b8b9, acadia14projects_463h, de89, cc40, 5019, d139, 27f6, 90a6, 14ab, c7c2, df47, d4ca, a51c, 2512, ijac201513205e8, 6ab6, ecaade2015_155n32, 39da, 579f, 4d25, dcf0, 7a0c, 51d4, c6cf, 0bd1, 5147, be60, 0029, b887, cad7, 7f35, 308f, 8d30, acadia14projects_71t, abbc, sigradi2016_815q, ecaade2016_151m41, caadria2016_435k18, b735, 7bb8, fec6, 61fb, 7c91, 31ff, sigradi2015_4.219u6, d761, 5007, f993, 5bf8, 0219, 46f2, ceae, d971, 9b30, 568a, 90d4, a228, a8a0, 5471, 72ef, ijac201412403d6, eadd, 314d, ecaade2015_178g38, 1fc1, a764, 0b41, sigradi2013_294s, b811, fb8c, c283, fb90, ecaade2016_158f43, afd4, 2ccb, ecaade2014_194a50, 8904, 7d58, 74a7, 5006, caadria2017_009i4, 8100, cf90, 4ecc, acadia15_243x9, 8d25, 1992, abe2, sigradi2014_015c1, 116f, 9d17, 2d45, 0aa0, f0bc, 2307, 058c, ijac201614102v2, 68c0, sigradi2015_4.52n6, 83b5, 166b, 2287, ddc1, 0c67, b169, af36, f5a2, 3f52, 7f85, sigradi2013_343j, 4a92, acadia14projects_53u, ecaade2015_161j34, ee54, 2339, ascaad2016_054d22, 1d1d, 2718, 18e6, da8b, ascaad2014_008p4, caadria2016_797t33, 631e, e6ff, eb6c, 3ac5, 897d, 3ad9, ecaade2014_208f54, ecaade2015_296r64, acadia14_145s, 93d1, 6468, 09d2, 9d31, ecaade2016_228k61, 4e8c, acadia14_463ax, f965, f6b3, ecaade2016_130x36, 4bd1, d3ad, 7385, 735a, ecaade2015_196u41, acadia14_671t, 2151, 8753, ijac201513304c12, eafb, a3ac, cf62, 5f8a, e35c, 259d, 6199, ca52, caadria2017_027o9, sigradi2013_212, 9332, f080, ecaade2016_028g8, eec9, a547, 80a6, 2539, 791f, f1e5, a49b, ecaade2016_230u62, d8a5, ascaad2016_002m1, be4a, ecaade2015_247c56, b610, be62, 2f18, sigradi2015_11.166e26, 1a33, 21e8, cb59, aa61, e4f8, 334a, ecaade2014_066z15, ecaade2014_239k61, ce58, 6ca1, f7ef, c239, bf9d, 3c63, acadia14_719l, 1570, a7af, 7bbd, fd14, a7a9, 712e, a7f4, 4463, a928, ijac201614103j3, f749, 4557, cae5, e555, dab9, 65db, f3e3, 1a52, sigradi2016_512qq, caadria2016_517a22, ad70, cbe9, b13f, d096, caadria2015_108l16, 0dcc, ecaade2015_59y10, fbd4, 4d61, 6f3f, acadia14projects_565ag, b79b, caadria2016_819p34, ecaade2016_089y24, 37e9, acadia15_497j22, 9255, 9759, 9449, 4b80, 5c77, c8ad, 6b9c, ijac201412303o8, 59e9, 25d0, ecaade2016_162n44, 8aa0, 03a3, 9f3f, e391, fda8, 804c, 78c0, ijac201614203s8, acadia16_224r14, cf1a, 1531, e38c, e7db, 952f, f93e, 020b, ee63, d82e, 7345, f991, 09c3, bc5d, caadria2016_477x19, 9116, 91dd, 298c, d5e7, 7265, acadia15_47i1, d513, 7a80, db9b, a833, fb70, ecaade2015_293v63, bb61, 10d4, caadria2015_090e15, de4b, acadia16_8b1, 8e88, 5c5e, ecaade2014_149g34, 2908, 75c0, 75fc, caadria2015_168k25, 0701, 840f, 37b7, ed2e, d929, ecaade2016_222n57, acadia14projects_661m, ascaad2014_007f4, 8c89, 56c4, 27b5, ed52, sigradi2014_015d1, 7ff0, 7d97, da97, ce33, 201c, af01, 73e0, b9b3, caadria2015_014k2, caadria2017_028c10, d34d, 56b4, 7a3d, ijac201513205o8, 46d7, ecc2, 3945, fad1, 1164, 535a, edc3, 1b51, ecaade2015_53u9, eade, sigradi2013_267d, e157, 3216, 9718, 217b, 9523, d72f, sigradi2016_510yy, b144, fe01, 2a02, 989c, 6e1c, ecaade2015_206n45, 9d4c, 3518, 7482, ascaad2016_038w14, 9576, 4458, 39c0, sigradi2014_159g4, 151c, cb4b, ijac201513105h4, 55cb, sigradi2013_138m, 2960, 90cd, acadia14projects_435a, 0915, ascaad2016_010r4, 9453, 017f, ecaade2015_86m17, a7c3, d2b0, e847, 9716, fc02, 4953, 2fb5, c7cf, 947c, bf79, 8ef8, 316d, ecaade2016_123g34, acadia16_478g28, c3a4, 3c40, 6397, ea7a, 3e4e, 4a3b, ecaade2016_123t33, 9694, 1cdf, 8d90, b580, ascaad2016_057t22, 24ed, 0205, 3a1c, 2343, b28a, 6563, e987, db18, sigradi2015_12.167j27, ecaade2015_138s29, ebb8, 0d18, 27fb, ijac201513302i10, 3dc4, ecaade2015_324u70, 04f9, 4a46, fcd7, ecaade2015_158r33, 0bc4, e7c7, ad44, a9e1, adab, 0806, e74d, 823e, c983, acadia16_394i24, 1970, 7bb2, 5b6a, a363, b99d, 6d57, ce1a, 4cdf, 8d2f, d1a3, 46b6, bd6e, 2667, caadria2016_467s19, d3d1, 010c, ecaade2016_018a5, 114d, ecaade2016_074o21, 8513, aae3, acadia16_184y12, d646, a709, 7b6d, 9c53, b22e, 49ee, 79d5, 34c6, cd2f, 706f, fec7, ddfa, 98d8, a140, baa1, b75d, 2e0d, 3ae5, 9efc, sigradi2014_049n5, 8cb0, 355d, 5cbd, d03d, 686d, 3bd7, ec2f, 06ff, 5cae, 2693, 5738, d5c1, 59df, 688f, e483, c441, caadria2016_631k27, caadria2015_130p21, 2651, ae0c, caadria2017_149g39, af7e, 35af, ecaade2014_168g42, fe57, 94b3, 38ac, f438, 8a8e, 9591, 441d, 22e8, 94f2, b04f, a3a3, ijac201614403c2, ijac201513302k10, bd49, ca1f, 9c7e, caadria2017_110e29, d6bf, 12eb, b4d4, cd52, f305, cf2c, 60ab, 5b03, 1df7, ecaade2014_049a12, acadia14_199ah, 0fd8, 7658, 9550, 6493, ecaade2014_067c16, ecfb, 3477, 773d, dc2d, da77, sigradi2014_266e2, be8a, 3cf7, a5f6, ecaade2015_304c67, acadia14projects_219az, ecaade2013r_018j9, 147b, 6f5d, ecaade2016_091j25, 96f0, e76d, 0e7f, 88f9, 8378, 033c, 280b, 363a, 3585, 2c01, 5906, ecaade2016_021s5, sigradi2014_103y8, 6257, c81f, c721, 05b2, 0565, b92e, cdb4, eb17, 2fb7, 9a89, 592a, 6d51, 11a3, 31bf, f4c0, 6729, a520, c1e2, acadia16_62v4, c845, ae3e, 4e34, 85de, d3ae, bb79, 36dd, acadia16_62n4, ascaad2016_021k8, 4971, e8a4, 517b, b3cc, 5b54, 5625, 5a7f, acadia16_98j7, 5dfb, 6eb8, 7896, 2ff7, e925, ba08, 8145, 08b5, c4bb, 8374, 2b5f, f3aa, aa74, 4f1e, 559e, ee39, 220f, d0fd, 46f1, ecaade2015_101d20, 480b, 4861, 2033, 37ba, 09e2, ae16, 72ab, sigradi2015_8.143c12, 513c, acadia14projects_671m, b3d5, c08e, 5604, 71e7, 0254, a3b3, 65a8, f046, acadia14projects_479a, 9f2a, sigradi2016_431s, sigradi2015_10.267s20, 4668, ascaad2014_026y6, e5bd, 084f, sigradi2013_30c, acadia14_473ap, 9c8c, ecaade2014_149p34, 18b9, d181, 975a, 1efa, 127e, b9ae, 74aa, 2c45, 5689, a36e, c739, 0d61, caadria2017_063w20, a3f6, 4f8b, dd75, ecaade2015_273e60, f69d, 2d5f, c4a5, ecaade2015_180x38, 7c19, ecaade2015_217v47, ab52, aeb5, f7cf, cb2a, ecaade2014_226g59, 8c33, 40f8, c0dd, 16af, sigradi2016_417oo, 7aea, a08a, 61bb, 1ac5, sigradi2015_10.309f22, c780, acadia14_189aj, ec58, 92f8, 5bc1, acadia16_214j14, 0a90, 9a28, d57f, de24, b2ed, 1ce3, d945, 27a5, acadia16_124a9, ae53, 7c83, ascaad2014_009e5, a334, 68ff, dcaa, 78d3, 7ff9, c7f0, d69f, dec9, acadia15_123j4, a8b6, 3f30, 48af, 62ae, acadia14projects_63w, 5cc8, 7579, 62ef, 9ad5, 73c9, 3105, ecaade2015_194p40, e3f7, 8563, c457, 5dcb, 7777, 0e29, 6fdf, caadria2015_126z20, 66be, 758a, 9c79, 1814, fa55, sigradi2016_636l, d803, sigradi2014_250o9, 5e13, caadria2015_084b13, f66c, 7774, 04f0, 74e5, c7eb, 0cd8, 1784, c963, ijac201513104t3, 019d, 4e7f, e97f, acadia15_333p13, acadia15_149x5, 8383, 2adb, e55c, acadia14_365ai, b922, cffb, acadia15_173u6, 01fe, 5d34, 07b6, 3809, 7939, f9ab, 56a3, 9627, 4395, 8b12, ebef, 5c88, e962, cbe1, 0dfd, 3994, 8875, dcf8, e021, 16ce, ecaade2016_140y39, f315, 9626, 3d27, b298, a6d2, b510, fb63, 58cc, 095d, 9974, 0e43, 8aee, 9fda, caadria2017_094w25, 9b80, c132, cd67, 1fe9, 679e, 4238, c251, caadria2017_016k6, sigradi2013_359g, 0b04, cc22, f963, 42cb, 8a6b, a407, 26c2, 6367, ecaade2015_129v25, ecaade2015_48i8, 8bdf, acadia14_153g, 2873, bc76, 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6f8b, 8293, 5ae2, 45a8, ecaade2015_318w69, a802, caadria2017_113w29, d36c, 96ca, fb7b, 4a9e, b316, 7da1, b05e, ecaade2016_147y40, d3ee, 7dbb, 54bc, dbc4, 7d7d, eddd, 2717, 957b, 1708, sigradi2015_8.27p10, c95c, 1796, c161, c307, 5d9e, ecaade2016_129g36, af4e, 5163, 739d, eb3d, 215a, 2e99, e02d, 899e, acadia16_236h15, sigradi2013_43u, 0566, sigradi2016_732r, 1c30, cf0a, d4f9, 5997, 1e91, 833e, b352, caadria2015_012h2, caadria2015_102b16, 2eba, b32e, 41ad, cd06, 6b5c, d888, sigradi2013_54p, 4430, c002, 2fd0, e47b, sigradi2014_232p8, 520e, d12b, 73d6, ecaade2016_213t54, eb87, da30, f6aa, cbef, 2361, caadria2016_735s31, 67cf, 6e9a, 6240, 87e1, a801, acadia14_453i, ecaade2016_191y50, 1a30, sigradi2015_8.264p14, 0d5e, 1e2f, 8b35, ecaade2014_140m31, c32b, sigradi2015_3.111b3, eb77, ab73, e426, ca32, 3bec, c543, 573f, 586d, acadia14_23af, 8afe, 3156, 7b82, 8d5d, c4f4, 7e21, ecaade2016_036k9, ad07, 73a0, 635f, ac96, acadia16_352t21, 77cf, f006, 96eb, ascaad2014_019t2, 20de, 301d, df22, b89d, 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ascaad2016_016u6, acadia14projects_267k, 8ca7, b6af, ec6c, a89b, ba3c, ascaad2014_017r1, 7c52, d1ce, sigradi2016_592q, 0abc, bd75, f636, ascaad2014_005n3, f413, 258d, 4d9c, 50d9, sigradi2013_364, 52aa, 5d32, f4d2, acadia16_154g11, 0ccd, acadia16_164t11, 4993, b315, 03ab, 969a, b4ee, bc37, c2df, 73fe, acadia14_555c, f953, d74e, e643, a12e, sigradi2013_358a, acadia16_460u26, b16f, 2251, 9190, caadria2015_070g9, b5fc, 35c9, cbd9, ecaade2016_170u48, sigradi2014_265n1, c434, 59e1, 0d89, 5ba7, 9e54, d48d, sigradi2015_6.151h8, acadia14_681av, 37e5, 8f74, 9daf, ec51, 74d6, ijac201412401v3, 2e3b, sigradi2014_345x8, f5bd, ascaad2016_038v14, ecaade2016_224p59, ascaad2016_028b11, cf23, c22f, 6794, 1694, 7a14, b723, 6d4d, ee2f, 922f, c224, 2a4e, caadria2017_129e35, ecaade2014_240k62, sigradi2016_407r, sigradi2016_356e, 0117, a1cb, acadia14projects_627at, e7a0, 0f3c, 095c, 9835, a06c, ecaade2016_tkoh67, ecaade2016_tkoe67, 5132, 72f6, e9ac, 3b16, 35be, ascaad2016_039v15, 392d, bac4, 475b, 3a2e, fd1d, 780e, 2273, bafe, ecaade2014_198p51, 70dd, sigradi2014_263x9, 2d7e, b57e, c81c, 692a, d2fb, f639, ijac201614204t9, aa7f, 3e38, db57, ijac201412307l3, 32bc, 8d23, ijac201412302g7, dc82, caadria2016_445z18, a017, caadria2016_549j23, 59c6, 1c54, 9d1e, 2f3f, ecaade2016_183u49, 35e3, cd76, acadia14projects_671t, 98ec, e2ce, 1b38, 44b0, 5661, 2a77, ecaade2015_122r24, 7bae, 6239, 5041, 71dd, c406, 1788, bc24, 2c39, 6984, 91ef, f72b, 8feb, 2ecd, 4cb8, 0c52, 0b0c, caadria2016_135y5, ecaade2014_133p29, dd04, a2b3, c78a, 9023, 537a, sigradi2016_550m, 55b2, ecaade2014_208c54, 321c, f85e, 2cd2, 43ed, 3127, caadria2017_183c44, 29d4, 7ebe, 5765, 0e02, 2703, fde7, ecaade2015_180s38, 919f, 2a0d, 76a6, 494d, 1c40, 2a1b, 53ba, 9634, 3fd4, ae54, 19b7, 05cc, 9a0e, ce68, 7fc2, 636d, e445, 3878, ecaade2016_tkoa67, c125, a8be, sigradi2014_330g7, 0527, b25c, be1e, caadria2016_055p3, 7a47, acadia14_333az, 6282, b3a5, 61af, a306, e52e, d8f3, 6366, 00fe, fd64, ebe4, ecaade2014_071x16, 3db6, 85d1, 390e, acadia14_347al, 5b7a, f82c, a169, 6023, bd0a, 6911, d017, 8520, ecaade2016_048t13, 2676, 5288, 185c, daa3, 74ed, 9599, 5811, d60f, 00cb, e867, 9ae3, 2d03, ecaade2016_130a37, 782c, 7199, ascaad2014_017d1, 5194, 6daa, 4dbf, 0c15, 8eb5, acadia14_291az, 90bb, 3283, e4ab, 9692, ijac201412305a2, 1aab, acadia14projects_291h, 8116, e755, cae8, f906, 283e, fd35, ef36, bf1f, 1ecb, sigradi2016_770n, 27bb, ecaade2014_143u32, fc1d, 7c3a, c169, b8ec, 2072, 78c6, 8525, 262b, 4db9, 34b5, 7e67, 24b2, ecaade2016_bkou65, 82aa, f076, b2bf, acadia14projects_75e, ecaade2016_025e7, 4b5e, 320a, 0225, 55b8, 061d, c3b1, 93c1, 9e31, 4819, 98b4, 047a, 96e0, 73b2, acadia14_661l, 0fc5, ecaade2014_163g40, cef7, 4d7f, 7b5c, a874, 8af1, a6ba, 7564, ijac201412303i8, 8d97, cc0a, ijac201614102p2, a76f, 26b7, acadia16_440c26, 3dff, a895, 0585, 8b03, e705, 3c74, f248, 7c4c, ijac201412404s7, aac3, ecaade2015_268v58, caadria2015_126x20, ad89, f5ca, bb9d, 1965, bb15, ea41, ijac201412405m8, caadria2017_067g21, 64c3, 20b8, 2510, c22d, 17a4, e74b, 1808, acadia14_523as, caadria2017_029k10, a24d, 0e9b, 4bae, 3214, c15e, 8b6e, sigradi2014_263v9, bb45, 89d2, 4a29, 4543, fc89, 01dc, 538b, 3a16, 937b, 20c7, 721e, caadria2017_005l3, ab60, 7a1c, b978, b175, 13b3, 009e, 4ebf, acadia14projects_655x, 3178, 9f79, acadia14_375b, a91a, 0f69, dcc6, ecaade2014_192b49, 0a09, 7689, f326, ece6, 493b, 594d, ecaade2014_038i9, c521, f155, ijac201513205v7, 6214, 15fc, cf2d, 3a7d, 04e3, 7f45, sigradi2013_389m, 765a, acadia16_470n27, ascaad2016_025o10, 8cfd, 7692, 9895, 265a, ecaade2016_167y47, d090, 3783, e5fa, f91b, b4e3, 2b7c, 46a1, 09a4, 75f0, 12bd, 876f, fc67, 26b2, ac38, 44ec, acadia14_655ah, 4c7c, ecaade2014_092e22, 6178, caadria2017_113y29, 2010, 8cfb, 1121, caadria2015_064u7, e522, 1f46, 4fc5, 0e68, caadria2016_073a4, 7805, 9e9e, caadria2017_135d36, 5e0a, ecaade2013r_014j8, 5544, 103a, 687c, 3491, 6dcd, 053c, a032, 0831, ijac201513305t12, a47f, d416, caadria2016_579j24, 249b, 27b9, 4736, 7b6e, acadia15_110u3, e003, ascaad2014_009c5, 22c1, c257, 6f87, 89a6, aec9, 75c6, 1b84, d2c5, ecaade2015_180t38, bd10, f688, 0202, 9e50, fd4e, 9793, 54f7, 06cb, bb34, 8296, 0ea2, 1a0b, 14a5, ecaade2015_302g66, 9779, 8585, 6aac, 5151, 05f6, 2888, 632a, 103f, 6116, 49bf, 62aa, 1785, a3e0, b2d8, 517d, 8f10, e5b8, 71e8, f1b5, a491, sigradi2016_467n, f86c, 0cee, e51b, 8f82, 1fa2, 24b6, 8ee9, ca5b, f2c1, e15d, a18f, edf7, 6f19, 095e, 26ab, acadia14_399ah, 37eb, 7472, 7e5d, 52e5, caadria2016_777a33, caadria2016_861x36, f377, a62d, d55f, 688a, 8cf7, 2ecc, acadia15_123k4, ac22, aeac, b6b8, b4e1, sigradi2013_425r, 2dc9, 74c4, acadia15_243f10, 1f0b, 612b, f02d, 03a9, c06c, a9fe, ascaad2016_053l21, 827b, acadia16_88w6, 2dfe, a849, f83f, ecaade2015_193b40, sigradi2013_326h, 8d02, 19eb, bf1b, 5e7a, acadia14_579e, 4a70, ascaad2014_026w6, b905, e8e4, 4a5c, 8a50, 4679, 86c8, b5c0, c741, b4a1, 2f67, acadia14projects_427ao, 5157, b90c, 43d7, eaed, 2475, ecaade2016_113a31, 599d, eb18, 3fc3, 7ce7, 9467, 177b, e164, db00, 61e5, 8783, c6b4, a33d, c4f8, 6da6, 5fd0, 5042, f602, a5a4, caadria2017_185u44, 048d, 9587, f944, 6d9c, 3668, 21ca, ece0, 920a, ijac201412301p6, 8678, dd41, 8f3f, ecaade2016_162a45, a4b6, 1753, 3a61, 0930, acb1, 07cb, 7e94, acadia14_601w, 4875, ecaade2015_279x60, 7fe2, 6ebe, fc97, 6605, c690, ascaad2016_022y8, fb4b, 9e9d, 5218, 08de, 412a, f4e9, 2705, b880, d235, sigradi2016_534kk, d848, 7fc8, 66e3, 632b, 3a0c, ecaade2015_53r9, d5c3, f127, ijac201614405o3, c371, acadia14_609ak, 3d1f, 022f, 7121, 7c2f, 1d29, f20f, 8516, 51a3, 5f9f, e00a, ecaade2013r_004z3, 8579, 54f5, 3d14, 1d1f, 9b4d, ecaade2013r_007d5, 9ed2, caadria2015_114r18, e9d9, ced3, e33b, sigradi2014_140o2, f250, 0273, c4e9, 52bc, sigradi2013_393v, 1f3a, a7c2, 639e, ef0c, e859, acadia14_339ac, 92ff, caadria2016_219h10, bf51, ecea, ecaade2014_226b59, 3dbe, acadia15_69p2, b5bf, 3c5c, ecaade2015_333i72, db07, 2c5f, fffb, ecaade2014_018y4, 1df1, ecaade2014_046p11, 8d8d, sigradi2014_099t8, ijac201412307f3, 7688, 98dd, 4a78, 0d41, 610b, e15f, 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ecaade2014_239w61, 2c38, 4fef, ecaade2015_285m62, 3b4f, 6aa9, 4624, 05ab, dea6, 9866, 6f0f, d919, caadria2015_066d8, bacf, d5d9, ce3b, 37db, sigradi2015_10.309g22, sigradi2016_737w, caadria2017_003f2, bba9, 5c3b, 9b52, 5ec2, 1c63, 28da, 4ac4, e532, 3f21, a4c8, 1c74, ijac201513205j8, 3b43, 82db, 390a, cb9a, 3764, ac5a, 1ebf, 8da1, 1fd5, d01c, 29d9, 3ed4, 1afd, 305a, 499d, 04cb, efac, fe50, 4ff0, fa86, sigradi2013_189n, ad05, bf0b, 47a3, sigradi2014_151n3, acadia15_469n20, 21a5, 524f, ecaade2015_136s26, c8e7, acadia16_244y15, 0fa8, 2dec, dd8a, 45ba, 6008, 5c47, 1f43, 4056, 424c, 56db, 1174, 30d3, sigradi2014_276u2, 1983, ecaade2015_152v31, d1dd, 2c6d, bdbd, 60f3, 801a, 5389, 9030, bea0, acadia14projects_63ap, 6495, sigradi2013_138s, caadria2015_099u15, 3c19, 4e9e, ijac201412203k2, be68, 9506, 24e2, 8b15, 0b18, ecaade2016_071m19, 21ff, 65ab, 1c2c, aa6b, e37d, 171c, ascaad2016_058b23, 4f4a, d296, d42a, 3827, 778a, a617, a60e, 49da, e5e2, e880, e7ff, 3cdb, ecaade2016_241j64, 018c, 6fcc, 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acadia15_407l17, 8109, 299c, 0410, 867b, c869, 1054, 39ef, a8b9, a9ef, 49ff, f0f9, c61c, caadria2017_037a12, 93ce, sigradi2016_446d, 6118, ba2f, bff5, sigradi2014_097m8, acadia14projects_609au, ecaade2015_21j4, sigradi2014_032d2, e58a, ijac201412403w5, cdf7, 8aac, b663, caadria2016_167n7, 6d95, a0fe, acadia14_63as, 0344, ascaad2014_032r9, d67d, acadia16_260s16, c1b9, 5b4f, c1ec, 0523, 8498, c58f, 7ced, 78e3, 699e, ecaade2015_248z56, 99b5, cf14, 193e, c430, 7fc3, 370c, a499, 4901, bcb7, 6101, 638b, ca59, 6f72, b889, 1a90, acadia14_479i, sigradi2013_411l, 7120, acadia14projects_63ai, ca4d, 478c, 83d3, 69ec, a92b, 4167, 48ce, 8b2e, ascaad2014_032v9, 1c4f, 4d1a, c167, f0fe, 76e6, 77e7, 8761, ijac201412201j1, acadia14_531z, 3d12, dcd9, 8a74, 3e62, 02a9, 0046, 63ca, ecaade2014_111v25, e7a1, 8efd, caadria2015_190i28, acadia14projects_655ag, ea34, d4ee, 6b6a, 056e, 1c42, dbd7, 4bf9, d582, 1258, ecaade2015_103r20, 346d, ca5a, 9654, c554, 9e52, 5352, 5ac2, 7a69, 394d, 96c2, sigradi2013_342, 5064, d52f, c9c4, ea25, 0673, 7d5c, c16b, d0c9, fd5e, fa29, 0d02, 09a3, caadria2016_809g34, 737e, 2d2a, acadia15_173z6, 7e44, 0130, ecf0, 0242, caadria2016_105e5, a6cb, 5ab0, sigradi2013_248a, c843, 4c1f, 46fa, f692, 55a4, 5fbf, 967a, ecaade2015_269l59, a8c8, ecaade2015_202p44, be2b, 073d, 7249, ascaad2014_012i6, 1ec4, 1e74, 979b, 171d, sigradi2015_2.213x1, acadia14_23y, 4ee5, fee2, 2c06, dc4c, ijac201412303z8, f5af, a256, 13cb, ecaade2016_ws-dleadx67, cf64, sigradi2013_100e, b05c, a671, 8c8c, 2c69, 33e2, ee12, dc85, 3a6b, d6b4, d54b, 89f1, b8b0, a1ff, d0ef, b2ca, 3410, 1002, dd19, b7aa, ecaade2016_162j44, acadia14projects_435ad, 8740, acadia14projects_199an, d325, 8bcd, ab17, a485, 42b5, 3673, 2252, 435d, 16bd, 8d41, acadia15_185d7, bfac, 59f6, 542a, ecaade2014_180p45, d65c, abe8, ecaade2014_186r47, 5dce, facc, acadia14projects_497p, edfb, 8b76, 3609, c469, 094c, 68be, 4102, 7405, e38a, 28f6, f85f, f98d, 92a9, 248e, 13d4, 8a52, d766, 99bd, ed22, 5e24, 5fbe, acadia14projects_153as, fc73, acadia14projects_145ai, 3d33, caadria2017_163r40, 27f7, caadria2016_713a31, cfe7, 5f16, 999b, acadia14projects_719j, 84ac, caadria2016_601m25, ascaad2016_004m2, 6cb1, ffb5,