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 a54a
authors M Kavakli and JS Gero
year 2003
title DIFFERENCE BETWEEN EXPERT AND NOVICE DESIGNERS: AN EXPERIMENTAL STUD
source Human Behaviour in Design, edited by U Lindemann, Springer, Berlin, pp 42-51.
summary This chapter investigates the differences in performance between an expert and a novice in terms of their respective strategic knowledge. We examined conceptual design protocols of an expert and a novice, and found that the expertís cognitive activity and productivity in the design process were almost three times as high as the novice's. The possible reason for this is the difference in their strategic knowledge. The expertís cognitive processing is structured such that it stays within the limits of human short term memory. This provides empirical evidence for a different strategic knowledge that may be developed with experience. The expert's strategic knowledge allows him to use a smaller number of processes and to form different groupings of processes.
keywords design cognition, strategic knowledge, experts, novices
type normal paper
email john@arch.usyd.edu.au
full text file.pdf (292,844 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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caadria2015_139b23, 71aa, 524d, caadria2017_118g31, 356e, 13d7, fa93, 62ec, 263d, 5faa, ecaade2014_143k32, 9fb0, 4936, 00c5, acadia16_12h2, 0d25, 0c6d, a352, 8502, cdce, a354, 291c, caadria2016_343i15, ecaade2015_195o41, 80d7, ascaad2014_029z7, 5dc2, ijac201614403b2, 07a6, a348, 3d93, a6a7, e362, 6035, 511c, 4c58, 9d1e, 5e9d, 7028, 37af, fa79, f624, d1cf, 3e83, 56ea, 6e06, ecaade2016_040v10, fed6, 506d, ascaad2016_023y9, 7220, acadia14_281y, sigradi2013_304d, caadria2015_237p35, acadia15_483w20, 69c5, 048c, 6245, ecaade2016_140m39, e545, sigradi2015_1.305d1, a593, 741a, c041, 9727, 9a60, sigradi2016_441pp, ijac201614204u9, 2938, f93e, 3d88, 364e, 51e3, d889, 3610, 4db1, eb2a, acadia14projects_435at, df88, 578e, caadria2016_425g18, 001e, 35c2, 98f4, 494f, 47bb, 4d8f, caadria2017_185v44, b0ec, c88b, fec8, 7db8, b8a2, 7b53, acadia16_260r16, 422f, sigradi2015_8.334u15, fcc8, 10fb, 0a03, 83ac, acadia14_479p, 5212, e68b, ecaade2015_83r16, 3297, caadria2017_028z9, ecaade2016_036r9, 2d87, a689, 36f6, 8573, 3e03, 9ad5, 3cf0, ced2, ecaade2013r_018f9, ee5c, 6a90, eb2b, 0fb9, f302, 74ce, sigradi2015_8.339z15, 94b9, d7ac, bc76, ascaad2014_014k7, 2d00, ecaade2014_109r24, 3d27, sigradi2014_281g3, cfec, 8953, 0e9f, 7e62, acadia14_539d, b3e5, c3a2, 2a2d, 64f2, 4960, 2d89, d011, 4802, 974c, 0631, 4652, sigradi2013_326n, 1a39, fcf1, c64b, 5db5, c998, dd07, acadia14_375f, 89e8, c449, sigradi2013_386m, ecaade2016_102s27, c4ae, a0ce, c457, e980, caadria2017_145n38, 047c, 492e, f473, acadia14projects_153az, 98e1, ecaade2015_284x61, 268f, 10df, ascaad2016_050a21, 7e13, 79a5, d787, 4481, 6c92, sigradi2015_10.307n21, c05d, 51af, 5691, ascaad2014_022o4, 1818, cca2, ad20, 053a, fcd5, cf9b, ascaad2016_041k16, f075, 3aaf, d246, 2655, a4fc, caadria2016_579n24, f3a6, ca26, 6c52, 7c62, a669, f058, d9b3, 1684, 0281, caadria2017_182s43, da1a, 0da8, caadria2017_003g2, ae9e, 9b25, 9a6b, caadria2015_064z7, 1ff3, f622, ijac201614307r4, 3c2a, caadria2017_118j31, d0d3, 664a, 979e, 89a8, 631b, sigradi2014_345t9, 26ff, cf95, 575c, 1b95, caadria2017_046n14, 8021, ijac201412303f8, 68be, 23b5, ijac201614105k5, sigradi2014_213z7, 40d8, ba52, 55ce, 5f2f, 4b62, 40e4, cd55, eb14, sigradi2016_393ww, e9a5, 385c, 0c3a, caadria2017_145u37, 8af3, 16b6, 5e66, 583f, c438, cc43, c1e0, 5b50, ecaade2014_030i8, 86c6, 7519, 1f02, ecaade2016_140t39, ecaade2016_079p23, 13c0, ca75, 40a0, sigradi2016_778rr, 8491, 4f08, d93b, acadia14_627am, 7858, f0a9, 0e28, c6f4, 0b55, d348, ecaade2015_261i58, eef3, 1efd, 81d9, d8cc, 6ddf, af80, c88e, ad15, cc77, acadia14_347ap, 475a, 8a3b, 2d90, 89bb, 46c0, e12c, 9e61, 68d7, 447a, 48a3, ecaade2014_010p1, ecaade2014_070r16, 877a, fbc6, 48fe, 17f1, caadria2016_517x21, 1536, 8aff, 3788, 25e6, sigradi2016_817n, 6752, acadia14_579g, d837, dc53, 9554, ecaade2015_18g3, 0413, f5fe, 1af9, 999c, aef0, 87be, e2e6, 5fb6, 8593, ddc7, 60f7, 6c77, 4e31, 6d91, 0b2e, sigradi2015_4.219u6, 0dac, caadria2015_067m8, caadria2015_060w6, 6b46, 9fec, acadia15_469p20, 4aae, 6b97, cf23, ea07, 55f8, c8e8, 728b, ffe5, 0166, ecbe, 3d4e, 552f, e8ed, 4eec, 16d6, 3b00, c456, 4980, 4cea, 6afc, acadia14_311r, caadria2017_174c42, c061, 209c, 5b7a, 436a, 7520, sigradi2015_12.107i27, ecaade2014_038t9, 60a7, ecaade2016_157a43, ijac201412403p5, ba6a, acadia14_145v, d67d, d93a, caadria2017_048w15, caadria2017_037f12, 1ca3, 3b3e, f1d4, a8f1, sigradi2015_10.307f21, sigradi2016_369a, 0ac4, a07f, 1814, c504, ecaade2015_301c66, 99ce, 9f16, 6575, e091, sigradi2016_407s, bdab, 3546, c3b2, ea05, 3b05, ff4e, ecaade2013r_002f2, 1b83, ca18, 1843, c8fd, ijac201412301s6, ace2, ijac201412201d1, 14f1, acadia14_267j, 437b, 7899, 6aa2, 6110, 9e93, b5b1, ff74, 6eae, 2227, 776e, 303e, 05fe, 1d98, deb1, 9156, a4f8, 2a0a, 1d29, 2d24, fc83, f5ae, 7743, d077, 5e03, 5bb5, 0204, 6569, caadria2017_001d1, 3436, f2dc, 4b4d, 496f, 6987, ascaad2014_037l2, 02c2, b0fe, 3141, 2669, ccc7, 7b27, 5cbf, 24f7, 18c9, 3c07, 4acb, 742b, e0b6, 4176, c917, e7e4, acadia14_301d, 0e32, acadia14projects_347ar, 88d2, 28c6, acadia14projects_565z, e61f, acadia14_247k, a807, 6eee, ijac201614204m9, 65db, b942, 9141, 7406, caadria2017_163g40, 319c, acadia14_445aj, d6a3, da11, 4e93, 2058, ijac201412407x9, aed3, acadia16_140w9, 90ba, f47d, 76c0, 039e, 6c00, 0349, 411f, acadia14_291h, 2d86, 8c0a, 6f44, 2f2b, d942, f83d, 18d2, 7221, 3f6f, 1b22, acadia14_479ay, acadia16_344n20, 4bd0, 3ac3, ad58, 1570, 5caf, bddf, ecaade2015_100t19, e834, c1c0, 2e76, 4ee7, 057d, 5617, 9124, 5a40, ijac201513202k6, 7b4d, 2af8, a1e7, 7d44, 8757, 5845, 1131, 5c69, fe02, ecaade2016_079t23, acadia14_101ah, f540, 55c7, d171, a39a, 5ac7, c647, 779d, 39bf, 5925, ecaade2014_224y56, 5f85, 7052, 3391, 9a32, 35df, 18c8, 4ade, 2d64, sigradi2015_8.186f12, 21df, ecaade2015_138k27, e157, 8e41, 2986, 2b12, f4d0, 8989, 77c6, 597a, 2b88, sigradi2016_659s, fa04, 8698, 89e1, 254a, ecaade2015_215l47, 07eb, 5cd6, b136, eef9, 148c, 10a0, 27be, 6264, acadia15_149t5, 1f96, ed7e, f5ef, 4f36, c6d5, acadia15_371d16, ee9e, 2692, f3dc, ascaad2016_015o6, 1ba2, 110b, 4e91, 54e0, ec79, 55a7, b450, f270, ecaade2015_138e29, 8de7, 099a, 1ffa, ecaade2016_120e33, f82e, f359, 3e18, 180a, sigradi2015_3.65s2, 8cc5, ecaade2016_057r14, 939c, ecaade2016_067i17, 62d0, e0c1, sigradi2015_7.146w9, 8d69, acadia16_206m13, a1eb, 5b3c, caadria2016_703r30, b371, 7153, sigradi2015_11.8s23, 5399, 4375, 6d92, 37a3, 848b, fd54, 0992, 8240, ijac201513206m9, caadria2015_208i31, ijac201412403s5, 6fea, 2a80, acadia16_98b7, e42b, 0017, ecaade2015_230o52, 9ab9, 8666, 16be, 831e, f9f0, acadia16_260k16, 0707, sigradi2014_136c2, 8ed5, ce79, 8c05, ecaade2014_127l28, ascaad2014_019v2, 17eb, c46a, 20e7, e2e7, 45a8, d81b, 2849, ijac201614305f3, db21, caadria2017_056a19, sigradi2016_627g, 998d, ecaade2014_015t3, e76a, 912d, 6d42, ed32, 2e91, 353f, acadia15_95k3, 88ca, 04db, ecaade2014_149g34, d880, caadria2015_119x18, caadria2016_281h12, cb5a, 711d, 6c8b, f9da, 3641, 36bc, acadia14_43w, ijac201614208b13, acadia15_57i2, b97d, ec68, ad1c, b245, 25f0, 654d, 3974, a5e4, 6409, 5c27, ecaade2016_199d53, caadria2016_745y31, 4122, be88, ecaade2014_042m10, 427e, ecaade2016_162k44, 0443, 3b48, cc69, 88fd, 62ac, 1f60, 24eb, ascaad2016_045d19, b3e1, 684f, ecaade2016_243z64, 82b8, 2a77, 593f, b933, e165, 6eff, 1569, caadria2016_373g16, ijac201412203j2, 79ae, 85de, 3c8e, a89f, b902, ecaade2014_038z9, 04b1, 6a61, 183e, de26, 0f4e, fcd7, 411a, 231f, acaf, 7fd6, sigradi2013_386g, efbd, 4415, 5297, ecaade2015_200i43, 2017, d4a4, 4fdb, ca46, ce17, 8a6a, 1e15, a9da, 012f, 221f, 73a0, ecaade2014_067w15, fb23, b5a6, c1c3, acadia14_189au, 7aa5, faea, caadria2016_445x18, 3c17, 88a6, 923b, d921, 9ecc, ecaade2013r_001s1, 0ce1, 8cf3, 8532, 5649, 056f, d91a, 2d3f, 2124, 9dfb, 8028, e569, 69da, ecaade2014_143m32, 00bc, 5419, caadria2017_067h21, 10aa, e13a, sigradi2013_112f, 30d9, caadria2015_190n28, 26d3, 34b0, 4c38, fff6, 25eb, ce9a, ecaade2016_104r28, 6a2c, 2318, caadria2016_851n36, acadia14projects_409l, ascaad2014_019l2, 5fe1, acadia16_344w20, bbc1, 92c4, ijac201614207n11, bb39, 00ff, 8d83, 7cc9, cb2e, ecaade2015_55r10, 5db8, 6653, b47f, c642, 5c4e, 9285, 8a01, 3dc7, 8545, 3c58, de5f, 3e9f, 9478, ecaade2015_307r67, 9e5a, d509, 7043, 0d42, acadia15_274k11, sigradi2015_3.65m2, 6185, 42c8, ba8c, 51f2, c24a, f9a4, f33a, sigradi2016_407u, 012b, 1a8e, caadria2017_123c32, acadia14projects_579k, 5116, 4443, c15c, caadria2015_119y18, 3529, 8731, sigradi2014_137l2, 438b, 2399, a40c, acadia16_344l21, 9369, 6f43, 27af, feb1, sigradi2015_8.264m14, sigradi2015_3.212l4, 55d1, acadia14projects_517n, 530b, 3b19, 19f9, ecaade2014_225h58, c126, f0d9, 44de, e8ab, d407, 937b, 1191, sigradi2014_289h4, 03c0, 4bfd, d875, ce6b, ae4f, 7b09, b024, acadia14projects_627au, 29e6, c72d, 40ca, 2e63, caadria2015_237l35, c91f, b45c, 4ed2, ecaade2016_154b42, acadia14projects_339ab, 0a9f, ecaade2014_218y55, abfa, fdbf, 8370, acadia14_531v, 4071, f2b3, faa2, caadria2017_105h28, e64b, bab7, c741, sigradi2013_391h, b152, acadia15_211z8, dffb, 0b38, 1049, 568b, 3ff1, 39e3, 8732, f0e8, 6813, ecaade2015_309t67, sigradi2013_117j, 2b9e, 5a4f, 79d5, e77a, c455, e1ca, 3a8d, 6126, 88b8, 9216, acadia14_627a, a674, 8df4, 6fcf, caadria2017_183w43, d8fa, acadia16_488t28, caadria2016_517g22, 72b5, a40e, 9761, 8120, d595, 6ec5, 4e54, caadria2017_048v15, sigradi2013_215e, ecaade2016_210f54, 8c27, 5506, d8ad, f03b, dc65, sigradi2014_141r2, f808, 0f7d, 24b2, 8624, a0d7, a823, 3b97, d993, d8f8, d309, 9dea, d7b6, 9f5e, ijac201513201x5, d85b, 070a, 1dcd, 59a3, acadia15_47m1, c2c0, ac50, a7a5, 74e2, 5b70, acadia14_317w, 9d19, sigradi2013_77i, 1cc4, sigradi2014_114o9, 5900, 8f66, 2957, 7bac, acadia14projects_389d, 99ef, 5bb9, 475e, 0ab7, a9e3, 12cf, 781d, f4dd, aec6, 3c1e, ecaade2014_226y58, 2e7c, f2df, 3683, acadia14_189av, ffd1, a62b, e520, 4192, bb3a, 82d6, b453, caadria2016_435m18, 3ecb, caadria2016_797z33, 63e6, ecaade2016_197z51, 6996, a3c1, 99e1, f387, 58df, f7d3, 7f6a, 95f3, 53af, 0117, f2d9, b35b, 23c2, f901, 9631, ede3, 32b8, bc51, caadria2016_209b10, 7d29, 499d, ae24, a055, bbff, bdd5, f189, sigradi2014_048b5, c42f, 6af8, 4f9e, 8216, d1e9, 6325, 5eca, 4828, ecaade2014_052l13, c259, 5f92, a8d3, 4dec, a8cd, d414, ecaade2014_072w17, ecaade2014_226g59, 9bdd, e1bf, 4d6f, b0b8, 6cfe, 44b7, acadia16_382x23, sigradi2013_152, b314, afa0, cda7, 203b, ijac201412304s9, e156, 9f4b, 7b23, 4b99, sigradi2015_7.203k10, 2833, ecaade2016_230v61, aee5, 99c0, ecaade2015_193l40, 4a51, 1986, caadria2017_015c5, 7abf, fa2c, fcf2, f2e5, 130d, 935a, caadria2017_008x3, f48d, ascaad2014_014f8, fce3, 58be, a79c, 23b2, a0c9, b1a1, 7ddd, ecaade2014_036h9, 218b, f631, 8c93, caadria2015_246b36, d143, 621e, 5e7f, 3755, ecaade2015_116g23, fdaf, b1c0, 39a4, 5ce4, a663, 7344, fd7a, 9ea3, c7bb, af2d, 70e3, acadia14_177u, cd03, 8b62, 5ce9, d765, 2038, caadria2017_004p2, 8825, 7f23, 712c, 25e2, a4ac, e01d, 2253, 127e, 0692, ecaade2016_108w29, sigradi2015_6.329z8, ascaad2016_010b5, 51f3, 5fb7, 8494, 0149, 996f, 524e, sigradi2016_440ff, f5aa, e15b, 7e9c, 59dd, d5b2, 8eb4, 9891, 86d7, 6649, 4d6d, 842b, 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acadia14_339ae, e381, 8fdf, 6173, 3ab9, c9c0, ijac201614405r3, bab0, c42c, acadia14projects_63ab, acadia14_153c, sigradi2016_817k, 611b, caadria2017_004v2, 10b1, b20c, 96bf, ead2, acadia16_488z28, b1b8, 12b3, 097c, ff2e, 409d, sigradi2014_293b5, 0704, 2355, acadia14_699n, 4650, 3585, 3a69, 1fc4, ijac201513103b3, 9e74, 7108, 0915, sigradi2015_11.34w23, ecaade2014_149c34, d08e, 3796, 68df, 2a0d, c4a6, 3139, ijac201614206y10, b09a, acadia14_317t, d041, 64da, b2be, b51b, 6452, 85f0, a316, acadia14_199ap, 443c, 6e8b, a07a, acadia14_627at, ecaade2016_063t15, 7d10, 81c4, sigradi2013_30v, 53db, ijac201614201w5, ed56, 1f74, sigradi2015_sp_11.303o31, 55df, caadria2017_046o14, 8251, ed16, 81b3, 5d7f, 3b63, ijac201614201t6, b592, ebde, 85d5, c390, cf76, 7b56, 7905, 79ee, eb71, ed4a, 6703, bccf, 2830, acadia14_719r, sigradi2016_448bb, 0a22, ecaade2015_185t39, 51f0, a98c, 5625, sigradi2015_3.65y2, 0bb6, 9621, aad2, 2c95, 66e0, 3012, 71d2, ba29, e75c, d9e9, d616, e9d5, 4ea6, 0235, 39c1, 3014, 614c, 90a0, sigradi2016_674kk, acadia14projects_655v, 6124, 60be, 7ff4, 0e71, ijac201614208x13, b065, 670b, 226f, acadia14_365ar, 2d76, caadria2015_190m28, afff, bd29, 6965, acadia14_317x, 8bd2, ascaad2016_028t11, 2f0a, 1ed9, 9702, 2c0a, ce04, 202a, c228, 0340, b51a, sigradi2016_512c, 4109, 455f, ascaad2014_013w6, 08b7, f47e, b694, f86c, 5878, dd86, ecaade2014_163f40, b035, ae7f, 4c8e, 03c5, caadria2015_114f18, 2644, 5bd6, 0aa1, 2e10, 7589, sigradi2014_313c6, caadria2015_087o14, 3a51, c9ff, f034, acadia14_135x, 1883, 0ea5, e4e7, b1d5, 4de0, 227d, 0ce7, 7a90, 7909, 6a06, cc4d, 0140, 12ea, ecaade2015_158p33, c5cf, a538, acadia14projects_339ae, acadia16_140r10, fcf4, e4ee, ascaad2014_024c6, e596, 0280, sigradi2013_326i, 038c, ascaad2016_033x12, fad3, fffb, 052c, 3d36, 3970, 7d22, 9288, sigradi2015_sp_2.112d29, 3241, 7d63, 0949, 3bfa, 585c, 7d1d, 1620, ijac201412303f9, cebe, a41c, 0bdb, acadia14_125ab, d1a4, caadria2017_142w36, 4ee4, 6cde, 18cb, 8603, ec3a, 6067, 872b, d535, ecaade2014_057c14, 9521, 9c47, 31a6, e887, ecaade2015_285p62, 155f, 92b8, ecaade2013r_007f5, 71f2, c4a0, 07d1, 7233, ee47, 5936, ed36, 6619, 2b64, sigradi2015_8.264z14, ed6b, 9caf, 0d0a, 55ea, 58b2, acadia15_323g13, 90e8, ecaade2015_217g48, bc29, 6364, 8dcf, 49e3, ecaade2013r_013u7, a25f, d76f, f081, bbe2, 8c5b, c01c, ecaade2014_199y51, 10f0, 7739, 0305, 526c, e261, d01b, aae3, ec44, cb9d, be08, sigradi2014_307o5, ascaad2014_005f3, 6539, 2feb, a850, 0b22, 7598, 3e00, 8a20, 3981, c4a7, ecaade2015_17l2, e1db, 5a3d, caadria2017_041o13, a07d, b6b2, e07f, acadia14projects_145ah, sigradi2016_479bb, cbd9, 8959, d3d8, 4e03, 2b67, 9fc4, 5794, e89b, sigradi2016_399d, sigradi2016_407z, cc5e, 28ec, 7c45, ecaade2014_195k50, sigradi2016_625qq, 8a34, ascaad2016_045b19, a975, 97d4, f18b, ijac201614407d5, 4cae, a9cb, 9fce, d4fd, 6608, acadia14_339ag, ecaade2016_007c2, sigradi2013_183, ecaade2015_195f41, 2736, c364, 5f96, 1f62, ecaade2015_325e71, 74de, caadria2017_190k45, 4c5e, be24, 679e, b43f, b0e0, 333e, 5857, 786c, ebc7, acadia14projects_247j, 985f, a3f3, c9e5, af5f, 5cab, 1acb, 0348, c69a, 16ca, 733c, caadria2016_291e13, f2a2, ecaade2015_116l23, 2c93, 4ff8, ec3e, 7811, eac8, caadria2016_425f18, f27f, 4552, 4686, acadia16_72y4, ecaade2013r_004c4, 4d08, f98c, 5a39, 1cb6, f347, 7805, f4b8, ascaad2014_011z5, 8bee, 3cf9, 28a6, e9e9, caadria2017_124u32, c268, caadria2016_003l1, acadia14projects_719s, eb8f, ebeb, sigradi2015_10.140l19, 176a, 4f13, 1650, sigradi2016_659l, e6e1, fb06, 0260, caadria2015_086k13, f288, 5aed, 2a34, 7b06, 6c8d, 3e8f, e360, ascaad2014_006z3, ecaade2015_53f9, 6671, ijac201614208a13, acadia14projects_339ao, bdc7, a96f, 2a39, 8148, 83f7, sigradi2014_345m8, sigradi2014_330c7, 4f3a, 0b98, 4660, 2639, eb33, f87c, 452c, fd93, 49be, f50d, ijac201412204u2, ecaade2014_041h10, acadia14_237aw, sigradi2013_10f, a765, e30b, 7204, 80c8, 6cc5, 82c2, ebe2, 25cc, ff4d, acadia14projects_531y, acadia14_189ax, 2737, a6f9, ecaade2014_067a16, 33a4, c000, 1298, b5fd, ascaad2016_006g3, f40a, ascaad2014_036d2, d724, ijac201412304z1, aed1, b7c6, 69d4, c951, 1a78, eb3c, 6baa, dc89, ecaade2014_175u43, ecaade2016_171b49, a54a, 15ac, 9b26, c087, sigradi2016_695y, 0ed3, ecaade2015_185s39, 1563, 4a5a, 3d5d, ea90, 54c9, 2438, ecaade2015_309z67, 1b02, b921, 95a6, ascaad2014_001j1, 651a, 0e6d, 79eb, a7a7, ecaade2015_53m9, ecaade2014_220e56, 50a5, 9e2c, sigradi2014_329x6, e8f1, 2deb, 0568, 0fbe, ecaade2015_329l71, caadria2017_081o24, 8fe2, ecaade2014_226b59, 4f3e, 4515, 1c29, 8fd2, ecaade2015_130g26, 63d2, sigradi2014_077g7, 378b, 4b74, 0c71, 9604, 8a7a, 81ce, c7de, 12d1, 7ffd, caadria2016_549n23, c27e, 9354, sigradi2016_752yy, 396f, 79de, f113, ijac201513206r9, a749, 71fe, 14cb, 6ab1, 919f, 1416, sigradi2015_10.220g20, da40, 51d4, 37b3, 25f7, 8ddb, 4a2b, 96d0, d736, ee65, 06d7, 6304, 328b, 53a0, 9457, 9ca6, 7f64, aefb, 7cc8, c608, 52c8, 3b02, 9e0f, e47f, ddd2, 0645, 0cd8, 21a2, sigradi2015_3.111e3, bc3e, 1c8b, 8e49, 1968, a500, sigradi2015_11.71f24, b80d, 8bc7, ce6f, 7ea7, e663, ecaade2016_154m42, ecaade2016_036o9, a405, 5a98, 45e3, cd5c, 5efa, caadria2017_134z35, 59a5, 0032, baa3, 4cb6, def4, f9cc, ecaade2016_136n38, 54d7, 48c6, 3af8, c534, fa80, acadia15_483o21, e4c3, dfbc, 7af5, acadia14projects_445ae, 7dbc, 5bf4, 367e, a03e, 25a2, 4119, 7a97, ed57, acadia14_311y, 17ef, 387f, ecaade2015_130m26, 1739, bffb, a124, bd39, 5316, ijac201614405y3, e0d8, b93b, 3409, 4baa, 3848, caadria2016_415w17, fcda, 9aef, 1eaf, 613b, acadia16_344y20, 9ca4, 7698, 23ed, 7a6a, 28a4, 85ab, 18c2, c37b, 633a, 6ce1, e9b0, 0516, cb45, d63f, 0e37, 8a46, 1c7e, c857, a12c, 96a5, e112, b036, b134, ef6c, ascaad2016_018h7, 6da0, 0ea1, ecaade2015_215i47, db6d, 48f0, ecaade2014_226c59, 05a4, 3475, e6a3, 2b30, 96fd, 713a, 8cbe, 7414, ecaade2014_139h31, 3451, a509, 2471, sigradi2016_732k, e1d9, ecaade2014_052i13, 1bed, 2de7, 4b8b, ecaade2014_198k51, ijac201412403o5, e359, fbf7, acadia15_469h20, 5dca, ecaade2016_062f15, 2def, 99cd, 43ef, dd34, 4046, a071, c29e, 2720, ijac201513303c11, 9a3e, 3905, e9ef, a2dc, 8432, 9f3f, ecaade2014_214t54, 4620, e316, 7657, 4b36, 7368, e2c7, sigradi2013_400v, ijac201614405w3, ad02, 67ce, 0d28, c5b3, 254c, 2fbc, caadria2015_043i5, 4836, 68f8, ecaade2015_164x34, 2675, 3ff8, 7063, ba00, b8f7, baf7, ecaade2016_225m60, 8b92, ascaad2014_009i5, 0558, 2821, ecaade2016_068p17, 642b, 8811, 2e99, 3a6a, 7491, 2786, 4a58, c56d, ea1c, 0763, b071, 2920, 3005, 4333, a02a, 432d, f8fa, 70b1, 28f2, 7fc2, 21c9, caadria2017_016t6, bdcd, 46d0, 998b, afa9, 3481, ff40, ad52, bc23, ecaade2014_014v2, 97a3, b323, 8160, ascaad2016_004r2, f6e0, 7759, de14, ecaade2015_180c39, 3210, ijac201412403i6, 25fd, d4e2, b2cb, sigradi2013_135, 34d0, sigradi2013_111, f251, 2ec3, 55d0, 4af0, 5735, c72e, sigradi2016_815hh, ecaade2016_225z60, 6a9e, b075, sigradi2014_074v6, 8138, acadia14projects_347ag, e4ef, 7191, 2205, b414, 49bb, 8ddd, f450, 591f, 34f7, 660d, 7f97, d4a3, 2432, 41d2, db47, ecaade2016_113e31, ca67, 8bb5, 1733, 683c, sigradi2015_10.307h21, ascaad2014_013a7, 8efe, 41a3, 3cb2, da81, 02cf, 4d92, bb46, 4d01, 6ca7, ascaad2016_022t8, fceb, caadria2016_611a26, ad78, 8dbe, 3bc9, 9807, 7869, d152, 9fb7, acadia15_57w1, 264e, 4be1, 4dd7, a85a, 4476, 07c8, 6b2f, f1ac, 42c6, 1c8c, 39c7, 1126, 8cd2, d90a, 7162, ijac201513206j9, 4305, 752f, 1b62, 0820, e797, ijac201513101k1, 878f, 5ce0, c062, cf04, ff00, ba20, 3e5f, 4f87, 0167, 9957, 9aaf, ascaad2016_037f14, d89d, 1e37, 0275, 9db8, c177, acadia14_111j, 78dc, ecaade2013r_010y6, aefa, ascaad2014_017t9, 02ae, 72fb, b7cb, 65f5, a566, ecaade2016_130t36, 0262, 0345, f854, 6373, e3db, ecaade2016_032s8, fe7a, 8f23, d3c4, sigradi2013_342t, ascaad2014_001k1, f874, 7f6e, c749, 8171, caadria2015_208w30, e438, ecaade2014_176x43, e2f6, f632, fa74, 405e, 5a8d, ecaade2016_238o63, 1860, c17d, 99a6, 5cb3, a9cc, d967, a1d4, edb6, a385, c1d7, 2acc, acadia16_214g14, 2c7c, edc1, d160, 7d0b, 1f87, 7d41, 670f, ecaade2014_206k53, c81e, 6bae, e38f, efa4, 6abe, 3eab, cb4b, acadia15_417a18, ef82, 1b4c, 4777, d4b1, sigradi2016_470x, c49e, ecaade2015_11c1, 628b, 470b, d939, ecaade2014_146s33, 794b, 2bda, acadia14projects_681ap, 9036, 4f02, ijac201614208z12, 0c7f, 50fe, 93da, ecaade2014_184i46, 2b32, 39b5, cfe0, 1d75, efb5, ffeb, caadria2016_559a24, be16, sigradi2015_7.184d10, 78d3, f88c, 2c41, 808a, ba8a, 0821, f370, 3ae1, c8b7, 0454, acadia14_153ar, acadia14_463az, 31fd, 2ea9, 13db, 280c, b7f2, 459b, 3496, 8f5c, caadria2015_164a25, 53f1, 942b, 6a05, 8d2f, a108, ba63, b767, 1157, de0f, acadia14projects_101ai, c837, 3ea5, f100, c3ef, 6e54, 0cec, b14d, acadia14_111n, 6e5d, eedd, b961, e388, 6b62, a206, dcb5, 06e3, 052d, 322f, 65dd, 7642, 42f7, 392f, ce76, ijac201412301n6, c29c, 22cb, f719, 3802, b2c3, 3029, 06b2, 5dbf, ecaade2015_170m35, c6c7, bb07, acadia16_372f23, 66d6, ffa7, 7c97, 0fad, acadia14projects_435ar, 2ee6, ecaade2015_286e63, 511d, d9a8, 3cb9, ecaade2016_132j37, 947b, 9e1a, 9d10, a8ca, df91, sigradi2014_314l6, acadia16_206l13, 3eaf, 8ba9, 8cca, d733, cb21, ecaade2015_17g2, 15d6, f019, 0a31, c12e, ff5a, 5a7c, ijac201614102u2, 5cba, f4f5, sigradi2016_407p, f37b, acadia14projects_101t, fb91, ecaade2014_224p56, sigradi2015_11.142a25, 4b38, ijac201412303u7, 4586, caadria2017_124u33, 35a3, ec11, 6f4a, e8b9, 1c23, c679, 1577, d3e1, 856c, sigradi2016_534ll, 5c0e, 8d01, 9ba0, 2ca7, 56d1, ascaad2014_007i4, 8bb1, e07b, a383, c6d2, c1fa, 9000, 9765, e7ca, 1a30, sigradi2014_265m1, ascaad2016_002o1, b351, ad03, ecaade2014_023x6, sigradi2014_114n9, 7edf, f0bf, caadria2015_176t26, 8d25, b589, 9370, 871a, 69a7, ascaad2016_049p20, c64c, 63a4, 6f06, 303c, 8e9c, eeda, 67ed, 15a3, ecaade2016_190o50, sigradi2014_284e4, 4a94, 7742, 9fcc, 0bbc, ascaad2016_034i13, 13df, 26d2, sigradi2013_275g, 6b1a, 56ff, b44f, 3964, ecaade2016_222f57, ceae, c742, sigradi2014_345d9, a0c3, e07c, df00, 1106, f2ab, caadria2015_209y31, sigradi2013_100i, caadria2016_871o37, 8c4c, afe5, d87f, 657d, 7ab6, ec76, bceb, ecaade2016_147r40, 9c12, 9443, 0497, ee18, ae3b, 3ed8, 5c34, acadia16_116z8, e937, 63cb, 6873, 60d4, acadia16_174d12, 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sigradi2014_074o6, 9da0, 7b5a, caadria2017_005o3, 3c49, acadia16_24u2, f230, 07ef, e4fb, 00e7, 109e, e375, db27, 4014, bfe8, e387, 6eea, 1cdb, b1f5, 0c3b, b60e, ecaade2014_094h22, ba89, e54d, a759, aac6, 634f, f76b, caadria2017_067i21, 0e7a, acadia16_98u7, ebbb, 2e12, c88d, df82, 3c44, f6e8, sigradi2016_564ii, 3712, acadia16_12s1, sigradi2016_420tt, 91b7, cfb1, c68e, 8934, b40b, ascaad2014_012o6, sigradi2013_326j, caadria2015_090x14, c397, acd9, sigradi2015_12.215p27, 99b1, 345f, 667c, 3643, eab3, a5f7, 0145, 7a84, 288f, dbe1, 8837, 9dd7, 0160, b2d2, ijac201614205o10, 1960, ecaade2015_114x21, ecaade2014_057t14, caadria2015_203n29, 5f63, acadia15_395c17, fa77, cdf6, 8cad, 66ed, bf02, 32ae, dde3, 15bf, 9918, acd4, caadria2015_081h12, a562, acde, d8e5, 19b3, 7c8f, a4e4, ascaad2016_023p9, e561, acadia14_63ah, sigradi2014_265z1, c7c7, 614f, acadia14projects_153f, 064f, 6845, aa07, d7d9, cd61, 8824, b232, 1c01, 6665, ac64, ecaade2016_037v9, 5b0b, b422, ecaade2014_224z56, 9f63, 1c7f, b043, b785, 110c, 0891, 88ef, sigradi2015_8.186w12, 0733, 54d2, ecaade2016_140i39, bcc2, ecaade2014_214h54, d294, 9a57, ecaade2015_229u51, 5bc0, 44a3, acadia16_254c16, d8bf, 0623, fecc, a851, d57a, ecaade2014_012s2, 63f8, f9a3, 0172, e3c3, 7f40, a772, sigradi2016_414hh, ijac201614102z2, 05ff, eb66, d8f1, a602, 406c, 401e, ecaade2015_180h39, 7d74, 54cd, ecaade2014_049y11, 2e5c, f0af, 903e, a1ed, b83f, ecaade2016_127c35, b06d, 81fb, caadria2016_713w30, ac9a, ascaad2014_029g8, 7f4a, 93a6, 883d, 32c6, e036, 03a3, 5e18, b7d8, aa82, 4496, 632a, 53be, 1ca7, acadia14_167w, 30b9, 87e8, 0c8e, cff0, 02bf, ecaade2016_213o54, 1526, eb06, fd92, 557c, 5204, 55ba, dfe2, ecaade2015_171u36, deee, cf2c, b956, c942, 95d6, sigradi2015_6.327s8, 02eb, 4253, 669e, bb77, ecaade2015_13o1, acadia14projects_589g, 7275, a906, 4bd8, 74af, ijac201412303e9, f7b9, 4e89, 40ec, 17f2, ecaade2015_175r37, c0c3, 88a1, acadia14_497v, sigradi2016_625rr, 9ebb, 5c47, fd06, 5b5b, 4921, 60f3, 4a6a, acadia14_63af, c401, ijac201513305f12, 238b, 7670, dc87, 8576, 96e5, caadria2017_124h33, ijac201513304a12, faa9, 51eb, f8d5, ecaade2013r_003s2, ecaade2016_126m34, 4576, sigradi2014_345a10, 2310, 1b04, 7f99, 1278, 279d, b521, dff2, caadria2016_177b8, sigradi2014_282s3, 76fb, c911, c1ce, bc47, ea0d, f6a5, fefd, baec, d61d, acadia15_137w4, 7ff9, caadria2016_755r32, 65d2, b6c2, 2e7b, 680b, 6a48, acadia14projects_301ay, 9865, 6aa8, ebad, caadria2015_203l29, a3bc, 035a, 1b51, caadria2016_851v35, ecaade2015_155e32, 6b22, 4088, db32, ecaade2014_108d24, 3225, 79a6, cc53, ea0e, ba7c, ecaade2014_018a5, ed1d, 04c3, caadria2015_130c22, b762, acadia15_323w12, 4675, ce96, caadria2016_415u17, e995, bb7a, caadria2015_108p16, acadia14projects_229n, 2c46, 0b54, 65fc, sigradi2015_10.377t22, 037b, dcbe, a7c8, 2352, 00aa, 3f67, cd47, cfd4, ecaade2014_042k10, sigradi2014_152s3, ecaade2015_334n72, cc22, 251a, acadia15_223h9, caadria2015_164e25, 257d, 672e, 58ea, d71b, a4ee, 9667, caadria2017_043b14, 185b, ecaade2015_84u16, 4f82, b3d4, 6309, 051a, bdf1, 55d2, 780a, ecaade2015_333a72, 60ad, 2d59, 421d, 66fb, 402e, 6472, 9733, 2b10, 212a, acadia15_451b20, 18fa, 78be, 0959, ijac201513103y2, 5afc, 68c6, ba9c, d5d0, f70e, d633, 0c91, c01e, d775, 0a96, 65f7, sigradi2014_036v2, d668, 0f48, sigradi2016_524dd, 6553, 6184, bf70, 0800, 8cd3, 1d99, 10cf, ascaad2016_045j18, 5202, 5bf2, 3e2d, 7a88, 1a7d, ecaade2015_64n13, c7c9, b579, a506, 54fc, f062, 541e, 0971, f2fa, 7388, 2765, 629b, 57a5, 2e43, 3bcb, 8b1d, 58eb, acadia14_589d, ca39, 4218, caadria2017_016i6, d71c, acadia14projects_655ab, 38a1, a431, cad9, 15cb, 5bb8, a473, 79f8, ijac201412407z9, 94b7, 08ec, 9914, 8afe, 813e, ecaade2015_317j69, ed2f, ac08, e54f, 81fe, e2d5, 37ff, 3392, 8884, 48e7, 04a3, 1346, acadia14_589e, 548b, 1cb9, acadia14_479ar, f3de, 4636, eb88, 3807, 2ac6, 1294, acadia14_661d, b704, 65e1, 97d2, c728, 23d7, acadia16_62l4, 53e9, 2d55, 1c16, 7919, e32f, 210c, e26c, acadia14projects_627ax, 27d4, ascaad2016_024k10, 1098, ecaade2015_127e25, ecaade2016_217d56, a7ed, cfe6, sigradi2014_329a7, 987d, 1e92, 7111, ecaade2014_053r13, e07e, 3018, c439, ecaade2015_248y56, 86df, eb9d, 3e0a, 63e9, caadria2015_150a24, 1c49, afca, 7937, 7e22, e700, 9226, 0f27, acadia14_189ap, 9d2d, 23a8, 4c26, 5ab7, cfa8, 0bd3, ecaade2016_067z16, 7df9, sigradi2014_314p6, 3b26, 72a6, 8d87, 6b9b, d3f3, 916e, 2ee2, acadia15_95m3, c61f, 737f, 4174, ecaade2015_158b33, caadria2015_084a13, cce1, acadia16_478c28, 9f8f, 856f, db03, 2d23, c984, e999, e322, ecaade2014_162t39, 129d, 613f, ee1e, ecaade2015_21m3, ecaade2015_336y72, e9f8, 336b, 9cd9, abf1, 8901, f0bd, 8ccd, 7a78, 6490, sigradi2016_781zz, 2081, 2179, 4197, 5c3f, 0222, ijac201614406g4, 11df, 0682, 32f1, 5b15, dac9, acadia16_450r26, 1ff7, 1efc, d211, d6bb, 8484, sigradi2013_226a, 8434, ecaade2015_301r65, 1b11, a683, 1a5f, ecaade2016_098e27, 6093, c138, 7d94, cb1c, 15e2, 50af, da6a, 5f0e, db9c, 7dfb, caadria2017_118r30, ecaade2014_029a8, 9c6e, acadia16_298j18, 03e2, 571e, 0207, 4ae3, b948, 0d69, fd94, b63b, 5fcc, ecaade2014_140m31, d24e, 89a3, 321d, 8db5, 663f, fccb, c8df, ijac201412303c9, 1e69, 3648, cc8a, 959f, ascaad2016_034k13, ecaade2015_38l7, caadria2016_703f30, acadia15_263b11, b0c4, 94f2, ca1b, d2b0, 5d11, 9f32, 7caf, 4778, c9b2, ebe6, acadia16_372w22, 4e0b, 541a, 9500, 85e9, 129b, a3d7, 2182, 16ee, 26ef, e477, 9133, 9445, 81e8, ecaade2014_024d7, 462b, ecaade2014_237e61, 90db, f52b, 1504, sigradi2016_590f, acadia14_699j, 99ed, sigradi2014_032k2, a452, 4f37, 09ae, 2160, a226, ddc0, sigradi2016_637v, b78d, 78eb, d186, acadia16_214f14, 07f8, ca36, aef6, 4ee9, ac7a, 3b80, eaae, 985a, 4aa1, 79cd, 7217, ascaad2016_011g5, ca74, a82c, 51a9, 03d7, c05c, bec7, 42cd, 5ccf, fae1, aa6f, eff3, e6da, sigradi2014_157d4, 6e99, 61b7, 6f65, sigradi2015_9.152d17, 2f8f, sigradi2014_345y8, 281b, d7c5, ecaade2014_194y49, ddfd, f210, b795, a9f1, acadia14projects_43ap, c720, aead, 5d44, 3b51, e5e1, 9c56, ijac201412403z5, ecaade2014_044w10, 688e, a47e, ecaade2015_196u41, 3312, 9676, 13ed, 4dd4, da75, 13a1, ecaade2014_029d8, 9116, 1c99, a52e, 270b, fa7a, 2fe9, 9e84, 73f0, 91f4, 8fa0, 1ac8, acadia14_409m, 496e, a1ef, 44a1, ecaade2015_233y52, ecaade2014_194h50, 52b1, 8817, acadia16_124f9, 0acc, 50b0, 808d, 12e5, 1f72, e81c, 0e42, 503e, ef2b, f3fe, c20b, a95a, caadria2017_035z11, 4693, 5657, 5930, ecaade2015_225l49, sigradi2015_8.27o10, 0f61, d3d9, b433, a321, acadia14_219e, 9430, 54cb, d66b, sigradi2016_752qq, cdd3, d2e9, 9645, ffaf, 4750, 5bbc, 1a4c, c4c2, caadria2016_209a10, f9ba, 01c6, ecaade2016_152s41, caadria2016_311f14, ascaad2016_022v8, acadia16_362r22, 96f7, ascaad2014_007f4, ecaade2015_280g61, afbd, aac7, 3cc0, caadria2017_122p31, sigradi2015_9.152o16, 690e, 318e, c79f, 44e4, 1e61, sigradi2014_265n1, 0739, adb0, ascaad2016_057z22, 55f4, bdd7, ascaad2014_034k1, sigradi2016_686rr, fb44, f8a9, d79e, 95e4, 5f3e, ecaade2015_261f58, 2b73, 2dff, f7f7, ijac201513202i6, c82c, c0d7, 45ab, 4b09, 984d, 1749, caadria2015_237t35, 2082, 24a7, ecaade2015_314f68, 12f0, 57fe, 8dcc, caadria2016_073d4, 590a, 840d, 03aa, ascaad2016_007p3, 39f7, dec5, 73d1, 29b6, caadria2016_281m12, 54d8, b9b3, 55b6, 2210, 7960, cc23, dbd7, 94dc, f5fc, acadia14_479x, 0954, 817e, 8141, de69, e275, 6507, ijac201513303t11, b10f, e2b1, 0a95, acadia14_579k, 9dd6, be78, caadria2016_333v14, ad34, 7159, 4226, aad0, 05b9, f8ec, acadia14projects_555g, ecaade2016_046s12, sigradi2013_303i, af2c, e109, b2eb, ijac201412305t2, acadia16_260n16, 98e6, c67c, 37ab, 7c00, caadria2017_048a16, ecaade2016_140l39, 1c3b, 84d8, f180, 290d, 119d, 4613, d258, ecf2, 0a09, 2d35, bcf6, e38d, c91c, 2eb2, 9166, 5509, 7dc2, ascaad2016_057p22, caadria2016_023n2, 2eac, ecd9, 810c, 9267, 418c, 9c51, 57cb, 4400, 7855, acadia16_88h6, caadria2017_115l30, acadia14_327d, 0e0f, acadia15_343n14, 33bd, ecaade2016_ws-afuturek67, f09e, sigradi2015_10.377y22, ecaade2015_287o63, fb9d, acadia14projects_463h, 3d32, 655e, ecaade2015_158e33, ascaad2016_044x17, 463d, 4b23, dac5, af26, e93c, caadria2016_735z31, f698, e06c, b335, ce01, c961, ijac201513105k4, 7bb2, d92f, 4d83, ecaade2015_269s59, e7af, 95fc, 2353, sigradi2013_381l, c404, af59, d966, 2fcb, d028, 4ef6, ascaad2014_020z3, b70f, b287, aca4, ea40, ijac201614302n1, cb9e, 3b1b, 0298, 54b7, ecaade2014_239p61, f1f9, 0ca1, ba67, acadia14_357ay, 852c, 130a, ecaade2014_138l30, 0c67, 2ddf, 72d3, 501a, d226, ijac201614405z3, 421e, 662f, 64b5, 1592, acadia14_719d, sigradi2014_132w1, c7ec, 1d80, 4b31, 71c3, ecaade2015_268v58, ecaade2015_122k24, bd02, 19a1, 9f4e, d89a, 82c1, 2f5d, f755, 5792, 345d, caadria2016_611c26, acadia14projects_145ak, ascaad2014_028s7, 3e15, a4e9, 2132, 60a0, 2ee9, sigradi2016_356f, 8527, 734c, f19b, 63d4, 29de, ecaade2015_227y49, 936c, ecaade2014_072j18, 1008, 701a, 6285, ecaade2015_194a41, f220, e2b0, 9429, 94aa, 6bc0, 6bcb, f057, c13d, c665, 21c6, ecaade2015_287f63, c07f, ijac201614102c2, 7e26, acadia15_333d14, 6290, dfaa, acadia15_443z18, 20df, d92b, 6a7a, e75e, b9df, ijac201614203f9, caadria2017_004i2, e2d1, d4d0, 5fcf, 4e0f, 7bf5, ascaad2014_005z2, cd8e, 49ec, 86ea, 14ca, 5359, ecaade2016_015z3, 5300, cd5e, 42e2, 4250, 507c, dd4d, sigradi2013_194u, 0c68, caadria2015_172e26, e5cd, 7271, caadria2015_206x29, ecaade2016_163d46, e4fc, 8d7c, 1147, dcd9, ecaade2016_ws-dleadr68, 089f, 1409, bd1b, f4db, 9372, d4d1, sigradi2013_248f, 5ea1, a8c9, 2d58, ed13, e35e, 7aa7, e4d5, acadia14_237as, e7d8, sigradi2016_777cc, 6847, 4d79, 93fb, cfac, 7e85, 0c95, f177, 6e8d, 1a07, ecaade2016_223w58, sigradi2014_314k6, a07b, 6836,