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

authors Bhavnani, S.K., Garrett, J. and Shaw, D.S.
year 1993
title Leading Indicators of CAD Experience
source CAAD Futures 93 [Conference Proceedings / ISBN 0-444-89922-7] (Pittsburgh / USA), 1993, pp. 313-334
summary Current interfaces and help facilities of CAD systems are not designed to respond to a user's performance. To develop such adaptive environments, a better understanding of the indicators of CAD experience is required. This paper discusses the results of studying behavior patterns of different types and levels of CAD users for a specific drawing task. The results show that the type and experience of the CAD user has a clear correlation to the pattern of commands used, the time taken, and the quality of drawing produced. By using the experimental data to train a neural network, the paper demonstrates a connectionist approach for experience assessment. This information, it is proposed, can provide input to an adaptive interface which generates unobtrusive interception to improve the performance of a CAD user. Future experiments to explore the issues of generality and interception are presented.
keywords CAD user Modeling, Adaptive Interface, Neural Networks
series CAAD Futures
email bhavnani@umich.edu
full text file.pdf (91,445 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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98a3, ecaade2015_33f6, e460, sigradi2014_213l7, 7268, ee2f, 361d, 1a4f, 0353, ascaad2016_030e12, 8b36, 2e05, d9d6, afa4, ea24, 9fed, d677, 4f43, 0f9e, 3860, ee11, 0e03, 1aca, de54, a065, c47e, 0a25, a3ec, ijac201614102o1, 4518, 51e3, 1e7d, acadia14projects_257aa, be92, 0e3d, acadia14projects_589g, ca22, 58f4, acadia15_110x3, 6570, 9639, sigradi2016_443ss, 0e3c, 9809, 74a9, 899b, 91ca, 2c40, 7e07, ecaade2016_mrtv65, a63d, c2dc, f736, ecaade2015_53t9, e800, 25ae, c9ee, 97f5, 03b1, dc4e, 0c24, 5777, 5f67, b3ae, a18c, 78b5, 7436, d34f, 5f2a, bea8, e14e, 561a, a1c6, acadia15_223l9, accd, 04d9, 6a84, 27f5, 2393, 90f6, 65c1, c291, 5e4b, 6463, 73c0, c231, 4489, e641, 4cd7, 0ea3, 3519, 1ce6, 3c5f, 6bf6, 2b43, 9b9f, fcc4, 67e7, 856d, 6c48, 8c82, 5d13, ff0e, acadia16_124g9, sigradi2013_326d, d61d, ce8b, 53a1, acadia15_311j12, e7df, cda8, b53b, a94d, f9e6, 8474, ed01, acadia16_140z9, caadria2017_142t37, ecaade2014_180c45, 06fa, db9b, cb03, ecaade2014_156b38, ecaade2014_157u38, ddda, 2a65, 8c3e, c4ad, 6f81, d738, 7f4d, a39a, 6be1, 2026, 31bd, d26d, d067, 4966, sigradi2015_6.42r7, 7dae, 1b44, ecc9, sigradi2015_12.107i27, sigradi2014_263x9, 02c6, df90, 15dc, f60d, 7f9e, 5257, 7b7c, 832d, caadria2017_149i39, ijac201412405e9, ecaade2016_102d28, 0629, 58b9, 84d4, 9200, 8237, b385, ascaad2016_002i1, 933b, 5c82, 6cea, 66be, ecaade2015_171w36, ccee, 6a20, ecaade2016_126p34, c3ca, d192, d48f, f246, 7b32, 15c2, 8cbf, 5ab6, ebb1, 20c8, acadia14_389ay, 55d4, 4073, fb1f, a52c, ecaade2016_230t61, 75ac, sigradi2014_155w3, 21b1, e732, 3c0f, 9f24, 0bcf, ecaade2015_332t71, 46b2, 5bfc, 0454, 41f8, sigradi2016_448l, caadria2017_016v6, sigradi2015_1.288c1, 30aa, f377, 1259, a1c8, sigradi2015_3.345u5, 74c4, 790b, e0bd, sigradi2016_803aa, caadria2017_182l43, 7363, 994a, ascaad2016_007n3, d069, 998c, cab1, acadia15_203i8, d307, c5c0, 0b5b, ecaade2015_48l8, d39d, ascaad2014_017k9, cb7c, abfa, ba9f, 193f, 600c, ascaad2014_013b7, b540, ijac201412401w3, eac2, 3613, 2a3e, a38f, 73eb, 0b98, 7dce, adfa, 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acadia14projects_237at, a9ac, a258, 70a5, cf02, 59d9, 06db, 083a, a6a7, 0952, fca3, ascaad2016_032p12, 3d6b, 45c2, 7a83, caadria2015_032y4, 387a, 9279, 4761, 0f2f, 90ce, ecaade2016_018h5, ijac201614201v6, 4d3f, d98b, ecaade2015_15y1, f345, fe93, f56e, a6f7, c742, b841, 661c, caadria2016_209v9, 0eea, 189b, sigradi2016_777aa, 0957, ecaade2016_094r25, caadria2016_651i28, b94c, e9fa, acadia14_487g, af99, 9936, ad81, 8d2a, caadria2016_425b18, c4b0, caadria2015_105k16, caadria2016_725g31, 1bed, 162e, 1071, ecaade2013r_018k9, ijac201614401d1, 1728, 8822, fcf8, c8f2, 7f85, 6328, 9ac7, 0c06, dc00, ecaade2015_318u69, sigradi2015_sp_4.388b30, cf2f, eac4, a744, ecaade2016_080z23, 7791, ce9d, adce, acadia15_173t6, 3839, ea32, f4a7, 77ba, 437a, 7d86, 9b6b, e055, b2fa, bec8, acadia14_589f, bbf2, ecaade2016_163n45, 16f1, 37c1, df4c, f10c, 6dd3, 9821, 426b, eef7, 88f9, 44df, 4168, 1c23, ijac201614405z3, eb3e, 648a, a87d, 62e9, c24f, 96b7, ecaade2014_023f6, 6ba3, 51bc, b218, 7bfb, 7c59, 8165, 6f30, 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ijac201513206h9, ac77, 15d7, c94d, 457d, 2571, 5c61, ascaad2014_008r4, sigradi2013_212, 8189, f37f, ecaade2016_162z44, a2bf, b1b1, f32d, 2f4b, f34a, fabf, 77e1, 75ad, e39e, db23, 0b34, b192, caadria2015_070i9, d7dd, c0de, acadia16_88j6, 84d1, 1130, 40df, 0d74, e63b, ecaade2014_088e21, f898, d491, 3d53, 0137, cab6, 2214, c768, c4b2, 9502, 7e3b, 9ae9, 1ec4, 4c88, 59a4, dbd8, f8ba, 3210, 8162, 8b24, 4b99, fc39, 41c5, 5ba0, d66c, ecaade2015_11g1, c282, 7e52, 43fe, f5e2, 54a7, 7a8c, ecaade2015_138y26, sigradi2013_397e, ffcf, caadria2017_004i2, ecaade2015_229f51, 6040, ab86, cf75, de0a, 61bb, b2e9, sigradi2013_343f, b646, 3565, 53b8, 303a, cf9c, sigradi2013_342r, ecaade2016_075l22, 77b7, ecaade2016_067f17, 6ca5, 790a, sigradi2015_10.307f21, acadia15_497p22, aa82, 1c67, ecaade2015_286b63, 460f, 8afc, c6e7, 03a4, ecaade2016_118a32, fa45, caadria2017_136m36, 3bdf, eba4, sigradi2016_625mm, bb31, 745f, 4d11, 8504, 54b1, 91e2, dfba, 08f9, ecaade2015_206p45, 1ed7, 3e14, 461f, 11df, 136d, caec, 2735, caadria2017_016z6, ecaade2014_024t7, 4a5b, a63a, 0dd6, 906a, 386c, e995, 1221, b278, sigradi2016_752qq, b77f, 527c, 3584, 7b8d, sigradi2016_449jj, 0d56, cff9, acadia14_719m, cda4, acf5, sigradi2013_111u, aae8, ecaade2014_055y13, acadia15_137c5, 5c1c, acadia15_323z12, 61a4, 8032, a792, 4edf, b9b4, 990a, ae27, f0ec, 6ace, 4c8d, e6e8, e5af, fb48, caadria2017_015k5, 6953, 7e2a, 5c07, d5ca, e991, 1165, 87a4, 9852, caadria2016_683h29, 95e2, 674d, 70e3, 1235, a455, 0630, 3663, 47de, ecaade2015_178f38, 093a, b02d, 9daf, 85eb, sigradi2015_3.221z4, 5733, 2a17, cc61, 615e, 2ec0, 0dfb, acadia16_382r23, 2f3c, 64e8, 9136, a672, ijac201412408r1, fce9, dc34, 5e38, 4f0a, 621b, 84ac, c3ee, 9087, a625, ascaad2014_029p8, cc8c, 0100, 3dda, 0949, 87e2, acadia14projects_145ah, 9077, 4eac, acadia16_72e5, acadia16_260g16, acadia14projects_389aw, 76de, 4ede, acadia14projects_111k, e475, 3c63, ijac201614405s3, 8f60, 443b, 5477, ecaade2016_017r4, ascaad2016_023a10, f270, 23df, 49da, 35a4, 273e, fabb, 7c5b, 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afa1, 734c, da92, f95a, aca4, c880, 2769, 7bcc, b1f6, 3cf3, 6740, 2aa3, ad6c, bcb5, b3f7, ecaade2016_140s39, 1d77, d381, ab17, 05ff, 3d48, f3e8, ijac201412304c1, 1344, 78b8, bcc1, ijac201513303g11, 7ec3, ascaad2016_001c1, a582, e965, 8539, bff6, 18f2, d9fd, b4c4, ab12, df84, 48b5, dfb1, ecaade2015_55b10, 3ba5, 82e8, ecaade2014_086y20, 66a6, ijac201614203w8, e3dc, caadria2016_073c4, 85b5, 570f, ascaad2016_029x11, 4d1e, d70c, acadia14_281ae, ecaade2016_163i45, 8383, 2058, ecaade2013r_018t9, 083b, caadria2017_168b42, 71f3, 3d46, 4844, 012d, 1a2a, 43d9, 9577, 56f1, 8537, e787, b609, aeb1, 8d14, 9c86, b2b9, 751f, b754, e8ca, 67b7, 2584, 448b, caadria2015_226v34, acbf, 5528, 4218, 8157, 80f7, be83, 5986, dd9d, bdcc, b81c, 5ab3, 4c8f, c514, d195, ac01, 84b3, 1327, e428, 30f8, 2abf, 154f, 3e5a, 6aa2, 4eeb, 9fe0, 775d, 3a21, d635, ecaade2014_023e6, 0fb5, fd5e, a62e, ecaade2014_168k41, sigradi2016_363dd, 66d3, 97e2, ecaade2013r_012p7, 5013, c731, 6052, 90e4, 778f, ddb6, sigradi2014_152s3, d7f2, fda2, caadria2016_135z5, 0125, 4d66, aa9f, 0fa1, caadria2016_457n19, 8f01, 0a4f, 00b5, 78a7, 86e7, 8f42, 6334, ascaad2014_005c3, 1530, fd1d, 1013, ecaade2014_195v50, 280d, ascaad2016_028l11, 18e6, sigradi2015_6.329x8, 9836, 5f6b, d7e9, ea36, bcf7, ecaade2016_085m24, 1c2e, 91dd, sigradi2013_381, df66, d59b, 2492, c959, 19fd, c411, 45e7, 301c, 3497, 6bcd, ijac201614307u4, 6d16, 8cfb, 0148, 5b80, 06d7, c8a8, 6849, 78e8, 5886, 46e6, 1b20, 68f8, c641, d641, 9209, 4502, 2983, feea, 5c7e, 7535, 985a, e2d6, 6bbe, 4353, 5c39, 6afd, caadria2016_167n7, 3424, c796, 4ca4, 80eb, sigradi2014_123t9, bd79, 22dd, 9d0e, 0eac, ijac201614105n4, c30d, 7a65, sigradi2013_397, c4a4, 3d67, ab2c, 5565, 0dc4, f41a, f7a4, 7f03, 9f70, 3fd2, ascaad2016_042c17, eee9, d761, a760, 37fe, a7f6, c77c, 3a99, ecaade2014_225u58, f3f6, 5798, 9013, 7c5c, 6635, acadia16_62c4, 8a73, c008, ascaad2014_017l9, f8c8, 1971, dedd, d5eb, 3856, caadria2017_002h1, 12ac, 2d0b, 9295, 5908, c90c, e745, f19b, b325, ecaade2016_224u59, a4cf, 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ascaad2016_006j3, ecaade2014_020p5, 0678, ijac201614302v1, 73ca, 2a06, caadria2016_651c28, e2f9, abda, acadia14_627au, 3188, sigradi2013_243s, 3550, f9b1, 809d, a0ec, b53a, c4dc, 1322, b090, 892b, ae5d, caadria2015_114x17, acadia15_343t14, 1fee, ecaade2016_168f48, 42b0, d0ac, f234, dc42, 696a, f93e, f193, 7b4d, 0ed2, a291, 65f5, d1a5, 4239, 923e, acadia14_135ab, 9a0a, e8aa, acadia14projects_589l, sigradi2015_3.268g5, cd77, caadria2015_033b5, 5c87, 7772, bea0, 6400, 11cd, ded6, caadria2016_167a7, 6975, cd47, 2f2d, fc00, 315c, ascaad2014_005d3, sigradi2016_537a, 76a1, caadria2015_170r25, 6dd4, d223, b4d3, 8a65, 5a4e, 99f6, eae1, 26c0, b561, acadia14_91t, 12b3, 6399, 732b, ecaade2016_167u47, 587c, 248a, dab3, 4a36, ecaade2016_129z35, 8b23, caadria2017_185z44, 20bd, 0029, 57d5, acadia16_244l15, acadia14projects_317x, b0f4, 85ad, acadia14projects_117ax, 777c, b86f, sigradi2013_30i, f47b, 7ad6, cafa, d0b5, 9ac9, a789, sigradi2015_sp_8.6d30, caadria2016_611g26, 73fa, 4e27, ecaade2016_217j56, ijac201513302k10, sigradi2016_534pp, caadria2015_213p32, 809b, ecaade2015_227l50, ecaade2016_028g8, 511a, 86c9, 07eb, 5685, 014e, 30df, f282, 1b64, 2c73, caadria2017_174e42, f615, 77fd, 00ee, 8fe0, 2d8c, sigradi2016_467p, 27bd, 3de7, e51a, 3c92, 8864, 8461, bf06, 75cb, c5c4, acadia14_177o, fb95, 386f, 4cd0, c061, ae46, 86d4, cb0d, 6717, 3ab1, ecaade2014_111k25, 9494, 549d, 8c94, ijac201412304t1, 9c03, 2223, 08e6, 178d, 17dc, d6b3, 6587, 93be, 16c4, 6a59, 3196, 7dd9, 18bc, 9b7a, acadia15_311k12, 6caf, caadria2016_725i31, caadria2015_194z28, acadia14projects_357aw, 7f7b, e90a, 5941, 89db, 7399, 95f6, d523, 4818, b6bc, edee, b6a4, ecaade2013r_002u1, 6bc1, 0283, 95c9, acadia16_206m13, 69a7, 424e, 35d3, 0a3b, de8f, db1b, 7c69, b3fd, a8f4, a61a, 8ab2, ecaade2016_222d57, fa2a, a762, dc1b, ed39, bc10, a089, 6266, 1f6e, 9cd1, ecaade2016_042j11, 9d69, 11c6, cbf0, baee, e6ab, 4944, 6168, 4215, 4b7f, acadia14_375n, 5471, 3b91, c9f2, ijac201412301b6, 8ef1, acadia14projects_281w, 9324, 84cc, ca14, ecaade2015_195k41, 7871, f524, ce45, 6920, f1d1, 8584, 08cd, 114e, acadia14_579c, 5f7d, 3940, eef1, f10d, 067b, 9c5e, 42b5, fd9e, fd90, ea7e, 5d42, e2f6, b34f, 33a0, 2a48, ae72, 007e, 1f01, d382, 11ba, acadia14projects_145ai, 6f4f, 7f61, b308, e1ed, ea67, 6b4a, ecaade2016_055j14, 0bad, 4b16, ecaade2015_169a35, ijac201614308y4, 8442, acadia15_251n10, f4a5, d5a4, 2496, e7cc, caadria2017_081s24, 30ce, dc74, 4451, caadria2016_673a29, bb5b, 0c95, e527, 4827, e0b3, ecaade2015_35y6, 5ffb, sigradi2016_363ff, sigradi2016_732c, fb12, 3147, b64c, cea9, 789b, af33, sigradi2015_8.189r13, 369c, 04e5, c15a, 3a46, 7065, 4790, c6c3, bbef, ecaade2014_050b12, dbaa, dce2, 3d73, 3b74, caadria2015_203m29, 150f, 2706, sigradi2016_807kk, caadria2015_122n19, 219f, 1953, ascaad2014_024j5, d3af, 815f, sigradi2014_157e4, d599, cd70, abc4, acadia14_23v, ascaad2014_019h3, 6cc4, acadia14projects_167z, 828c, dd22, 8dd1, ecaade2014_194f50, c2bf, ijac201513303c11, 197f, 0f02, cbc1, acadia16_116p8, c75f, 018d, 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132c, 5883, e748, eed8, 02e5, 057d, 2881, d1ed, 8abe, 883c, a3b4, ecaade2014_127j28, 77bc, 1e13, 4012, c545, 69ef, acadia14_43am, sigradi2016_382z, 378b, 3821, sigradi2015_8.264s14, 3829, 7cd1, 5b83, 3884, f373, 9d1d, 5de6, ecaade2015_55o10, db40, 2cf1, e402, b59c, 7dc4, 5e85, a8b7, 39b2, sigradi2016_625yy, 6fe8, dd77, sigradi2016_815oo, f387, ecaade2014_072v17, 8d39, acadia14projects_619ag, ecaade2013r_011d7, ea33, 5cd3, 5e30, 0b61, b507, 9bf0, af63, caadria2016_851y35, caadria2017_015b6, dd46, 7ed0, a2ad, b310, a619, b55d, 6d6f, addc, b8ae, c637, 24b8, ecaade2015_136u26, a4d7, 93ab, cab0, acadia14_445ae, 802b, c95b, c7fe, ecaade2016_038j10, caadria2016_819w34, ecaade2016_bkou65, 6401, 6cbe, 1b11, b45f, f678, cbff, sigradi2016_568oo, e6b7, ascaad2014_030c9, 766e, 46dc, 6107, 838a, 04ca, 34d8, f594, 56b1, 46f9, 9047, 42a1, ce72, caadria2017_185t44, cef7, 65f1, 5f2d, sigradi2013_359m, 5bfd, 7c4f, ascaad2014_019j3, 33de, ascaad2016_038r14, 7606, 68a9, 51e6, acadia16_12u1, e9eb, 9b2b, 6af4, sigradi2016_369qq, 833b, fc0c, 3a61, 5026, 5631, eb6b, 0386, 5033, 67bb, b2f8, 3b7f, 6dd7, efe2, d1aa, e76f, 75d1, ecaade2014_140m31, 9d31, 28d2, ecaade2015_48x7, 2eca, 0d20, 6e35, 7180, 4ae9, 5c6e, bae2, e42e, b783, a9d1, 0977, 7c10, 1f02, 61fc, a45f, ecaade2015_61v12, d9cc, ijac201614308a5, 1752, sigradi2016_421xx, caadria2017_127f34, 5f0e, acadia15_185b7, ed66, acadia14_125z, sigradi2014_080m7, ecaade2016_191g51, c5f9, a197, acadia16_88k6, 881d, a892, acadia14projects_291a, ca99, 606c, cc70, f550, sigradi2016_614t, 8529, 45a9, 4537, e113, 4f8a, ecaade2014_237c61, ecaade2015_265t58, f186, a627, c62d, 0644, c37c, 85dd, 950f, ecaade2016_021s5, ecaade2014_072s17, a448, 7242, 6892, 1800, 5de8, 8457, 3e30, 39fe, a4ae, 1644, caadria2015_073g10, c8dc, b72d, e45f, c1c3, 8936, 4534, be5b, d4cc, 34de, d9a7, 9ecc, ecaade2016_118k31, 50d3, cc21, 07ed, 8cf7, 092a, 6bca, 3d09, 4db9, acadia14_177y, ecaade2014_024f7, 5bf2, b6fd, 1f05, acadia14projects_435ah, sigradi2013_330e, b1b7, 779e, caadria2015_208v31, 6e87, 4509, aba6, fb9d, ascaad2016_041p16, feb7, 4922, a07b, be63, 7082, 7305, 4d01, 7e31, 9c4b, 6ee4, 0e12, ascaad2016_046l19, 2dd8, 5a68, d59a, ecaade2014_239o61, 190a, 9767, 2daf, 6cc9, fcd3, 1ea4, caadria2016_095t4, acadia15_417e18, b685, d42a, 3057, b06b, 7843, d3ab, 6871, d0b9, a8ef, caadria2016_663r28, f997, acadia14_281r, 2424, 90cc, efc2, fa5b, f587, 948a, ecaade2014_111p25, f935, sigradi2016_484mm, 568c, ed58, 98ac, 349b, ae3d, ecaade2013r_017a9, 838d, e3bd, 57d0, beb6, 1296, cfef, 46da, 3b80, fbe1, 5c05, acadia16_78n5, f98d, ab96, cab9, sigradi2016_729ww, a59d, 48b2, 9d3c, caadria2016_457l19, 2c1a, ecaade2014_029f8, 0203, 3cd6, e2d4, 0cbb, acadia16_214g14, 3897, f7b7, acadia14projects_153an, 1723, f057, ef2c, 2d25, 0df7, 40dd, 9c5d, acadia14projects_719i, ac24, 1b49, 4614, ascaad2016_030c12, 107f, sigradi2015_11.165n25, caadria2016_631c27, bbe1, 31be, a572, c33b, b58d, 04fb, 8b5d, ae7c, 7b68, acadia14projects_117av, acadia15_343a15, b2fd, 6fff, bb15, 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8ad0, caadria2015_087i14, 022e, 82a9, 142a, 4cc1, dee3, ecaade2015_229l51, caadria2017_016k6, f08f, f3cc, 6f8e, sigradi2016_559t, 97fc, 04cd, 0798, b4a0, ecaade2016_021t5, c04b, 076d, 026a, caadria2016_651e28, 498b, f1f3, 6552, 5827, 1a61, 6391, ijac201513206r9, 6de5, 1c3b, d858, 07b4, ae29, 9017, sigradi2014_052o5, acadia14projects_601w, 0928, ijac201614309h6, aad8, c45d, acadia14_565z, 4a42, 0dd1, 9392, 8f4b, 1448, d299, 1c6c, 539e, caadria2017_009j4, 03e0, dc3a, 3756, 3d5b, 2def, edd8, e81f, 2665, 9388, dbf3, cdd2, 559c, ecaade2014_197g51, 3775, de02, 20f0, bf7c, 7380, 86f9, ecaade2016_mrtj66, 60ca, 4a66, f42c, 1f6d, 09e7, e3d4, 095f, ascaad2016_051c21, f7c5, fec4, 5e47, b015, a598, d95a, d0a7, acadia14_311w, 3b05, 08ee, caadria2015_077x10, c164, c204, aae9, b5e8, 2cfa, 406f, e7dc, 955f, c855, e336, 925f, e90f, acadia14projects_247t, sigradi2013_304c, 36c0, ijac201614207o12, ecaade2015_329j71, 0ca4, affb, b294, acadia14projects_115ak, 4a5d, 5337, 032d, f030, 3e64, 7d65, 646f, 046a, 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d368, 7f6f, 5300, 7ccb, 239d, sigradi2014_045x3, 4646, c377, 4ac5, 78d5, sigradi2016_449nn, b7c3, ddaf, 7334, e92a, ecaade2015_59s11, sigradi2016_448gg, 2dad, 28eb, df59, acadia14_719k, b11f, e1b8, 0316, 8839, dbda, 55c7, 07f3, ijac201614309s6, 85db, 5b6e, 9b19, ff62, 543a, 36ee, 4bdb, f51c, acadia15_343g14, a220, 92ff, 0cd3, 29d9, a95b, caadria2017_101o27, ffd1, 3a57, 2348, ijac201614305g3, ecaade2014_113b27, 3cdb, e9a5, 7962, d7b4, a7f4, e69b, 5adc, 87e8, 23c4, c060, 2a54, 29d6, 3225, 6771, e5ec, ecaade2015_161j34, ddf4, 33c0, c7bb, 15b2, f8f4, 4efa, caadria2017_142v36, 7bb9, ecaade2016_130a37, ascaad2014_013s6, 9b99, 7ac4, e463, c2ea, f740, 1fbf, a5a6, ecaade2015_175s37, 2093, 8d77, sigradi2016_517p, 88f6, 35d6, 1096, 7d7b, 6b1b, 0174, ecaade2015_230n52, 56ca, caadria2016_045b3, baab, c5fa, 14b0, b24c, ac96, ecaade2015_202p44, 6f51, d7e2, ascaad2016_021j8, 8659, ecaade2014_184m46, ijac201412408j1, b43d, 12a9, 2af1, ecaade2014_094p22, a50c, 9ef6, acadia16_164u11, 9dd5, a2d2, 92ad, ca76, dd8f, f7b9, 75e2, d13a, acadia14_445ah, 1469, fd0a, ef5d, e2a2, 4a74, 24fd, sigradi2015_4.219t6, 5a30, f545, b066, 8b74, 6f0d, 3a58, 2b19, 7f6a, ecaade2015_138m29, 56df, df44, ff0b, sigradi2013_327z, 41ef, 4d7b, 6ad7, 89e2, 9aa4, 107c, e4d1, 8587, caadria2015_237l35, a97d, sigradi2013_386d, 4aef, f0d0, ba03, 73a9, 6e6b, a1f4, ecaade2014_092c22, ecaade2015_129j25, 37df, caadria2017_129x34, e352, 5a16, cebd, bab3, sigradi2013_28t, 0937, 6732, 5040, 5139, 6e52, d1d7, 2fae, 0b2f, edad, b522, bc1c, 16b6, 9506, 1263, de12, 23be, 4e85, 9683, 81e3, faf8, sigradi2016_484ss, e4f7, fb54, 0343, ijac201513306b13, sigradi2013_41u, eb20, 5a00, d4f6, 2d02, 1f68, a352, a157, 1599, 12ab, 8724, 51fd, e569, 811b, 0022, acadia14projects_339ap, 720f, be55, b808, f6a2, 7a13, sigradi2016_805gg, 3e9e, acadia14_487e, 9b7c, e59e, 1fd9, 8fc5, c3f5, ecaade2015_130h26, 8707, eb1d, 511d, 12b4, 131f, acadia14projects_43ah, 19e7, d421, 6495, ecaade2015_138a28, 7f80, 7d66, 767b, f2f9, acadia14projects_531v, ijac201614407c5, ecaade2016_046z12, 2f26, afb5, 2445, 65d5, 1d5b, 5c0c, acadia14projects_145p, 0b57, f45e, 53d8, da5f, 8df3, ac85, dda3, 6f62, 69bc, sigradi2013_386n, ijac201614405o3, 5f63, 9ae3, 3ccd, 2d51, 75f9, a2a2, d6b5, 2d55, af73, 3121, 687f, ba99, 1df5, 11e1, 52f4, ecaade2014_240l62, 0caa, 9e22, ecaade2015_250e57, c1d9, 617e, da12, 8104, 586a, 2004, sigradi2016_673dd, sigradi2016_695r, e3d2, 8c0a, sigradi2013_74e, 3f9a, 8235, acadia16_124b9, acadia15_343y14, 361e, a563, 4982, 9ae6, ecaade2014_084r19, ecaade2013r_007d5, 4530, b111, 72fc, sigradi2015_8.186j13, 6373, 260c, 1471, 8e15, acadia14projects_267l, 23a4, c57b, e183, 009f, 079a, 69af, c9fc, 47d0, ecaade2013r_011i7, 76c1, 1842, caadria2015_156p24, 9994, 0a9f, 8a4c, 48e6, 47c6, acadia14_23u, ac42, 010c, fe1a, acadia16_344n21, fa08, 68aa, caadria2017_002j1, ecaade2016_mrtm66, d5c7, 56d6, d55d, 820f, 67bc, ecaade2015_158r33, 4c06, 8cf4, e6c5, 6ca7, 8d70, e9b9, ecaade2014_237g61, a594, sigradi2014_079i7, 2b12, d773, 7e51, ijac201513103r2, 5dbf, 47a9, a129, ca0d, 4267, 07ab, acadia14projects_101u, 9f6e, b7c1, c126, b5ae, b5c3, ff83, e54c, acadia14projects_555c, 5870, 31fa, cfe0, bb48, ecaade2016_225x60, 3727, baa3, d176, 717f, 327e, 866b, 6b6f, 42ff, ecaade2015_59n11, e55a, caadria2016_135c6, 2d03, fb6f, a30f, ecaade2016_mrth66, a545, 72f4, 2ff7, ce4c, ascaad2016_046n19, ijac201513102w1, 99ef, 3703, a422, ecdc, 45e0, a342, 0e7f, b9f3, caadria2017_029h10, c0ca, 8e12, d36f, 66ec, 39f2, f0e5, c343, 6926, a0ae, 6ce2, fe95, acadia14_531y, ascaad2016_057l22, eb05, 3f08, 26cb, ff70, 1a65, 16e0, ecaade2015_237j54, 4c20, 2112, a0d8, 2a98, d056, d171, ecaade2015_109t20, c8f4, 48c6, caadria2015_064z7, 6c56, ff24, ascaad2016_043p17, c27d, 6b60, fec5, 617a, 644e, ecaade2015_116k23, c5fc, b76a, 3c84, 0172, sigradi2016_732j, 475f, 0360, e876, e12f, 5ead, f721, 9960, 54c2, b089, 6093, 2ff6, 53bc, c6de, b89d, 8db8, 7e97, ecaade2014_157k38, 1312, 37b0, a90f, da6f, a51d, ascaad2016_010a5, 5646, fc02, 9b75, ff45, a559, caadria2016_713v30, 4892, 60e6, cb98, c616, cbef, 4dfc, 6d51, fffd, 4ef7, 85d9, e455, 8124, 3d21, b9d4, 847e, 2fcf, e64f, e8a8, bad9, a67e, f132, ecfa, 7cbc, 5264, ijac201412403g7, 4c34, b44c, 9880, 595e, 0b6f, 362b, ijac201412301n6, d6c7, 95ac, bd0d, 806d, 1499, ecaade2014_128t28, 19ee, 7067, 0dd5, 8028, ascaad2016_021a8, 89eb, ba54, 0a2c, acadia15_123u4, 842b, 8e19, f3a7, 5fe7, e64e, ecaade2013r_018v9, 661a, e4c6, d08c, 10dc, b173, 5524, 178b, 76d3, sigradi2015_3.111e3, 0695, 9ccc, c81c, 2212, acadia16_308z18, 1f9e, 9b46, cecf, ijac201513205a8, ecaade2014_015o3, ba5a, 8491, 80ed, 0f57, 727d, 6e4d, d777, 068d, 1861, c995, 775a, 7d24, b25b, 12da, c72d, ascaad2016_017c7, 68a8, 0c61, 51c7, ascaad2014_014h7, ea74, f646, ijac201412302i7, 0aea, 0cee, 38ff, 4696, e830, 96f7, 3e62, 3287, 41a9, ecaade2015_229j51, 1b47, 5118, 4971, 72b3, 8444, a495, 3c5c, e203, f170, f9e3, 4430, f14a, ecaade2016_021w5, 916f, 6f87, eeb2, 18c4, e936, 0400, 2b37, f23f, 2d63, 3120, 49e5, ascaad2016_050y20, 5294, 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8c49, b51a, a8d1, ecaade2016_223a59, d0fa, ce6b, 9ed7, caadria2015_016g3, bf94, a463, 92db, 31eb, 3894, 9d7d, 86e6, 2472, ascaad2014_012g6, ecaade2016_243v64, sigradi2015_12.215z27, ijac201614306v3, 9e96, caadria2016_861a37, 7ac5, ijac201412303h9, 667b, bc27, 19e0, 9546, 6814, 0058, caadria2016_405m17, 3ac2, c56a, acadia14projects_445ad, acadia14_375f, 39de, ijac201614102j2, 2dac, 3bf0, 5eeb, 6eff, sigradi2014_313t5, f547, b486, 1bf3, 4a47, 6482, 765e, 703e, 5ace, 949b, be5a, 1c2d, caadria2017_122b32, 42a9, db39, 75bd, 527a, a5e8, 9a86, acadia14_463j, 96b5, d575, ecaade2016_171a49, 06c0, d5cd, d62a, 93c9, ecaade2015_240u54, 287c, 06c3, ijac201513206j9, c23b, c83e, 9f34, ecaade2016_006n1, 4f2b, 6850, 80ac, 12b2, e62a, fe6f, eb6d, d17b, f34e, caadria2015_111m17, ecaade2016_070r18, ascaad2014_005j3, ecaade2014_152h36, ijac201412301r6, a684, b8fa, sigradi2016_530gg, acadia14projects_497w, f790, e6ac, 2835, 6141, 309a, sigradi2014_313r5, d409, 7266, sigradi2016_669q, 9cde, daf3, acadia16_308p18, 9d67, ecaade2014_105y23, 04a4, caadria2017_129c35, c32c, 75f7, 3a6a, 6f98, 84f7, e35b, 4b5f, 601e, 86f2, caadria2016_249m11, ecaade2016_067a17, 353e, 27fc, f365, d89b, 445f, 4fbb, 9371, 43d7, e563, 35be, 7470, ecaade2016_151i41, 0648, 41c1, acadia14projects_71z, b69a, 9c0b, ecaade2015_215h47, c917, c772, acadia14projects_719e, 9138, caadria2017_124v32, 869f, d467, ascaad2016_038k14, 613a, ead5, f52b, 9389, 29e4, ece1, ac58, caadria2016_125r5, afd0, e79c, fd73, acadia14_311x, caadria2017_058p20, caadria2015_210g32, ec04, dbf6, a201, 9162, 492f, 7565, 907f, c55b, ecaade2014_153l37, caadria2015_126r20, 2ede, 858e, sigradi2015_13.316u28, 4d02, caadria2015_016t3, 44f8, 7cee, db15, 5ecd, ecaade2016_126m34, ijac201614402j1, ecaade2015_336a73, acadia14projects_719p, 07d5, caadria2016_735n31, 55a1, 6e59, 89f7, 5c15, 7224, 8557, ascaad2016_003b2, be15, e101, ecaade2013r_003x2, caadria2016_073w3, f24d, ascaad2016_038t14, 26cf, 1dce, 7c44, 428d, 7d30, edd9, acadia15_81s2, ae39, 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3dbf, f349, ascaad2016_035n13, 1a59, dea6, ecaade2013r_003v2, 8111, 3691, 723f, 014c, 5582, 1e8b, ijac201614403j2, 81ac, a629, 8fce, ecaade2014_042k10, d4bc, ecaade2015_138i29, 15e3, 3880, 91d2, bc3a, d2c8, 4b95, 6c89, b6aa, e4ba, 4bfe, ijac201513105c5, caadria2015_067j8, sigradi2014_144a3, 43aa, caadria2017_051g17, 0121, 1028, 630e, a764, 01c4, 2d81, caadria2017_104x27, 988c, caadria2017_101f27, 9042, 884b, f39f, c778, sigradi2016_550n, sigradi2014_313v5, ee77, afdb, sigradi2014_347l10, acadia15_173s6, 7751, 27c2, ascaad2014_004i2, 02d6, a8a9, 6f92, sigradi2016_655f, d1fe, 3aef, 1e5e, 804c, d96d, bc3e, 4456, 9940, f9a3, cd53, ecaade2014_029a8, 0e45, 2a0d, 8868, caadria2015_126s20, 81d9, dc61, 8a61, 1f14, 2775, e666, c832, e93b, 6ff3, f658, aab6, 1c8f, 03f4, 29f4, dea1, 244f, 8562, 9eb0, acadia14_539c, aa81, ecaade2015_287j63, ecaade2014_168f41, cf8a, afd6, 407a, a346, 2cc8, c449, 2d2f, 1986, 57f1, d8a6, 4b02, abe3, 405a, c074, caadria2015_137k22, 9bab, 7d3e, 61e1, ecaade2013r_015o8, 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