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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ecaade2015_194n40, c6dc, bb57, 44eb, c96c, adde, ecaade2015_195m41, 6367, 882c, ecaade2016_015y3, acadia14_619ae, ascaad2014_011z5, 399a, 09da, ascaad2016_038l14, d256, 23e2, 9d25, 427a, 0735, 85a3, bcc7, 3a80, 87c3, e3d6, ea0b, f2ec, fd14, aca9, 52cb, f5bc, 6148, 8707, acadia14projects_153az, e77e, 289c, 989f, f7b9, sigradi2016_817i, 5aa0, 7621, ca93, e408, acadia14_589a, b418, ecaade2014_024g7, ad65, 4951, e7eb, acadia14_281y, 5c8d, caadria2017_028z9, ff63, 7a1a, ecaade2016_223m58, 0baa, sigradi2014_345m8, f911, b661, a5aa, ccda, c492, 24b4, 89ee, 6f34, 9e77, 37e8, sigradi2016_399g, 3249, c8d7, 99a1, 1399, 6f61, 0455, b64c, 436f, d75c, d050, ecd2, sigradi2013_117d, 3a7f, sigradi2015_3.394g6, 16a0, acadia14projects_33aj, 9e19, e6ed, c5d8, 6580, e428, 9920, caadria2017_042v13, sigradi2014_047o4, e37e, f22a, e336, ijac201614207m11, caadria2015_130h21, 0507, sigradi2013_386c, acadia16_280s17, ea73, ecaade2015_296o64, 3a4e, a4f1, caadria2016_301g13, 09a2, bc5c, 4801, 87db, 7786, b0d4, 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ecaade2014_057u14, 1bee, 5e8b, 75b0, f63b, 5976, 309d, acadia14_281ab, e473, 9bc5, e576, 5983, 955b, ad42, 5d8e, 204f, d6b7, 521d, 7961, 86dd, 096a, 796a, 389b, 8704, acadia14_145ab, 7588, 9fb3, 1284, ascaad2016_014g6, ecaade2013r_012s7, ascaad2014_017y9, 67f6, 6ff6, 7024, 2c18, b140, 242c, c0a1, be0e, 4e0a, 6175, 3e32, cc09, a04b, 2235, 3380, 7ee6, 779c, 94a3, 5c71, 4776, ecaade2013r_019k10, ecaade2016_139c39, 93bb, e516, 3fe2, 38c9, sigradi2013_359l, 4d3a, 00f0, 1a85, a774, 6372, 693c, caadria2017_105l28, ijac201412301t6, 0ebf, 18b9, 4d28, ecaade2015_229k51, ecaade2015_287o63, bd15, d39b, 64df, 5f29, df06, sigradi2014_041j3, 332d, 19b8, b4e8, d5e2, 5fba, c737, ecaade2016_119w32, acadia14_357an, 2e93, ecaade2016_036t9, 9cfc, ecaade2015_17h2, 42b6, ijac201614405y3, 1804, acadia14_101u, 03cd, ecaade2016_tkoh67, fe1b, 2602, 8064, 4b0b, d99e, 6442, ecaade2014_089z21, 6096, 3ce4, b5ad, cd80, ad4e, 5e93, a505, 41d6, 3d6e, 1010, e8bd, 214b, acadia14_75ay, aaee, sigradi2013_414b, 3b57, b9c0, f6ab, f638, 2c4a, acadia14_117az, ecaade2016_071m19, f5eb, 5af4, d20c, 8db7, 8457, c1fd, a6b6, 0262, ac94, b1a8, 9351, 4f5f, e8c6, ba5d, 086f, 3fc5, f494, a948, 7370, 1989, fb90, ijac201614105c5, ascaad2014_029l8, cdcb, f1f0, 3ed1, acadia14projects_539e, 2730, a749, 78cf, 5437, aab6, 122a, sigradi2013_62, acadia15_57x1, a170, acadia14projects_75a, 0967, ecaade2016_067a17, 8d50, d510, fcb3, 795a, ijac201614201v6, d9d3, de63, 08d9, 64f6, e06e, sigradi2014_152u3, ascaad2016_019t7, 4db7, 5bcf, acadia14projects_479s, acadia14projects_565p, 642b, 2b6e, 1e36, caadria2017_005c3, 0b2a, 916a, 033c, caadria2017_015l5, caadria2015_090r14, f91e, eb00, f00e, 19df, 76e6, ef56, 9d66, ecaade2016_102e28, ecaade2014_030p8, ascaad2014_007a4, 635a, f982, 41d2, 535c, 715c, a92f, ecaade2014_157l38, 5447, 258c, d549, 3710, 50ea, 83bf, 8270, 3cde, d182, 2ecf, c02b, acadia16_72g5, 6cdb, acadia14projects_111h, 98e8, ad36, 4376, 4be9, 7874, ecaade2013r_008i5, e351, b96d, 661e, f732, bdd3, 6bc1, 3892, 71af, aa87, 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ff97, d34e, ebd3, acadia14projects_291as, 206a, 3f6d, 1534, d11c, 8c9a, dbdc, dc95, 8a3e, 968f, 1639, ad1d, df5b, 91a6, sigradi2015_9.141c16, 9bcc, a7a6, ijac201614307p4, f236, b0c1, d103, 2198, f6f4, sigradi2013_111v, b1e1, 52a6, 8d8e, ff2a, 28e3, caadria2015_061d7, 5103, acadia15_357s15, fcdf, ecaade2014_049x11, 8293, ce5a, b875, 2f46, 8219, 10b0, 9b17, 5b8b, 7467, 2273, 068e, 3467, ecaade2015_130h26, e74c, aed6, e175, ccb6, 7c1c, 5955, 0f02, sigradi2016_815mm, e87b, a41c, 9d9c, bf6d, 3101, a4eb, ascaad2016_052h21, sigradi2016_685oo, 62cd, 6aaf, b68d, a35f, b43c, 54ef, 2386, feca, a352, ecaade2015_227c50, 3088, fb9a, 6ec4, 220d, fc3f, ebb7, ijac201412403p5, acadia16_362n22, 90d5, 1ce4, bb5e, 4412, 021e, 0650, a979, sigradi2013_327r, 4c1a, 609a, 7116, 8263, ac64, f412, 492d, b433, 6413, 87d4, f387, sigradi2015_4.219z6, f185, 3ac0, a739, 4ec0, fe90, 13cd, ded9, 217d, 639c, 5385, ac78, b3e3, 8cd8, ijac201513303s10, e068, 878f, 8182, ef48, 25fa, fd18, ijac201614102n2, acadia14_619ap, 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7de0, e789, 926c, 1eee, fc7c, 10c2, a59a, a65c, bdab, ecaade2015_256e58, 2f4e, ecaade2014_016g4, sigradi2016_792l, fd71, 1199, ad5c, 49f7, acadia16_214e14, d232, 1204, 44f8, 3da7, acadia14_153j, b67a, 718e, 7067, 3dc4, 1e20, acadia14projects_145z, 1687, 84cc, a528, ecaade2014_199x51, 8e9d, 9d45, 1045, 9db3, 545f, dd8b, 7c3c, 1a57, c39c, sigradi2015_10.144u19, sigradi2013_111s, caadria2016_651e28, 32b3, 2301, a454, 3a7e, ecaade2016_215u54, 0a79, ed14, 8964, cd30, ijac201614204c10, e296, b116, 0ba1, fc85, 6a15, aa5c, adc3, c195, 8cfe, 5ec7, d03c, ed39, ecaade2015_22c5, caadria2015_087e14, 0866, 9abf, ecaade2016_119l32, 4b5d, 823d, 067f, sigradi2013_393p, acadia14_375d, c103, 3a34, 13d5, 4bdd, 8147, 4ff2, 79ee, 68c1, ae7b, b203, 73b5, b18a, e2d7, acadia14projects_479ax, 6be4, 50cf, 9f34, 8d77, 1099, 8391, 64b6, fc87, 5df5, 8560, 4e76, f5b5, 7878, 28ba, dff2, 7be5, 0ec7, cf10, ecaade2016_169k48, acadia14_339am, e252, ecaade2014_159r39, c05f, 9c33, 72dd, 5744, 7f18, sigradi2016_382z, 39df, 2f49, sigradi2014_074s6, acadia14_117c, 785c, 0ae8, acadia16_106k8, 58b5, sigradi2013_194j, ecaade2014_050d12, 5f46, 18be, 9456, 397a, f2ff, caadria2015_086n13, ecaade2015_217h48, 420b, ce25, f050, ebaa, c232, 0b77, 43bb, 3368, d1e5, ijac201614401f1, 7f5c, 7ba5, 7ec6, 21b1, e4f5, 1a06, sigradi2013_41l, e32c, d7c7, 425f, ce94, 5ba0, 6569, f984, 13c0, acadia16_402o24, 3115, 6f93, b974, 227e, c327, ijac201614306c4, 18ab, a2b1, b27f, efd9, ijac201412304b1, 0354, 37b7, 8fbf, 6198, 9333, a1a3, 42fa, aacf, 88fa, d042, 7a5d, 3751, 977f, be4f, 177b, acadia14_389d, be2b, 85d5, 33ec, acadia16_344e21, a9b5, c392, f683, 2cc5, 6c92, 4a5d, 27ec, 9085, 5df8, acadia14_479e, ab65, 52eb, 82b5, 39e1, 103d, 5c2a, 65b1, 8f26, 8f72, 48d5, f216, ecaade2014_018s4, 4bd1, c39d, 8e51, 794d, d4eb, 263b, 7211, ijac201412408u2, 104b, sigradi2013_158z, 1821, 5140, de85, caadria2017_086g25, ee27, 186a, ac80, e009, 6fff, 00b5, 19dd, 096d, ecaade2016_002e1, db49, 0921, 5ede, 672c, 10d3, 2c7f, 026f, daab, 87e8, 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sigradi2015_8.339x15, 5ad5, 9728, cc03, 1ae9, 0573, 80e7, ecaade2016_191e51, f5ca, ecaade2015_170i35, bd6b, 3659, c0b6, ijac201513103z2, 1baf, f8f4, d945, 3eb3, caadria2017_110i29, f49b, 048b, acadia14_347av, a38b, caadria2017_009t4, b1da, acadia14_399ak, 69e2, 5a8c, 1953, a851, 7db7, e133, c306, b074, ijac201412301z5, 7b39, e608, 4fd0, 83c9, c73b, 6a2a, add9, 5851, 2f68, ecaade2016_243e65, 1661, 3021, 3a9b, 57a4, acadia15_47d1, 981b, 76bd, 4b2d, 7c9f, cdb1, c673, 8478, ascaad2016_024g10, e073, a608, 078d, 315f, 55d8, f2ce, 96ed, 7a9f, c0f5, e8f3, e2d8, ecaade2015_268c59, 9e3f, c871, ecaade2014_224d57, b0e3, a9cb, 0d8f, 4800, 4dee, c8ff, 4e81, d1b0, ecaade2014_233c60, cf41, 8c88, a2ed, ecaade2015_227u49, b98d, 2e4f, 9b70, b9a8, 7e86, caba, e532, 903d, 5847, ecaade2014_086o20, ecaade2016_230n61, 0318, 4091, 82a1, e6a1, 8b02, 8511, 614d, da71, b315, 5321, acadia14projects_189ax, cf99, 8041, 7d48, b244, 17ee, c19c, 0c5c, ecaade2016_123u33, acadia14_63ac, ecaade2015_193m40, e5c3, ecaade2015_109b21, b73b, 4d16, 7ef0, caae, 3312, f9db, sigradi2016_430o, a2a1, a399, 10b5, 423b, e454, ecaade2014_140l31, 151e, 187c, 3ff7, f621, 066d, acadia14projects_479r, acadia15_371j16, 7450, 0212, ecaade2014_195s50, caadria2016_611d26, 5d45, ijac201614404a3, ca1f, d842, b481, 9f73, 166f, 7793, fd8e, sigradi2014_281d3, sigradi2013_28n, ef19, 7e2d, 4c5a, 6212, 9ce4, 0bc4, 846d, bd18, caadria2015_126f21, 0d3e, caadria2015_137m22, ecaade2015_229m51, d7e0, caadria2015_213v32, 37ef, d6e1, 31aa, 82fb, 1a9c, aca5, 955a, 0c6f, d096, caadria2016_497c21, cf65, e001, b431, 126b, f121, f1b7, 29e2, b198, ecaade2014_044g11, acadia16_254a16, 6b84, 9701, be42, 9f75, 7c27, ascaad2016_011i5, 63b8, c876, 09d0, fb52, 55c4, 6057, sigradi2014_345z9, caadria2016_745d32, 07ad, a4be, 322d, ef07, 05e6, 8879, sigradi2016_778rr, bf6f, 4fb9, 70de, 7f88, 4249, da2a, 14ec, 016d, 7c7f, 863d, 9cb3, f23a, sigradi2013_397c, 641c, e422, c740, 3b5b, ecaade2015_144y30, 4cfa, ba8d, b5a0, caadria2016_281h12, e424, 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ecaade2016_130n36, ecaade2015_293x63, 6fe6, 8373, 753c, a6a2, acadia14_247m, 4f84, 0eb1, bd7e, e8bf, sigradi2014_330f7, d3ef, c248, bd7c, 8078, 9694, ecaade2013r_020s10, cd6a, e26f, a63a, 9017, 789a, 8cca, 6749, ascaad2014_021w3, 5474, c619, 916e, 7243, 4a78, 73a8, sigradi2016_777ll, 12d4, 52b4, d3ca, ecaade2015_138h29, f16f, bcae, 7ace, 503a, 167d, caadria2017_004u2, 289e, 4d55, acadia14projects_655v, d674, 5693, 1bff, eaf8, 48ec, f86f, 5b86, 8afd, 837f, d054, b982, 922a, sigradi2013_400a, d1ee, e97a, 1341, a304, ascaad2014_020o3, 2bae, b129, ascaad2016_039j15, 8aab, f1c8, caadria2017_001a1, 4d82, f014, 4e55, c883, ecaade2015_114m22, 11df, ijac201513105a5, cd08, 9a9c, dd66, ff87, c221, acadia14projects_339w, acadia16_224e15, 9f0b, ascaad2014_029w7, d566, 205f, ecaade2014_192h49, 7a3a, 9c7f, ecaade2014_010r1, f211, d880, 2894, daf5, ecaade2014_153o36, 463e, c5ff, 5d68, 2849, 0274, f3fc, dc0f, c6af, 240d, caadria2016_569e24, c4fa, 84ac, fde5, 4707, 8bd8, 4eee, f476, acadia14_565p, 7020, 4bf1, 87e2, beb9, c3b4, a14e, 6581, e774, c7de, cf56, 2561, 583f, 0e7e, 8f8d, f258, be53, acadia14_135x, 274d, 8921, 872c, 0cef, 920e, dfc0, 6396, 1ace, f802, 8b75, ecaade2015_202m44, 2e2b, 400c, 6b88, 62ac, caadria2016_579j24, 0309, 7053, 18bc, 6ed6, 3f5c, b94e, 76fa, 7284, ecaade2014_239l61, 3e08, a842, sigradi2016_399d, 89db, ecaade2013r_013v7, c47b, acadia16_62g4, 4895, sigradi2015_3.221u4, d86b, 5c73, 22bb, 0ece, ecaade2015_110e21, e848, ecaade2013r_003z2, 29ca, e692, 589b, 73ee, a0f3, 70bb, caadria2017_118s30, 190d, ecaade2014_038m9, sigradi2015_4.52m6, caadria2015_114n18, 3d05, 7e2f, b221, acadia14_301h, ascaad2016_054m21, 72b4, d18e, 7668, ascaad2016_037e14, ad95, 32b1, fe55, ecaade2016_167u47, dd94, 54ba, a009, 2283, 5aa1, dde5, 85fd, 3265, 6ce0, d9cd, 0b0d, b287, 5561, acadia16_470p27, c297, ijac201614207j11, caadria2015_081i12, 64af, 4dac, c8a9, a986, 8ed6, 80f7, 1ab3, ascaad2014_014e7, ascaad2016_012u5, 26a4, 59ab, 2c42, sigradi2013_326n, fd76, 669c, ijac201412204f3, f179, c9ca, caadria2017_118u30, 9a61, d347, 6ec7, sigradi2013_401j, 6aef, 0588, ecaade2014_149w34, caadria2017_122b32, f29c, faad, a4e1, sigradi2016_590m, 7837, cb74, a5a9, 6c6e, ba05, ijac201513206f9, 62f9, 84d1, effa, b183, 27e2, e199, ascaad2014_017s1, 364e, ae3a, 06fb, e9a1, ecaade2016_ws-dleadw67, efa2, ecaade2015_319f70, acadia14_539d, 6d08, 6402, caadria2016_621t26, 3813, 7230, 83e4, dd39, b32b, 2925, caadria2015_226l34, b47f, 7f48, 6a36, a2f2, 2de0, ecaade2014_215a55, 55b4, d68c, 5a36, sigradi2014_080j7, 70aa, bceb, 7e22, ecaade2014_079z18, 9f2a, f4d6, 454b, acadia14projects_153e, c870, ijac201614104e4, 48e2, sigradi2013_215, bf94, caadria2017_055j18, caadria2016_353u15, f397, 8ce0, bc8a, bf4b, fda5, 4482, caadria2017_190v45, acadia15_483b22, b3e4, f6c0, 2aeb, 0748, 2d58, 654b, 3435, fae3, 67e6, 419c, 408d, 1317, caadria2016_487i20, ef21, c631, ascaad2014_018c2, ff7e, 2626, ae8d, 1db8, ebf7, 7876, 3e26, 791c, a015, 8705, ecaade2014_202n52, 5c63, 58d3, a10c, ecaade2015_138v27, 5030, 3e1d, 9c84, ecaade2015_233z52, 3c0e, 1178, 8ace, 3f9d, sigradi2016_764d, ecaade2016_058z14, 4c9a, caadria2016_797v33, 9a80, 3279, 4c49, acadia14_655x, d33a, d538, 214f, 20ce, 6881, 852c, 341b, bbb7, sigradi2016_522z, b93d, caadria2017_174p42, b0e6, b8e7, caadria2017_107s28, 5252, bc36, a44c, 7f6f, 105d, f2a6, sigradi2013_43b, 599e, 12c1, 41be, acadia15_343o14, d0af, cdac, 3d38, 5e57, 472a, caadria2015_119w18, 50bd, f031, da58, b37c, 9a41, 5978, 9928, ecaade2015_185p39, ascaad2014_014h7, 481d, c1d8, c153, caadria2016_569d24, 59a0, 7c3d, d271, da60, f983, 1b12, a746, 1187, 92a7, caadria2017_096y26, 6c60, eaee, c647, ed84, 0859, 8bef, 3165, acadia15_185f7, 9635, sigradi2013_393l, 7d9a, ecaade2015_314h68, 2add, df4b, d36a, sigradi2013_183a, acadia15_513z22, 0d7f, ba00, ecaade2016_221s56, 3620, 01a8, 7317, a030, 5f6c, caadria2016_601c25, cfcf, 3068, 2d90, 95cd, ecaade2016_026t7, 46c2, 37ff, sigradi2013_194b, a510, 1731, 2ea1, ecaade2015_278n60, 3cdd, 3b52, 49fd, 71c3, 22f7, 86fe, ecaade2013r_005n4, ecaade2015_314n68, 0319, caadria2017_081o24, 5518, a9f4, 543d, ab23, 5e6b, e8b2, 4e20, ijac201412401f4, sigradi2016_602f, e1fe, 32f9, 2b0d, 0906, a8e2, c983, 54b0, dac4, 4ecc, 003a, ijac201614207r11, 5f59, ascaad2014_014l8, 9f78, f6fd, 0a70, ce3d, caadria2016_819z34, c346, 3c47, a49a, 9da8, 3bc5, 2971, sigradi2013_74d, 50f7, be3a, cb54, fe08, aac8, 1b32, ee80, b0e1, 31f7, be8c, 7655, b41f, 8c72, c463, ac26, sigradi2016_524cc, 3521, 9deb, 3727, ecaade2015_229x51, ecaade2016_073u20, b984, 95b4, 4ef8, e117, b3d1, 9e9e, 0e79, 6b9a, 5fce, 6a66, aac3, ijac201412303j9, a6d2, 8a56, sigradi2014_213y7, 6e64, ca86, 4ccd, 68c0, 1074, ecaade2014_146s33, c5a6, e078, dd49, acadia14_327c, 670d, 1e9a, caadria2016_115l5, b620, 9dfe, 46cb, 9e31, f2a2, 5330, caadria2016_259n11, 3b96, 205c, 0094, acadia14projects_671u, d320, f947, caadria2017_125x33, ecaade2016_094s25, sigradi2016_710cc, ecaade2015_170u35, 20eb, 8916, dab3, 64a0, ecaade2014_163y39, 9938, 7ff1, 1523, f94a, 7072, 3570, 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ecaade2015_15y1, sigradi2014_042n3, b092, 21b3, sigradi2014_132s1, 6d36, 3236, 5df6, 1a81, e876, 9950, 9e74, af9e, 6a65, 32a4, f53c, 30d7, 9bb7, 97b8, 02b4, 92e8, 8792, b4e3, 0b66, 2f66, 4ffb, acadia15_323l13, bd68, 6501, dc3c, ed21, 78c5, c8ef, e369, 1fcd, ecaade2016_071x18, add1, 699c, ecaade2015_222c49, acadia14projects_63ad, 68f1, 17fb, a26e, 602c, 16f7, d087, ea65, 8088, sigradi2015_11.71f24, 0ce4, e7de, caadria2016_435r18, 8fef, 2df2, 8505, f8d8, e642, 8426, 7028, 3180, ff02, a75a, b386, 65f6, aaeb, 8c7e, 41e2, 66a4, dcf0, 20ed, b3ad, 77a5, d485, c7ef, 6708, 9bfb, 307a, 4f92, 414d, a46c, 8564, ijac201513103o2, 8b63, 4096, ascaad2014_012c6, dac0, ecaade2015_177c38, 8053, 87b3, 5417, 3064, 8b49, 182f, b893, 309c, caadria2017_110j29, 70fb, ijac201412303u8, e383, bc44, 5546, acadia14_23ay, ecaade2014_221m56, a9ab, caadria2016_651h28, 78ab, bba9, 5251, 8177, 0a0e, acadia15_95c3, 961e, caadria2016_003l1, 22b9, ecaade2014_186l47, f338, 6d61, 0cd9, ecaade2016_095a26, 82b1, 60dd, 46ff, 4c17, ecaade2016_083d24, caadria2017_043c14, ecaade2015_303u66, 2323, cde2, 5e55, 672f, 8cd3, ef15, 0a3d, f71f, ascaad2014_029e8, a17e, ascaad2014_018w1, caadria2015_064s7, 3f74, 657a, 6f9d, 73e8, 5102, 6e2b, ecaade2015_333l72, e7b4, 034f, sigradi2014_042o3, acadia14_627ax, acadia15_185s7, 9507, ca2d, f914, ecaade2016_238u63, 2304, 3c74, 587a, ecaade2015_247f56, ed8a, 2cb9, sigradi2016_602ww, a051, abf2, 0bcb, 33ee, bf25, 0bb8, ecaade2014_220j56, 0a9d, sigradi2014_164j4, 50e2, f64b, 55e1, ecaade2015_185s39, 6cce, a365, ecaade2014_072o17, 8f5f, 824b, caadria2015_126k20, 0bb1, b20a, 3cf9, ecaade2014_086z20, d465, 5aba, sigradi2013_429f, 4cf6, 05e2, 8333, acadia14_565ae, 1006, ffdb, a76e, b446, acadia15_343d15, 101d, acadia14projects_435au, 0cb9, 2236, sigradi2015_8.264f14, 8ab6, 3e5c, fa7d, 2d6f, b11c, 8449, 34a2, 00cd, caadria2017_062x20, sigradi2016_814d, 221e, caadria2015_124g20, c901, fb0f, ascaad2014_033a1, 1e5e, 9e3d, 5bb0, ecaade2015_227d50, 224f, 7fac, cac4, df39, fb6e, sigradi2015_6.329y8, c56c, 2186, eb3f, 4581, ac6f, 461e, caadria2015_150f24, 363a, 09f3, 6f54, 6b74, 8617, ad9a, fe2e, a74e, e40f, 169a, a6e2, caadria2015_206k30, 29b8, f35b, 7801, f442, ecaade2014_218l55, ecaade2014_132k29, 397c, f173, 0f79, 5fc4, 888b, ijac201513103u2, 2178, dc07, 09b7, acadia16_470b27, eef0, ee2f, bbbe, 6dd3, be5d, 48d4, b18f, caadria2017_031g11, ce1a, b20d, ecaade2015_284k61, 4d66, ad63, e80a, 8cc1, caadria2015_210k32, 1336, 93b4, caadria2015_246c36, sigradi2015_11.222s26, 007d, 8e5c, 7109, 41b6, 1b50, 7c65, 6940, 40b3, 4f54, 5e18, ecaade2015_211x46, ecaade2014_168e41, 574e, 5d60, ba0f, 9a52, 1eb6, ijac201614308p5, acadia14_531n, b469, 15fd, 3e36, ecaade2015_38k7, 7a82, ecaade2015_158z33, c05c, 5ed9, 22e6, a0da, c128, ecaade2014_139g31, caadria2015_188z27, ecaade2015_207l46, ecf4, adcf, d580, fc52, 7cb8, f4fd, d8a9, afdd, aa02, 55bc, c910, 21e2, a56d, bef7, 73b6, acad, 403e, 0862, 150b, ecaade2015_284m61, c835, b1ba, d5bd, e527, 5205, 3fcd, acadia14_627e, 09e6, 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ecaade2015_164o34, 9da6, sigradi2016_673ff, 3135, 60b4, sigradi2016_448o, 2e85, 3518, f93e, 9f41, b949, 962a, 689d, bdbc, 3865, b174, caadria2015_016m3, 9589, 0f1e, 3086, 52bb, a011, 4842, 1960, c19a, bdae, acadia14_479v, ecaade2015_173h37, 410e, 571e, 03e3, 98cd, c9a0, 0fcb, 63a7, 2964, ecaade2015_317g69, ecaade2016_094u25, 5c2b, 07bb, 7d75, 89ab, ijac201614103j3, 2052, fccf, 6d85, a7ba, a445, b0a2, a664, bdf2, 79e9, ecaade2015_35o6, caadria2015_087g14, 2c4d, caadria2017_067t21, d1b6, 17b4, 9992, 0ec6, 83c1, 69f6, 7124, 2ccb, c751, 9bf3, 3c99, ac2c, a4d7, ecaade2015_302g66, ecaade2015_77v14, c288, 6a8d, sigradi2016_590b, e472, fa9d, 4c03, f3a2, 2270, aa98, bea4, f566, acadia14projects_339ay, 77f3, b92d, ijac201412202s1, sigradi2013_389m, ijac201614208j13, 2c3c, ced0, caadria2015_032u4, b78e, 33c5, sigradi2014_047i4, ecaade2016_129a36, acadia14projects_655ad, 87f2, caadria2016_631f27, 82c7, a09a, 8d9b, 7c62, e0fe, 2a37, 3c3f, sigradi2016_778pp, 9d42, 6677, 4e83, 7357, 49bc, 2cc0, a79d, 9250, 161d, bcd7, acadia15_469s20, 08c4, 9718, a52b, sigradi2014_305m5, f6cb, c0aa, caadria2016_651d28, c564, 30e7, 1762, 695f, c6a5, b352, sigradi2013_189k, 9f38, 1aa9, sigradi2015_9.347a18, 384e, ecaade2016_067g17, 338d, 684e, 218a, 2846, aa24, 01be, ecaade2016_127f35, e494, acadia14_463r, acadia14_177ae, 7640, 9c20, sigradi2016_625gg, f39d, 3b23, 0bef, sigradi2013_117r, ijac201614303i2, sigradi2015_6.387e9, 7390, fa28, 9ccb, 8aa5, 00e9, 4180, sigradi2014_084c8, ecaade2014_169s42, 0526, ecaade2015_271w59, 8d33, fa66, 1e5f, 4043, d04a, ecaade2014_184f46, c671, 263f, ecaade2015_293y63, caadria2016_861f37, 99e1, c536, e51a, 5919, d11a, 4912, f01d, df7f, acadia14_435aa, ddfd, 6327, d5f8, ecaade2015_261k58, ecaade2014_202r52, ecaade2016_007h2, e6e2, 7ae8, bfee, ecaade2015_180s38, 193e, 72cf, 070f, acadia14projects_479aw, d10d, ecaade2016_089a25, 5de1, e79c, fbd5, d074, eabf, ijac201412206c5, acadia14_101aj, 14cb, f65f, 29ed, 033b, 0d82, f53a, cd7f, 2266, 31b5, 6fbb, cc02, 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