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., Reif, F. and John, B.E.
year 2001
title Beyond Command Knowledge: Identifying and Teaching Strategic Knowledge for Using Complex Computer Applications
source Proceedings of CHI' 01 (2001), 229-236
summary Despite experience, many users do not make efficient use of complex computer applications. We argue that this is caused by a lack of strategic knowledge that is difficult to acquire just by knowing how to use commands. To address this problem, we present efficient and general strategies for using computer applications, and identify the components of strategic knowledge required to use them. We propose a framework for teaching strategic knowledge, and show how we implemented it in a course for freshman students. In a controlled study, we compared our approach to the traditional approach of just teaching commands. The results show that efficient and general strategies can in fact be taught to students of diverse backgrounds in a limited time without harming command knowledge. The experiment also pinpointed those strategies that can be automatically learned just from learning commands, and those that require more practice than we provided. These results are important to universities and companies that wish to foster more efficient use of complex computer applications.
keywords Strategies; Training; Instruction; GOMS
series other
email bhavnani@umich.edu
full text file.pdf (245,622 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_336b73, e32e, sigradi2014_291p4, d0ba, ijac201614102v1, 655f, 1568, 9f88, a711, ec6c, 0e13, 49ec, e8ea, ascaad2016_041h16, caadria2017_118c31, d8a3, 3505, 8789, 8a3c, ecaade2013r_007e5, 1fd1, c0e3, 227b, sigradi2015_7.203i10, 0618, 051b, 61f5, ecaade2014_030k8, acadia14_347an, ecaade2015_13r1, c4c6, eb62, sigradi2014_085f8, 22d0, e47e, f3f9, 15d7, aec1, 7626, 28ef, 20b1, 8205, e92c, ijac201614305w2, 69ab, 3201, 529e, 0f53, c7a3, caadria2017_016c7, ecaade2015_115v22, 7ae5, acadia14_565ae, 77cc, 750a, 2049, cd9d, 6eee, ascaad2016_058b23, sigradi2015_sp_3.85s29, c683, caadria2016_301i13, 75ba, 9c95, 8475, 9573, 628a, f909, fb2e, 51f8, ca1b, 6f4a, ecaade2014_046p11, ecaade2014_094m22, 0c57, 6bc6, acadia14_247x, 6ee4, ascaad2016_035n13, b866, acadia15_57p1, 4f0b, 49ca, ecaade2015_229g51, sigradi2015_2.137l1, a368, 0d8c, 3ec7, 516c, 6b88, 54a8, ascaad2014_018y1, 3867, ff27, ecaade2014_149e35, fecf, 8361, 4f09, 786b, 8406, sigradi2015_sp_10.16e31, ecaade2015_138d27, d217, f0f1, sigradi2014_293z4, ecaade2015_143i30, ijac201614402r1, 1921, 7d5d, acadia15_343z14, acadia14_691as, 8d54, 17dc, 8d83, 9a0a, 0ecc, 0738, a2aa, cf6e, b923, ijac201412405k8, 29f6, ac82, 8635, 9916, 9f80, c341, a3fd, ab14, 4f4c, 339e, fa93, 3515, ijac201513105x4, d5f8, ijac201412404y7, bb01, 1ac7, 4f13, d6e4, 9939, 9e41, acadia15_232n9, 1a80, c392, 36ef, 25e2, dba4, 8bd5, 2cae, b97f, 12d7, 5777, 7222, ecaade2014_019k5, 8a82, e3d9, 5af3, 3793, bec3, ecaade2016_147r40, f353, d42c, acadia14projects_579h, 20c6, 1f56, e717, ecaade2016_243r64, c29a, 666b, 3598, d88e, c5d9, 574e, 6a92, 0886, 6a55, c091, 2aa8, dafc, 4546, 1288, 0e46, 7f0a, 093d, eefc, dcf0, 80cb, 45c3, sigradi2016_625rr, 9447, 15dc, 0ccc, 8eb2, d030, 1809, 294a, acadia14projects_177ah, 55b2, caadria2015_023c4, fc98, 6275, 110c, b841, 4459, 6bcc, c1c8, acadia16_326r19, 17ab, ijac201614206c11, 9dcf, 6360, e822, 84b6, d492, fbcf, 704a, caadria2017_113c30, b658, c0ac, 28d3, 1d7f, 6225, 22ad, 8a4e, 0676, d025, 156c, acadia14_609at, ijac201614308p5, 55ac, ecaade2016_127y34, e9d8, 1daa, adbe, acadia16_298j18, 01ca, 37d6, caadria2015_126w20, ecaade2015_53g9, e8e3, 28fe, 023c, ab62, e8bb, c2f5, ecaade2014_155z37, 1712, 5411, 1b4b, 16b5, ecaade2016_217e56, d6bf, a76e, 9ee6, 9dba, 1f10, cdc6, ijac201614401i1, e337, 9d21, 1e12, 1c85, e4a9, 1fd0, df00, c98d, ea7a, 63ce, 7014, fa2f, 0dd1, ce39, c573, cd6a, efe8, 91e5, ijac201614201e6, sigradi2015_sp_2.112k29, 539a, de22, 52b4, 2dd6, ascaad2016_054d22, 7d8c, 6280, ffa9, fbf3, caadria2015_086h13, ecaade2016_068u17, sigradi2013_386a, 20df, ecaade2016_ws-afuturep67, 99ee, 05f0, 9894, 3d42, 82c1, 682d, acadia14_111k, d9a7, 5883, 9a52, d650, caadria2017_183j44, ecaade2015_27o5, c0bc, 86d7, 5d52, adde, 5f14, 8f8e, 1210, a898, 4314, 7fe9, 40bb, sigradi2016_364nn, acadia15_407l17, 770d, 1083, deb4, acadia14projects_389aw, ecaade2014_239r61, 1bbd, caadria2017_004i2, 41c3, 56f4, 4b33, 9489, 32c7, d1ec, 4e62, 11cc, 636c, 9daa, d02a, 954a, 3bdb, dfa1, caadria2017_113y29, 92bc, 2573, 74c3, caadria2016_529p22, 026e, 2dea, d88a, 8a83, 390d, e7fb, c0ae, 0467, ecaade2014_224i57, 42ba, caadria2017_129z34, d08d, 7a02, acadia14projects_327a, 7ee7, 446e, 7008, 9f20, caadria2015_108z16, 07dd, 9b54, ijac201614207j12, caadria2015_114c18, 776b, b9ce, 4898, 8e0e, acadia15_469n20, fec4, caadria2017_165o41, aeeb, d755, 8042, a9f1, fd94, 7677, 49fb, caadria2017_134a36, caadria2017_096r26, 554a, 15c7, 6b77, dbe2, b5ec, acadia15_343u14, 9326, 1e6d, 3072, ecaade2014_018r4, 3e4d, ijac201513306d13, ijac201513203n7, db9a, 1792, 67df, f375, 437c, e7e7, 5dd1, d401, c839, 739d, acadia14_375e, 6459, 7b72, ascaad2014_019h2, 921f, 126d, b550, 5040, 6953, sigradi2014_109j9, 9604, sigradi2013_184a, 6e6b, 1adc, bf82, c4ac, 0199, ecaade2016_162n44, dbe9, ijac201614302v1, ecaade2016_119r32, 7d12, c68b, ascaad2016_009l4, caadria2015_114e18, 2e39, 3dca, ecaade2014_186z47, ascaad2014_014n8, fd69, 9ebe, 07ba, f762, 1c15, 1571, 4308, 2b69, e682, acadia15_469h20, d6a9, 990f, ae8e, 6cf0, df2c, 6110, a9bf, 211f, f2aa, 9503, 1e1b, d2f0, e2c5, 65d5, 3cbe, acadia14_81n, 038c, cec9, 607e, cfc4, c2d9, 8efa, 48f0, caadria2016_383n16, 33b4, 966f, c2b6, 71c7, 04cb, 9a65, 1785, dd54, 5fa6, 9d10, 7486, bb14, sigradi2013_194h, 16d0, 4182, 5aa1, a1dd, ijac201513203s6, 13b9, 12b8, 0def, ecaade2015_297e65, sigradi2016_357j, 943c, 48c4, ce7e, 7d2f, bbce, 4095, 7933, fb34, ecaade2014_133v29, 6848, 157a, 6403, 0f99, 3915, c12a, 2d42, 9f91, ede0, 91d6, 64bf, c9c5, 1a87, 9d0f, 8b07, 20a3, ecaade2015_222f49, f1da, 2234, 05b0, 0529, a5c2, 448e, caadria2015_124d20, 0043, caadria2017_124s33, 5149, 8bc3, 04bd, 29f9, ecaade2016_129p35, 88dc, ascaad2016_023b10, 9865, acadia14projects_389c, bcd5, 2309, sigradi2015_10.307a21, f36c, ec2e, 4199, 0209, 7ff5, dcbc, 9fa8, acadia14projects_627am, bc80, f904, 9a91, 26e6, caadria2017_056i19, a4df, ecaade2016_230f62, e46f, 71b1, 4552, 07af, 081f, e09b, 1443, 670e, sigradi2016_385uu, ecaade2016_tkow66, acadia14_117av, 0c6c, ecaade2014_186t47, e505, 090d, acadia14_339af, fc74, de9b, 6ab6, 2b1b, 8ec8, e722, 9638, c5be, sigradi2016_625mm, 0fbd, 9062, 8bbf, 7a42, d2c5, a095, 332f, 698d, d74d, ijac201614101j1, 21d5, eb25, bc22, 6e91, 7f43, f657, sigradi2013_111v, 25af, e26e, a465, d7b2, sigradi2014_172x4, 1028, 08c1, 1484, sigradi2016_602d, c92e, ca8e, 7196, 8ca9, 04f9, acadia15_451d19, ecaade2016_018i5, 6644, 70f4, sigradi2016_534oo, d13d, c807, 0be4, eea0, sigradi2013_386f, 58f2, c879, 54ac, e0bb, ascaad2016_005w2, acadia14projects_267n, 8db6, fdc1, ascaad2016_046n19, e3b0, 3c15, 1937, e16f, 5397, 0a12, a01a, 861e, a6f4, 2958, 5096, 0323, 38b8, 38dd, 7a55, f753, 1482, 05cb, bca5, 9020, 1026, 04fe, a4c2, bf7d, 7418, 2ca1, acadia14_531n, 6962, 1c12, d6f9, 137b, 9ccd, 09b0, 2ff1, 00d9, 9ba0, d42f, 1496, e4c3, acadia15_323z12, 342e, d84b, e4c6, f58f, sigradi2013_200, eee8, 035b, a7b1, sigradi2014_266a2, 1240, c0be, acadia15_57r1, f2c4, ecaade2013r_009u5, 654c, da06, sigradi2015_3.111h3, acadia14projects_177r, 4a29, cfee, 39be, ecaade2014_019e5, abab, bf9a, 47e6, eac0, ijac201614405b4, 0972, 6d53, 871c, ecaade2014_067y15, cba1, 0d92, eaa0, 90c8, acadia14projects_199ab, b008, 6e67, sigradi2015_8.186c13, d022, cc09, 1448, 1f65, acadia14projects_145o, 87de, 0d9a, caadria2015_139p22, 7198, 2087, 0bd9, 37b5, d039, f22c, 89a6, b0a9, ac3b, 96b0, dcd9, 904b, a265, a188, 09e2, sigradi2016_659v, 1647, ff6d, bc03, ecaade2016_018w4, da5b, e7ef, 56e2, 42dc, da37, 007d, 6c48, caadria2016_259o11, 5d35, 1f20, 365c, 365b, ecaade2016_230h62, 9e54, 28a7, sigradi2014_197s6, 9f2c, a607, ecaade2014_233y59, acadia16_412z24, sigradi2016_602a, 565a, 4d45, caadria2015_014l2, 9c6d, d7a8, c669, df41, c05b, c06f, c151, b72a, caadria2015_218w33, 39f8, 7f35, 954b, 0d31, 769b, 2e9e, 0535, 4c64, sigradi2016_407o, acadia14_153c, 6a97, 1ff8, dcd1, 4de9, b4ee, 7882, 7afc, 7d9f, a066, acadia15_407j17, 3625, d68c, ab22, 9d90, d684, 2e15, ijac201513103t2, 6567, 0a05, 7b41, 0141, 68a7, 0ed8, 2848, aa80, ecaade2015_241r55, ecaade2016_139h39, 3916, 2603, b3f5, ijac201513303x10, ebf5, d776, 9e70, 1ba0, 66b1, aea5, c84e, acf3, ceab, 9a67, 695c, b2cd, 714d, a75a, 3175, a78f, ecaade2015_235r53, ac3d, ab56, 8618, 37b6, 77ed, 7d2a, acadia14_219b, 5f85, ijac201513303m11, f88f, 869e, sigradi2014_247l9, ecaade2015_144a31, 2eae, 0333, fe04, d473, c44a, efa7, acadia14_375ay, 9378, 641f, 16d7, b263, 458a, 559d, caadria2017_005g3, c6c0, 37b0, 8e72, caadria2017_029r10, ecaade2014_066u15, ecaade2016_140j39, 3bf1, 73ae, sigradi2014_313y5, 3c9c, 1203, af74, 072d, 19d3, cdd1, 55fe, d9c7, 4c14, ascaad2016_022w8, bae4, 6f77, 629a, ecaade2013r_007c5, 40c2, d9c6, 98fb, 38ae, a2c4, 4bc9, 0562, 5991, 90e4, 35d5, ea26, c707, ad66, fa42, d42e, 1525, ad68, ae7b, acadia15_203h8, a0ed, d861, 4b21, ecaade2016_068p17, 3739, caadria2015_105k16, 5fef, caadria2015_072t9, caadria2016_187v8, ecaade2014_011g2, 704c, 1896, sigradi2014_074l6, 7b46, bda6, 954f, ffe1, 54a5, ecaade2014_224d57, ecaade2015_318l69, bb08, 4042, 0ba0, ba66, 0a64, ecaade2016_073i21, 2a44, 0bc8, 1906, a4bd, b318, 5d8c, 965d, a49c, 01d1, ecaade2013r_014f8, 249c, 1ac9, acadia16_98u7, eff5, 100c, ijac201412303l9, acadia14projects_347ak, sigradi2015_6.387p9, caadria2016_725j31, 6463, 9abf, 9a49, 6b79, ecaade2013r_008j5, bd1e, 9cb2, ee85, 340b, adfe, 595c, dd8a, 501a, 3a4f, 27e2, sigradi2016_815x, ascaad2014_031h9, f07f, 2574, 020a, c2a1, ec64, f7e1, aa04, 8f01, fec7, caadria2015_064m7, dd55, 04a9, d279, ecaade2014_168o41, fb28, 015c, 947a, 77eb, caadria2016_713z30, 451c, ascaad2014_014r8, f5bf, 6df9, acadia15_110e4, acadia14_435ah, afb1, ecaade2016_067g17, acadia14_291h, 88f5, sigradi2016_815v, 50d3, 56e7, 9261, ecaade2016_243z64, e826, 5434, acadia14projects_75aw, 915f, 012a, 3a92, 3bcc, acadia14projects_53u, 232e, ecaade2015_320n70, acadia16_318k19, d72f, 21d7, bb91, ijac201513306c13, 2d28, 0748, b9db, caadria2016_703i30, sigradi2016_625pp, ecaade2015_138r28, f305, 26fd, f756, ijac201614309v6, ff7d, ecaade2015_176v37, e463, ab82, ijac201614305t3, sigradi2014_085h8, b0b7, fa32, 6a74, 6297, 1382, caadria2017_058n20, edf9, ecaade2014_071w16, be85, sigradi2013_138, fe7a, 4178, cde6, caadria2015_023w3, cc49, acadia14projects_463az, 8f88, ba6b, acadia14_189ap, 2e16, 0372, c798, 737a, c9ae, e2c3, caadria2017_185w44, 0655, 420b, 7b12, c387, 2880, 54ca, 7b5c, 95ba, fc6f, f801, 167a, feaa, 8a58, 03f2, 29f2, 5d47, c915, 41ac, c99b, a360, ijac201513101k1, 7aff, 13c2, 8ce6, 0009, c296, sigradi2014_128g1, acadia14projects_111i, ec2c, 98d9, 9073, ecaade2015_113j21, b53b, ecaade2016_074l21, fdae, 7b4f, ecaade2016_162h44, c596, 8700, 7e64, 0c00, 83e3, c945, acadia14_375l, a570, e566, 60e2, 128e, 829f, sigradi2013_364u, 092c, acadia16_460u26, a456, 961a, 49e6, c53f, caadria2015_067k8, 3f09, 5c5b, cf59, acadia14projects_219az, 0583, 5c6a, 3f5e, 9f6f, eb40, be38, a06a, c642, sigradi2016_440hh, 6a4f, acadia16_72a5, 7d72, 7f88, 77f0, 4812, ecaade2014_184m46, c3d5, 4275, caadria2015_111i17, caadria2015_004f1, c909, 6e93, acadia15_57o1, 69c7, fb86, 8bb9, d941, 84d7, 79b5, 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2a37, 34c8, 53c5, 1042, df8b, b71f, 38df, 7180, 179a, 7f85, 3ab0, 62f8, 9963, ecaade2016_089w24, caadria2015_043l5, 68ed, 7b7c, e1e2, 7d13, b7b8, 1d28, 14d5, e7d3, 906e, ecaade2016_025o7, d2b0, c8fa, 5474, 27ea, dde8, f389, 6456, cd60, 2bf2, ijac201614201w6, 9101, c8e8, b3fd, ecaade2015_329n71, 54c6, ff74, 443b, ecaade2016_127e35, b7f0, 8ff9, 2516, 0bbd, a6df, ca75, b3f3, aa22, 6be4, 7f25, be1d, a0a8, b4dd, acadia15_57e2, 869b, c5ad, 0f25, 233f, 524b, 1242, 8705, fb5d, d753, d044, 851a, 5428, 58ea, ecaade2016_ws-dleadf68, 93f4, ae46, 6aab, ecaade2016_080w23, f8aa, 2769, ecaade2016_140k39, 5962, 3b0c, c700, a5dd, ascaad2016_006j3, ijac201513302n10, 2556, cfc6, 0f62, 8132, 1cf9, ea82, 4abc, c549, 2c49, 3aff, f967, ccc7, 06ff, 1bc7, ca6f, 4aa8, 9738, 11bb, abf7, 9388, 830f, sigradi2014_266e2, d4e2, 7c6b, 2524, 4769, 7582, ecaade2016_127d35, 2e27, 7e0c, 1d31, 2596, e72a, 55c5, acadia15_483u21, ijac201412301j5, 1c65, ecaade2016_119w32, 7ba2, 7673, 30a8, ascaad2014_004j2, cc2b, 43f8, 354a, 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caadria2015_126u20, cc02, 8827, 1abf, 442d, d8bc, 077b, 5fa4, 2492, fcbb, acadia15_343f14, 78bb, 6edc, 4ab0, ffb5, 33ea, d798, ecaade2014_240l62, 513a, ecaade2015_301c66, ecaade2015_115z22, 5650, 34ff, 228f, b0eb, 0678, 9de6, caadria2017_174s42, b9c5, 5f09, c678, ecaade2014_195v50, c69d, ecaade2014_018z4, 7a26, 265d, 261e, 0f9e, 19a2, 4049, bcb8, 18a6, 8cf2, ad73, e18e, 7960, 9211, 59c2, 3b21, 4108, sigradi2016_530hh, def6, 4084, ijac201614102d2, 8486, caadria2017_189c45, acadia15_497f22, sigradi2016_690i, c869, 9ece, b19d, ea4a, cc95, 5c15, 82a7, 2e40, 7fd8, fd30, a2fa, 4d5d, sigradi2016_595ff, 5c90, ad61, 4ddc, 5b7f, 9849, c9a2, 675d, ba4f, e4ab, 10bd, eef0, d4fa, ac06, b5f0, 5d7c, 9f6d, 7cb8, 6fd9, 623a, ijac201513104o3, c9d6, ecaade2015_138h29, acadia16_318o19, ed29, 7466, 739f, caadria2017_023d9, 70c8, acadia14_375a, deb1, caadria2016_291t12, fa03, 68e9, 83c6, fee2, 9fc2, 8388, 17ce, efe1, 09b9, 71f1, a948, 8495, 4884, sigradi2014_341d8, 3978, ef99, bf7a, ce9a, d73c, 8527, 9ac7, 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ijac201412302j7, 10a1, d4fd, 0de2, 2ebf, fd1b, 4f9d, 43e1, c066, 33c0, 2a93, cdd8, 6547, 6169, acadia14_81l, c250, ecaade2015_115x22, 3e79, 2b32, ecaade2014_182c46, 243d, 30e9, 9fb5, 6229, ed82, 517d, 8268, acadia15_69m2, acadia14projects_445ab, 9767, 045e, 4a35, d994, 583a, bb20, 8dc1, 6033, 122e, caadria2016_095p4, aec3, 8b44, 9554, ecaade2015_138n27, 106b, 45c1, 73b8, sigradi2014_282m3, 75c6, 4050, 8bcf, 9887, acadia14_229l, d90b, 4773, 3d8c, ecaade2014_092e22, 6698, ca47, ecaade2015_314h68, 42ac, 2b3e, 7005, b628, ecaade2015_180x38, f50d, 7dc6, ijac201614208u12, 7b32, caadria2015_218u33, ecaade2016_038h10, 4e3b, 87c0, acadia14projects_117f, 0a10, 03ef, 273e, ijac201513102c2, sigradi2013_358, 9f79, acadia14projects_135i, acadia15_323a13, 7031, 4465, 7a7d, 529f, 048a, 92ad, a8a2, 416f, a8b2, 9641, 987a, bb28, 4bd6, a0c8, c480, 0f3a, 51eb, a3a2, d9bd, 1b5d, cb9c, 8f8a, 51e0, f98c, 0be0, 9a28, d7dc, 88a1, 96e1, 00f3, 9c19, 7e7b, sigradi2014_263h1, acadia14projects_63aa, 949a, e0f7, 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e39a, a9ec, a610, 6e82, d4b6, 15a8, 5787, fd76, 530c, 45e6, 8f82, 037b, ecaade2016_166b47, bba3, 3482, c828, 0380, 684c, 0344, a019, df74, dc3c, 9504, 439e, fd3e, 9f8d, bfae, 72eb, 5b77, f00f, 8ca0, 915b, 5409, 4da5, ascaad2016_013a6, 4664, 2870, acadia14_661k, 73db, acadia14projects_357av, sigradi2013_342l, f511, dfb1, d2a9, 44e5, dfe7, f69b, ascaad2016_045z18, 4afd, 67a3, c96e, sigradi2016_815nn, b71e, 5509, a0a0, acadia15_263t10, fa8f, d4bb, a902, 975b, 6454, fe53, e172, sigradi2016_431bb, 7efc, acadia14_609aj, abaa, 6978, c2c5, a25e, sigradi2014_074n6, ascaad2016_045d19, d1f2, 4566, 1b15, 6b04, c07f, 59ad, abff, d6ce, e149, 4721, 5359, sigradi2015_4.219h7, 6aae, 550a, 3eff, f16b, 36d7, 61e7, 353e, 959b, 24eb, be92, 892a, e00a, f661, e109, 2285, b1ea, f069, caadria2016_517e22, acadia16_62n4, e162, bfa8, 2960, b5b6, ijac201614208m13, fdb9, 7c2c, b642, 153a, ijac201614204o9, a9d3, 47fb, 5bb5, 1f36, ab43, 292c, cf1a, dce5, 76b5, bab6, 4757, a0b3, sigradi2016_732f, f247, 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ecaade2014_054t13, ecaade2015_227u50, acadia14projects_219a, fbfa, ecaade2016_047e13, 75ae, 9205, 956e, ascaad2016_039k15, ecaade2014_066p15, caadria2016_621r26, c9aa, 2b04, c93a, 91be, caadria2016_197r9, 8ef2, 6e0c, f69e, c467, 17a0, da8f, caadria2017_058r20, 7b01, a267, ecaade2015_15a2, 53e1, fb06, 0739, acadia14projects_115ai, sigradi2015_8.186g13, e05e, 8643, ecaade2016_161a44, acadia14projects_291e, 7bd4, c11f, db18, 4228, 03c3, 9936, a9e6, 5e21, e2d2, sigradi2014_213o7, 9f6a, 9181, 27dd, f767, c7a4, 4d4e, b001, d38a, dbe3, 436b, b92e, c02c, 8c0b, 119f, e074, d3f8, ecaade2015_127v24, 7200, caadria2017_052y17, 652c, bcde, b388, 5252, 44c5, 29e5, a99a, f523, 4ff4, 63d9, 7b03, acadia15_161i6, acadia14projects_291g, cefb, b4ce, f858, ff14, 164e, dade, 5654, 5bf5, 4807, ijac201412304v9, 69d9, a353, fdb8, ded2, 0878, acadia16_106i8, 6cc6, 0781, caadria2016_457h19, 9002, d1cc, caadria2016_219e10, ecaade2014_224e57, 5be3, 0fb2, sigradi2013_183d, acadia14projects_79w, b692, 426b, 2cb0, 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ecaade2014_096y22, d441, 24c8, f35b, 4cb5, e833, 7636, ecaade2014_057l14, 15a7, bf6c, 8c6b, ced6, 4021, ce88, c1ee, ecaade2016_224u59, 1714, aca8, ijac201614307e4, dd03, d8ef, caadria2015_030g4, fb7a, 2ed9, 65ba, cd7d, 9537, c95c, dda6, 77ee, 68f2, ec42, d8a8, da23, 3185, 7e44, 733c, 04e6, 8ee9, acadia14_399ak, 4ec4, a64a, fb92, ijac201614405m3, 9044, ecaade2014_132c29, e9ac, sigradi2013_155k, b8f5, d771, ecaade2016_144d40, 3bf2, a1b8, 4813, sigradi2016_408w, acadia14_661g, 848d, b14a, a88a, acadia14projects_189ao, 9376, c107, 28f4, caadria2017_131g35, 48fe, ecaade2014_030g8, 8de7, ea69, a0fa, d9aa, ecaade2015_171n36, ecaade2014_010l1, d4e0, 726c, b252, acadia14_365am, 269a, a37e, 57e8, caadria2017_190p45, 8497, 25a7, 61aa, c668, 487c, 58af, af02, bfaf, 1dcc, d2e7, a1c7, 555e, 09e5, b1b8, 0fe8, 5ac6, 509a, 34f1, ecaade2016_197w51, 7599, ascaad2016_026u10, 1889, 8d65, f289, af34, 3746, 976a, e46e, 85df, acadia14_565ai, 71d2, eb59, 7918, ascaad2016_028i11, b04f, 79f8, 8428, 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d089, 598e, 9b43, 1ca2, ecaade2016_055i14, 487b, 1f08, aabe, d004, ecaade2013r_012t7, 959d, acadia14projects_115al, 2b14, sigradi2015_10.307z20, c5e9, fdab, 45c8, ecaade2016_167w47, d360, 22a0, d4de, ijac201614105o4, 1a7c, 5b8b, 521c, 4414, 1350, acadia15_263x10, 4080, ebd3, ecaade2014_153r37, caadria2016_683o29, acd1, 70c7, 40b8, 2ddc, acadia14projects_661o, 7d82, sigradi2013_244j, dc3a, b51a, 4149, sigradi2014_305j5, ecaade2016_225u60, 8d80, e7a9, ac00, 5952, 7e7f, caadria2017_163n40, 2412, ijac201614208a13, 7230, 650d, 409a, 1305, 41ce, 3b3c, c287, ecaade2016_019m5, f18d, sigradi2015_10.309b22, 53ab, 7aa3, 2f3c, 8427, 4bef, 20f3, ecaade2014_080e19, 9707, c1b7, ecaade2016_ws-foldings68, 46cf, 628f, ecaade2016_037a10, 4449, 996e, 10f3, d1a8, c21f, ecaade2016_185h50, ce25, 8e64, 5894, 14b9, b087, a2b4, 8ae4, 5cf9, e2f8, 039c, ecaade2015_256b58, ijac201513302i10, f89f, 3cab, 97b5, d0b9, bf68, 5a83, 27f2, 08cd, 9d5d, 15a3, acadia14_497p, 4a06, ecaade2016_032u8, dcaa, c6f7, 3f80, 9db4, 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ecaade2014_157j38, ef1c, f5de, 00e6, 27c6, c5e8, dbad, 8652, acadia15_263g11, ecaade2014_044t10, b4ab, 2440, 534c, acadia15_371b16, 0e8b, sigradi2016_448u, 4edd, 6dd6, f565, f746, 7ceb, 4da1, 5fab, 9e6f, 8660, 67f5, d058, cc1e, 9d8f, 4d7a, caadria2016_157p6, 4799, 746e, 9670, 57bc, daa5, 124f, 03aa, 3ca2, 0cda, sigradi2013_411l, 83e5, 9e51, b6ed, 7445, b6b6, ecaade2016_132p37, 6622, 4b6e, ecaade2015_307m67, 30e3, 15b9, acadia14projects_229l, 02de, 2c08, ecc4, 31ad, d526, 7fb8, 89f8, 998f, 7927, f021, 64b9, 77b9, 720d, de74, dbd1, ed8f, fbe1, f19b, be9d, 2676, 12d2, f3a5, f6ea, ecaade2015_25k5, 4648, d1bd, 514b, ebda, acadia14projects_199ao, 7034, ijac201614302t1, 9cb4, 3469, 0643, 9ee1, 2190, 80bc, 3c40, 4f4f, ac9e, a906, 5f79, sigradi2014_330j7, ab91, acadia14_311s, bcd9, 21ff, 2e8c, 6c38, b2d9, 4a99, da01, 4db3, acadia14_523ap, bd6c, 8a91, acadia14_43as, c430, c605, ecaade2014_182d46, 07ca, 169b, fa08, acadia15_417e18, da48, sigradi2015_8.189s13, a9d9, 6891, 244e, 3c14, 42f8, a76a, 490e, 8c00, 8549, 9845, caadria2015_087e14, 232f, e929, f9e3, bcba, 7544, ea6b, caadria2017_051w16, sigradi2016_814yy, dbfd, 1d79, sigradi2016_595mm, efd0, f199, 3c5a, 3640, e433, d880, 3399, ascaad2016_038r14, 3dc4, sigradi2014_176b5, fb13, bcc4, c451, 658e, 543d, c118, ecaade2016_017p4, sigradi2013_326d, ff9a, b47e, a836, 6a14, ecaade2015_81u15, 6e11, 864a, e5ba, sigradi2016_673gg, ab4d, 4f2a, 7e2f, ijac201614101k1, 0ebf, 5d22, acadia14projects_291az, 3617, 9200, b561, f1ac, 5b59, 9bb5, 7542, ijac201412301d6, 6031, sigradi2015_11.196j26, bfd6, acadia16_308r18, ascaad2014_015w8, 369f, 27e3, c0ab, c7e6, 3f98, 0b92, ecaade2015_246z55, eca8, 60eb, 7b3b, 47a1, sigradi2016_356a, e03b, acadia14_627ao, 8975, 108f, 281b, caadria2017_067n21, ijac201412402i5, c47c, 67be, 1c7e, 322e, ascaad2014_008k4, 28b8, f6ac, c7f9, caadria2017_122v31, 119d, a59f, ecaade2014_177r44, 876d, ecaade2016_198l52, 9820, c233, fb11, ecaade2014_133m29, c089, 1af2, 013d, ijac201412404c8, 0ee5, 6b12, ae86, b049, 7b5f, 7999, 9219, 7044, 28d4, 1273, 1316, fdfe, 0831, ascaad2014_006v3, acadia14_389az, 73cc, e5fa, ijac201412301w6, ecaade2015_185p39, 67ff, 7e8a, ecaade2015_225j49, 73e1, 4d87, 22f7, 3d29, 76b6, 4fa3, 23c3, f352, 0c67, af14, b1e1, 95de, 5bdb, caadria2016_281d12, ee71, b81e, 285a, 6715, 94c0, 6c03, 045a, 09f8, 09a2, 97fc, 2bb2, 33ce, e7e6, 302b, ijac201614202c8, e453, 82d6, 73ad, b91c, caadria2017_043e14, 035f, dd77, caadria2015_119c19, 91e7, a51e, 04b6, 6b36, 1933, 9fc9, ecaade2015_278o60, 63bd, ecaade2015_325y70, 9f7e, d46b, 6dcb, 5934, e44b, 213e, fc76, 7fa9, cfc2, ecaade2015_148l31, d40b, adc4, 09df, 7122, 3626, 6c3e, f86d, 3829, 2ba3, c9fd, sigradi2015_8.334u15, 3a9c, 1f0c, 0668, ijac201513105f4, b117, a9b7, 6ed2, ecaade2013r_003k3, 12b6, ec5d, 590c, dbbc, fce1, 2238, 02c5, ccd2, 5276, 1097, 3848, ced5, e4c1, 550c, d579, 994a, acadia14_63av, 6048, ad56, c12b, cc43, ijac201412403r5, fc04, ac2c, 8c89, 5440, f56b, f0ce, b1ab, 65f8, 579d, c684, 28a5, dc37, acadia16_54y3, a8c0, 031d, f28e, 2ddd, caadria2015_069t8, e32a, 24c1, caa5, b5d5, a06d, sigradi2015_11.8o23, bf2f, d709, c78b, acadia14_301g, c419, ecaade2016_043x11, 3801, e3d7, 98ec, 991c, 1fc3, 4103, 374e, 639d, e8b1, ca5d, 773f, ae0a, d141, d369, 750d, e778, 0edd, ascaad2014_003x1, 760e, e34b, 3a88, 42fb, acadia14projects_199aj, 2353, sigradi2016_602k, c674, f5b4, a3b7, 867b, 8f71, e9e8, sigradi2015_sp_4.275t29, 17f9, 98cc, ecaade2014_052l13, 134d, 5366, 03b5, 810f, 739a, 68ab, f713, f9b4, b2f1, 9d7d, b093, c89b, 881e, 8893, 088d, ecaade2014_199y51, 18b4, ecaade2015_237x53, 3307, 3a55, e2b2, sigradi2016_571ss, ascaad2014_002m1, 3286, 7d40, 74dc, ecaade2015_53h9, b387, sigradi2015_3.345u5, 7505, 2ed2, c237, 5fe3, e43b, 5dc0, bc24, bff2, 86e1, fc9b, 1fd2, 41a0, 3a8f, 3323, 03d7, d7ea, sigradi2015_10.309r21, 5fc9, b5d7, ijac201412203y1, bca2, e565, 2735, 4e2b, 8d6e, 243c, acadia15_149t5, 6007, sigradi2016_407s, 5968, 5918, 5526, ecaade2015_59t11, 711b, 9f15, 19ea, ed0d, ed7d, 09a9, e75d, caadria2017_168a42, 36b1, c308, ee1c, sigradi2013_390d, 2041, ab9a, b9f2, 2914, 15c4, ascaad2014_014d8, a632, 4551, 4aaa, f9e7, 2451, 7fe8, ascaad2016_044v17, be2f, 8a88, 9bee, caadria2017_095h26, ad5d, 137e, 9041, b220, 9ab2, 8036, df32, 013f, 5506, a18d, 7a5e, 591a, d2d1, f8ce, 0f28, 17a2, 7711, 2be8, ecaade2015_77r14, 689b, 1755, 0a87, 39b4, 11ab, 7306, 64d6, 5f21, 40eb, a98b, ecaade2014_175o43, c4ae, ecaade2015_325d71, ba44, ecaade2016_234y62, 924a, 2be3, aae0, 5d2f, a996, sigradi2015_8.186e13, caadria2017_113u29, 60f0, f166, 8bda, be5f, ijac201614105z5, a045, 8266, 78b5, ecaade2016_234v62, 103a, 5bbd, 6654, f058, ebe0, d9dd, 0971, be5e, 7678, 9569, deea, fd49, faad, d694, c475, d8a2, e11e, ijac201412303c9, 647e, bdca, cbd0, 7ac7, 21d6, 9dcd, 70e6, caadria2015_099t15, 66cb, f0c8, f20e, 2d9d, 61a0, b60d, dd5b, b878, ee68, sigradi2016_659u, 80b5, ff0a, daab, aa73, 4997, 7434, a54a, b604, b020, 9d25, 5028, e6a3, 2cab, 8c82, cd82, 2ba6, 0609, 2774, 7fe7, ecaade2016_071y18, sigradi2015_8.186l13, 580b, 0d6c, 2035, caadria2016_383o16, bc11, c7b3, 729b, ascaad2014_035t1, ab4a, ecaade2016_140m39, 003e, e2b9, 0ae7, caadria2016_405n17, 9501, 38d8, 72d0, ed47, 802e, b59d, acadia15_95a3, a268, 88fa, caadria2016_467r19, a427, e07a, caadria2015_237v35, 3085, ijac201614303m2, 7c0e, 9f60, 4e23, 33aa, e473, 96fb, caadria2015_181a27, 9745, 83cb, acadia15_95n3, b9ae, bb7e, ascaad2014_017m9, 3711, ascaad2014_022p4, ecaade2014_133l29, ae6d, 266a, 65c9, 32ec, ddcd, 3dd9, b192, 1acd, 0b1e, bc14, acadia14projects_479j, e7e9, de2b, 403b, 6506, 9698, 6238, 3932, 2e5d, 9c05, 8269, 1901, acadia16_214x13, 9145, da28, acadia14projects_445aj, e765, acadia14_531m, ecaade2015_206s45, af49, cad4, ecaade2016_073f21, 1197, 0cb7, ijac201412205z3, d808, f231, ecaade2016_073a21, 4fc3, 78f8, 4b38, 7540, a12f, 811f, ascaad2016_017z6, fc00, 1308, 384e, bf94, c331, dcee, b586, 49d5, 701b, 7587, 972f, 125c, sigradi2016_415ii, ea5b, e90d, 0f31, 55dc, 8780, ecaade2016_203j53, f1eb, caadria2017_132t35, 570e, fd78, ad4d, e20d, 7fdc, ecaade2014_176k44, 7efd, 861f, f122, 8374, 6013, 23e1, 0cb2, sigradi2015_3.11i2, a849, 4d0c, ecaade2014_030m8, sigradi2014_169p4, 14cb, 34ba, 3364, 1609, e2ba, 13cc, f0e7, 22a2, bef3, e2dc, d4bf, 95b5, a748, 59c3, sigradi2016_814t, b07b, 32c4, acda, 785b, 204a, 2107, sigradi2013_313s, c85b, acadia14_153i, b2a8, e8dd, 6c11, 66bb, ijac201614202l8, 758d, sigradi2013_155i, e658, a5b5, 69bd, b9e1, acadia14projects_177ai, afdb, 9be6, bd07, acadia16_12r1, 1629, 8914, 60ee, 1f68, ecaade2014_108f24, c3ed, d84d, 66c7, 30fd, c410, sigradi2015_8.81a12, ecaade2014_239k61, fa02, 1d58, ecaade2016_243o64, fc9f, 62ec, 2155, adad, sigradi2013_194k, ecaade2016_065c16, e83f, 2833, 481a, f961, ea13, ca8c, e600, ecaade2016_057o14, caadria2015_126a21, 4709, b639, 7531, 25eb, caadria2016_157w6, c450, e2f1, a31a, 6796, 246a, acb7, cd01, 4e5a, 167d, acadia14_435b, d41b, sigradi2016_414hh, 0075, 89b4, ed92, ca7b, d154, sigradi2016_484yy, acadia14projects_389e, 9f31, 08c8, ecaade2016_046o12, 5c9d, 2961, ecaade2015_161h34, acadia15_243x9, 6bb5, c8aa, d402, 45b2, afaf, 6c00, 66e5, 2315, 963f, a343, 8df2, d29f, 5e40, b2bd, 26cc, caadria2016_683e29, 1ef6, 8bc9, b23d, 5f87, ecaade2016_bkog65, ecaade2014_186x46, 79d3, a8c3, 4f78, acadia14_219av, ac93, e62c, 8f05, 2842, caadria2016_003e1, 3477, 29d9, db6a, 6268, 5d81, 575d, a799, 2c9a, acadia14_125ad, efdf, 73c4, 186f, 7cdb, 0cb3, 43cb, bf52, 507b, 9751, fe16, b287, 9f83, a837, d7ba, aa63, f862, acadia14_589j, ecaade2015_22x4, 9d79, acadia14projects_101u, sigradi2014_282p3, c319, 7707, 2459, 2ad7, 09d5, f619, 730e, acadia14_627e, 6879, b238, f0de, 4c29, 654d, 35a3, b0b1, e839, ce59, ef35, 527a, b684, 5b3b, cff2, caadria2016_517z21, ijac201614202w7, dbd6, fe26, 898f, df9e, 7f0e, b496, 78df, ecaade2014_100d23, 685e, 8f8f, daa8, 786c, caadria2016_167a7, sigradi2015_11.34b24, 6163, 0952, fd59, acadia14projects_357as, 15b1, caadria2017_182s43, 24b2, 19b9, 7e4c, ec7c, 40d8, e591, ecaade2016_023r6, ebd0, c864, 7a20, 2bc0, 64d4, 0fc1, de00, a316, d037, f9f7, 70e4, fb07, 8407, ijac201412301c6, caadria2016_177w7, b956, dbe1, 9710, 807f, 31da, 61f9, 4cb2, 3355, 8ba4, d7e2, 6e64, f631, 8063, 4e3e, d37d, 7a6c, 54f9, 53a3, ecaade2014_204u52, 1992, sigradi2013_157p, bd49, ecaade2014_015j3, 6821, bf5a, 183e, db3b, ecaade2016_222b58, b1ff, 2a7f, ecaade2016_158n43, 955e, caadria2016_045e3, caadria2016_405t17, 1ab6, 1869, 199a, 2b3f, 2cfa, caadria2017_041e13, 41ba, e019, ee78, 12ef, 60f7, 0448, b047, 686c, a61e, ad71, 4004, 9bb1, e651, cefc, sigradi2013_111s, c00c, 61df, 3a75, sigradi2016_484xx, 5f2a, d22d, 1307, 81a3, 2d10, 5982, 180b, d986, a19f, acadia14_719h, 84f5, sigradi2014_152r3, 7ae0, 75c2, 8df5, 5f12, caadria2015_194s28, 8312, 81bc, 5d55, 7fa4, bf42, 7cce, 75b8, acadia16_254d16, 62be, ecaade2016_197a52, 649b, ijac201614102j2, acadia14_365ai, bd8c, 95cc, 4469, 4d75, ce8c, 0bf5, b36b, d31c, 0c2c, 9593, 1331, 13f4, 674e, 003b, fcd8, fe95, 166e, 2589, 3868, ffa0, 8fbd, 0a35, 4f73, 1a68, a2a6, 799a, 8fcc, 3de8, 5a8b, 7c0b, c8f3, e43c, 79cd, sigradi2013_391, c8f2, cfd8, 5e65, 0b1b, 0091, bd22, 5001, 4d9d, 221b, 5984, abed, 8beb, 2800, 861c, 0c10, ec30, ijac201614202g8, adfb, ea08, bb37, 712c, da6c, ccac, 127f, ecaade2015_148o31, 7e1f, 5f96, 461e, ab85, ebe3, 0c71, ascaad2016_038b15, ecaade2016_123j34, 132e, sigradi2016_694k, d380, f5cb, ecaade2014_038i9, b86a, 4fd8, fa22, 1660, c70b, dc42, cc6d, acadia14_699c, bdaa, 0856, 3817, 1b2a, ecaade2015_279z60, 4261, 05b1, 08fe, ecaade2015_18c3, 6173, d30a, fce0, e26f, 5ac7, e24f, fffc, afc7, 62a6, 323d, 30a0, 0243, b2db, sigradi2013_359k, c7f3, 269d, caadria2017_079x23, f3ae, 4b71, 3090, 57b7, ba27, a5f4, 45a5, 0aff, d89b, bdbd, d89d, 54b4, 7579, 840e, 2af7, acadia14_375az, ijac201614208w12, 535c, e844, 62f9, ea78, caadria2016_477z19, b277, f568, 6d9a, d518, 32f1, 09cb, 10c5, fe5a, dfea, 1635, ascaad2016_048j20, caadria2017_015f5, caadria2017_174g42, 7959, 2c33, fe80, 8a0c, db68, caadria2016_529o22, 8c2b, 0499, 4159, 794e, 62d9, 2d3c, 291f, 9305, 9953, caadria2017_046k14, 992f, a980, e60b, 6aa6, d3cb, aa34, ecaade2014_024e7, 6630, 5480, 84c1, e0aa, ab13, 38fe, 9760, 7625, db6c, ecaade2016_083c24, 8960, 8e3d, 1117, sigradi2015_11.136o24, b54f, d5b8, ec9c, 3ac6, 4e50, d76b, acadia16_344i21, 5de5, sigradi2013_411o, 1e2a, 77a5, e48c, 21f7, 7fc5, 9274, e1a7, 6748, 4d5a, 379e, cb1c, d767, f822, a234, ecaade2015_35b7, ijac201614208b14, a1e5, caadria2016_373j16, 3170, 6937, 25b1, acadia14projects_389f, 2b23,