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 Gero, John S.
year 1986
title An Overview of Knowledge Engineering and its Relevance to CAAD
source Computer-Aided Architectural Design Futures [CAAD Futures Conference Proceedings / ISBN 0-408-05300-3] Delft (The Netherlands), 18-19 September 1985, pp. 107-119
summary Computer-aided architectural design (CAAD) has come to mean a number of often disparate activities. These can be placed into one of two categories: using the computer as a drafting and, to a lesser extent, modelling system; and using it as a design medium. The distinction between the two categories is often blurred. Using the computer as a drafting and modelling tool relies on computing notions concerned with representing objects and structures numerically and with ideas of computer programs as procedural algorithms. Similar notions underly the use of computers as a design medium. We shall return to these later. Clearly, all computer programs contain knowledge, whether methodological knowledge about processes or knowledge about structural relationships in models or databases. However, this knowledge is so intertwined with the procedural representation within the program that it can no longer be seen or found. Architecture is concerned with much more than numerical descriptions of buildings. It is concerned with concepts, ideas, judgement and experience. All these appear to be outside the realm of traditional computing. Yet architects discoursing use models of buildings largely unrelated to either numerical descriptions or procedural representations. They make use of knowledge - about objects, events and processes - and make nonprocedural (declarative) statements that can only be described symbolically. The limits of traditional computing are the limits of traditional computer-aided design systems, namely, that it is unable directly to represent and manipulate declarative, nonalgorithmic, knowledge or to perform symbolic reasoning. Developments in artificial intelligence have opened up ways of increasing the applicability of computers by acquiring and representing knowledge in computable forms. These approaches supplement rather than supplant existing uses of computers. They begin to allow the explicit representations of human knowledge. The remainder of this chapter provides a brief introduction to this field and describes, through applications, its relevance to computer- aided architectural design.
series CAAD Futures
email john@arch.usyd.edu.au
full text file.pdf (1,473,311 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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ijac201513203x6, 21d9, ecaade2016_040z10, 34c8, d1e1, c4c7, da59, f168, e9c4, 2e46, 1458, a416, 8e38, 1a16, 18ab, 0a2d, b861, 736f, 81a2, caadria2016_673d29, 63af, 0c50, d4e7, 367b, f6f0, ecaade2014_177u44, f1a4, d8f0, c0b9, 20da, 8b76, sigradi2016_537a, 186e, d66d, 16bb, ecaade2015_84c17, caadria2017_107u28, 05e1, ecaade2015_324v70, bbf0, 6063, ecaade2016_154l42, caadria2015_004m1, 1b49, ee37, 90bc, ecaade2016_084j24, e6fd, 4e52, ascaad2016_003t1, 053a, 1841, 17a1, ijac201412305g2, 2294, ecaade2014_084o19, ada4, 44c2, c69c, 92a4, f0fc, 8c9d, ecaade2015_180d39, 73cd, ecaade2016_104y28, ecaade2015_158n33, f917, 99e1, 79e2, 9404, ecaade2015_237l54, 34c7, aa3b, sigradi2013_157, 8a37, 7ac8, 61c8, 65ec, 1e8f, 87bc, 12e7, acadia14_301ay, sigradi2016_714oo, 8980, 54d1, 7bec, 1855, 4f69, b652, sigradi2014_103z8, acadia14_167aa, acadia14projects_375i, 9660, e4e2, 88af, acadia14projects_167z, 63e3, 0d33, fe3e, 7a11, aec0, bfae, ecaade2014_023s6, sigradi2016_470w, ef39, 3398, 7ee4, acadia15_263d11, d6f1, ecaade2014_095s22, 9ec4, caadria2016_415x17, 32f1, 9b6d, ijac201513105n4, e1b0, 6087, 1d50, 7cb1, ijac201412407w9, b499, 5b15, f4c1, 111b, 184a, ijac201614403t2, ecaade2014_218a56, 44d5, 81ac, 5e8b, 746e, ecaade2016_111s30, ce7c, 685f, a9b2, acadia14_365ai, 76ed, 9494, caadria2017_136n36, 862c, 6e4e, 0eed, ba4e, fcc2, 358f, ccca, e1b6, 65d2, 85b5, e983, ee56, aabb, c121, d6a4, 6ea7, c042, c64a, c81a, a111, fd5c, caadria2015_208v31, bbff, 538a, 1991, 834a, acadia16_106w7, 29a2, 1f78, 02dd, ascaad2016_018n7, e155, 3cb0, bb7f, caadria2017_136s36, caadria2015_145v23, a286, 39d4, 96bd, ijac201614208c13, d930, 1c99, ecaade2014_070j16, dd4e, d95e, dba9, dea2, ijac201614205o10, c1e0, 03e5, f8fe, f19b, sigradi2016_611n, 36dd, 58e9, cf86, sigradi2016_659w, 6dbd, 9720, 7372, 44a7, 255a, 1f84, ecaade2014_104z23, 1d93, 33be, e4aa, 27f4, 37d0, 06e3, cdab, b95b, 0c0d, 642f, 1396, 59b7, 2f22, ecaade2016_223c59, 918a, 5182, sigradi2014_307p5, 8398, f2cd, 8fdc, 5a44, acadia16_362r22, 41ca, a59f, 7123, 0881, ijac201513201f6, 1b89, ee48, 0100, afe5, ecaade2015_59a11, 7bd1, 8989, 4308, 0b6d, bf70, fb88, afbc, acadia14projects_601y, 742e, 22ee, 267e, 2480, 2dec, 3b8a, 558a, 3ab6, cff3, afaf, c674, 8190, 60ef, 27f3, caa0, 5674, cf95, ecaade2015_171e36, d7b9, e823, c6bf, 4c92, f813, 5e37, 16cf, cdbd, bae8, 5623, 8b1a, ce4d, 3fba, caadria2016_187x8, b509, 5ab0, 8d01, 473b, ea25, acadia15_47f1, 8a06, 469b, e649, c9b9, 8590, 6fc7, 9504, caadria2016_851r35, caadria2015_073d10, ecaade2014_153s37, 0469, bc78, ecaade2014_159l39, 473c, 1301, bcd5, 92ae, b721, 9711, ecaade2015_138l27, caadria2017_004m2, ijac201513303k11, 95d3, 2e40, 1523, 6cf5, a423, 23f1, acadia14_375o, 5c78, c258, 75c3, ced3, b881, 08a4, ecaade2014_191s48, 17ae, e034, 022c, caadria2017_110j29, 5e64, 765d, sigradi2016_625e, 92e8, 5b3e, 3d01, 87eb, 904b, a305, 5173, f05a, acadia16_24n2, de81, ijac201513203d7, 9f83, 93e6, 6a86, 764e, 6996, d6d6, 8036, a19a, 6066, 97c4, f1ba, b9d6, 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caadria2015_015a3, 54f2, fa18, ecaade2015_15c2, cecd, 72af, 3131, sigradi2015_7.146b10, ab5e, 2eb5, adc1, ecaade2016_tkog67, 8988, bef6, aafc, 0151, e213, caadria2017_174n42, f322, 54c1, 0a35, b1ab, f355, fe7f, caadria2017_175k43, f0db, d476, c252, caadria2017_136m36, d8ba, a795, d0e8, ceae, bd00, 2ae0, caadria2017_189i45, 80df, be5e, acadia14projects_681ap, 8d4a, d9d2, 342e, 2733, ecaade2015_83e16, 44e3, 5f4c, 52f8, 2883, b7c6, ecaade2016_062e15, ascaad2016_045e19, 1763, acc5, fcf2, fe9e, 56b3, 1950, c877, ecaade2015_194w40, acadia14projects_135w, sigradi2013_222h, acadia15_263v10, ecaade2014_042k10, 699f, 5762, 5804, 5b5e, f5bb, 386b, e18e, 11f8, 8fd5, 8f5c, f37d, ecaade2015_256c58, 092c, ascaad2014_025n6, b20d, 01a6, cdf9, 57d1, 727b, caadria2015_087d14, 7040, 43f4, f4c2, 6b18, cc14, d28a, af66, e0ec, b5be, 1560, 88b7, ecaade2015_251n57, adab, 0d98, ascaad2016_023u9, 9e92, ba4c, 3b41, 6195, ecaade2013r_002z1, e7e9, df88, bc17, 7a8e, ecaade2015_119e24, fd7f, ecaade2016_018w4, 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acadia14_463f, cbf3, ascaad2014_007y3, 02aa, b312, 3d24, 62a3, 227b, b67c, ecaade2015_261l58, e99e, 91b7, 4d53, cac3, acadia16_130p9, 656e, 263f, 10c1, ee38, 845a, sigradi2014_063v5, sigradi2013_30h, acadia16_12u1, 302e, ecaade2014_049x11, c793, 7b94, 2db4, e05a, e640, 7c5a, 2689, acadia14projects_229n, 73f0, 0768, 53b7, abac, 4eca, 5cb0, f100, a919, 6c8f, 7781, 9310, 4a1f, acadia14projects_101ah, ecaade2015_202i44, caadria2015_168k25, 7ee9, b0e1, 7f64, d90a, bb4b, 1ef0, f847, 0c06, a267, a102, b1bb, c5e5, be8e, acadia16_382y23, 6d3e, a76f, sigradi2013_304, 149c, ijac201614309e6, 461b, acadia14projects_101ai, 9fd8, sigradi2013_313, sigradi2013_286, sigradi2015_8.189t13, e77d, 19b7, ijac201412401x3, 2c7a, 9976, 48d2, c848, 0c90, b4cc, caadria2017_110e29, 8652, 89e9, ecaade2015_22x4, c6a4, 485f, caadria2015_072p9, 7d73, 9e1a, f336, 0774, ecaade2015_170o35, 99e3, 8b87, cf31, 197c, ee98, caadria2017_043a14, 5202, 5467, a878, fd06, acadia16_62z4, caadria2017_124h33, d8d6, a686, ecaade2016_139a39, c4d9, dec0, ecaade2015_286w62, acadia14projects_145w, 1aab, caadria2016_405t17, b52a, 5aa7, c1a4, 1e83, fe0d, e03e, fd16, acadia15_357m15, 178e, ccc7, 01fa, ijac201614309l6, 9d4e, ab37, 6973, f30a, 3e60, c8c1, d9b4, 6376, 63a0, 40fa, 914e, c7ad, ad30, 4e64, a2d6, acadia14_375h, 16f5, f28d, 0354, 2a80, f8f2, 0e25, 48ab, 23d1, 687b, de0e, f55a, c67f, b316, 1d5b, 990c, ecaade2014_201f52, 4ccd, d9ab, 65d8, c1ac, f934, c63f, 5cab, 6804, 68f9, bcd1, 61f8, abbd, sigradi2016_815ii, 6fa6, 9fcc, 9343, 27a7, d946, 2399, acadia16_62f4, 542f, 21a0, 206d, 7dc3, 48cd, a4bf, b70b, 135f, 13b6, df96, dc93, 2e31, 6121, 344d, b277, 5341, ecaade2014_194a50, debd, b8ee, 4842, ecaade2016_036o9, acadia14projects_291al, 2e2c, acadia15_137w4, f90f, 46f3, d819, e4af, d14e, fa63, be15, a302, c500, acadia14projects_479h, 3b69, acadia14_473an, e74c, e454, c417, d9c3, d08b, 666a, f262, cca9, acadia14_497y, f885, 91b1, ffa9, fd29, acadia15_395g17, 9990, acadia14_699g, acaf, 5855, cd4a, c9fd, ecaade2016_025j7, ijac201614405w3, f093, 5737, c6d0, ea6d, 0dd0, 638a, 563a, sigradi2013_263n, 73cf, 349d, 5713, caadria2016_281f12, 437f, 3dc7, e75c, acadia14projects_71u, caadria2017_048m15, 8fb3, caadria2017_056s18, ijac201614102m1, 06ab, 3a16, 0cf1, fa2d, 5226, d18a, 1408, d981, c1c0, 272c, 252b, 279f, d267, sigradi2014_284f4, 68c0, 9895, 45bd, ecaade2015_225i49, 3bec, 7147, 75f6, b185, 7953, e5df, 04b6, 409e, d24b, bed1, 54ca, 982b, 7411, 2f48, 5778, sigradi2014_345g10, 81f7, 5a15, a5e0, 214d, d880, e109, 0b8c, 13e7, d720, a124, 16e4, 9bbf, 7039, ijac201412403l7, 9b4a, b16e, 8047, f6a1, acadia16_62x4, 0c12, 3cb6, 8c9b, 2a00, 42c7, 38d5, 5534, c7b8, ac2d, b666, 772a, dfa6, 9b98, 5a03, 455e, 2439, be52, 15fb, ebd7, acadia16_470l27, 6342, 5bca, ad92, 4dc8, c1dd, a273, b82c, 62f3, f1e1, acadia16_214i14, e8c9, d69b, acc6, 0901, 1a7e, 8f29, f59c, 00f5, f3f1, 64ed, b363, 2cbd, 79ea, 1d57, 2d19, c4fd, acadia14_135j, 052c, caadria2016_333v14, acadia14_101ae, e4ac, caadria2015_119a19, ecaade2014_194l49, 7821, b2e2, cca8, e48a, ecaade2014_239v61, 2c8c, 7631, 2e21, 1144, 3aaa, bd9c, 6067, e51e, sigradi2016_737dd, 3448, 9d31, 4753, b24c, 5337, 691f, 90ff, 4a63, 7f9e, acadia14_473ah, ecaade2013r_002d2, bbb1, e6d3, ecaade2014_145f33, 3eff, 55d5, sigradi2016_695n, 4b84, 54b9, ff50, e1b3, ijac201412408z1, ef44, ijac201614305r3, 281f, f882, a08a, 9e47, caadria2015_226m34, 25ff, 5bec, dd1e, 13b5, 3102, 5688, caadria2017_055j18, 3d0a, 5496, 3332, cb5c, f4ee, aef2, 5a09, 6522, 592b, ijac201614203u8, ijac201412408k1, 676b, 19ed, sigradi2016_659x, fedc, b90e, 4ee2, 0ca2, sigradi2015_11.196m26, e52b, 4a26, 8835, cdde, 8307, 5984, 2019, 46c4, d588, 7605, 6e0a, 52d0, dd58, 50bb, cb51, ecaade2015_271b60, 11fe, 8b34, 4431, 2069, ijac201614402w1, 5d70, 4920, acadia14projects_719l, 81db, ae3e, 4477, 652c, 681e, 8659, ecaade2014_168d41, f712, fe7b, 3f05, 6167, ijac201614207k12, sigradi2013_386p1, 4c86, 6ebf, 1211, 9a59, b828, 2fbc, 5a12, fa90, ascaad2016_008e4, ijac201614203f9, caadria2015_084u12, 555d, sigradi2016_515f, acadia15_47e1, acadia15_357w15, c035, ecaade2015_314n68, 6037, f52d, sigradi2016_781xx, 749f, 396b, 5f18, 9781, 40a2, d5b3, 8fce, b9c4, sigradi2015_3.370x5, c795, abe5, af75, 1241, 0572, 9cb0, 33fb, 75cf, caadria2015_010u1, 118f, 0c29, ec4f, 85ed, acadia14projects_479ax, f649, 316f, 8b35, c6f0, ea1a, 0c88, 2616, 36fb, c666, 6caf, 5747, 06a1, 22fa, 6177, e21e, 235d, 3ac4, a916, 8d50, ec7a, 9510, f40a, ecaade2015_256e58, a419, 6493, af8c, 75d2, 161e, 12b5, b772, 51f8, 86cf, 1cc5, f625, sigradi2013_234j, a236, 6ddc, f31d, 8bd2, caadria2017_043c14, fb0a, 29e9, 7676, d184, ijac201412301t5, 8171, 333c, d52a, ba47, 37f7, 477e, caadria2016_517g22, 22b2, 6280, c659, 9762, acadia16_308t18, 590c, ecaade2015_144f31, 7985, c3de, 43da, f1a1, ecaade2014_049w11, 8f0a, 155f, a0de, sigradi2014_266w1, 78e5, d94a, acadia14projects_497ab, a0bc, 64df, efc9, 9ce4, acadia14_555c, be39, sigradi2014_345t8, acadia14_435ay, e0fc, 3567, ecaade2015_246z55, 2588, 1d1b, 5424, 4a07, 31c2, 6e6b, 3dbd, 84bd, caf3, 426b, 10f6, 84e4, ecaade2015_319b70, cf22, 9fa0, 11af, ecaade2016_068l17, 5571, 0850, dd7d, 20ef, 8555, 21fe, 14c7, 2dda, acadia14_473ao, 3bc0, e8f3, sigradi2016_690e, 1337, d1a2, f820, 3ab4, ecaade2016_075b22, eebc, 7b4f, a95d, b1cf, sigradi2016_356f, 417e, ecaade2015_246b56, 2bd1, 5755, caadria2017_145b38, 0bf1, ceab, 5017, 702f, 0fca, 135a, ab1c, 056a, 9a8b, 92bd, ad9f, bd87, 6268, 245f, e8a8, dd6f, b912, af83, 7820, 48ba, 2dc5, ec44, 77c1, 624e, 88f3, sigradi2016_815x, a8bb, ecaade2015_27s5, ecaade2015_171m36, 3f91, 9a79, ecaade2015_13m1, 8329, ecaade2016_ws-dleadx67, ecaade2016_043d12, 9785, caadria2016_673w28, dce5, 9e20, caadria2016_445y18, b2b2, 46e1, 01c9, 3250, acadia14_655y, 54cb, e54c, f089, fd18, 37f2, 773e, f839, 379c, 7d6a, ijac201412403u5, d812, ecaade2015_241a55, 36de, ijac201513101d1, c309, e984, 36d0, a0bb, a838, 1842, b03c, dde2, ad86, 36fd, 5d14, d176, ecaade2014_180c45, 5eba, a5d9, 3eae, 21f8, ecaade2016_046b13, b226, a198, 6b51, ecaade2016_023u6, 5412, 6473, 9bc9, 9cba, fe80, caadria2015_072m9, 8733, 9f84, b1d6, 6768, 4bed, ef8b, e156, 694f, ascaad2014_004m2, 8bfa, d318, 9112, f753, 8f25, 7fbd, f704, 55a8, 9451, 6285, 1658, dbff, 482e, 0f5c, 3cea, 97b1, 9922, d08d, 9191, bbab, dd29, 7f8f, dacc, 9544, b7c2, 1cf6, 7d0c, 3da4, f5a0, 0ad1, caadria2016_415a18, f65a, ijac201513305e12, 4415, 5f57, ascaad2014_013y6, fc46, 5a88, 5068, 8a5c, caadria2015_170r25, 3e5b, 169e, 8f0b, 3a15, 01e3, 7129, 5ae6, 908b, b3d3, 61db, acadia14projects_43at, f84b, ab62, 362a, 7035, ecaade2014_121r27, f55e, a641, f0e1, ijac201513206t8, sigradi2016_448dd, acadia14_709an, acadia15_417f18, ecaade2016_222u57, d80c, d79b, acadia14projects_479n, 1f36, af58, 1b0c, ecaade2015_200j43, b3de, 5abd, 1567, 640c, sigradi2016_443zz, 2735, f1c7, bccd, eaaa, 9b52, 8b48, caadria2016_809b34, 6586, sigradi2013_226v, 9278, d857, ccad, sigradi2016_417ll, b63b, acadia15_57x1, 7ddc, acadia16_8a1, 2100, sigradi2014_265l1, 55c7, 1327, 5b48, ecaade2014_157z38, 10db, ee0c, 5af8, 9ffa, 0f0f, acadia16_12p1, 2415, 389c, 5a13, c64d, 4e45, sigradi2015_11.34y23, 875c, 184e, 8ab2, 7212, bd29, fdd8, ecaade2016_144m40, acadia14_23ab, ecaade2015_227m50, 9e39, c7a5, ea51, 6ba9, caadria2017_124i33, 7def, 0f8f, 096e, 676c, 9023, d6e3, 6d11, acadia15_451x19, d851, 6307, ascaad2016_051d21, 809c, dd08, e7d7, 583f, 34a8, ecaade2014_224f57, d1e0, 1557, bee2, f267, e4b8, ee8e, 57eb, 4044, 602e, 0b1f, f0f2, sigradi2015_10.140m19, ff6d, acadia14projects_473ar, 23bb, 6018, 8859, acba, caadria2016_517x21, cd16, c913, 4f9d, ecaade2015_284a62, 35de, 6781, d031, acadia14_709ap, 49c7, b3c9, 9d60, 638f, b9ee, 174c, d6a3, b132, 945e, sigradi2014_181t5, 21c2, fe48, 659f, ecaade2016_089x24, 0842, 8aa0, 1174, 18d4, 2eaf, f978, 8836, caadria2017_054a18, 0e26, 4cb4, 6458, ecaade2014_176d44, 9fa5, 76e7, ecaade2015_55s10, 6606, 8df0, 2d66, 7e74, cbe0, 4b4e, acadia14_699h, 0923, 4052, 9589, acadia14projects_531r, 4798, 4d14, ca39, sigradi2014_172x4, cfb3, 2f76, sigradi2016_636m, 6f09, a856, c99c, ascaad2014_019h3, acadia14_389a, 5598, 6c4a, acadia15_161l6, 8407, a6cb, 6820, c8ab, sigradi2015_11.165l25, fe1d, f8a9, sigradi2015_11.34c24, 68cd, 279b, ecaade2016_129a36, 24aa, 0b2f, 0402, 1a6c, 6e98, sigradi2015_6.387o9, fe93, 4c47, 4242, ijac201412401g4, acadia14projects_177t, fc99, sigradi2016_737ff, e086, 50c5, 1f34, a396, e174, 0b2b, afad, 8564, e310, sigradi2016_615aa, 232c, 2ba8, e428, 603e, 2c58, ecaade2015_325y70, 3e22, 3d27, faed, d5a6, e148, 788d, e5b2, 04d5, b44e, 0c33, a071, 6bb2, 667d, 31e8, d466, 5f75, 9dc0, 50ad, caadria2017_189e45, 294e, 1493, 300e, 5018, 5982, 1c08, 732c, 2389, 7cb5, e4b2, 50c1, acadia14projects_445ai, 4988, ascaad2016_030g12, a25c, d5fd, ijac201614402l1, 0d35, ad16, 2723, 1c93, 64ea, caadria2015_060u6, 338a, 6ab8, 8cc0, caadria2017_155s39, caadria2017_033r11, 1608, 6011, 6ae0, 196f, e51a, ecaade2016_096m26, a247, 6dc3, 9877, cba8, ba98, 36d3, 82b9, ff5e, 4c3f, 7799, c517, 947a, 5de3, ecaade2015_285e62, acadia14projects_709ap, c6fe, ade5, dfe0, 3a8d, ascaad2016_035v13, caadria2015_086l13, 3aa9, caadria2016_003e1, 2cc6, 5bba, ascaad2014_005k3, 8ddf, ac9a, 0ab2, fb7e, 23a5, b6a5, bc7f, ecaade2015_17t2, 4b61, acadia14_199an, 1d38, 9255, 98e4, 388b, 9c37, 4237, 51f7, caadria2016_013u1, 49ae, f279, d4c3, 5066, c575, 7584, 9395, e6e3, 345b, d9f9, 5c11, ascaad2014_024l5, 6b95, sigradi2013_397b, aac6, 5dd8, ecaade2014_036f9, ecaade2014_066m15, ascaad2016_045i18, b51e, ascaad2014_019u2, 0686, ae24, f199, ijac201412305h2, ecaade2014_208y53, f5aa, ee6b, caadria2015_069r8, sigradi2014_084w7, ae9b, d47e, caadria2016_187m8, d5b4, 0b50, 74ce, 2806, 74f0, 0dbd, f38a, ecaade2015_215h47, 907a, 4dee, d849, 9028, cbd2, caadria2015_246w35, 85fd, b4b0, caadria2017_062y20, ascaad2014_018z1, acadia14projects_627as, acadia14_565ai, 4fce, acadia14_497v, ce68, 6535, 9d34, 4e93, d885, 95dc, aa58, 1e11, sigradi2014_074t6, bd93, af85, 0a7f, cbee, sigradi2015_3.43l2, e688, a4ec, f779, 8bc3, 5fae, sigradi2014_178n5, 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sigradi2015_11.196i26, d741, bf75, 4a10, 65aa, 7e4b, 0c31, 3f26, a341, ascaad2014_014s7, 35c8, sigradi2016_592s, 27c6, c337, dc10, 3128, 01d5, 977c, ecaade2016_222w57, a61f, ecaade2013r_004b4, 9355, 3f68, ecaade2015_170z35, acadia16_196d13, db6f, a582, ecaade2016_ws-intelligenta69, 7197, 8b3d, 55f7, 2c36, b108, b520, 7f14, 55fc, 4239, sigradi2015_3.111b3, 528b, deaa, 1672, c403, 6019, 3d3c, 7626, sigradi2014_281e3, sigradi2013_62u, ecaade2014_188j48, 7fe0, caadria2015_226y34, 0ea1, f8f9, 3928, ecaade2015_303r66, ecaade2016_047f13, c5c5, acadia14_565ag, ecaade2014_112f26, 4de7, 7e58, caadria2016_023p2, 1068, 78af, 7f40, caadria2017_057z19, 9270, fed8, f1c0, 2719, aafb, ijac201614207k11, ecaade2015_171k36, ecaade2016_mrtv65, a4d0, 3415, bd02, 7b87, 5694, 5221, 7e57, 502d, ecaade2015_303p66, d17c, sigradi2015_9.270g17, 50b6, b6c5, 2f0c, d100, d4d1, 89ae, 6a85, 8d48, 44dc, 283b, 6910, 70ec, ascaad2014_010r5, 9c7c, cdcb, 4738, 817c, 3133, d3c9, 31c5, 0a93, acadia14projects_463h, caadria2017_009m4, 109a, 8c16, ijac201412305p2, cfae, bd6a, 579c, 2503, 9791, 1062, 4af6, ecaade2014_201e52, eed2, 0429, 4115, 3bf8, adb6, acadia15_57k2, a3d4, 6b3c, 58b2, 800a, 49f6, d504, 3d75, 3a7c, acadia14_347aj, ebc8, 6463, 3e26, b42b, 9f5d, caadria2016_559a24, 8fb9, 3785, sigradi2015_10.381h23, acadia14projects_435ak, ecaade2015_122j24, a7ba, fcc3, 7856, 177a, 4886, 6e5f, sigradi2016_369qq, aa98, c2da, 4d12, acadia14projects_339az, f32d, 3c08, 2e84, abdd, caadria2016_663v28, c461, ffbf, bb14, c79e, a089, 5ee0, acadia14projects_79ac, 8207, caadria2016_187w8, 86da, 548c, e9d0, a10c, cb79, cdea, b2ba, 78f6, 36f0, acadia15_81s2, 4c17, 1fd2, 0ca4, 5640, 2d25, 65a2, 5d37, caadria2015_208t30, a2da, ea99, f5c2, sigradi2015_11.8t23, e10f, 243a, caadria2015_208m31, ecaade2016_191w50, b97a, e6be, 9886, 883b, b2ad, 23d3, 7ef9, sigradi2016_773v, 3e67, ddaa, c130, e037, sigradi2014_341e8, 84c6, b28e, 0273, ecaade2014_138d30, ecaade2014_086v20, acadia16_280j17, e533, ee96, 703f, bf3f, 4577, 061c, ecaade2015_22r4, a24a, 5c82, 702d, ecaade2016_067r16, acadia14projects_463m, 88ab, 59ef, 1629, c779, d1eb, dfdf, 18f7, 11d5, e293, ijac201412408f3, 88a6, sigradi2013_100e, 6520, ecaade2016_ws-masshousec69, 0369, 9584, caadria2016_819t34, f757, ecaade2016_068x17, 4f8a, 9225, acadia14_375d, ecaade2014_206p53, c44d, caadria2016_105g5, bd81, 197d, f1ac, b172, 8d15, 4103, 5a2e, sigradi2014_345n9, 695c, 36db, acadia14projects_497t, 2695, caadria2017_028g10, ec7b, d413, 2367, deac, sigradi2016_592q, 9070, dbde, 9456, 243e, 9f2f, 0f67, 7c04, b679, 3b08, sigradi2015_8.41r10, ecaade2016_042i11, 0a0a, 42a8, af79, edd0, 46ee, ecaade2015_221u48, ecaade2016_221z56, 0032, caadria2017_155p39, a073, 77b7, eed5, 8880, 710c, 09b6, 0e1f, 922f, ecaade2014_104v23, 2522, 9097, b07a, caadria2017_132m35, 4d3b, 10d4, 31b3, 9eb7, acadia15_323x12, 1488, 22c9, caadria2016_095s4, 09b8, 0cdc, bd32, aee6, 5014, 88ee, ebf0, 892c, 8e09, 2962, 6422, 19d8, 2340, b62b, 4688, 0f1a, sigradi2015_9.152b17, ascaad2014_024e6, f0dc, cf51, acadia14projects_115ak, 5059, 4b53, d2ff, 8c35, 6ca8, 66d8, sigradi2015_6.387s9, 078b, 5bc8, ijac201513101k1, ijac201513206v8, 9a07, f822, 935d, dce8, 885d, 3f54, 64bb, 4e34, fb03, 88c3, d78c, 1082, 9fa1, 95d7, c388, 7f48, 6819, 78e3, c3f6, 7469, ecaade2016_023v6, 06d8, 5b88, 20dc, 724b, 346d, 26bd, ecaade2014_052i13, 5094, 488d, a9a9, 37ed, db40, 8f5a, 8469, c978, c8a5, d6d2, 96e6, ba54, 4eb0, e17b, 9a92, 9401, bd48, 9292, c164, 8c8c, sigradi2015_8.239b14, 8dd5, 7e4c, e978, bc83, 947c, 424b, 15ad, 10c7, b7f4, c86e, 5527, 72ee, 115f, a13d, 35f2, f7fe, caadria2016_301j13, f492, 7f35, ba3d, 93d4, ecaade2014_111a25, c004, 27fa, 4742, 9773, ecaade2015_297c65, 9803, 6004, 1ce6, e3fa, 6880, 845e, c4c6, 3124, ecaade2015_144e31, 6e8b, 2996, 0196, 3832, 5d42, ecaade2015_211c47, 8ee6, d789, ecaade2014_109o24, sigradi2015_11.136p24, e573, acadia16_72a5, 3a2d, acadia14projects_117h, 8c50, e11e, 016e, f2a6, 85ce, f49e, 9deb, acadia14projects_177p, 4588, d15a, 689e, 3190, 5e9e, 7661, 7d52, 29a3, a815, d273, ecaade2016_223i59, ec2d, d29c, ccdc, feca, 5f7c, ce9f, 9ce2, fb3b, 7f27, 0aa8, 5e51, acadia14_145ah, 4b97, ecaade2014_240k62, 6b09, ecaade2014_071v16, caadria2015_137m22, 4201, sigradi2016_461k, f611, e81b, 8413, 0751, c638, 93cb, 15fa, e3e8, 2220, 0cf2, e8a9, fd89, e0ac, 7ef4, 3fe5, 3aaf, 2a9f, a6dd, 391d, ea9b, ascaad2016_046n19, b804, 9141, 13a3, eff8, a3fd, 4221, 639e, ad15, b1f1, 7f37, f3da, 0c8f, 30b1, 3b62, 7a69, 280d, 5eed, 48a7, caadria2015_139p22, 4690, d7cf, 539d, faae, 3702, 7b70, 8d32, ac15, 7746, 8f3f, d718, 56b8, a921, 06f6, 3019, caadria2017_017o7, ijac201412403a6, 2d9a, acadia14_317z, 1521, beaf, 2402, 4751, sigradi2015_3.212k4, 5df4, ecaade2015_100x19, efa4, 44d7, f806, 7af9, 7ca0, sigradi2014_244i9, c2d4, 7159, e906, 259a, b9c8, ecaade2016_170w48, b623, 35cc, 0e3f, sigradi2016_817h, 61ea, caadria2016_291u12, 0475, b08d, 5144, 6f0a, 0e23, 8fd2, 537c, ddc1, 5a3a, 5eb1, 4036, 9493, sigradi2013_226t, 6c2e, f281, 6bbf, a0f2, ecaade2015_280b61, 4d57, ecaade2016_157w42, sigradi2014_279x2, 3be1, sigradi2013_304a, a049, ad5d, ecaade2015_18g3, 07f5, 8d95, 1135, a677, acadia14_199ab, 7857, b9df, 9005, fa8f, acadia14_247o, sigradi2014_313t5, acadia14_601w, 2278, ijac201614101i1, 5ff8, b643, 439a, 2321, ecaade2016_241g64, 9587, 4da7, d2ee, ecaade2014_035d9, 8423, c5ea, 01b6, 299a, c89c, 563f, e42e, 142f, 3a13, 2b9f, 12d5, 8de4, ecaade2015_205w44, 7bcf, ca7a, ad46, 04f5, e9a9, 294f, a4f6, ijac201614402n1, 9b5b, 4a16, 1bc0, caadria2015_012h2, 7992, cc72, 3945, 1936, a6d9, 7dd8, 58dd, ecaade2015_17i2, edc0, acadia14_281x, 64e5, 4a79, 2d55, e82c, 8c6e, 6b53, sigradi2013_294v, 031b, 87e2, 00dc, 2177, 1736, ee09, ecaade2014_226y58, f906, fb4e, 3eeb, be19, 96a4, 48c0, e0b7, aca4, 7516, 8e0b, 0bd2, d923, 6962, d91f, 041f, ijac201412304t9, ijac201412408m2, ijac201614105a5, 2037, 0847, 3016, e861, caadria2015_070h9, ascaad2014_003y1, 4db2, dcf6, 9409, 15e6, c7ac, 50c7, 00b6, 8230, ijac201513201p5, 55f8, 2492, f1ad, 6d4b, 2dae, d891, b6ac, 3898, d16d, a871, 26c5, 6de5, acadia14_267i, 75d6, 6363, 59f5, ecaade2014_157e39, acadia15_371f16, e082, 0189, 5865, a892, c398, ebcd, ecaade2014_086l20, ijac201614201s6, 8438, 7621, 6f63, c213, 57c5, b3a7, 025b, ecaade2016_140s39, ijac201412402i5, 1e28, 23f2, acadia15_123o4, 88aa, bff8, 0a81, fa0e, 4b41, b975, 1431, 8516, b611, bcfb, daef, 9a81, a2ca, 5c9c, ecaade2014_176x43, 24a4, ccbc, acadia15_311g12, 6cbe, 7bb3, acadia16_62t4, ee36, 0c9c, da94, 2852, caadria2017_132k35, 94c8, ace7, 05bc, 1ac7, 03a2, 898e, e6e1, ecaade2014_114e27, f146, 8cdb, 5ad4, b848, 2981, 871b, e5ea, 009c, 941d, af42, 6d42, ecaade2016_032x8, 1067, acadia14_609at, f71d, 4e83, 60bf, b904, 0f02, 6df2, 967e, b4dc, 396d, bcc3, 3158, 4d8b, caadria2015_064r7, caadria2015_237u35, a15f, ecaade2016_042j11, d15d, 49c4, f92b, 1edf, 3d87, 7e76, f5ee, 7c09, caadria2017_063f21, sigradi2014_185z5, b65b, 460e, 296a, 5adf, caadria2015_206d30, 1d09, 40c1, 06b6, 84ad, dc9d, 05b0, 6b2c, ecaade2015_91g18, 1379, 045d, 5fb1, a334, ecaade2015_114x21, dc81, 91f5, a67a, 45af, 28a6, 1afd, 6f6b, 621f, 9551, ecaade2016_166e47, ecaade2015_205v44, 15bb, d36f, 533c, caadria2017_174v42, c737, 7615, fd5f, f7e9, 0615, 583b, 10ae, a180, b571, b16a, 06f3, 86e8, 3faf, 0d09, 7d25, 3823, 49c3, caadria2015_077u10, caadria2017_145r38, 8fb7, e6fc, sigradi2014_292u4, 7597, ijac201614301b1, a099, d95c, 3442, 1b4f, be36, 63d4, acadia16_424e25, eea0, sigradi2013_100d, 20d1, 1992, 436a, 6540, b11c, 35ff, f011, sigradi2015_sp_4.388w29, 19b2, acadia16_98c7, 610a, 6db1, b722, 9f2c, 9db4, 770a, ecaade2015_21k4, c302, e3ab, 14ad, 5129, ecaade2015_127u24, caadria2017_080l24, acadia14_487f, a3f2, sigradi2014_345v8, da6d, 9b50, 5374, 33d5, c7a9, ascaad2014_022m4, ac3c, 6faa, 56a6, 7bba, 44e5, 10e1, b1b5, d957, 56e3, f012, daaa, c46a, 04a7, c3b4, aa90, 4c6b, 024c, e322, edc4, 311c, 9f75, da0f, d60b, 2997, 043b, 71a3, cb02, d433, 4179, 48fd, 4ff1, sigradi2016_515m, 594b, ascaad2014_025l6, f1d5, ecaade2016_072g20, d528, ijac201614403d2, 1f79, f736, 925e, 9cf6, 864e, acadia14_661, 8f60, 9ce9, sigradi2015_4.219c7, 34ce, 8b50, 6823, 28cd, 5c97, 2da2, 6eab, acadia14projects_23y, d0d2, 8fdd, 84e0, caadria2017_107p28, sigradi2015_10.309v21, caadria2016_809c34, a5a0, b05e, 2c22, sigradi2015_9.347n17, 7b23, acadia14projects_199ag, 1139, 2ee4, acadia14_125y, f738, 123b, 8e41, ecaade2014_180e45, ijac201513103r2, 4d7a, f095, caadria2017_030e11, ecaade2016_021i6, 3e68, sigradi2016_544d, ab8c, ecaade2015_306k67, b7e1, df33, a15a, 4a0a, sigradi2015_10.267m20, 5ecd, 08d8, 6c41, ecaade2015_185u39, 0499, c2e5, caadria2017_174o42, 7f6f, b250, a926, 6a7c, ijac201614407b5, d303, caadria2016_167g7, ecaade2015_241s55, caadria2016_343h15, e53a, 6a38, 78a0, 4413, e835, bdc8, ace1, 267d, d32b, 45fb, cff7, ecaade2014_149h35, 4ade, 9e90, ecaade2016_011e3, 8f53, 2b7e, 645b, 6a9c, 4932, 3177, edd5, c4e2, 7760, 60bb, cc80, 0ae1, cccc, a55c, acadia16_344j21, ce69, 9df9, d54a, 7e72, caadria2017_189b45, 91d7, caadria2017_124b33, sigradi2014_345w8, 0794, caadria2017_063e21, e145, 1ef9, 9fac, 0982, c0cd, 1699, 946e, 969e, 29b0, 868a, 3f82, be64, ffc1, 0b7c, ecaade2016_002d1, 2ad7, ed01, 1965, 9e0d, 4151, 992d, f2b5, 6488, baa1, 4cf5, 5f02, dd69, 2b32, 84e8, 923a, sigradi2015_8.47j11, 7cc5, sigradi2015_10.74n18, sigradi2014_189l6, ffa7, 21a3, a7f7, 3743, 839c, 25fd, faf0, 0f3e, d6cd, 36f5, 9a25, caadria2017_051u16, 8341, 4e21, 2674, 8480, ecaade2015_229t51, 170a, 4bee, 1902, 6852, 35d4, bf59, ecaade2014_023f6, 4ea0, b572, fcd6, 0b88, ff0c, 2728, 7e89, 0662, 712d, f205, acadia14_153g, 3362, bd03, 6b2f, ecaade2014_240p62, 617d, 5b46, d01d, 6511, 606b, 8ba8, f48b, e7b4, 8790, a79d, 894c, 3255, 499f, 1c41, b02f, a9f6, 1fd7, 783d, 8d8a, ijac201614307m4, 0f86, 8bcd, 7fb1, ecaade2015_11h1, 42ad, ijac201513205m8, caadria2016_797v33, 8415, 2b7c, 94ce, df21, ccd4, ijac201614201e6, 0abd, 3e0a, 162c, c725, 73dc, acadia14_609al, 4b8e, 5ea1, 5889, 3933, caadria2017_056f19, sigradi2016_801t, 0bef, sigradi2015_8.239a14, 3ef8, 173f, e915, 05a4, a318, 0595, 0adf, 0ffa, c28a, 37af, acadia14projects_339am, a5ae, sigradi2013_117j, acadia14_619x, be92, caadria2016_881a38, acadia14_601ag, 69bb, 422e, 4364, b977, e390, 7f77, b5c5, f8bf, da5d, ijac201412408t1, ecaade2014_031z8, 7f87, 6c08, 829f, cc57, 5b8b, ecaade2015_229e51, 0ea8, ff82, b8f3, 679c, 74bd, a659, acadia14_589l, 9b71, bba4, 9832, 352f, 7170, sigradi2015_11.165p25, 7fc9, 16e7, 26bf, 3b43, sigradi2015_10.144x19, 2b0b, 523e, 41e6, 14ca, acadia16_98p7, ffd9, 9dbd, c639, sigradi2016_560y, 8fbc, 3c65, 2ac9, 3e31, 4566, 6c2a, e79d, 4a09, afca, b417, ascaad2014_028v7, 92f8, 775f, cf00, caadria2015_126s20, 0d49, ca22, 0d77, 96b5, 7a22, 63ef, 42f4, 490e, a349, 7e0a, bee1, b728, 4395, 935a, 3826, 98b8, 7245, 79e1, ijac201614303r2, 4cf2, caeb, e562, ecaade2016_072e20, 3ebf, 71fc, acadia14_549o, 2bd6, 79ee, bceb, 5358, 968d, 0626, a0aa, 811d, b486, 2506, sigradi2013_52, 0d17, 225a, ascaad2016_039s15, 7829, e517, 6e78, ecaade2016_151l41, ecaade2016_164s46, bb02, 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