CumInCAD is a Cumulative Index about publications in Computer Aided Architectural Design
supported by the sibling associations ACADIA, CAADRIA, eCAADe, SIGraDi, ASCAAD and CAAD futures

id c749
authors Kan, JWT and Gero JS
year 2009
title Using the FBS ontology to capture semantic design information in design protocol studies
source in J McDonnell and P Lloyd (eds), About: Designing. Analysing Design Meetings, CRC Press, pp. 213-229.
summary This chapter presents a method to capture semantic information from design protocols. We report on a preliminary study that analyses a design protocol by using the FBS ontology and derives processes within this ontological framework by employing linkography. The usefulness of this method is examined by applying it to the Engineering 1 protocol (E1) as a case study. The original 1990 FBS ontology captures 66% meaningful processes of all the derived processes, while the situated FBS ontology captures 92% meaningful processes of all the derived processes. Further coding analysis may improve this percentage. The session is characterized, according to the ontology, by the high percentage of behaviour reformulation, followed by structure reformulation, and analysis.
keywords ontology, FBS, protocol analysis,
series other
type normal paper
email john@johngero.com
full text file.pdf (2,431,423 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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sigradi2013_226z, c4bf, b499, 012e, 80c6, 6f36, ed1b, f0e2, ecaade2016_055e14, 96ee, e6de, f075, 411d, 7cf7, sigradi2013_386j, 8582, 2ccf, 3671, 2563, 7beb, 18ea, f0f9, 4ecd, 3d63, 4c32, a215, acadia14_145r, e847, caadria2017_113y29, 428b, 9c95, caadria2015_208a31, e6b2, 9701, 62c3, ecaade2015_15v1, 645f, 2a3d, 8b8e, 075c, ascaad2014_023v4, 4f52, caadria2016_197s9, caadria2015_032y4, 9972, 3e95, 1a8d, 2031, ecaade2015_82c16, caadria2015_073w9, acadia15_451w19, a687, 99ee, 6193, fe1a, caadria2017_005r3, fe2d, a1ad, ebd3, 2cf4, 916f, acadia16_130m9, e8f6, adc5, e735, 6470, acadia14projects_281ab, ascaad2016_023f10, 4b2a, 0632, f1c3, caadria2017_163r40, 326a, ijac201412201l1, b979, 2702, 301e, 0a0b, 3d76, 5b1d, 3c94, 5593, f1eb, acadia14projects_117c, 9790, 02d0, acadia14projects_267g, 4bf1, e076, 060e, a588, 7af1, c9a5, f7a0, 82d9, 98e2, 6397, 0281, 4d32, ecaade2015_265s58, 62a7, 514e, a78e, 0911, 2990, 3c06, 7b6e, 584d, 4c1b, 85cc, c814, b858, acadia14_145l, 086b, 11c2, f5b8, 2947, 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975a, ec4e, c020, b11a, caadria2017_085c25, 7efd, ijac201614208a14, 31bf, 44f1, ecaade2016_068m17, aafd, bdc5, ijac201614403h2, acadia15_483r21, f828, 5f13, 80dd, ecaade2014_180k45, feaf, eb14, 86bb, c5a5, 1f50, 4101, sigradi2016_407y, fa93, 355c, caadria2017_165k41, 2017, sigradi2014_032k2, 3251, 36cc, 5cd9, 8d5f, 180f, ijac201614309d6, 119a, af17, 20da, sigradi2016_732s, 6f05, ae9b, sigradi2015_4.52p6, acb5, ecaade2015_286e63, 794c, fa17, caadria2017_135g36, ecaade2014_198r51, dd99, bcdf, ecaade2015_333g72, 81d4, 1fa2, ijac201513103v2, sigradi2013_421h, fb72, 6219, 1f20, a50a, 79d7, acadia14_473aj, b517, fe53, 93f1, b40f, 0e2e, acadia15_203m8, acadia14projects_445ab, ascaad2014_016f9, 1456, e772, 2eb9, ac82, 8e24, 405a, 426b, sigradi2013_234k, 9102, d971, 18ac, 8c78, f7a8, d003, a29a, bf6b, bda3, bd46, 5d74, ascaad2016_044u17, f881, 60ad, ecaade2015_302m66, 1579, 6b53, ecaade2014_042r10, f849, 796f, 3bff, ddc0, f729, eaaf, f4a5, ef00, fa1a, db59, f5d5, acadia14_199af, 307a, a2d8, 2afa, aac2, 6ddb, 7914, e3aa, acadia16_72c5, 9769, d0c5, 5c1a, e5bf, 62a0, 5a67, 3201, sigradi2016_815z, caadria2015_016i3, 09dc, 3caf, 72c4, sigradi2016_414gg, caadria2017_041i13, 39bb, 0dbc, ae27, 7205, c859, 29fe, 6a05, 9f58, 47ea, 2ac8, sigradi2013_155h, 6dde, b2d2, sigradi2015_9.152n16, fe30, aa59, 1279, f367, sigradi2015_11.142b25, c389, 0d64, 58c0, a657, ijac201513203u6, e31b, 224f, dd5e, bf14, ecaade2016_038f10, sigradi2015_3.201p3, 20e6, 9a3b, ijac201614302p1, 3deb, ed67, b82a, f69e, 0bee, 9f68, ecaade2014_108i24, 2964, 3a71, 4cff, a0a1, 2e00, fa19, 65d3, 3dc3, cc90, 852f, 2277, acadia14projects_177t, 52c6, 7aee, 69b0, acadia15_243f10, b11b, 35d0, caadria2016_601o25, c67d, c289, 4af9, 6db8, 0087, sigradi2015_sp_12.402t31, 53f2, 430d, 919a, 87b8, cf24, ecaade2016_023x6, 54c7, ecaade2014_151p35, aa08, 937e, ecaade2016_130u36, ad04, sigradi2014_041d3, sigradi2016_385ss, 2ae0, e457, ascaad2016_023p9, 7d1c, 4069, 4b4e, sigradi2014_314m6, sigradi2016_488t, 4d4f, 57db, 7d0b, b4e8, d6a1, 642d, d350, caadria2017_051j17, sigradi2015_6.183n8, 169e, b737, 4cdc, cbcb, 0fde, 2ecc, d3dd, e271, 6a89, 81ed, acadia14_619ao, 2bd2, c0a9, dc9d, e367, ecaade2016_015w3, 3889, b1fe, a668, a26f, 122a, caadria2017_183e44, 0126, 320c, 4ac4, b307, e7dc, fce8, ae05, 10e8, 444a, 98e1, a654, acadia15_343p14, db8f, 76ec, ijac201513102w1, fcdf, 80d5, 8d4f, b41a, 840b, b2e0, 6447, acadia14_153e, b7fa, 2bb6, 9658, 0f5e, 3cd0, acadia14projects_549z, 5798, 44e9, 392b, 77e1, 1818, 47f2, 73a7, ecaade2014_195v50, ecaade2015_143n30, 2818, 1f56, e1de, d4c1, 85cb, 278d, 3765, 500a, c3f8, 94fb, 3a58, dcb8, 4d97, 8b91, acadia16_88y6, 0b5b, ecaade2014_214h54, ascaad2016_042c17, 0437, sigradi2013_397, ecaade2014_089k21, f977, 7f38, 3270, 11e2, ascaad2014_029h8, 41f8, ecaade2015_130f26, c586, b7e3, 0702, caadria2015_208k31, 1973, acadia15_173z6, 6f4d, 6b2b, ecaade2015_59y10, ff5f, 3553, 7659, 474b, d711, 17d4, 5e3b, 90ff, daaa, ecaade2014_089n21, ijac201412204u2, aa99, 7a7e, ecaade2016_118e32, e3fc, 8c4f, e26c, 86be, ijac201614305p3, 0b7e, b574, 57a3, 2b37, ecaade2016_025c7, 1b41, d25d, 2b44, 9b58, 0928, 4e78, cf64, 4021, ijac201614207o12, 0331, 146f, 8a38, 69a5, 81b6, d5d4, ecaade2016_023j6, e7e7, 56be, 33bd, 5cc6, d11d, a0a0, 9bf3, 2040, 3605, ecaade2015_171h36, ba88, 25f0, sigradi2016_814t, caadria2017_042u13, acadia16_470h27, 16bd, acadia14projects_247k, 1268, da16, e42d, 0bff, 5350, 6a6b, ecaade2014_044t10, 3788, 3864, 9796, 35c3, 54b8, 3391, c741, d892, c7ac, b6df, 0f15, 588c, 8158, sigradi2016_450tt, bc40, b289, 4419, b77d, acadia15_149y5, sigradi2015_sp_12.402u31, dbaa, 3f5d, ascaad2016_028i11, acadia14_565ad, adaa, 0b52, 14b5, ef05, e317, 319b, e07f, 1e7c, ecaade2016_119t32, 020f, e721, ecaade2014_188l48, 72c9, ac98, 7e17, adcc, 23ec, 9205, acadia15_483v21, 0c42, caadria2017_042s13, caadria2015_130h21, 58ad, caadria2017_110h29, 696a, ec72, 5864, deba, abec, daf6, 0c67, 3667, d136, 15f9, f0e1, f214, cff1, acadia16_234f15, acadia14projects_199aa, 66e5, 257e, 9973, ecaade2016_129a36, d114, 87ab, 2577, 4c1d, ascaad2014_005u2, caadria2015_139a23, 200c, b96e, caadria2015_139e23, cd7d, cc4e, 62d7, 2b81, sigradi2016_764j, 21ff, 673d, 311c, e7dd, 71aa, 5f54, adc3, f5eb, ijac201513302p10, 1e5f, b947, 0036, 7af9, 2754, 4652, 503c, ecaade2015_233b53, sigradi2016_685ll, sigradi2016_655e, 2ed1, 6786, cb0d, acadia15_483d21, acadia14projects_167u, 9c83, ecaade2016_007g2, 09ff, bece, 0a8d, 0edb, a812, caadria2017_046u14, 40a5, ijac201513202j6, 12f2, aee3, 3a96, 8867, 4e31, 4e09, e886, ijac201513205d8, c1c5, cf2f, ecaade2015_194r40, 782c, 7b02, 36d6, d318, 71c6, ecaade2015_38m7, 504c, 0193, 1069, 2961, a823, ad76, cb08, e786, 5dbe, 4199, ijac201513206t9, 0da3, ascaad2014_019v2, 9509, d4c0, e9b6, caadria2015_237m35, a7a6, d02b, ecaade2016_068d18, d6c5, ijac201412406s9, acadia14projects_627ao, ascaad2016_045f19, c363, 2531, edc6, c3b7, 73f0, 4474, f352, faa6, 0959, a4ca, 0f81, 4450, 1e13, acadia14projects_427ar, 989c, fd5e, 8206, e5f1, 3bba, 8973, ijac201412408t2, 5a51, d297, bf3a, cdae, a54c, 73e1, 15c4, 8d38, 9fb4, acadia14projects_555g, 9549, 58a0, 75a8, 49ee, d68e, ascaad2014_001h1, 6879, 3c79, sigradi2015_8.41a11, bf7c, ijac201412402h4, 9b82, c1ff, 71bb, 459a, 86e5, 8132, sigradi2015_11.8t23, 6373, 4372, 6426, 15ba, e634, caadria2016_115j5, 9af8, 0745, caadria2015_099p15, bc6b, sigradi2016_669cc, acadia14projects_517s, 5f73, 37c1, 3378, 44ba, e7ab, 437e, bf4a, caadria2017_163h41, a1b9, ascaad2016_004p2, a36e, 1081, c0d1, 52a9, acadia14_565ai, 5ab1, c873, 7bee, 712d, 6bd8, 5491, b5e3, 4070, fc14, ba92, 8748, 731f, ijac201412206v4, e7b5, 3705, 23ee, acadia14_153av, 694e, 0ea9, 7b16, cab7, d346, caadria2016_321l14, af13, 99a8, 154d, e742, 565f, 7cf9, 6c2d, dd7d, fe69, af94, 6a61, ascaad2014_025k6, dde9, 8999, 0f37, fa22, d07b, sigradi2016_732i, eae3, 8baa, 1cd6, 62a5, ascaad2014_026f7, d5d1, e1ce, c18e, d1cb, 4718, 2594, caadria2016_487s20, f789, sigradi2016_792i, 6c28, a190, ecaade2016_013s3, b97c, fcf5, 47bd, ecaade2014_112d26, c204, c742, ijac201614403r2, 0a97, d962, 01e0, caadria2017_063c21, df8f, 6915, 4684, a1c4, 0233, 91aa, dd34, 1c32, 4fd6, 4d7d, 7b31, 904c, 99ff, bb30, 9085, 7268, 5c4f, 5445, a9cd, 704f, 2eb3, ecaade2014_168g42, 1cbc, f4b7, 77c9, db41, c635, 91e1, 9059, dbf1, f40c, 7c91, 4ed6, 5f96, 1319, ecaade2015_122r24, b1db, sigradi2015_10.7i18, 0169, ecaade2014_184m46, ecaade2014_121r27, acadia14projects_555l, 0f3d, sigradi2016_732k, c85e, ecaade2013r_018i9, caadria2015_072o9, sigradi2013_401s, acadia15_81u2, 274b, fe41, acf9, 78ae, a137, a206, 5a6f, d1a7, b59f, sigradi2016_369qq, caadria2015_073y9, 47dc, sigradi2014_178m5, 76ce, ecaade2014_130z28, sigradi2015_11.136k24, e331, caadria2017_147z38, 105f, 0d20, 1b0e, 7b84, ecaade2015_22u4, sigradi2013_74e, 3819, 428e, ascaad2016_039h15, 5c7d, 9668, sigradi2014_345h9, 353a, 104c, 1139, f5a8, b363, ff1a, 92dc, 27af, adb1, f030, c4e7, 831a, d5a8, ecaade2015_237i54, 6e33, b02c, 60a7, 3a5e, 5880, sigradi2016_449mm, caadria2015_108t16, caadria2017_086h25, 03d1, 64ce, a354, 21ba, ccd5, 1aff, acadia15_173u6, 1267, caadria2016_281i12, be28, acadia15_284u11, f328, 4bd8, 3661, 8ade, ecaade2015_158c33, 23a5, sigradi2015_3.201u3, sigradi2016_490hh, 525f, sigradi2016_764h, caadria2015_102a16, 48af, a9dc, 94df, 9e2d, aa8a, ecaade2016_129s35, 7240, 20aa, 93be, 9a0d, sigradi2013_414u, c69b, acadia14_565ae, 34b5, 086e, 0d86, 519c, ecaade2014_127l28, ecaade2015_217o48, 236f, bdfd, 2681, 47c3, ijac201412405x8, sigradi2016_792o, 8c06, 1da5, f566, d4bc, ecaade2016_217w55, 8cd5, ijac201513305u12, eaea, 3e48, 1254, sigradi2015_4.219k7, e0ee, ecaade2016_230r62, d1f3, d153, 7972, be02, 812f, becc, 4488, 4ba0, sigradi2015_11.8j23, b5da, 5d61, ecaade2016_130p36, 87a2, d7e8, bf44, 6f9c, 3191, 3092, d397, ecaade2016_016g4, 77ce, bafc, acadia15_417g18, 7007, d566, 260b, acadia16_244z15, caadria2015_043i5, 7164, ecaade2016_068p17, acadia16_362s22, ee70, bb91, 6810, ecaade2016_164p46, ecaade2014_147z33, 1f24, caadria2016_343j15, 0114, 6b2f, 0bd4, 61d9, e68c, 9c5d, caadria2017_110f29, 3fc8, sigradi2016_363dd, cdfb, 3d35, 46be, sigradi2016_732u, acadia16_214f14, fa62, 3295, ecaade2016_144h40, 0a31, bf1c, 4d25, d2c2, caadria2017_051u16, c8dd, 03c9, fd54, ecaade2014_175u43, c463, 18f5, 96cc, 26a8, cca3, acadia16_140z10, cdf9, 6e59, dabd, 2238, ebf2, a37e, b75e, 93ff, b40a, ecaade2015_21v3, 3dc1, 45e2, 0db5, ad69, e4b2, ecaade2014_109t24, 432e, 5c15, 483b, acadia15_161h6, e96d, 0372, 7a84, ee27, eb0d, 6c97, 3280, ecaade2016_243f65, ce48, 53f1, fc24, 742b, sigradi2014_114o9, 2c4c, 61e2, e435, 1adc, d45e, cc19, 28cd, 0a3a, 9741, ascaad2016_054r21, a44a, 416a, 02d1, 941d, 1050, caadria2015_210k32, ffcb, 136f, 2bc0, 1bd9, f366, acadia14projects_145u, 3681, 83d8, 6306, 7ee1, 00eb, 7ba3, 3da6, fed3, 4bd0, de6e, acadia14_619ah, b421, 4393, c11c, d708, 4340, 7e39, 4430, f78b, e600, sigradi2013_400z, d5e8, dfe0, 3a84, afb2, 38cd, fdcf, d385, ecaade2015_64n13, f9e0, 8e08, 5a63, 51e9, 9fa1, 594a, acadia16_432v25, a7ae, 5411, ae3b, acadia16_72b5, db1d, ae47, caadria2017_155m39, 4cb3, 6ace, ae67, 46f6, 7c46, 391d, 5a0c, ascaad2016_014l6, 8b68, 0251, 4412, 611e, 214f, sigradi2014_345y8, ijac201614102y1, efaf, c37e, 1c2e, sigradi2016_625yy, e0b8, 805c, ecaade2015_237l54, 6060, sigradi2015_sp_4.388a30, dfdf, bbeb, ecaade2016_047i13, 7bc5, 2808, ecaade2015_118y23, ef35, 079a, 279b, 32af, ecaade2016_144l40, ijac201412303u8, a859, ecaade2015_13s1, acadia16_478v27, f48c, 9b31, 1114, 7040, 4bd2, 2ada, df7a, sigradi2016_595cc, d9d3, 513f, 765b, 90be, 45e8, ff0b, d8e1, acadia14_91r, ba5e, 6b51, 3c84, ef4a, 5984, 1b4c, 5bd9, a53b, af48, 5032, fe44, caadria2015_114o18, acadia14_101aj, d0a4, 9b59, b6b5, ijac201614207k11, 123b, e7fc, 0f03, 27a3, 77c3, a892, 3c14, c222, acadia16_372o23, 30bd, 763d, sigradi2016_375f, c9a3, 1bcb, sigradi2016_737aa, sigradi2015_10.307d21, f2c2, 4f28, 5df2, ecaade2014_010n1, 3a74, 39a5, b2aa, ac5e, 03e2, c9bb, 343a, 276f, b232, fb16, 4651, 285d, 379a, 3a2a, caadria2016_333p14, cf78, acadia14_135ab, 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149c, 0f42, 4b8e, 7423, 9036, 6203, sigradi2014_263g1, sigradi2015_12.297e28, bebe, ecaade2015_83e16, ed68, f1cd, 61fa, 15a1, ijac201614207s11, b743, 9768, 087d, dfc8, c42f, b6ee, 7529, ad68, 5264, 077d, fbc9, 9dcb, a265, 94f2, ecaade2015_304w66, ecaade2014_224v56, caadria2015_246e36, bef8, 2e7b, e266, 1eea, caadria2015_176l26, 7c66, cab1, acadia15_211w8, 3a9b, 526b, c0bf, sigradi2013_194v, 5d96, 26e7, 3d36, 48fb, 5a17, 9b6f, 87f9, b963, acadia16_164x11, cf9c, sigradi2014_281d3, 384d, a55e, 77fd, dda1, 6157, c1a5, 34f2, c766, ecaade2014_044k11, c0b2, cdda, 6cc7, fba5, ecaade2013r_003z2, 0ed1, af9d, e7cc, 3171, b2c4, ijac201412303n9, d4c8, b718, c03d, 8ae5, a77d, 8577, ecaade2013r_011c7, 5c58, e54d, ea97, 76ad, 558c, ecaade2014_198l51, 7ff4, ef98, caadria2015_111j17, 1503, caadria2015_209e32, 6fd6, 3e18, 629c, 0247, 0427, fa04, d07a, abc4, sigradi2013_243, 710b, d512, 849a, 9e3e, bcc7, 0909, 0613, d077, 7b57, 3f59, 67ac, 2d01, b2f3, f123, d7dc, ecaade2014_104o23, 8a18, 8401, 993c, ascaad2016_045u18, a75b, 2e91, 471f, b5c6, 4277, df62, 1d7f, 6eb3, cd1a, da15, c945, 148e, sigradi2016_407p, af28, 947b, caadria2017_110e29, 3f13, sigradi2016_792p, acadia16_62j4, 0efc, ijac201412204v2, 4096, 3626, d551, ecaade2015_122n24, 7415, 2dde, 5dc2, caadria2015_208y30, 763a, 2dbd, 7f4d, b396, d0ea, a646, caadria2017_015o5, 08a7, ecaade2015_253y57, 7af6, 6d69, e0a7, 8f78, caadria2015_208s31, 6ea3, 8921, 970e, 201c, 6c1c, defe, a1e1, 43e9, 1e6c, 2bdb, e05c, ffab, 1f1c, 1964, 239b, c77c, 3c90, e885, ca03, 1cd9, acadia16_154j11, 34f8, 2850, 5f33, ef06, 4a7d, 15ef, 1d5e, acadia14projects_219e, ed2b, adc7, 9c8f, 2ee7, 7236, 71b0, f784, 89ec, 6808, a06a, 4c13, acadia16_98c7, 35da, 5dc8, 8f3d, acadia16_214k14, ecaade2014_215e55, d26e, ac85, dfed, 45bb, 3856, acadia14projects_91u, caadria2017_004j2, 9dd4, 65ce, d2d5, 8d7e, d6cf, ijac201614102y2, 86bc, ff68, ecaade2016_208u53, 8b24, ecaade2014_112m26, b010, 5951, cf50, 8b16, acadia16_332v19, 7974, 5b0e, ijac201614405z3, a36d, acadia14_135k, a01d, ecaade2014_080d19, af68, e5d3, f0c2, 00bc, 23bc, a6b9, 28f3, bfe1, 51e3, 70d0, 6636, sigradi2015_10.140m19, 011d, bd27, 661b, 219b, 905f, f74b, a523, sigradi2016_690ww, 2ec5, b099, ac90, c9ae, f91a, 933d, 08a4, 33cc, 1988, 52a3, 0e7e, 8afc, bef6, eea0, 8d30, 44a9, f37a, a28c, c94c, b20a, 95e0, caadria2017_127j34, caadria2015_203f29, 82b5, e116, e5b6, 66d1, 47d5, acadia16_270h17, 5e16, 9a98, fda7, 1e5c, 7d24, ecaade2014_144w32, 77a2, 3bf8, 4858, 4682, e021, 03cd, sigradi2016_492pp, cc5c, ad63, 3658, 18c1, acb8, 882a, 440c, 37c8, ijac201412402d5, caadria2017_023k9, d473, 3a1b, 4c00, caadria2017_107z28, 6d1e, sigradi2013_286h, 17e8, 6d7c, 4f0c, 9ec9, c96b, acadia14_101s, 5b78, 9e88, ascaad2014_014s7, caadria2017_048p15, cbf2, 1224, sigradi2014_330r7, ee6b, f1ec, 8f85, 4626, ec50, acadia16_62x4, ecaade2016_068g18, 1f9a, ascaad2014_010p5, d020, 1356, 8393, cef4, e502, 6496, 1530, ijac201412408d3, 611b, 06ae, 1b21, e0b0, caadria2016_871p37, 99df, caadria2016_157z6, 8d24, ecaade2016_163v45, c2b7, baa0, 6e5e, caadria2017_132o35, ecaade2015_130l26, 4dfb, ecaade2015_205v44, 74f4, da9c, 1dcc, 7889, 7c70, 1861, c7bd, 83bc, 88a0, 2065, 5548, 6663, 4b92, acadia16_224n14, 7ae6, 6e45, afb9, a5ab, 8d09, 6693, 61dd, 2161, 4f99, ecaade2014_024s7, acadia14_23x, 7f85, sigradi2013_41f, f3a0, 5312, 00be, e4ba, 09dd, sigradi2014_185z5, 2568, d0de, 7181, 4b30, 1dc6, 8c34, 7a09, 0c9a, 9f11, 35a1, 3b61, d2f0, 24b0, 22ea, 46e4, acadia16_280x17, 0c62, 5e4c, 8815, 5f44, 2dcc, a121, e5d6, 87c6, 354a, ijac201614402k1, ecaade2015_138t29, acadia16_372c23, 32d4, 577a, 8904, 6ece, fc78, 2904, cdbb, ecaade2015_235o53, 8a28, 480c, da8b, 2345, e020, caadria2016_797x33, de18, ecaade2015_285t62, 06df, ecaade2015_240r54, acadia14_497ac, dc0a, 50de, ecaade2015_319g70, 2397, 56a5, aaeb, 6e14, ecaade2015_109v20, ac14, ecaade2016_095h26, 7cce, c947, 1948, 9e8f, 6612, 591a, 81be, 8b77, c30f, ecaade2016_094n25, aaaa, 0860, 2ac5, ijac201614303e2, e0e4, c6aa, 2efb, 2233, 429b, acadia14_601w, 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ecaade2016_018d5, a229, b41c, acadia14_347ak, c774, eecd, sigradi2015_6.183i8, 3aad, a07a, da2e, 721e,