Unsupervised Entity Resolution on Multi-type Graphs. Zhu, L., Ghasemi-Gol, M., Szekely, P., Galstyan, A., & Knoblock, C. A. In ISWC 2016 - 15th International Semantic Web Conference, 2016.
![Unsupervised Entity Resolution on Multi-type Graphs [pdf]](https://bibbase.org/img/filetypes/pdf.svg "pdf")
Paper ![Unsupervised Entity Resolution on Multi-type Graphs [link]](https://bibbase.org/img/filetypes/link.svg "link")
Link Slides bibtex 39 downloads
Paper Link Slides bibtex 39 downloads @inproceedings{zhu16:iswc,
author = "Linhong Zhu and Majid Ghasemi-Gol and Pedro Szekely and Aram Galstyan and Craig A. Knoblock",
title = "Unsupervised Entity Resolution on Multi-type Graphs",
booktitle = {ISWC 2016 - 15th International Semantic Web Conference},
Year = 2016,
urlPaper = {http://usc-isi-i2.github.io/papers/zhu16-iswc.pdf},
urlLink= {http://iswc2016.semanticweb.org/pages/program/accepted-papers.html},
urlSlides= {http://usc-isi-i2.github.io/slides/zhu16-iswc-slides.pdf}
}Downloads: 39
{"_id":"Y6msBsW4bAvytt3rY","bibbaseid":"zhu-ghasemigol-szekely-galstyan-knoblock-unsupervisedentityresolutiononmultitypegraphs-2016","downloads":39,"creationDate":"2016-08-15T18:44:04.522Z","title":"Unsupervised Entity Resolution on Multi-type Graphs","author_short":["Zhu, L.","Ghasemi-Gol, M.","Szekely, P.","Galstyan, A.","Knoblock, C. A."],"year":2016,"bibtype":"inproceedings","biburl":"https://bibbase.org/network/files/3E8vjZ9tpMwaLo8Hx","bibdata":{"bibtype":"inproceedings","type":"inproceedings","author":[{"firstnames":["Linhong"],"propositions":[],"lastnames":["Zhu"],"suffixes":[]},{"firstnames":["Majid"],"propositions":[],"lastnames":["Ghasemi-Gol"],"suffixes":[]},{"firstnames":["Pedro"],"propositions":[],"lastnames":["Szekely"],"suffixes":[]},{"firstnames":["Aram"],"propositions":[],"lastnames":["Galstyan"],"suffixes":[]},{"firstnames":["Craig","A."],"propositions":[],"lastnames":["Knoblock"],"suffixes":[]}],"title":"Unsupervised Entity Resolution on Multi-type Graphs","booktitle":"ISWC 2016 - 15th International Semantic Web Conference","year":"2016","urlpaper":"http://usc-isi-i2.github.io/papers/zhu16-iswc.pdf","urllink":"http://iswc2016.semanticweb.org/pages/program/accepted-papers.html","urlslides":"http://usc-isi-i2.github.io/slides/zhu16-iswc-slides.pdf","bibtex":"@inproceedings{zhu16:iswc,\n\tauthor = \"Linhong Zhu and Majid Ghasemi-Gol and Pedro Szekely and Aram Galstyan and Craig A. Knoblock\",\n\ttitle = \"Unsupervised Entity Resolution on Multi-type Graphs\",\n\tbooktitle = {ISWC 2016 - 15th International Semantic Web Conference},\n\tYear = 2016,\n\turlPaper = {http://usc-isi-i2.github.io/papers/zhu16-iswc.pdf},\n\turlLink= {http://iswc2016.semanticweb.org/pages/program/accepted-papers.html},\n\turlSlides= {http://usc-isi-i2.github.io/slides/zhu16-iswc-slides.pdf}\n\t}\n\n","author_short":["Zhu, L.","Ghasemi-Gol, M.","Szekely, P.","Galstyan, A.","Knoblock, C. A."],"key":"zhu16:iswc","id":"zhu16:iswc","bibbaseid":"zhu-ghasemigol-szekely-galstyan-knoblock-unsupervisedentityresolutiononmultitypegraphs-2016","role":"author","urls":{"Paper":"http://usc-isi-i2.github.io/papers/zhu16-iswc.pdf","Link":"http://iswc2016.semanticweb.org/pages/program/accepted-papers.html","Slides":"http://usc-isi-i2.github.io/slides/zhu16-iswc-slides.pdf"},"metadata":{"authorlinks":{"knoblock, c":"https://usc-isi-i2.github.io/karma/","szekely, p":"https://usc-isi-i2.github.io/szekely/publications.html"}},"downloads":39},"search_terms":["unsupervised","entity","resolution","multi","type","graphs","zhu","ghasemi-gol","szekely","galstyan","knoblock"],"keywords":[],"authorIDs":["2Dez5XPwpvTo5Jixz","2T3WrcLyFsvdmWK7W","2aXsc4Ac6DCb2yiX5","2oxMrjiKY4HYpZxtW","2wTZhfQ6EZ9cYSdzq","3Pe99C89u7gSu6t5R","3XpCJKvcL8sHCzfwN","3nsXFBwY3SK8e5EQh","3y4Hf94oPytmDnEk7","4DRkqtg5LAETCvXLy","4MWTBbaHMmm7sHpeK","4iRvyoxW7HXYhN8uN","5456de298b01c8193000000e","5456fbd98b01c819300000dc","545717002abc8e9f3700004b","5N7sAoCnWutr6A9CB","5Wq7fAxeimjANjcom","5de6cfb1abd988de0100007e","5de6ded2abd988de010001bb","5de6e6aaeab4b7de01000051","5de70f2945c10edf01000309","5de78be6d9b46bde0100000e","5de79cabd9b46bde0100014c","5de7c7195e1638de0100006e","5de800669b61e8de0100007c","5de81ac94e3c5af30100003c","5de8621d8ff138de010000ec","5de880f9e66c23df01000107","5de8be5a3cfb74df01000199","5de9184b5d589edf0100002d","5de991be59feb7f2010000c1","5de9f0879f521ddf0100015c","5dea101afac96fde01000180","5dea56eaddb5e6df010000f2","5dea680b4f43c9de0100001e","5dead58fcd660bde0100020d","5deaee7eecff01ef0100013a","5deaf550a31587de0100001d","5deb0a4fa31587de010000cd","5deb6e059e04d1df01000078","5deb9832b62591df0100010c","5debbcf0ca1cdddf01000058","5debced2ca1cdddf0100012e","5dec15f2f58df0de0100009a","5dec5d6de16431f20100011a","5decbf7b0ec6b9df0100006d","5decc6f30ec6b9df010000b4","5decc9130ec6b9df010000c1","5dedc951e47c43de01000147","5dedd5ed0e26d5de01000072","5dee5817eaaee4df0100024e","5dee8755fc4c19df01000197","5dee93a20ceb4cdf01000009","5deece6366e59ade01000021","5deedfcd66e59ade010000ff","5def8b7445114dde01000151","5defac43706001de010001d0","5defae8ad6a2dcde0100003a","5defb1bfd6a2dcde01000087","5defbf2dd6a2dcde010001c0","5defc435d6a2dcde01000232","5defc48dd6a2dcde01000239","5defc896090769df01000002","5defd64c090769df010000e7","5df02c2d5d7361de010000cd","5df05c73e4ce32df01000067","5df0ae338367c8de01000041","5df1746c57cfb4de01000058","5df1d4ba1070c8ef010000ea","5df1febee4cb4ede01000020","5df204bce4cb4ede01000071","5df20edee4cb4ede0100010a","5df20efee4cb4ede01000111","5df255a663aac8df01000068","5df2cb9779c00ade0100008d","5df2fc39bc9e6cde01000027","5df304dabc9e6cde01000083","5df3516bd617e5de01000046","5df359e4d617e5de010000c6","5df366fcd617e5de0100018e","5df38bb42b1f8ade0100006d","5df38ec52b1f8ade010000a0","5df3aec9ec6029de01000106","5df3d028580920de01000153","5df3d99dccbb4fde01000007","5df3dd0dccbb4fde0100005a","5df41cda9d2522de01000092","5df444ec96bfa7de010000e9","5df4671a95416ade01000011","5df4862b5ad889f001000032","5df489825ad889f001000059","5df491175ad889f001000094","5df4974b5ad889f0010000d6","5df49f86a50a84df01000015","5df4dff2fc47dbde01000063","5df4ee54fc47dbde01000101","5df4f58edaf598df01000025","5df51791ea1457de0100007f","5df51f71ea1457de010000cd","5df52854ea1457de01000155","5df53595fd245cde010000b5","5df54a33ff5784de01000026","5df5530bff5784de010000a6","5df56607b3c244de0100001f","5df5819e4734a4de0100002d","5df5b332a0eab8de0100013e","5df5be7e64d1d0df0100003a","5df5ca7264d1d0df01000098","5df5dd8af65dd9de01000068","5df5f577a37a40df01000037","5df6301438e915de0100004d","5df649fadf30fcdf0100004b","5df65668df30fcdf01000129","5df66b96797ba9de0100009c","5df67bdc797ba9de01000145","5df693e772bbd4df01000121","5df6d640da9d91de01000041","5df6f74adf3bb9f201000082","5df6f8eadf3bb9f2010000a0","5df716a3d581f5df010000a7","5df727678efe8dde01000024","5df7339c8efe8dde010000e6","5df7f2dbb9bb17df010000a1","5df8e9f8277e45de01000035","5df8ea04277e45de01000038","5df8ef0b277e45de010000c4","5df924ced04b27df01000065","5df9281cd04b27df010000ae","5df930e5d04b27df0100012a","5df93667d04b27df0100017a","5df9587412b4b5de01000008","5df97e2a816c3de001000067","5df9b49ea344e2ef01000072","5df9f997250522de010000df","5dfa6ec27d1403df010001a7","5dfa80012a0346de010000bb","5dfab4d05481b4de0100008a","5dfab8655481b4de010000a7","5dfb054ea8dc13ee01000041","5dfb3d17e04f92df0100005d","5dfbb99ef6f0aede01000104","5dfc072bb371afde0100008b","5dfcf9deea1680de01000018","5dfd1be4ece35ede0100005e","5dfd36bc575d0fde01000044","5dfdc56fb6b936e401000036","5dfe2a62f12c02df010000f6","5dfee8ab5dd8e7df01000066","5dfef9e5e25b1bde01000043","5dffd4ab903951df01000013","5e00c3ef7a90b3de010000a2","5e00f37f08c773de01000069","5e00f4a708c773de01000081","5e01d0111ca64ddf01000023","5e01ea2e21cdf8e40100000b","5e0269522862b0de01000070","5e02823c8508cdde01000073","5e02e64a410ebcdf01000096","5e041be4c51eb3de01000002","5e0488cadb7916df010000e2","5e04d580de66fbdf010000ae","5e063c0adc44f1df0100011b","5e0655857da1d1de010000bb","5e06c0baa0810cde0100000e","5e07a3868486cfde0100001d","5e07b4338486cfde010000ac","5e0813cf973979df0100000d","5e08cb3e2389e9de01000080","5e094a5f72022bde01000018","5e094a6c72022bde0100001a","5e09a9f42203dedf010000a2","5e0ae30dee633cde01000094","5e0bc11594c532f3010000b5","5e0dcdba552b25df0100005b","5e0de41945d2fdde01000008","5e0de8d545d2fdde0100003d","5e0e46e0d2eb5bdf010000c0","5e0e7de0a0f484df0100009f","5e0ec7feb68da9de0100002a","5e0ef1555500a7e001000092","5e0f27fd96e707df01000095","5e0f858699975cde0100016b","5e0f8bf866a55ede01000068","5e10a736cfb06ddf01000028","5e10ddda45c12cde0100002f","5e114753495520de010000a8","5e119d8991bc7ade01000138","5e11a2572af340df0100001c","5e11e4463e1c29de01000073","5e11edb73e1c29de010000bf","5e1243f4c196d3de01000130","5e124fab31427bdf01000032","5e1297c7551229df010000bb","5e129b79551229df010000e3","5e13921ba212e1de01000181","5e139dbe0d0b99de0100003e","5e13d3bcdd177ade0100001e","5e13d5b3dd177ade01000037","5e141ef1d64f35df010000cb","5e14a86c830852de01000194","5e14c7d6e55ed8de010001f7","5e14d297429a53df01000029","5e154b0bedfb1ede010000fd","5e1567f41e2528de01000065","5e15a9efe8bfcff201000161","5e15a9f9e8bfcff201000165","5e15de817c179bdf01000167","5e16111cf67f7dde0100031c","5e161c79f67f7dde0100054d","5e163124df1bb4de010001b9","5e165ee1505a61df010003a8","5e168b880ba191df010001ca","5e16ab60da4561de0100011e","5e16cbfbce54f2df01000026","5e16ceb5ce54f2df01000040","5e16e7075e8bcfdf01000020","5e173f99883585df0100008b","5e173fec883585df01000095","5e175c134df69dde010000a0","5e176f114df69dde01000203","5e17804fcf35a4de010000e6","5e17f02f5eee58df0100007c","5e17ffde9a3d0bde0100000b","5e1817779a3d0bde01000124","5e18219909f388df01000041","5e18a367779abfdf01000200","5e18a3a4779abfdf0100020a","5e18b843bd0cf5de0100013b","5e18f9e58fcbc2df010001bb","5e191217a7672ede01000117","5e191925412c5ade01000008","5e19192f412c5ade0100000b","5e19a0bc204503de010000be","5e1a10f1cde53bde01000109","5e1a1105cde53bde0100010b","5e1ab3659da435de01000077","5e1abe45ff975cf201000006","5e1ae1255f3d2cdf01000085","5e1ae13e5f3d2cdf01000086","5e1af3f95f3d2cdf0100014d","5e1af889ea60e1de0100001a","5e1b43f3749a45df01000105","5e1bab6161cb16df01000071","5e1bbfb6ce7a9bde01000024","5e1c52f9e556c6de010000d0","5e1c695f92587bde01000064","5e1c70d692587bde010000d2","5e1c7e4192587bde010001bd","5e1c992f4c9abfde010001ec","5e1cab1e7723aadf01000087","5e1cc7840744c2de010001d2","5e1cd84fabed9bde0100006e","5e1cdf58abed9bde01000103","5e1d08ef633f2ade01000161","5e1d66cd316c3bdf0100003f","5e1d826d3a6d8cde0100006c","5e1d85093a6d8cde010000b2","5e1d89953a6d8cde010000fb","5e1daac4d9acfbde01000103","5e1dbf698d71ddde010000b4","5e1dd3884986afdf01000037","5e1ddcfc4986afdf01000140","5e1ddd064986afdf01000144","5e1e01772cced5de0100017b","5e1e2081f6dca7f2010001bd","5e1e3b94407a20de010001fa","5e1e7876ce9ed9de01000134","5e1e966cbedb58de0100000e","5e1e9b80bedb58de0100003c","5e1eb1bebedb58de0100017b","5e1ed6a3875c69df0100006c","5e1ef3ae147729df01000074","5e1ef487147729df0100007d","5e1f174a3cc57cde010000d3","5e1f3fa19ddd0fde01000017","5e1f53d09ddd0fde010001f1","5e1f6b17e8f5ddde0100018e","5e1f6d54e8f5ddde010001a1","5e1fce9ac88eb5df0100002d","5e20010a14d3c9de0100014f","5e207f1580350bdf010000fa","5e20c1c95c2065de0100015e","5e2170525a651cdf010000f6","5e217839c7842fde0100006a","5e21ae0296aea7de01000042","5e21c877af8ac1df0100002c","5e2203cb024c69df01000099","5e2248ae75445bf2010000a3","5e232a93327a15de0100009f","5e237e07ba9fb2de0100008f","5e247c6c36283cde010000c7","5e25077a2e79a1f20100009e","5e252a7cb55b9edf01000100","5e25e42ca6f19fde01000105","5e25f0dca6f19fde0100028c","5e2630e224c8a6de01000058","5e2676f4581147f2010000e7","5e26b41ef3bb7ddf01000119","5e2726b0f51e02de01000232","5e272e6d557b88de010000af","5e274bb818178ede01000087","5e2765a258994fde01000091","5e278aac4c3b0dde01000073","5e27a16728f7a6de01000082","5e27c5fc328b80de010000da","5e27c60f328b80de010000dd","5e27ea5f68d625de0100011d","5e27f8f54d75d8de01000082","5e28672b6ae365de010000ad","5e28d870a3df5bdf01000098","5e28e3cea3df5bdf01000121","5e29c371edf563df01000185","5e29ca06edf563df0100020a","5e2a3725dd9c08df0100014c","5e2a460e2d8494f201000076","5e2a54da2d8494f2010000fa","5e2a7375881468de01000001","5e2b30be27ed83df010000fb","5e2b8c5e6f2b8ade01000199","5e2d7dbe556d50df01000087","5e2d9197481fd6de0100003a","5e2e2f9f185844df01000003","5e2f953e48b7a4df0100017c","5e3009b45bfc8ede01000150","5e3041f446a666df01000258","5e30542057a222df010000ea","5e3054d457a222df0100010c","5e31c645b5384fde01000168","5e3272275633c9de010000df","5e3310c5200286df010000e0","5e33183e200286df01000182","5e333151a5c1fdde01000159","5e334b9be0067bde01000112","5e334d9fe0067bde0100014e","5e336ac2f3004edf010000f0","5e33818c7a676dee0100008d","5e345fc2a8890cde010000c4","5e3523fc89e3d9de0100002b","5e361f351727e7df0100005e","5e362e1a1727e7df010000f5","5e367976f0f9c4de0100003f","5e370a5e6568afde010000e1","5e37d29d56571fde010000e4","5e38b15d645ed2de0100012c","5e38d83c81a46ade01000008","5e39b068ad94f9de0100018d","5e39b316ad94f9de010001c9","5e39f27daa2adade0100001b","5e3a009caa2adade01000115","5e3a297f237cdede01000007","5e3a30a1237cdede01000066","5e3a7633b291e7df010000f1","5e3aa1fc4518d5df01000071","5e3af2cf55f0f2df01000048","5e3bbaa1657d0bdf01000056","5e3c54f6c798e0de01000144","5e3c8ab5feacaede0100013f","5e3c9d45f99721de01000071","5e3ca16cf99721de010000d6","5e3d1ac57cb23fde010000ee","5e3d5630dc4cd0f301000161","5e3db49e07ca74de01000060","5e3e0171a4cc0ede01000155","5e3e4ff3018e1dde01000094","5e40a7ec019547df01000033","5e40b75b019547df010000d0","5e4105f8f47523de01000063","5e415837a59dc8df010000ef","5e4192028491fadf01000115","5e4199188491fadf01000195","5e41a9630b4861de010000a6","5e41aec40b4861de010000f9","5e41b0880b4861de0100010e","5e4222fc70cecede010000fd","5e424747ac099bde01000116","5e426c34e4402ade0100004b","5e430254aefe1adf01000129","5e4357dba37866de010000aa","5e43be4f44c4f9df01000059","5e44310fe5a34dde010000ff","5e44f09503c52dde0100001c","5e45905786f11cdf01000191","5e45954f86f11cdf010001cb","5e45ed96a5737fde01000021","5e467c2171278bde0100004c","5e46b89c8573d1de010000b1","5e46d2af42fb31df0100008c","5e46d8a742fb31df010000da","5e476ccb45a735de010000ba","5e49fbbecc11a8df0100000b","5e4ace2c0d7631de010000dc","5e4adde441072bdf0100001f","5e4afb90332a9bde0100002a","5e4b1dfbc59ab1f3010000ae","5e4b2795c59ab1f30100013d","5e4b9b6f2d0ef5de0100010e","5e4bac9b733a18de010000ba","5e4c150e2dc400de01000048","5e4c4c89271596df01000025","5e4c9cfb5cc521f20100014c","5e4cae43160d65de01000103","5e4d3a1cd43139de010000c9","5e4d722308a8e5de0100012a","5e4df61ecc196bde01000081","5e4e0605cc196bde0100019f","5e4e533b7aa348df010000f4","5e4e9f2b64b624de0100005c","5e4f0a79e5389bde01000024","5e4fa12329097dde01000076","5e4fd394ea0ccade01000042","5e504231c708b1de01000038","5e514d1dfe5af9df010000ce","5e51a1ed2793ecde010000dc","5e51c28a32046bdf0100013b","5e51dc108346b4de0100009d","5e52e071a3b344de010000e9","5e5342b453de8dde0100005b","5e534d0a53de8dde010000b3","5e53649045815bf2010000a2","5e536f5902f674de0100000a","5e54a3dd929495df01000006","5e5526a40096f9de01000125","5e5543caca58a8df010001b4","5e554c91e89e5fde01000006","5e55a8ca7d0846de01000076","5e55cf3f8061d1de010000a8","5e55e936c2c8a2df0100008b","5e568f56eb2916df0100017e","5e570ff1429006de0100001c","5e5751e218f14bdf01000066","5e576d7b16d3d2f30100006f","5e57e5afe391bbde01000190","5e57f80fa38020de010000b5","5e580c5c6a456fde0100001b","5e5835921f3fc8de010000cf","5e588c2dc8b5dede01000046","5e59e9826ef27ddf01000003","5e5a9f656ec9eadf0100006b","5e5ab15a56d8d3de01000025","5e5b60c4502fdadf01000047","5e5bba1560bedddf01000085","5e5c8a02b6f2f6df01000178","5e5cef9bd12a0ade01000088","5e5d5265ad47bcde0100000b","5e5d6969ad47bcde01000167","5e5d74480b73f6de0100007c","5e5e7b9314f49fde0100012f","5e5ed4918c261adf01000132","5e5eef7acc2eefde01000128","5e5f09d36ee7bddf010000eb","5e5f1fe28ca867de01000075","5e5f24958ca867de010000c6","5e5f5927fff7e8de01000068","5e5fb14519c3fade01000170","5e5fb19a19c3fade01000177","5e5fcefd6b32b0f201000169","5e6053f54a1c7edf0100008f","5e60907c1fc211de010000a1","5e60cb85951697df010000f2","5e612f7697c182e901000086","5e61f846e091e3de01000059","5e629b8b08ebcade01000045","5e62a34708ebcade010000d9","5e6472e7e1ac00de010000dc","5e64fd0f5fc0b7de010000d5","5e6532ddee6356df0100011d","5e65355aee6356df01000143","5e65f784e26b7ade010000bb","5e662787273916de01000107","5e670e8a511133df010000ac","5e677eb110be53de010000eb","5e678a38d527f0de0100001b","5e67d877697cebdf0100048b","5e67da6c697cebdf010004d8","5e682a89dfcfe3de010002ec","5e695938af718af201000465","5e698a9b20d4e9de010001bd","5e6a036c8a1455de010001e3","5e6a457ae3f54ade0100026b","5e6a652d40f1fadf01000018","5e6a653040f1fadf01000019","5e6abc95d15181f301000037","5e6ac380d15181f301000095","5sqTQkAH5SmJhLik9","64HXshrfnnEibFs2b","6nWBpSJtgykyjCCiq","6q9xfPRR6goEAxKrN","6v7u5ywY3jsMJqyZb","74MLiuBvSpqZRpE3a","7DdwFdq59wkqn2HAT","7FRaPhK2FuJZojDJm","7Kq4jp88RSGXeJRZA","7XpERN7JxfYDTbuhR","7jw4Y8kwSFSMixdoD","7r6Atvk3r8SKjrqtx","8FqPHjJtnaestdnfx","8LjWRuz6z6CpmSpmB","8cLu5enE6aaLfPpWi","8dpmfWdjKPzkvg22J","8fHEkfjfMWSSbMLsL","8pmdGSp8sZvTsa4Dm","95KDKJgpwrftfdJoo","9FKH57tZBYkc2BCDv","9P5aerbHEqWqLCdBe","9TZkA22A7pyvFFjQG","9XZJaKeJXEEYg7CDc","9giCZtRqsHAEyJPHD","9mzMy8mcMT8ZhkToK","9tYkkLiJzPssbm6Rh","A6TAhrk3bTa462YpH","AEqZ8p8HrxQ6npy94","AHYx254fiTKGnNvEh","APMdWXRdaxvDvAWdC","AdCF5szuZHiiomGr2","Ai7vBkPxoHeWbCCRa","ArKHWR3nbnYxLahf9","Awn47njesqsxByafz","B9kNPjPsrA2ZirfRA","BBtuakgZsDbK7p8gm","BEPuQQDngCBd62Y9S","BFwoYkohFZHoFgYMt","BNPJT6JTm9PchkM3R","BjpYRWfwx92tER92u","C9dWztkLKNHQKkokZ","CARGEvYHw7yc3pSHx","CJqsKu6jbQtgGDoij","CMPeW7sdsvwMzkxMp","CTudGgAhTKBQNsPXf","CXsqbj8hsKpdWuALp","DA2QkFteiEG6vcsTu","DBi8qhvDnseYd3M5a","DDPeTWjQt5eQKR2vQ","DJo3h9vgB2gEQm9o5","DQpJQa4d6hAQ2RmrR","De82KiYKZuL3iwhsN","DfEjJdoDGtgcHNhwj","DqtEBjuBgQsFoF5kj","DyQzvtLtgZNihBoEd","ECGnzavM4sZbZAnE2","EH6r2TvbD7MxBiqyy","EK23ekyWSJPzSpKYi","EKed5AyP5ycLE6HQk","EMuQocz46XR4XjPQQ","EPgD7xHsbKNCLYvWf","Ebpx3HnCPYteMjqKd","Er7o6tAQDjMFBgewn","ExQ7iFneLovQtExEe","ExfmeKXAujtfhpWnp","F5ixpPCRxN456KbCa","FhLJ6zPwftTEegz8Z","Fjaefy7P5RtxTyW9g","Fukpigf3hXxfM3Y7Z","FxNnc8K5t7JrX4xvB","G7BfEekgc3KbvcMgj","GDAL2huAhD3us3mJq","GJoeXvt3eZQvhYxp7","Gga24vXtALdLtaquZ","GmdHSrv8PDgnss7z9","H4r3q6LKN8BGGpbWi","H6uXv7sD9cbxnWSnB","HZfjq7KFwzHbQSWyv","HjhBNxFdqkbv3J7st","HtadpEF4CJYjjDe6i","J7sCwRteiFZzd9Biz","JAAenbat4xwPvQZ9Y","JJDF5X6YctttzacfL","JQWy6g5S2H3CbSMGq","JkcenqmDniKA25Dne","JzbCXdkHxNHjWXmuf","KMZqKDHFwgyWQ8N99","KS3HLuPbQFKyMkkEJ","Ko3mcza2tuhKEKrwh","KoWXemRAtbeuRZa49","KqoJL5uGiNrx4EAMT","KrEyZi2sabT85Tjkh","Ku7nECK3q3qa4AHiD","L27HmvdfA5ixLcN4r","LZX93khq2xvxNo9Ce","LnBQ42L8MYv9faGCs","LxdsbPHmRb9wb7uPc","M4WY9XHqrsBuPu6vf","MDmKpdL4y97SgmNJW","MGpRjyDBTwNkMJtT5","NP6L2SC6QmzggaiEG","NTew9bhXzapsjaFhx","NcargztubbTrfzk8W","NgeCwZmziDjWdkf3K","Ngm7CccyZyBuoXmQo","Nx9Wz5p96M8PmX3hx","P5M3mexZCn4mQ5FgA","PHKBP6rDynXPJQNJk","PRf9hyE2YXi5XRKTS","PT3QPn8yfzZq3Md2d","ParRytrHqv5emGYG5","PjYGxC26X3o3MWDuY","Q3ceSni9WmYTRtTx2","Q5PiPDqEZGaATrefm","Q995eqbzwB9JXxqzL","QCfkBv4e5NqF79djj","QRW9gh4waBc6yGMCd","Qjy4tHqct8sPkm7ep","R8qXYC43KySLQvEnt","R8xrzhJyFuYjhuWaw","RBSFbfqF6yNeG62Cn","RPeGejpiDTWmp9Q9v","S5ezBj3ovc6tM4o2o","SNHncctkmLAnBwYLo","SaoNfR8SN6wcbH7dD","So38fLdkfL5NMMWut","TRFGgf8MhBo4iFLk5","TaqsiJRj5pA7q84d6","TepPDjJ6HfbsbTGwM","TtagYS3Yfe65FymZK","WGPMogP9QDob5SiLZ","WPC6eprC3hQgKzWxa","WY8dCWsDcxhomeQyJ","Wqk7aQKoqwfuGtLvs","XG3KPGGzsMQ2rESgd","XHC4zkaoHTnC684Lh","XN4xivd6rgrgwNKQu","XTvxbfFrWN9szPjov","XaAneYrcTB8pBgxAF","Xq7ZG8u2mJTZ28fLp","XytSQgyzYvJKxkFc6","YKx8MqEcpGy6Jp6Fw","YSd8ThQiFT9C4TSSN","YWdebSCzAPCfCubQ2","YcSPRvFktbZs8DnW4","Yi7djvzerf9ymmvnb","Z7JGjPHF7KcEkRpFt","ZAtoGgnHueTESt2oM","ZJGgCFSM5g6woxDTb","Zc3k2pAqpr3RHPYwA","ZzBEjiGAuT7DbvBQm","ZzQ3GsS2xzzWNxmqA","aaZT4PHbYmqRSdsKd","akJDe2846DPE29AM6","asebieKs5NvXub7Mk","b2c9RQBmk9qaCdvnq","bZLheqWs2dy6Gaj2r","c65evStjD2SFq45LS","cbeeXXQqhdEjYvEFn","cx2KdMS3xupxsNqPQ","d6GGbXZv5r3CdRb3T","dAnG9tc6PMs4oXJHp","dFr3JTfbKCw2PT6tT","dQ8SduzYPXfJjk5oH","dXEqM3PThBri52PkC","dnyrQydWkt8X8YJdu","drXtDqy35WyqDModW","ducd2vYxMbwgsZYnm","e3rvheCnyTCDAAbWF","eTpjGS7bcxBocFwBL","eagEGRYrKjz9ybTjb","emy6vbT5BBZnd8yRR","enYobxmZCFXtrXozb","erwWXeNEdux6sKx9i","eyM2EQ4htwcKEFsbB","faHmysgosXAQFpbTS","fcQytXznSS4H4jLYt","ftZAv5ipvACrYSL2c","gJK7io63tma6nK48W","gXoSjXFM94LWixnPA","gsiAtFroTa6aDzRxq","h8778iqompNYfxXJf","hC58eedEkjhao6Qt9","hHtTn46qK6ZPaFEHB","hXJgckYxKbHT5dz9H","hsqhAi7L5XEWud9Pc","i3eB6E27ebu39xyWP","iZQmG3CwwuyEipcZj","iexkGST4NdWhyckte","inzpksfwLRkfWfZEa","j3ifXYXWYGtQrKX4Z","j9T9Thqw5boHg9uBL","jBgjPCDsg8CJ6kAcT","jMMMABWwBJarWtwLE","jxdz8YXBuKhmryj75","kT9XK7GWYc75Lg4Zu","kWKPRDGpJTufoQjvf","kXLSGuydGjTD4jqJs","kwdSXhZbtKq5FQcWv","m26YyA24iHNeBzYP2","m4pp93avrJeLqDxrH","mHQxm2yFzz8xKphqQ","mZ7Bj2cuythghzCyS","mdyn4xesg3aH9T7pD","mzfdXdfYFL85LzhJ8","n5jtJhK3CvCTzwM3T","nELHhGW8G6ffQizFD","nRymfs4XjabRYcXPJ","nWErv394SSgw9Svie","nhik3bRZ54gYgn6vB","oKb559grWXmmHRvG8","oY2Z8AoFNJGYKkDon","ogjHapoBgkk4iicsM","oq7sZvdjmZcFezt6g","ouKQu4JXrnvM9RiQZ","p3udZABmGR69fBYLL","pSmWRkyeA28bSA3t7","pX9PszwrAQdP7m7DG","pYwDZFQBABx9xQrSQ","pZ5JzjwkX3aLhaWJY","qMHSGi59vjEtFHffu","qeyugoAk7Re7Md6g5","qupcLGPjfkkY2bmzH","qx9ncMpDdBfzMXT7x","rDCs2f63HqrbjRi6R","rZNzghEegGqGSJo5y","rh3YMpJtHvKQbQPGD","rq8gve5X7BrFgJyga","ryWZ5QCsgivmmArr5","sjhHz2xwbwTSQj2qg","svXuCZ8EJjSSzPY2g","t4XrjxKirRPRRFKyy","tQLdzYthaJwGNbths","tXkhssPacSugF7T3T","tecq5tqBq6X7FBZsa","tgjmn4RedFBAtv8uj","thcHv7J8k6KTnF7nk","tkhhZrQxSeMrSvwNL","tuRqw2f48G2huWaYF","u7sGLbScCqTztvbcs","uDQyenkFcGxi6ueS4","uMGZSKXgeFMv7RZWG","uYdtgRhufhFWnpLau","uaCdCTLnN2eDA9McR","v3P8d64Rjxhz9DjhL","vDB2FtATbMywrLEzT","vhxoAuFfTTBCoef9q","vsKQ8TBt2nf9aapGn","wFY98KttJmJ7zq6ZM","wNhJ9dZpQsvLDGaJe","wdJS2ZF3gHCMiPBzL","wi95zg8cGgDyMu4QC","wsdrrjJFc4AWuCKhH","xQ8WzhWLviPNsEmJi","xbcyJh7rYzvGamizm","xhJRMZbQTEruKv4au","xnpTNiavbr8f4ZrFq","y9DojSuqwq6wiSoX7","yW4YrqoigFBGivaqj","ycrJewYkoaTptoLeZ","ynjXGT4BfvRKmHepv","yrp3WNMrw5kkdtpmg","ytCafExKWL78xymhJ","zHE9o2K58HhphRhnA","zQ2w4xgve86GXhz9r","zeopbY32dKGtum4H8","ziwc9XvcYeqh5dkn3","zoTtonAb4qaXzKu4Q","zq2D28jsMq7RXtSnv","zt7TzE9q6p5xSKSBj"],"dataSources":["NPTJ3B2C9Ko3JMGYK","fPNC2bmAQ7QWsiJWn","dDcybAPCHBAZER5nc","kKMapWSMFgtAAqeuL","Yr6SfDNGEJ6rWQn9C","TXXdv8JoYH4GANs8K","Di8mp5yKWra4QjrDo","A933JkbGRakKCpdj7","QTek2ygbZHcW2ohaT","AfBybHaxyt33K5MBP","ZRsZjZ5CrudyLys96","Mp9iqPsdcrcdK3H7S","PBhfQ3CpquKiLDuQe","Kv8cz2f6c8JXfAMgD","Pbjv8MEHB89rzaK5a","6buEHudmG43PD3xQq","xyEs766xRxozbjesB","CmzYp6Tyi3nywE8x9","9XM4dtiSCrrfrXGGq","c3uZgDfvZw2qtJCbJ","LYRyuex4y2kvvDWRm","n4SD4EqQ5R79AWNE6","X4cHbJwHZ9KiGTWTP","i7b6z6sWxSs3LXqnn","Su9MZR8Mrb2xFN4Rv"]}