{‘GNN’: {‘all’: [0.8666395046504872, 0.8562847093180651, 0.9716398861265362, 0.9640435184876287, 0.8392108836886408], 3: [0.740577392510326, 0.6974132867064621, 0.9713490333216288, 0.9953574444857026, 0.5289150545018884], 5: [0.7132009712213093, 0.6598948428883781, 0.9164499642829235, 0.877261060404862, 0.6204190666368979], 10: [0.7549749125423826, 0.697781128200463, 0.9703072593213862, 0.9009901207832645, 0.7001557231503547]}, ‘GENI’: {‘all’: [0.9309069855611901, 0.8238738380336529, 0.9729712747000933, 0.9719620766740265, 0.8306461081734778], 3: [0.9462325235314772, 0.6373588501536668, 0.9878327219510076, 0.9159966330318321, 0.5998317924878607], 5: [0.7533429897263055, 0.67245843432485, 0.9312311261887722, 0.9578477918353306, 0.5754025565797392], 10: [0.8265080904979714, 0.6405622327434298, 0.9157437166675653, 0.9332734698918093, 0.7619027199433952]}, ‘GAT’: {‘all’: [0.8555596245655666, 0.8465980934736308, 0.9584976477510745, 0.8930609644990938, 0.8626768752789649], 3: [0.5525945459302726, 0.5977292012380225, 0.9670326227412425, 0.6475357529023456, 0.6276871255736455], 5: [0.6110927507075893, 0.614132864249298, 0.8417359061576749, 0.7638554688144956, 0.6247033303272376], 10: [0.7581627824156286, 0.758758330673227, 0.882641529889002, 0.8207263924686434, 0.7957351171253747]}, ‘NN’: {‘all’: [0.8002277513211716, 0.8674393443630563, 0.8310979289086515, 0.7635506380429197, 0.8463421787422267], 3: [0.5341403077970077, 0.6530605850908788, 0.6271621216085606, 0.3562657650512551, 0.6986038635596178], 5: [0.57975623169414, 0.6875551114583911, 0.6299754686082361, 0.5313669532374767, 0.6520662425051122], 10: [0.6202459530790105, 0.7202157095152304, 0.6016180608285953, 0.6316433086414526, 0.7066265056861276]}, ‘LR’: {‘all’: [0.7739664508847449, 0.8624037009601283, 0.9669112458951776, 0.8142367077290456, 0.7840754160535165], 3: [0.4846892419088714, 0.6408933070418865, 0.9713490333216288, 0.5436837586054777, 0.48585364960170097], 5: [0.5374271717655098, 0.6360427324217333, 0.9456416172439631, 0.6725841606190123, 0.5628338932298829], 10: [0.6163597606741593, 0.7686601954483521, 0.9370728578855039, 0.679886468151579, 0.6763004462618359]}, ‘PR’: {‘all’: [0.8640454930078671, 0.9066707965219759, 0.9530699316866731, 0.7647175044481418, 0.7725227038983037], 3: [0.6322604858811137, 0.718995339608394, 0.9713490333216288, 0.40565180058713374, 0.4672834275445111], 5: [0.6305584551875181, 0.7066552515340047, 0.9131430534837388, 0.4617249639094137, 0.5450337070731556], 10: [0.7714512992799438, 0.8284111807598729, 0.8646634461688568, 0.6342572542503389, 0.6864916666298643]}}

{‘GNN’: {‘all’: [0.8102382341059589, 0.8115130498892497, 0.7998841736723116, 0.7673663402469901, 0.8338522226250886], 3: [0.3666689304787135, 0.2818249615203958, 0.27022479266596733, 0.07672014634050468, 0.4864613246424541], 5: [0.43772907395518834, 0.38591116931988606, 0.2913093346306469, 0.1233538609565703, 0.49857992327706285], 10: [0.3904189536855574, 0.4475722056773316, 0.40246950274834137, 0.24451429891070425, 0.5505841874608931]}, ‘GENI’: {‘all’: [0.9231494848673042, 0.9228164979393706, 0.9300487988835276, 0.9256051746363505, 0.923761465876585], 3: [0.8182557892368135, 0.8182557892368135, 0.8480266747478475, 0.8182557892368135, 0.8182557892368135], 5: [0.8505061564563527, 0.8505061564563527, 0.8722483562405471, 0.8505061564563527, 0.8505061564563527], 10: [0.8146217419771135, 0.8146217419771135, 0.830705232594902, 0.8146217419771135, 0.8146217419771135]}, ‘GAT’: {‘all’: [0.8465079694389793, 0.8136389653638539, 0.779097120541373, 0.8289776622460376, 0.8418664270605234], 3: [0.5447827023302919, 0.2932648636669766, 0.39257515104922314, 0.6013905384946462, 0.5693760481469372], 5: [0.5774662220739304, 0.44777368691999403, 0.35756303445304727, 0.5906882482942368, 0.5692432602741382], 10: [0.5500843461200602, 0.4767467102410899, 0.2987602109076046, 0.44355780003296186, 0.49367467484921773]}, ‘NN’: {‘all’: [0.8258733100028388, 0.910432262690875, 0.8489174966840036, 0.8534739083135623, 0.8066026842627751], 3: [0.5346495009047205, 0.9495743929339138, 0.5825233177841465, 0.7966765116318061, 0.4440054475191886], 5: [0.561928136228725, 0.910045514849479, 0.4903633082652921, 0.6594392482086858, 0.40104568540155333], 10: [0.513110198001699, 0.7232496512464613, 0.5771382000919483, 0.5729907009449682, 0.48854136910060286]}, ‘LR’: {‘all’: [0.818927782376222, 0.8055360066991756, 0.8422986350528251, 0.8252980021143829, 0.8210275925849435], 3: [0.4397524638747551, 0.411060227088669, 0.4454724149480455, 0.39760477210147455, 0.4726237249842059], 5: [0.47436895849322913, 0.3591468557109375, 0.527107085775569, 0.46991516749601236, 0.3772356383797896], 10: [0.46505684005646875, 0.4160696530285343, 0.5787795325406395, 0.479333560646027, 0.43201956011164483]}, ‘PR’: {‘all’: [0.816988321723711, 0.816988321723711, 0.816988321723711, 0.816988321723711, 0.816988321723711], 3: [0.233180681266007, 0.233180681266007, 0.233180681266007, 0.233180681266007, 0.233180681266007], 5: [0.38546689595103145, 0.38546689595103145, 0.38546689595103145, 0.38546689595103145, 0.38546689595103145], 10: [0.48903983592244027, 0.48903983592244027, 0.48903983592244027, 0.48903983592244027, 0.48903983592244027]}}

面上项目、青年科学基金项目、优秀青年科学基金项目、国家杰出青年科学基金,重大研究计划、重大项目、国际(地区)合作与交流项目、专项基金项目

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Moreira C. Learning to rank academic experts[D]. Instituto Superior Tecnico, 2011.

Moreira C, Calado P, Martins B. Learning to rank academic experts in the DBLP dataset[J]. Expert Systems, 2015, 32(4): 477-493.