Automated hypothesis generation based on mining scientific literature
Spangler S, Wilkins A, Bachman B, Nagarajan M, Dayaram T, Haas P, Regenbogen S, Pickering C, Comer A, Myers J, Stanoi I, Kato L, Lelescu A, Labrie J, Parikh N, Lisewski A, Donehower L, Chen Y, Lichtarge O. Automated hypothesis generation based on mining scientific literature. 2014, 1877-1886. DOI: 10.1145/2623330.2623667.Peer-Reviewed Original ResearchCurrent search technologiesFlow of dataHypothesis generationSearch technologyEntity detectionInitial case studyText miningPrototype systemRelevant documentsFeature analysisFundamental bottleneckNew scientific hypothesesInformation contentDocumentsSuccessful applicationInformationCase studyMiningPotential new propertiesNetworkScientific literatureBottleneckSystemOngoing laboratory experiments
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